diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..a31b8ca6fdd71906c044ea262ce9d5759a555d10 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +_images/2b4e680c02b523ee084abc678086619de2f9d2b94c839cf1ea8256d0c3677c25.png filter=lfs diff=lfs merge=lfs -text diff --git a/CNAME b/CNAME new file mode 100644 index 0000000000000000000000000000000000000000..10df4c6a3004d3b0930c041764d9a8a0d69aab7c --- /dev/null +++ b/CNAME @@ -0,0 +1 @@ +cve.khulnasoft.com diff --git a/CVE2016.html b/CVE2016.html new file mode 100644 index 0000000000000000000000000000000000000000..21f9902685ccf805c44ace11a3a272cea53a1284 --- /dev/null +++ b/CVE2016.html @@ -0,0 +1,1084 @@ + + + + + + + + + + + 2016-2000 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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2016-2000

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2016-2000#

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+
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+

Total Number of CVEs: 79237
Average CVEs Per Day: 12.76
Average CVSS Score: 7.28

+
+
+
+

CVE Graphs#

+
+

CVE Per Year Graph#

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+
+_images/4e0d7d7fac387a4525e709b8344eb4d750d65e1d8952dcea7b5690f6597c130e.png +
+
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+

CVE Per Month Graph#

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+_images/fb2c814fc918a86be611f909296ce5c6e98674142f96fb50a0ce23a8ca02740b.png +
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+

CVE Per Week Graph#

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+_images/87d591e27943ffc1484c3e1c2f16a61870b22b0b6ac6d1eb92ceae29ef6553b3.png +
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+

CVE Per Day Graph#

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+_images/f5f8d00f5c9445dde8902d25e7e6e180c88eda7d29134ac9ae5902b78b14f333.png +
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CVSS Data#

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+_images/1242df47c0bf9191eac0f4d2cbdc59bf52185438360365dae2659b5d152aa4f2.png +
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+

CNA Data#

+
+

CNA Assigner Graph#

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+_images/c4d90b199b26af5a2755ece02867102b4f88d26217f25d6e5c747f960cadb622.png +
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CWE Data#

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+_images/2ae5d52c7812a722cc71b6ba672b07a43e4b11b9a2081f14335565a172d05b4d.png +
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+

More CVE Data#

+
+

Top CNA Assigner#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Year Published#

+
+
+
+ + + + + + + + + + + + + + +
Count
Published
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	53
+CVE-2000:	1151
+CVE-2001:	1539
+CVE-2002:	2371
+CVE-2003:	1519
+CVE-2004:	2671
+CVE-2005:	4686
+CVE-2006:	7047
+CVE-2007:	6510
+CVE-2008:	7034
+CVE-2009:	4888
+CVE-2010:	4951
+
+
+
CVE-2011:	4441
+
+
+
CVE-2012:	5200
+CVE-2013:	5713
+CVE-2014:	7474
+CVE-2015:	6402
+CVE-2016:	5587
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:17:37.543943

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+ + + + + + + + +
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+ + +
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+ Contents +
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+ +
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+ + + +
+
+
+ + + + + + + + \ No newline at end of file diff --git a/CVE2017.html b/CVE2017.html new file mode 100644 index 0000000000000000000000000000000000000000..138e33b5e60ce27803afbf9a6522ed061c0d63bf --- /dev/null +++ b/CVE2017.html @@ -0,0 +1,945 @@ + + + + + + + + + + + 2017 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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2017

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2017#

+
+
+
+

Total Number of CVEs: 18113
Average CVEs Per Day: 49.76
Average CVSS Score: 7.25

+
+
+
+

CVE Graphs#

+
+

CVE Calendar#

+
+
+_images/1f7e54316bfe01e1ae7fdd805dcdb48e54529f8b324a72ad99f43669fd8fd988.png +
+
+
+
+

CVE Per Month Graph#

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+
+_images/5e1e12f15646175062304d816d42bd07ae3bf7cf50e242562e9aa8b79eb7950c.png +
+
+
+
+

CVE Per Week Graph#

+
+
+_images/a62928f3bcc71df718768348002fa68203e1f708eb0ebf4c86b18b7a48c45af3.png +
+
+
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+

CVE Per Day Graph#

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+_images/262d948f0c06c438c3eb38dab9dc8d81c79a4b3da3f14ba4b46421a8ef3260ba.png +
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+

CVSS Data#

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+_images/2ceebc5440b039d3e2e7000586765c9deae9dacb437e38626e3112d83409b379.png +
+
+
+
+

CNA Data#

+
+

CNA Assigner Graph#

+
+
+_images/b31e90d9e1be43eb772840873a9d53e08bb2835de584f89cab7aa41afaeb314a.png +
+
+
+
+
+

CWE Data#

+
+
+_images/627af1192f6b63994ce8e88d31aae057f10e658b3626e90c1f271f07bb68c9dd.png +
+
+
+
+

More CVE Data#

+
+

Top CNA Assigner#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	0
+CVE-2000:	0
+CVE-2001:	11
+CVE-2002:	13
+CVE-2003:	27
+CVE-2004:	30
+CVE-2005:	63
+CVE-2006:	80
+CVE-2007:	45
+CVE-2008:	112
+CVE-2009:	67
+CVE-2010:	121
+CVE-2011:	160
+CVE-2012:	326
+CVE-2013:	389
+CVE-2014:	788
+CVE-2015:	1337
+CVE-2016:	3585
+CVE-2017:	10959
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:18:27.399114

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+ + + + + + + + +
+ + + +
+ + +
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+ Contents +
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+ +
+ + +
+ + + +
+
+
+ + + + + + + + \ No newline at end of file diff --git a/CVE2018.html b/CVE2018.html new file mode 100644 index 0000000000000000000000000000000000000000..f1a01f35e64c1d58829a6f1b03abf49e9b418b5c --- /dev/null +++ b/CVE2018.html @@ -0,0 +1,946 @@ + + + + + + + + + + + 2018 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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2018

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2018#

+
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Total Number of CVEs: 18154
Average CVEs Per Day: 49.87
Average CVSS Score: 7.35

+
+
+
+

CVE Graphs#

+
+

CVE Calendar#

+
+
+_images/9a561e5944f5ede1a1abcf64e7acb14122c9df09c4dd22325a2e582d79c378b4.png +
+
+
+
+

CVE Per Month Graph#

+
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+_images/79f9912c4223555804994ee37545710a843088195cd026de2782c3c6950870d4.png +
+
+
+
+

CVE Per Week Graph#

+
+
+_images/fe680ab8eaf2ee4e7db3cae3a857d66828be4298d3056403ddeaf65f178ade29.png +
+
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CVE Per Day Graph#

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+_images/aeb0c673ac6a7dfeaa0341f5d9cd7d745de9d4b818a9318bb2426086ef002678.png +
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CVSS Data#

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+_images/44f80fd3919003351b3d993c796471a456a91a5c2356344370b41dccbfebf947.png +
+
+
+
+

CNA Data#

+
+

CNA Assigner Graph#

+
+
+_images/b6d0782183ab05669f5b529af6585c3014a0220d1799e0a2b388a743066c9652.png +
+
+
+
+
+

CWE Data#

+
+
+_images/0ebee076c25ac066798155b7fd861e11920bb6b94e5b40c8b0321066c8c63ab3.png +
+
+
+
+

More CVE Data#

+
+

Top CNA Assigner#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	0
+CVE-2000:	0
+CVE-2001:	0
+CVE-2002:	0
+CVE-2003:	1
+CVE-2004:	1
+CVE-2005:	0
+CVE-2006:	0
+CVE-2007:	1
+CVE-2008:	1
+CVE-2009:	8
+CVE-2010:	1
+CVE-2011:	20
+CVE-2012:	23
+CVE-2013:	54
+CVE-2014:	229
+CVE-2015:	274
+CVE-2016:	683
+CVE-2017:	4141
+CVE-2018:	12717
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:19:16.932926

+
+
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+
+
+ + + + +
+ + + + + + + + +
+ + + +
+ + +
+
+ Contents +
+
+ +
+ + +
+ + + +
+
+
+ + + + + + + + \ No newline at end of file diff --git a/CVE2019.html b/CVE2019.html new file mode 100644 index 0000000000000000000000000000000000000000..9cea2ed09399cc3f7473355823f98e93539004a0 --- /dev/null +++ b/CVE2019.html @@ -0,0 +1,947 @@ + + + + + + + + + + + 2019 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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2019

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+ + + + +
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+

2019#

+
+
+
+

Total Number of CVEs: 18938
Average CVEs Per Day: 52.03
Average CVSS Score: 7.25

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+
+
+

CVE Graphs#

+
+

CVE Calendar#

+
+
+_images/006c54fb3b417b027d6aef0022bf6d76867de1f23c0147a851dd600bbe07cfa3.png +
+
+
+
+

CVE Per Month Graph#

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+_images/9d65428ba978cd11e17600c34563f15fdc15e0515ca23a0e3d879e47466fe914.png +
+
+
+
+

CVE Per Week Graph#

+
+
+_images/995c7977c75ce982ead09e823392e41a9264367898033135fb47c31a2140853a.png +
+
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+
+

CVE Per Day Graph#

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+_images/efd65079c6eaf085bcde415ad6f8faa65aae596029f46bc509da9de2ca7e7d2a.png +
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CVSS Data#

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+_images/4a07020b062c5ce7322efe609410a78099170c3f534526a434caa4f5bca69671.png +
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+
+

CNA Data#

+
+

CNA Assigner Graph#

+
+
+_images/7e49e1f8d8ecab251bde8d36639fe4036f531f604253ec3a1b51d971def45645.png +
+
+
+
+
+

CWE Data#

+
+
+_images/1218b05913fef5dba9d83ad4bca71d2994997bc0ed7728e47acb424e5c9dfe3e.png +
+
+
+
+

More CVE Data#

+
+

Top CNA Assigner#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	0
+CVE-2000:	0
+CVE-2001:	0
+CVE-2002:	3
+CVE-2003:	0
+CVE-2004:	1
+CVE-2005:	8
+CVE-2006:	6
+CVE-2007:	9
+CVE-2008:	6
+CVE-2009:	24
+CVE-2010:	86
+CVE-2011:	115
+CVE-2012:	110
+CVE-2013:	207
+CVE-2014:	131
+CVE-2015:	354
+CVE-2016:	371
+CVE-2017:	844
+CVE-2018:	3290
+CVE-2019:	13373
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:20:06.505846

+
+
+
+
+
+ + + + +
+ + + + + + + + +
+ + + +
+ + +
+
+ Contents +
+
+ +
+ + +
+ + + +
+
+
+ + + + + + + + \ No newline at end of file diff --git a/CVE2020.html b/CVE2020.html new file mode 100644 index 0000000000000000000000000000000000000000..924c12e62e8cfb597fc67652dd8f645fd1525b8a --- /dev/null +++ b/CVE2020.html @@ -0,0 +1,948 @@ + + + + + + + + + + + 2020 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + + Ctrl+K +
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+ +
+ +
+
+ + + +
+

2020

+ +
+ +
+
+ + + + +
+ +
+

2020#

+
+
+
+

Total Number of CVEs: 19222
Average CVEs Per Day: 52.66
Average CVSS Score: 7.14

+
+
+
+

CVE Graphs#

+
+

CVE Calendar#

+
+
+_images/ac2867b587f72c851923f1f17d3d277e7233b121542acfd29fdd6e37e177bc78.png +
+
+
+
+

CVE Per Month Graph#

+
+
+_images/a740f10a73329556f42063d3d64f807f8a999341174f982491f1e41155e88147.png +
+
+
+
+

CVE Per Week Graph#

+
+
+_images/e9502714002b74c2f9a5b7e12b39f13c17643c729418d77c9e523b7b7a352a26.png +
+
+
+
+

CVE Per Day Graph#

+
+
+_images/d16968473db36e4a3c4c8cadb9e827a48a4c189ff793f434d07522e0904ce165.png +
+
+
+
+
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CVSS Data#

+
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+_images/9be0166a6584415381981745c7c1c1a562f763dc1bbb9a6710c9c755f5d970ea.png +
+
+
+
+

CNA Data#

+
+

CNA Assigner Graph#

+
+
+_images/add2ab8a4ce2f8cda97abd89dbc08008cd8179a642758d43462b0d382bbeb0b5.png +
+
+
+
+
+

CWE Data#

+
+
+_images/278f423f37c566ac9b42e310b7330df4ffcfff4c7797780571d7973ff223fdb3.png +
+
+
+
+

More CVE Data#

+
+

Top CNA Assigner#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	6
+CVE-2000:	5
+CVE-2001:	5
+CVE-2002:	3
+CVE-2003:	3
+CVE-2004:	4
+CVE-2005:	4
+CVE-2006:	2
+CVE-2007:	7
+CVE-2008:	7
+CVE-2009:	14
+CVE-2010:	14
+CVE-2011:	77
+CVE-2012:	164
+CVE-2013:	266
+CVE-2014:	223
+CVE-2015:	151
+CVE-2016:	118
+CVE-2017:	450
+CVE-2018:	493
+CVE-2019:	2829
+CVE-2020:	14377
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:20:56.686909

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+
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+ + + + +
+ + + + + + + + +
+ + + +
+ + +
+
+ Contents +
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+ +
+ + +
+ + + +
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+ + + + + + + + \ No newline at end of file diff --git a/CVE2021.html b/CVE2021.html new file mode 100644 index 0000000000000000000000000000000000000000..f1a03350bf2eff0ece8763cda67f32784e2f9c91 --- /dev/null +++ b/CVE2021.html @@ -0,0 +1,949 @@ + + + + + + + + + + + 2021 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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2021

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2021#

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+

Total Number of CVEs: 21950
Average CVEs Per Day: 60.3
Average CVSS Score: 7.09

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+

CVE Graphs#

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+

CVE Calendar#

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+_images/20d8d6ef0988a757182d7bbb555fd5133545dd807eb6a66d2900585d1d7c4560.png +
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CVE Per Month Graph#

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+_images/db236cd67f9c5cb07d81fdcba97532af2ee6b1532437a9b8aeb3ed6ad6a29f8f.png +
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CVE Per Week Graph#

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+_images/a42914e17576cc96292397c472bd0b9527b5618a389e08eea3e660ac74f458ec.png +
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CVE Per Day Graph#

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+_images/d53466423cb7dcdba837c14202d017ce50c68a08c66df670cb1b80ab7ad23122.png +
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CVSS Data#

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+_images/3703d47d1d9fbaa52ed0025541bddd909e7f44463f21858f01a57277d2b281ac.png +
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CNA Data#

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+

CNA Assigner Graph#

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+_images/98716cfcbc7b2f4140551a6ac5d62cdbbb08581c86f9d60095c79553d4eaa789.png +
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CWE Data#

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+_images/525d4da76679c29cdf833be9e33c7c7c065d72df34f476ad8d80bc90cccf80bf.png +
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More CVE Data#

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+

Top CNA Assigner#

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+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
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+
+

Top CWEs#

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+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	0
+CVE-2000:	0
+CVE-2001:	0
+CVE-2002:	2
+CVE-2003:	0
+CVE-2004:	0
+CVE-2005:	3
+CVE-2006:	5
+CVE-2007:	4
+CVE-2008:	10
+CVE-2009:	22
+CVE-2010:	17
+CVE-2011:	14
+CVE-2012:	12
+CVE-2013:	13
+CVE-2014:	1
+CVE-2015:	43
+CVE-2016:	127
+CVE-2017:	134
+CVE-2018:	215
+CVE-2019:	309
+CVE-2020:	4580
+CVE-2021:	16439
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:21:46.654469

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+ + + + + + + + +
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+ + + + + + + + \ No newline at end of file diff --git a/CVE2022.html b/CVE2022.html new file mode 100644 index 0000000000000000000000000000000000000000..d4bb70ef6c2ece10cb4a1b09dbe3301f30b352d7 --- /dev/null +++ b/CVE2022.html @@ -0,0 +1,950 @@ + + + + + + + + + + + 2022 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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2022

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2022#

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+

Total Number of CVEs: 26431
Average CVEs Per Day: 72.41
Average CVSS Score: 7.19

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+

CVE Graphs#

+
+

CVE Calendar#

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+_images/f4a089b7c7f193cb40cd823891c36399a428ee8a6822373b847f6c722efabdaf.png +
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CVE Per Month Graph#

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+_images/78f23fb514e6b7c495d15835b4dc5b6a057115a74b4522f4895ec33264b3742b.png +
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CVE Per Week Graph#

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+_images/c304f0b5df527c3462505cd6a444fb9c528a1a0dcfe4b72eeb50c0e36762c7bb.png +
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CVE Per Day Graph#

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+_images/926e941b7203667e07bae5b1d781fe25142dd4ed19c9a04099110f4cbfd86e61.png +
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CVSS Data#

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+_images/539c89995a9ccfa06f60768685ebdef54a13f9bc8f082cef55b67151d7f4336b.png +
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CNA Data#

+
+

CNA Assigner Graph#

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+_images/0ffdc18031da4c0e9e88427879420c76d386f51b10688d7a4fe79330e9699463.png +
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CWE Data#

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+_images/0c703b1eadfff93f47e3cdfdabb38e17c813279a124bde228121bedfde485c25.png +
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More CVE Data#

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+

Top CNA Assigner#

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+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
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+
+

Top CWEs#

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+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	0
+CVE-2000:	0
+CVE-2001:	0
+CVE-2002:	0
+CVE-2003:	3
+CVE-2004:	0
+CVE-2005:	1
+CVE-2006:	0
+CVE-2007:	1
+CVE-2008:	1
+CVE-2009:	2
+CVE-2010:	1
+CVE-2011:	4
+CVE-2012:	3
+CVE-2013:	37
+CVE-2014:	49
+CVE-2015:	40
+CVE-2016:	41
+CVE-2017:	163
+CVE-2018:	42
+CVE-2019:	250
+CVE-2020:	900
+CVE-2021:	4757
+CVE-2022:	20136
+
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+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:22:37.523224

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+ + + + + + + + \ No newline at end of file diff --git a/CVE2023.html b/CVE2023.html new file mode 100644 index 0000000000000000000000000000000000000000..ca7ec3a5533460e6e90a79014d8df38c2ed45629 --- /dev/null +++ b/CVE2023.html @@ -0,0 +1,951 @@ + + + + + + + + + + + 2023 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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2023

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2023#

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+

Total Number of CVEs: 30949
Average CVEs Per Day: 58.17
Average CVSS Score: 7.12

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+

CVE Graphs#

+
+

CVE Calendar#

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+_images/403bece0b3f033a7454e094fe319ca140e0e9456a4bf14b523efc8137da7a70d.png +
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CVE Per Month Graph#

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+_images/8a7d258848bd78cacafdfc07103a63e9a4faa7373c7bed6fd6c2c28ea4a8405e.png +
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CVE Per Week Graph#

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+_images/5540301ccc1f7cb669c652ca28faf53f7c10d5c45093023999ddecc799afc500.png +
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CVE Per Day Graph#

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+_images/4d4ed8fbb74c7ef9cada0bbdb17e49bc1593b4b7880a6685863e70eb8adf465c.png +
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CVSS Data#

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+_images/109511ca4fd722435e7e7940a9e740ee4b22ccd7a80a5dd00a687f6760f1ee54.png +
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CNA Data#

+
+

CNA Assigner Graph#

+
+
+_images/3665ce219e6c1da997d7a2687f9d5b6abdc07b94d11a836a8e66cf29686c6e16.png +
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CWE Data#

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+_images/095b7ce11c54a907fd7bf3736f872c0bb250199cedf696d8dc4d17377d7a9b29.png +
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More CVE Data#

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+

Top CNA Assigners#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	0
+CVE-2000:	0
+CVE-2001:	0
+CVE-2002:	0
+CVE-2003:	0
+CVE-2004:	0
+CVE-2005:	1
+CVE-2006:	2
+CVE-2007:	3
+CVE-2008:	5
+CVE-2009:	15
+CVE-2010:	25
+CVE-2011:	28
+CVE-2012:	53
+CVE-2013:	101
+CVE-2014:	84
+CVE-2015:	140
+CVE-2016:	33
+CVE-2017:	286
+CVE-2018:	587
+CVE-2019:	209
+CVE-2020:	564
+CVE-2021:	801
+CVE-2022:	4324
+CVE-2023:	23686
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:23:27.134437

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+ + +
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+ + + +
+
+
+ + + + + + + + \ No newline at end of file diff --git a/CVE2024.html b/CVE2024.html new file mode 100644 index 0000000000000000000000000000000000000000..b67dfa4a7996ac861a2c01c009a82e563ba27308 --- /dev/null +++ b/CVE2024.html @@ -0,0 +1,951 @@ + + + + + + + + + + + 2023 — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+

2023

+ +
+ +
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+ + + + +
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+

2023#

+
+
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+

Total Number of CVEs: 30949
Average CVEs Per Day: 58.17
Average CVSS Score: 7.12

+
+
+
+

CVE Graphs#

+
+

CVE Calendar#

+
+
+_images/403bece0b3f033a7454e094fe319ca140e0e9456a4bf14b523efc8137da7a70d.png +
+
+
+
+

CVE Per Month Graph#

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+_images/8a7d258848bd78cacafdfc07103a63e9a4faa7373c7bed6fd6c2c28ea4a8405e.png +
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CVE Per Week Graph#

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+_images/5540301ccc1f7cb669c652ca28faf53f7c10d5c45093023999ddecc799afc500.png +
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CVE Per Day Graph#

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+_images/4d4ed8fbb74c7ef9cada0bbdb17e49bc1593b4b7880a6685863e70eb8adf465c.png +
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CVSS Data#

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+_images/109511ca4fd722435e7e7940a9e740ee4b22ccd7a80a5dd00a687f6760f1ee54.png +
+
+
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CNA Data#

+
+

CNA Assigner Graph#

+
+
+_images/3665ce219e6c1da997d7a2687f9d5b6abdc07b94d11a836a8e66cf29686c6e16.png +
+
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+
+

CWE Data#

+
+
+_images/095b7ce11c54a907fd7bf3736f872c0bb250199cedf696d8dc4d17377d7a9b29.png +
+
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+
+

More CVE Data#

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+

Top CNA Assigners#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	0
+CVE-2000:	0
+CVE-2001:	0
+CVE-2002:	0
+CVE-2003:	0
+CVE-2004:	0
+CVE-2005:	1
+CVE-2006:	2
+CVE-2007:	3
+CVE-2008:	5
+CVE-2009:	15
+CVE-2010:	25
+CVE-2011:	28
+CVE-2012:	53
+CVE-2013:	101
+CVE-2014:	84
+CVE-2015:	140
+CVE-2016:	33
+CVE-2017:	286
+CVE-2018:	587
+CVE-2019:	209
+CVE-2020:	564
+CVE-2021:	801
+CVE-2022:	4324
+CVE-2023:	23686
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:24:16.738199

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+
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+
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+ + + + +
+ + + + + + + + +
+ + + +
+ + +
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+ Contents +
+
+ +
+ + +
+ + + +
+
+
+ + + + + + + + \ No newline at end of file diff --git a/CVEAll.html b/CVEAll.html new file mode 100644 index 0000000000000000000000000000000000000000..b7e8365cfffe4efc5e82d31c05b6fbfd0ae8de99 --- /dev/null +++ b/CVEAll.html @@ -0,0 +1,1116 @@ + + + + + + + + + + + CVE Data — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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CVE Data

+ +
+ +
+
+ + + + +
+ +
+

CVE Data#

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+
+
+
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+
+
+

Total Number of CVEs: 254223
Average CVEs Per Day: 28.46
Average CVSS Score: 7.18

+
+
+
+

CVE Graphs#

+
+

CVE Per Year Graph#

+
+
+_images/43611a270b44a7c6253200f71450a907665e9a31a595bc5d6995bd8edf35a385.png +
+
+
+
+

CVE Per Month Graph#

+
+
+_images/fe1ac434aa2022ef4d76c8e0e1212ea1855273e641c01fa81d818f8940756530.png +
+
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+
+

CVE Per Week Graph#

+
+
+_images/254547afbc49a5494532d4d89f03b8adbaebab36b2b574c81e84135c399a6dfb.png +
+
+
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CVE Per Day Graph#

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+_images/0f44833e91d7ed156b7a627d6fcf9bda113131a998036b51022c792e60ca5548.png +
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CVSS Data#

+
+
+_images/e0e874adb428538b6aa5f3798ebc57376075bd764058107b7654b1e0ed90f82e.png +
+
+
+
+

CNA Data#

+
+

CNA Assigner Graph#

+
+
+_images/9571b612d41e4f8b7d06d0a678c58bd3cbdec2dedad39eeff34540d40c780568.png +
+
+
+
+
+

CWE Data#

+
+
+_images/6bf6fddd1142ba3d593b90437a67658997f76f181fc80563badcb226521d4b11.png +
+
+
+
+

More CVE Data#

+
+

Top CNA Assigner#

+
+
+
+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

Top CWEs#

+
+
+
+ + + + + + + + + + + +
CWECVEs
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Year Published#

+
+
+
+ + + + + + + + + + + + + + +
Count
Published
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
+
+
+
+

CVEs By Identifier#

+
+
+
CVE-1999:	1579
+CVE-2000:	1242
+CVE-2001:	1556
+
+
+
CVE-2002:	2392
+CVE-2003:	1553
+CVE-2004:	2707
+
+
+
CVE-2005:	4766
+CVE-2006:	7142
+CVE-2007:	6580
+CVE-2008:	7176
+
+
+
CVE-2009:	5040
+CVE-2010:	5217
+CVE-2011:	4861
+
+
+
CVE-2012:	5891
+CVE-2013:	6780
+CVE-2014:	8981
+
+
+
CVE-2015:	8747
+CVE-2016:	10548
+CVE-2017:	16981
+
+
+
CVE-2018:	17351
+CVE-2019:	16981
+CVE-2020:	20477
+
+
+
CVE-2021:	22823
+CVE-2022:	24769
+CVE-2023:	28227
+
+
+
+
+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:16:47.637726

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+
+
+
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+ + + + +
+ + + + + + + + +
+ + + +
+ + +
+
+ Contents +
+
+ +
+ + +
+ + + +
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CNA Data

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Contents

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CNA Data#

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CNA Assigner Graphs#

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+_images/2143b659169a72981dc034e17dceaec5ca75b221272b7f2108b5d0222de2d0bf.png +
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+_images/5286e9d9af8a6d71ec845fc3210cc0c17953d5265260822fbbd266b6873553d1.png +
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Top CVE Assigners#

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+ + + + + + + + + + + + +
AssignerCVEsPercentage
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
+ + +
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+
+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:27:48.822216

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+ + + + + + + + \ No newline at end of file diff --git a/CVECNAMap.html b/CVECNAMap.html new file mode 100644 index 0000000000000000000000000000000000000000..91c3348d7a30a20dbd8088c7a0f3a974000d8aa7 --- /dev/null +++ b/CVECNAMap.html @@ -0,0 +1,8236 @@ + + + + + + + + + + + CNA MAP — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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CNA MAP

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CNA MAP#

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Make this Notebook Trusted to load map: File -> Trust Notebook
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+

This map is built from the data on this page. More infomration about CNA’s can be found here.

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This report is updated automatically every day, last generated on: 2023-04-06 00:21:37.902782

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CPE Data

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Contents

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CPE Data#

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CVEs With Most CPE#

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+ + + + + + + + + + + + + + +
count
CVE
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
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Most Common CPEs#

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count
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+Loading ITables v2.1.1 from the internet... +(need help?)
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+ + + + + + + + \ No newline at end of file diff --git a/CVECVSS.html b/CVECVSS.html new file mode 100644 index 0000000000000000000000000000000000000000..a7889f5d117872e3a213e0771ffb72a9e3ef43cf --- /dev/null +++ b/CVECVSS.html @@ -0,0 +1,1158 @@ + + + + + + + + + + + CVSS Data — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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CVSS Data

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Contents

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CVSS Data#

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CVSS Graph#

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+_images/27d03b63a425ad83432e83d4be2ea2cb510fc5d1e0d51fb197e752dbcb566bce.png +
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CVSS Count#

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(0.999, 2.0]       18
+(2.0, 3.0]        601
+(3.0, 4.0]       2106
+(4.0, 5.0]      10957
+(8.0, 9.0]      20097
+(9.0, 10.0]     22459
+(5.0, 6.0]      24619
+(6.0, 7.0]      25927
+(7.0, 8.0]      40860
+Name: count, dtype: int64
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Vector Count#

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AttackVector
+NETWORK             108078
+Missing_Data         85350
+LOCAL                34998
+ADJACENT_NETWORK      3072
+PHYSICAL              1496
+Name: count, dtype: int64
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AttackVector
+NETWORK             0.46
+Missing_Data        0.37
+LOCAL               0.15
+ADJACENT_NETWORK    0.01
+PHYSICAL            0.01
+Name: proportion, dtype: float64
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Yearly Breakdown#

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YearAttackVectorAttackVectorCount
2023NETWORK21738
2023LOCAL6379
2023Missing_Data2125
2023ADJACENT_NETWORK490
2023PHYSICAL217
2022NETWORK18106
2022LOCAL6174
2022Missing_Data1459
2022ADJACENT_NETWORK450
2022PHYSICAL242
2021NETWORK14041
2021LOCAL5248
2021Missing_Data1908
2021ADJACENT_NETWORK559
2021PHYSICAL194
2020NETWORK12867
2020LOCAL4457
2020Missing_Data900
2020ADJACENT_NETWORK706
2020PHYSICAL292
2019NETWORK13325
2019LOCAL3462
2019Missing_Data1637
2019ADJACENT_NETWORK318
2019PHYSICAL196
2018NETWORK12936
2018LOCAL3144
2018Missing_Data1647
2018ADJACENT_NETWORK270
2018PHYSICAL157
2017NETWORK10097
2017LOCAL4196
2017Missing_Data3472
2017ADJACENT_NETWORK207
2017PHYSICAL141
2016NETWORK4390
2016LOCAL1729
2016Missing_Data286
2016ADJACENT_NETWORK59
2016PHYSICAL53
2015Missing_Data6421
2015NETWORK149
2015LOCAL18
2015ADJACENT_NETWORK7
2014Missing_Data7942
2014NETWORK41
2014LOCAL22
2014PHYSICAL2
2014ADJACENT_NETWORK1
2013Missing_Data5299
2013NETWORK19
2013LOCAL5
2013ADJACENT_NETWORK1
2012Missing_Data5288
2012NETWORK39
2012LOCAL22
2012ADJACENT_NETWORK2
2011Missing_Data4145
2011NETWORK20
2011LOCAL5
2011PHYSICAL1
2011ADJACENT_NETWORK1
2010Missing_Data4589
2010NETWORK60
2010LOCAL18
2009Missing_Data5710
2009NETWORK38
2009LOCAL30
2008Missing_Data5609
2008NETWORK44
2008LOCAL11
2007Missing_Data6570
2007NETWORK16
2007LOCAL8
2007PHYSICAL1
2007ADJACENT_NETWORK1
2006Missing_Data6643
2006NETWORK12
2006LOCAL4
2005Missing_Data4957
2005NETWORK35
2005LOCAL18
2004Missing_Data2439
2004NETWORK28
2004LOCAL12
2003Missing_Data1532
2003NETWORK13
2003LOCAL3
2002Missing_Data2118
2002NETWORK33
2002LOCAL19
2001Missing_Data1644
2001NETWORK24
2001LOCAL11
2000Missing_Data1010
2000NETWORK7
2000LOCAL3
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+ + + + + + + + \ No newline at end of file diff --git a/CVECWE.html b/CVECWE.html new file mode 100644 index 0000000000000000000000000000000000000000..bcfb03482d27476cd6378fdac22ed74990ca6ac7 --- /dev/null +++ b/CVECWE.html @@ -0,0 +1,684 @@ + + + + + + + + + + + CWE Data — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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CWE Data

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Contents

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+

CWE Data#

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+

CWE Data#

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+_images/a5d7e8d832573da61127626c02a4af93f102f157d5329d6777d996333c8cb35b.png +
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CWECVEs
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+Loading ITables v2.1.1 from the internet... +(need help?)
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+
+

This report is updated automatically every day, last generated on: 2024-06-16 12:28:36.427054

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+ + + + + + + + \ No newline at end of file diff --git a/CVECalendar.html b/CVECalendar.html new file mode 100644 index 0000000000000000000000000000000000000000..2c9ba1501c34a4f5cf89b1f8d8e4383d4b0c475e --- /dev/null +++ b/CVECalendar.html @@ -0,0 +1,533 @@ + + + + + + + + + + + Daily Calendar View — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Daily Calendar View

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Daily Calendar View#

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+_images/2b4e680c02b523ee084abc678086619de2f9d2b94c839cf1ea8256d0c3677c25.png +
+
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+

Total Number of CVEs: 254223
Average CVEs Per Day: 28.46
Average CVSS Score: 7.18

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This report is updated automatically every day, last generated on: 2024-06-16 12:25:20.407071

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+ + + + + + + + \ No newline at end of file diff --git a/CVEGrowth.html b/CVEGrowth.html new file mode 100644 index 0000000000000000000000000000000000000000..7827bbde444582d03d46519ef77a704718ba41a7 --- /dev/null +++ b/CVEGrowth.html @@ -0,0 +1,657 @@ + + + + + + + + + + + CVE Growth — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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CVE Growth

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CVE Growth#

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+ + + + + + + + + + + + + +
PublishedCVEsPercentage Of CVEsGrowth YOY
+ +
+Loading ITables v2.1.1 from the internet... +(need help?)
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+_images/45820890adff816fb778581ca3b3d443314ea09ed398f4fff0f014838ea3c263.png +
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+ + + + + + + + \ No newline at end of file diff --git a/README.html b/README.html new file mode 100644 index 0000000000000000000000000000000000000000..eb4a2a930b3d0defa6885fe5e7b3ae6106434f3d --- /dev/null +++ b/README.html @@ -0,0 +1,534 @@ + + + + + + + + + + + CVE-ICU — CVE-ICU + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+

CVE-ICU

+ +
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+ +
+

Contents

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+ +
+
+
+ + + + +
+ +
+

CVE-ICU#

+
+
+

About#

+

CVE-ICU is a research project by KhulnaSoft Lab that automatically pulls all CVE data from the NVD and performs fundamental data analysis and graphing.

+

The source code for this project is in this GitHub repository, and these pages are automatically updated daily by GitHub Actions.

+

Questions? Reach out to @khulnasoft.

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"text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:50.668887Z", + "iopub.status.busy": "2024-06-16T12:16:50.668645Z", + "iopub.status.idle": "2024-06-16T12:17:35.240486Z", + "shell.execute_reply": "2024-06-16T12:17:35.239919Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2000-01-01') & (nvd['Published'] < '2017-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2000, 1, 1)\n", + "enddate = date(2016, 12, 31)\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:35.242986Z", + "iopub.status.busy": "2024-06-16T12:17:35.242659Z", + "iopub.status.idle": "2024-06-16T12:17:35.253121Z", + "shell.execute_reply": "2024-06-16T12:17:35.252601Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **79237**
Average CVEs Per Day: **12.76**
Average CVSS Score: **7.28**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:35.255145Z", + "iopub.status.busy": "2024-06-16T12:17:35.254970Z", + "iopub.status.idle": "2024-06-16T12:17:35.271869Z", + "shell.execute_reply": "2024-06-16T12:17:35.271439Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Year Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:35.274115Z", + "iopub.status.busy": "2024-06-16T12:17:35.273722Z", + "iopub.status.idle": "2024-06-16T12:17:35.491859Z", + "shell.execute_reply": "2024-06-16T12:17:35.491283Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Year_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Year')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:35.494156Z", + "iopub.status.busy": "2024-06-16T12:17:35.493842Z", + "iopub.status.idle": "2024-06-16T12:17:35.708577Z", + "shell.execute_reply": "2024-06-16T12:17:35.707993Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:35.710873Z", + "iopub.status.busy": "2024-06-16T12:17:35.710557Z", + "iopub.status.idle": "2024-06-16T12:17:35.959685Z", + "shell.execute_reply": "2024-06-16T12:17:35.959083Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:35.962056Z", + "iopub.status.busy": "2024-06-16T12:17:35.961621Z", + "iopub.status.idle": "2024-06-16T12:17:36.264342Z", + "shell.execute_reply": "2024-06-16T12:17:36.263746Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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AOuBnBwAAAMCLCFgC8ByCl9aoFriBOSwBAAAAeB0BSwAAMoh5DsvklQMAAAAAwiFgCcATCJxEx6I7cB/tCAAAAID3ELAEAKQNYxyXoG50zIUKAAAAwIsIWALwBLIHo6Na4AbzHJZJLAgAAAAAhEHAEgBSEIEmxMo8hyUplgAAAAC8h4AlAE8gAOcMWajRUUUAAAAAkJoIWAJAiiBICbcxhyUAAAAALyJgCcATzHNYJrEgKYLgZXTGoc+olkXFAAAAAPA4ApYAkCLMK2AnrxxIH5WVNCQAAAAA3kPAEoAnEIADagbZuQAAAAC8joAlAKQIhs3DbQQvAQAAAHgRAUsAnmAOxhFEiYY6ghtoRgAAAOmlpKScawWkBQKWAJAi6HfAbcxhCQAAkD527SpSgwYv6vzzRyS7KEDcCFgC8ASCcXADd5Ojo4oAAADS02efrVJlpU/ffrtJ+/aVJLs4QFwIWAJACiIzLjoCc3ZQSQAAAOmouLg82UUA4kLAEoAnsKBMdGQPwm0EvgEAAAB4EQFLAB5EEAUAAAAAgExFwBKAJ5A8GJ2xjsi2RKxoOwAAAAC8joAlAKQgYk7RZWUluwTeV1mZ7BIAAAAgEbheQKojYAnAE5jDMjoy4+A22hQAAAAALyJgCcBziKFERx3BDQQsAQAAAHgRAUsAnkDcBKgZ/NYAAADSUxZzIiGNELAEgBRBoAluo00BAAAA8CIClgA8gaGpzlRWUl+IH+0IAAAAgBcRsATgOQQvrVEvcB9tCgAAAID3ELAE4AnE4pyiwqwY2xFtypox8E0dAQAAAPAiApYAkCIILsFttCkAAAAAXkTAEoAnMNzZGaoLbuB3BwAAAMCLCFgC8BxiKNFRR3ZQSdHQjgAAANITN6aR6ghYAvAEzqfR0elwKivZBfAk8zyftCkAAAAA3kPAEgBSEIEmAAAAAEC6ImAJwBMIwEXHCthwW2UlDQkAAACA9xCwBOA5BC/toI4AAAAAVMtiRiSkEQKWADyBGGV0xkAu9YVY0Y4AAAAAeB0BSwBIQQSa4AbaEQAAAAAvImAJwBMYBh4dVQS38bsDAAAA4EUELAF4DjEUxIoAXHTGKmLRHQAAAABeRMASAFIQgTk73K8j6h0AAAAAEo+AJQBPIA4UHcEyAAAAAEAmIGAJACmI2GV01FF0DAkHAABIT/SFkeoIWALwBGP2IJmE1ozVQhUlRzrUu/m3lsSCAAAAAEAYBCwBICURaYomKysr2UXwPAKWAAAAALyIgCUATyBwEh2ZcQAAAADC4YY90gkBSwBIQQybT450q3efrzLZRQAAAACAEAQsAXgC2YNAzWAuVAAAAABeR8ASAFIEwSW4jTYFAAAAwIsIWALwBAInzlBfyUG9AwAAAEDiEbAEgBSRbvMnIvloUwAAAAC8iIAlAE8wz2FJECUaqsiaeX5GKskK88UCAAAA8DoClgCQIgjGJV/61Xu6fR4AAABI6dhvRaYhYAnAEzifAjWP3x0AAAAALyJgCQBAhuLOOwAAAAAvImAJwBOYVy865vl0Ksv1PaZDtZunFkheOQAAAOCuLEP3l34eUh0BSwAAMhQdWQAAgPRB3w7phIAlAE/g5BqdsY4qK5NXDgAAAADexogspDoClgCQkuiAJEO6dfzS7fMAAABksiz3Z0QCkoaAJQBPYH7G6JjnE27gtwYAAADA6whYAghr48Y87dhRmOxiwAJxpuRIt3pPt88DAACAKlb9vLKyCt188ycaMmRRzRcIcIiAJQBL+/aVqHXrN3TaacNq5P0InDhDZhwAAAAAJz7+eIXGjl2hBx6YqrKyimQXB4iIgCUASzt2FKmoqExbtxZo8+b8ZBcHIqhrB4FcZ6guAACA9GTVL967tzjw78LCsposDuAYAUsAlox33MrKEr8kNfMzOkNgzg736ygd6t34EdLg4wAAAMCmLFblQQohYAnAUnl5dZAyHYI06YCgLtzGbxsAACAz0Q+E1xGwBGDJHLCMvO2OHYV69dV52ratIOb343zpFBUWDW0KAAAAmcSYQWnVFzYmWNJXhtcRsARgyckw8BtvHKfHHsvReee9m8ASwdipqEz8KP2Ul4gRL+nWsePOOgAAQPqgb4d0QsASgCUnQ8JnzfpVkvTLL3tifj+GOztFJSE2/NYAAAAykzkDk44gvI2AJQBLxkV3av5cxsnTCoEmuI12BAAAkD6iBSRZcwephIAlAEs1vegOgRNnqK/k4E40AAAAvMpJX5VuLbyOgCUAS8Y5LDmZeQ/fCdxAABYAACA9WS+6Q4olUgcBSwCWjBmWNYHhztFRL3CDsR3RpgAAANKHk4AkN67hdQQsAVgyBiwrWZLac+hgRFdeXqn8/BJX95lu1U47AgAAyBzGeCbdQHgdAUsAlmp60R1OmNERXHLms89Wq0mTl7Rvn7tBSwAAAMDruHZAqiNgCcCSOcOSk53X8J1Ys+qXPf/8nJovSIqgHQEAAGSOaKuIw301PdVaOiFgCcCScdGdaEGN7Gx3J2/m3GmNuQdjk5u7z7V9pUPHLh0+AwAAACKjy5d8n3yyUvXqPa/33vsx2UVJSQQsAVgy3gmKdrJzI2BpDqJwdoV7ErUaYjosskhHFgAAIHMwh2XNuvHGcaqo8Omf/5yQ7KKkJAKWACwZ57CMtuiO2xmWiI4sOfsSFVjkKwAAAEAqSdSNfCARCFgCsFTzGZZx7yLtGYOU1Jd9bnbM0q3emcMSAAAgfZgzKCP380iAgNcRsARgyRywZA5LpK5E3UhO1RvU/L4AAADSU7R+HkPCkUoIWAKwZF50J/K27s9hCSvmRXeoL7vcDKinW72n2ccBAADA/4nWz0u3fi3Sj6cDln369NFZZ52lRo0a6ZBDDtE111yjNWvWmLYpLi5Wt27d1Lx5cx144IG6/vrrtW3bNtM2v/32my6//HI1aNBAhxxyiB5//HGVl5fX5EcBUk4yMywRHf0LuIOGBAAAkC6ijQAyTpXE9QS8ztMBy1mzZqlbt25asGCBcnJyVFZWpvbt26uwsDCwzSOPPKJJkyZp3LhxmjVrlrZs2aLrrrsu8HxFRYUuv/xylZaWat68eXrvvfc0cuRI9ezZMxkfCUgZ5kV3Ip/NatViDsuawF3Q2BBQD485LAEAADIT1xbwutrJLkAk06ZNM/09cuRIHXLIIVqyZIkuuOAC7d27V++8845Gjx6tiy++WJI0YsQInXjiiVqwYIHOOeccTZ8+XStXrtRXX32lFi1a6PTTT9dzzz2n//znP3r22Wd1wAEHhLxvSUmJSkpKAn/n5+dLksrKylRWVpbAT4x05m87qdKGSkqqs5ArKsojltsYEIr18xlXIs/K8qVMPdWk8vIKw1+V1JEFqzqpVcu9311pafV+atXKSsnvwPgZsrJS55gE70m18xq8iXYEN9CO4IZ0aEfG64Xy8tD4RUWF8fnI13iITbh2RF1XcVIPng5YBtu7d68kqVmzZpKkJUuWqKysTO3atQtsc8IJJ+iII47Q/Pnzdc4552j+/Pk65ZRT1KJFi8A2HTp00H333acVK1boL3/5S8j79OnTR7169Qp5fObMmWrQoIHbHwsZJicnJ9lFsGX16q2Bf//++w/asePHsNuWl1cfdKZMmRLT+61fvznw7+OPr4x5P+lsyZL8wL8PP7yYOrKQm1sS8tif/lTgWl0VFFQH8v/2t8Yp+R1s3Lg/8O9jjqEdIX6pcl6Dt9GO4AbaEdyQyu1o2bLdgX+vWbNAQTPqmZ5ftmyuli2rqZJlnuB2RJ+7SlFRke1tUyZgWVlZqe7du6tt27Y6+eSTJUm5ubk64IAD1LRpU9O2LVq0UG5ubmAbY7DS/7z/OStPPvmkevToEfg7Pz9fhx9+uC666CI1b97crY+EDFNWVqacnBxdcsklqlOnTrKLE9XcuTMlVc0He+ihp+ucc/4Ydtt69dZq796qQE7Hjh1jer+vv86RtEOS9PPP2THvJ51lZf0iab0k6bff6lFHFtat2yNpVdBjjfTAAx1c2X9eXrGknyRJixblp+R3sHz5dklVvdd16+rq2WdT7zPAG1LtvAZvoh3BDbQjuCEd2tHOncsk/SZJ+vOfz9GxxzYzPf/RR58H/n3KKW11+OFNarJ4GcHYjqSlgcdT8bohEXbt2mV725QJWHbr1k0//fST5s6dm/D3qlu3rurWrRvyeJ06dVL2wAXvSJV2ZJzSJCurVsQyG4eEx/rZsrKqp9StrIx9P+msdu3qQ3ZFBXVkpU6d0NOaz5flWl3Vrm2cKsGXkt+BsY74rcENqXJeg7fRjuAG2hHckMrtqHbtWoF/Z2fXNn2OykqfPvpoRdjn4a7guqWuqzipB08vuuP3wAMPaPLkyZo5c6b++MfqLK+WLVuqtLRUeXl5pu23bdumli1bBrYJXjXc/7d/GwChzIvuVEbYUqpVy91DCfM/WzNOjE0d2ZcVbbnEDEPbAQAAyDzBi+yw6E5mmj59ndas2ZnsYtji6YClz+fTAw88oPHjx+vrr7/W0UcfbXr+jDPOUJ06dTRjxozAY2vWrNFvv/2mNm3aSJLatGmj5cuXa/v27YFtcnJy1LhxY5100kk180GAFFReXh2kjHYuc2MVZk6YSJTsBJ3p0iEQys8OAAAgPUW7vqIfmHm+/36rOnT4UCecMCTZRbHF00PCu3XrptGjR+vzzz9Xo0aNAnNONmnSRPXr11eTJk3UpUsX9ejRQ82aNVPjxo314IMPqk2bNjrnnHMkSe3bt9dJJ52k22+/Xf369VNubq6eeuopdevWzXLYN4AqZWXVAcvKyshnMzcClojO2KkgwGufm4HFdKt22hEAAEBmoh+YeX74oXph3Z07i/SHP3h7UWlPByyHDh0qSbrwwgtNj48YMUL//Oc/JUmvvfaasrOzdf3116ukpEQdOnTQG2+8Edi2Vq1amjx5su677z61adNGDRs21J133qnevXvX1McAUpKTDMtatdzIsIx7F4ClNEiEBAAAABwJHQIe/HwNFgaekGoJMJ4OWNqpwHr16mnIkCEaMiR8SuuRRx7JEvKAQ8YMy2i/RTIsawZzWMYmHYZuu4l2BAAAkJ6M/d5o/bxUCFghcVLhGsnTc1gCSB5jhmVNDAk3B1E4eUZDHdnn7pDw9Kr3dPs8AAAAsBYt4xLwGgKWACzV9KI7QKLQPsOjowoAAJCeoiWdlJaW11BJgNgQsARgqaysIvDvmhgSTuAkulSbc8QrUmC0QxLRjgAAADJB8OVDnz7fJqcg8IRUuEYiYAnAkpMh4bVqcSipacQrkyMd6t0c+E5eOQAAAJA40RIcRo9eXkMlgVekWtILUQYAlsyL7kTe1phhGS24GQ4LgUSXaicYr0iFCaUBAAAAN4WuCs61BFILAUsAlmJddCfWgCWcocNhzapa3IxXplu983sFAADIDGnWjUUMUq0NELAEYMk8h2XkbY0By4qKyghbhpdqB89kYChvrMiwBAAAQGbJpOuFvLxitW37rl5/fVGyiwIXEbAEYMm8SnjkIKQ5YJlBZ0akBEaEmzH9AgAAQPoLHhmUbiOFjPr2nat58zbpwQenJrsocBEBSwCWzEPCI2/r/hyW6XsydQt1ZJ+7Q8Ld2xcAAACA+BUWliW7CCkh1RIXCFgCsGRedCfaKuHxDwlHdKl2goH3EfgGAABIT8GJJMHdPkYhZbZUuA4gYAnAknlIeOIX3UmB4yWQdvjdAQAApA8nQch4A5bbtxeqW7cvtHRpbnw7QlK4cR3wxhuL9dpr8+PfURi1E7ZnACkt9kV3iIAkinnRHerZriwXbx+nQ73TjgAAADJPaL8vvj5y166TNHHiGr3xxnfy+Z6Ja1+oefFeBxQXl6tbtymSpIsvPlqnndbSjWKZkGEJwJJ5Dkv7GZaxrxLOcGcnqCMnqCwAAABklmgBqXjv6S9bti2+HbiI4e01z5jg9PnnaxLyHgQsAVgyHoBqYtEdREc2XGzczLA07zchu61RNCkAAIDMQL8P5pFW7u0rO0GRRQKWACwZF92JlqFWq1b1oSTWIeGcQJ0heJkc6VbttCMAAID0FC3pJB1uvvslKkHBq8rKKvThh8v0++/5Me8j3usA4+sTVf8ELAFYinVIOBmWNYM4k32Z1oGJhiAlAABA5gnuA9JHTl2vvjpft98+Xn/60+CY9+FuhiUBSwA1yJhh6WzRHTfmsCSgYoVqic6q7dAXAwAAcN/KlTu0atWOZBfDdYsWbdZZZ72luXN/S3ZR4hJ9Dsv4Osle6mN7qSw14csv10mqWvgmVvFecxsTlRIVsGSVcACWjBmW0Q5mrBJe8wjqJke61Xu6fR4AAFAz9u8vU+vWb0iSior+p/r16yS5RO656KIPVFZWqfPPH5HSq18H9/Po9sHNvr9xX2RYAqhR5kV3Er9KOKJjJXW4jXYEAABikZdXHPj36NHLk1gS95nn8k9f6ZqVyA15exgSDiBlGTMlnQwJN2ZmOsF5BagZbq4OCAAAsH9/WbKLAAvBi+5kSiAvQz5m3FJhSDgBSwAhfD5fzEPCjZmZcJc50MSZ2C43JxSn2gEAAOBVTvq9iQoyJYPxc3OdZE/8GZYELAEkQfA8lNEOZrVqGQOWbiy6E9MuMgp1BDfQoQMAAEgfkfp2wU+ddlqLBJem5hjjtHRvw3MzASbatHFuIGAJIETwsG4nc1hmypwvyUBwKTbpOj+PG2hSAAAA6SnaNdzRRx9UQyWpWVwzhefuojuu7SosApYAQgQP63YyJLy8PLYh4ZxXnOFEnBzpUO/p8BkAAAAQKtKQ8EzpA2bIx4xbvPVkDIgnKkGEgCWAEE4zLGvVqj6UkGFZMzgR2+fmHJbphnYEAACQriJ39OINYHq1j50pgdl4uTsknDksAdSQ4KCjs1XCYzvwsaBMdFRL8qXfd5B2HwgAAGSo995bqtat39C6dbuTXRRPCO63pl8/tpoxeFoTcyumAzczLFl0B0CNCc6wjBZANN5cY5XwmpHJQd25c3/T2We/rUWLNtva3qM3fz0hg5sRAABIM//85+dauXKHzjtvRLKL4knB1w/p1A9k0R3nWHQHKeeXX3YrN7cg2cVAkjmdw9J4Rys42GlXJgfg7KKOqpx//ggtWrRZ5533blLL4dVhMNGYs5mTVw4AAIBE4Hq2SrSAUrpeW6Tr54rX++//qAcemBr4mzkskVLy80t0yilD9de/vpnsoiDJQuewjP21SAzOw9bzpSa6XtKvA5RunwcAANS0tOsepalM+Z4y5XM6deedE1zdnzlgyZBwJNjOnUUqLi7X1q0F2rRpb7KLgyRyOiTc+HysQ8LJ+oqOeT5jk6qZkDWBZgQAAJCeol/D1VBBahjXSfa4OSScDEsknLHB7tmzP4klQbI5XXTHqKKCDEtkCjpD6crn8+mZZ2bqk09WJrsoAAAAtkWayzF0Dsv06csaExTS6GMlVLz1VBPtp3bC3wEpwxghz8srSWJJkGzOMyyr/201TNeOdDph1gSqy/6dPDfv+KVDJrDxt8bvztpXX61X796zJUmlpU+pTp1aSS4RAABAdE66dunaDWSVcHvIsERKMbbXvXuLk1cQJJ3TRXeMmMMyccyBpiQWxCOysxnqjcTYurV6sv4dO4qSWBIAAIDYBAfu3L5+8NKsS+bMUi6U7HBz0R2JOSyRYMYGt3cvGZaZLBmL7qRD5hpqVrLnpvRSJy1W/NasGTu66fA9AwCQSASIvMNJvyVdv7Z0/VxuczPDMlGJJAQsEWBssPn5ZFhmsngW3SHDMnFYdMfMbofMzapKt3pPt8/jFqoFAAD7OG+mhsyZwzL+z3XvvZN16qlDVVJSHve+3PDLL7t11FEDNGjQAtf2Ge/QefPrE9OWCFgiwNjg8vNLk1gSJFt8i+7EdrBKpxNmTaC6kp9hmapoO9GZ5+ShnQEAgNQTvc+Xnp1CN/q6b765RMuXb9cjj3wZ/85c8OCDU/Xrr3v18MPulcfdgCUZlkgw4w973z6GhGey+BbdqQi/IeJCUNfM7tAD6i08qsZaLEPCH3poqjp3/oz2BgDICJzuUk/oquHJKUeiudkXW7Zsm2v7ikcirrHdDFgyJBwJZ2xwBQVkWGayZCy6Y36LND17wlXJGRLu3r68Ie0+kOvsZFj6fD4NHrxIo0cv1yefrKyBUgEAUklFRaVuueVTvfLKvGQXxTXmxSDpT3iRk6STdGI3EPfTT9vVvv0HWrDg97DbpPNIG3cX3WFIOBLMeECLNWA5YMACPfDAFE5aKc7pojvG7zvWIeFwJlV+Y+vX71FpaWKybpPfgUj2+8cvRZpRjTPWi51mZjzuzZu3KQElAgAk0+TJP+vmmz9RXl5s8/xPm/aLPvroJz3+eI4KC0kMyRS7d+/XzTd/oilT1ibl/dN5zspg5lXC7b3m0ks/VE7OerVp846t/aabeNtDTSyaS8ASAcYIeWFhma3X7NmzX8XF1RPRPvLIlxoyZLHeffcH18uX6j79dJWGD/89JRalCZ3D0kmGZWzBqXQ+gbol1apoxoz1OvbYQTrjjDcTsn+rDoRVO0pc20qxL+T/8FuLzukclhUV1cfMRA2JAQAkz5VXjtHYsSt09dUfxfR6YzLI9u2FbhUrqehORPff/36lsWNX6PLLRye7KJbSqU8Yy6I7mzfvc7TfdBPr979vX4ny80sYEo6aZWyvRUXRA5a7d+9Xs2b91LLlKyHPTZy4xs2ipYVbbhmvKVN26umnZya7KFGFzmHp5LXxn/jS6NyZMKlQR++8U3Xj4qefdiRk/8noQKRTx05KjXaUDE6HuRkzLAlYAkD6mjPn12QXwTPM58okFsTDNm3KT+r7B4+Sc3MOy9LSioSNooqXm+0xjeOVUUdRWvH5fDr22EFq0uQlFRQY1z0hYIkEM0bI7QQsFy6smuth794SrV+/J2HlSjeffbY62UWIKp5Fd4yZRk7Q0Yku1eYKSnTgxm4HIt4JpSOUIEH7RbI5HeJiPO7VqkW7AACElwJdOFtqYjhoqvN+fz228lVW+tSixStJD8iG42a9p3OGZWUMEcvS0grt2FEkSXr33aWBxxNVTQQsEWD8Ye/fb29IuB+riqeXeBbdCR5OjsyV+IBl+nYgaorn+9EpggxLAEBmo0NhxWk/y+0AZ2hGZfCclrHtd+/e4pjnc60Jdj+XnUuJdL7ciOX7N/Z5V66sHkWXqOA8AUsEGLOQjPNSwl2pECBwOiTceICK5U5N8D5gLdXuZHslw5JVws1SrR0lg/Mh4cY5LOlaAQDSH3336JzU0f79ZTr++Nd1003j4npP8w39zFkl3Pix7Y6usnOtki4JErNnh05nEVvAsrrPa5yPN1Ej2uhVI8DYYIuLvTkfRTpIhZN7cJakkwMQc1jWjFRoR4k+wadLByK5vN+OksF4zLM3JJwMSwCAtV9/zdO4cSuTXQzXcQM0Oif1MmnSz/rll90aN26ldu/eH8d7hn/TaBmXNW379kKNHr1cJSXxJ0vFsuiOnWsJr/Tr4r3uWbt2V8hjsQQZjX3evXsTP8qWgCUCjA3WjYMGrCX7xGBHfIvuuDGHpffrKFhhYanOPvtt9er1TbKL4hmJTjRLToZl6rXNSNLs47jGfBHmLMOSODoAwOioowbq009XJbsYSIJY+4179sQesDRK3Dzu7jj33HfUufNnuvfeya7uN54h4du3F+ovf3kz4jbJEG85jIFGv1jap7HPa4wZJeqagoAlAowNtqSEDMtESYUAgdM5LN1YdCfVff/9Vi1atFm9e89OWB2k2mqMXhkSnooB8JqSCu0oGZx24IydQOoUQE377rstys0tSHYxkGHS7SZuIjipImO/OZ6qjZSJ59Yclm6Nclq3rmrh3pEjfwx5bvXqnfrll90x7TeeDMtevb7R0qW5hm1iKoLnWAWv482wdHqDPxYELBFAhiX84smwtLp7Y0eqd3r8875WVvpUVORs0ap0lfghFPb2n+pty23m+qBurMSzSjhTWAKoSUuX5uqss97SoYe+muyiIIVs3pyvTZv2xrWPmghWpDon9RLLHIzR/PzzLtPaFKnyNRUUlOrEE4foT38aHJJIY4fdz2l1rbJ/f3AcJPUilhUVlbrllk/12mvzA49ZtalY2kO40ZQELJFwxjbm9MCQKgc/L0iFugoNWEbLsKx+PlMzLI1ZyYWFiQlYptpcQYmfw9Lediy6k3qmTl2rTp0+iWsOp3g4X3SHhgEgvLy8YtPiBG6aM6d6IQVumMKOiopK/fGPr+mIIwaooKDUpb2mXlDHa8wZlqH9ildemafHHpvuaJ/du3+p8857N+zzXgo0L1z4e+Df27ZVZ4x//vlqW683XhfYz7CMvk0q3oieOHGNPvroJ/XoMV3791edF6zqJJbFcsNd68e47m5UKVj9SBRj1D140RVklvgW3Yl/DksPnTttM2Yl79uX+AmIvdTBCMfY8XLrTrFxPyy6Ez+vNqOOHUfr449X6JprPkrK+8eTYclFG4BgBx3UVy1avKK8vGLX9127dvXlXKx9MNjnRt8j2X04YwbZO+98H/N+nN7cy0ROqsW8aEzo848/nqNXX52v8eOdzYe6ZMlWw37dGRKeCOec847l46EZj9ai1V+018Szjdfk51dfi/pv/lvPYel83zV9k56AJQKMBzCnHZ4U/B0nTSqc0J1+/+Y5LL3/+RLBmGG5a1dissJSoe0YJSJgacz+tp9hmZh6S4fjnteb1Jw5v8X82niyRsiwdMd3321Rjx5fau9e94M0QCrq02eO6/usVav6ci5TR7nAGWOfLJ6b7F7vQ9SkiorKQCabkZM+aLQMS7/Jk392VrgE8OI1yfffVwdm7V532Jm+KhX7+8avx/8Z3RoSHu48w5BwJJyxEaf6xVdZWYUnD6SpInhKACcp3pk6h6Uxw3LXrqIklsQ7jJ0Aty6ijNm/Vh2IRDejVG+nUnAdefvzxNpJHDJkkRo16qPBgxfF9HqnX7OTVcJjmYspVZ111lt67bUFuu66j5NdFMATErEwTq1a1QcdMixhh/GaLzuO8a5kWFY7/fQ31aDBiyE36JxlWFb/O1GreweXJ9bvrSa/brtl/OKLtYF/2x3qbNVnC37MCxmW5eWVjurcWGf+8lsHLONbdMeIIeFIOGN7tXOQ9Op5KS+vWH/4w8u67LJRyS5Kygrt8Nr/sjP17r4xwzJR8+6l2rB5c8DS/QxLuxJ1Ak0HXm9HsXYSH3hgqiTpoYemxvR680VY9O3ttu9hw77TAQc8rwkT7M3H5ISXLxa//npjsosAJE2iEwIYEg6njOcLY8A7vn26spuU9dNP2yVJTz45w/R47BmW7pTLb8qUtRo7doVr+6vJPkcs/Xi7r7E3JNz5+7upoKBUhx76qr76an3YbV55ZZ4pYcb49fjLH26V8LfeWqK5c+2PaKrpa30ClggwNuJE3dWJx9ixK7R48eao240bt0L5+SX68st1Kix0ayJp93j5otLP6RyWxs8Uy+S9Vfuw3l+qMGZY1sRCIalQR4kZEm7MZEv+HU8kVuJXmrfm9Hhkt/N2331fSJLrGYe7d+/XEUcM0P33f+HqfgHEz3j+S0RAkYAlnDJnWMZ+nk2BrmiN27Ahz/R3rHNYBvcrrDLmnLj88tG6+eZP9Msvu2Iunxuvi+29nL9ZfBmW5geT1Rf1mzp1rXbujDx67/HHc9Su3QeBv63ai1Vf9YcfcnX33ZN1/vkjbNdzuBtvPl9izj8ELBEQ3EijBRiCf+CJDKCsW7dbN9/8iS69dJSj9ykutjdJb01KhZO701XCza9NgQ+YAMYMy7y8xC+6kwqMxwj3hoRX17PdZunmsSkVfr9OeD3wnbyAZewZlnYuJNyu9jfeWKzff8/X0KHfubtjIENMn75OP/6Ym5B9mzMs3b+gM85hyaKZVX76abumTfsl2cVwLC+vWGPGLE94woXxnGVsP055pQ/x9tvf6+ijB2rVqh3JLkpIoCzWOgq+FnPrxv+YMT+Z/o59SLg3vvtwjF9DZaVPF144UjfdNC5ku1SYw9JugHrp0upzmN0Myy1b9gX+vX17oa33CT+HpfnvX37ZrQkTVsfdVghYIiC4EUcK9r399vfq2HG06bFEHrf8P6bdu/drz57Unrzf48d3SVYBy8jbmxfdyczOsjHDMlELTHi9cxAsEUPCS0uNQ8KTWx8p9nUEOA3GJVOyOomJyrBMlFQ7NgBesnr1TnXo8KFOP/3NhPyWEp1haRzSa+yLZLJTThmqyy4bpW+/jX3htmS47rqPdeutn+mGG8Ym9H3M56zq9jlx4hqdeupQLVu2LaHv77auXSdp48Y8XXDByGQXJaS/6+SQEmlkUrh+yaBBC3XmmcNtz5/v1o3gVMqw/Omn7Zo161eNG7dSa9eaM0ytgoFO57B89NEv9Y9/vJ+wOcpj6QuHG/4drE6dWoF/2030Cp9haf77T38arGuv/VgffrjM1n7DIWCJgOBGZrXSmV/XrpMsXp+4I9fevdUZa17Mmkw3wXfonXy1sd4BTPULbmOGZX4+GZZS4oeE28+wdOWt08KiRZtNq9i7WTc+n0+33PKpHn98umv79EKGpR1eWqgu1Y+lQE374YfqlWV/+WW36/s3BocSPYdlIvvI//73RN133+SE7T8Rnn56ZrKL4MjMmRslSdOmrUvo+5jbYfV59uqrP9Ly5dt1zjlv29qP16ZzijZstiaEBhrt14sxMOXv727cmKcVK7aH3c/DD0/TkiVbdfnloy2fDxbcr4p9SHjNfd+xvJXxezCWdc2a4IBl9H1FC1j2779AX3+9IWHHm1imADBP1+Yz/d+odu3qfYc7f3z//Vbl5hbowQen6J//nOB4lfDgeV2dqh3Xq5FWghvx/v3OOj2JPG4ZA0BFRd6blzJYfn6Jtm7dpz//+Q8hz3nhhB6N0yHhxufd6IynQBWFMGY1JCpg6bWOYTSR5uKJVbJXWE6Feg9n5swNuvji94Mede/zLF2aq48+qhpq9MgjbdSqVaOY9mP8jr0xh2X07ZOdYWlUWelzbREFK6tX79Qjj3ypp5++QGed1TJh75Mpnnrqa+3dW6zBgzsmuygZy3hTvEGDOq7vvyaHhCcqYLl9e6HeeecHSVKXLn/RmWcelpD3cVu0jNZdu4q0d2+JjjnmoBoqUZVkdyWM7dAqFmL3GtDNPtEbbyzWrFm/6sMPrzVlfaWa0Lkn7b/WfKO/aj9HHz1QkvTrrw8HnrMKYC1fbi8r1r2AZWyvi+29Ir/Z668vClk0xjgk3FhfwdcR1hmWWUF/2yvnrFkb7W3oUCwZlgUF1fESf/VFy7Dcty80xrJs2TadccZw02PHHdfM8j19PmnEiB80adLPGjXqusDj8Wb+k2GJgOCDQUGB/aBLZaUv6sFk69Z9ph+PE8YAkLFjaSXZnQBJOvLIATrhhCGOVtzykuCDuZM6jTVg6YXvLR7GDMtY27kTqVBfiVkl3PnFXqKCjKkWvJw6NXQ+Lzc/gnG4/urVO2Pej/FCKZ65teJhHjZvZ0h4ctuCsXPtxne6YcMe3XzzJ/ruuy0hz1111RhNm/aL2rZ9N/438ojdu/frlls+1fTp7mQ1vfzyt/rPf3KibldZ6dMLL8zR668v1tSpa115bziXl1c9jUsiFnMzDwlPbIZlpNFR8TAeB+fP/z0h75EI0Y7ff/jDyzr22EFav36P7X260USS3X8wtsl42rz5Y8RXMd26TdHYsSv02GPujdJIhtAh4U4yLI2BtUrT9Vj//vMN20XeT6T3DL0R7P2RcdHe6sEHp+rjj80roIcLygcHlN28Me4k0L9u3W7bdRjLb/Sxx6r7IP73sQ5YVp8/rBJuZs/+NeQx46gEI59PuuuuiRo/frW6dJkYeDzG9XgDCFgiILgRO1k4xOeLfDDZvr1QrVr118EHv2x6fPXqnfr3vydG7SgY5wSMFrD0An/n178irFGyOyl2xDPRs5cyjWqS8e5RoiZLT4W2Y2QOWCZz0R1X3jrlJXo+SLcu9I0X3G50JGOZUzaeDMtkHwPdmH7hxhvHaezYFTrrrLdCntu4MS/u/XvNY49N10cf/aQOHT50ZX9PPPGV+vWbpylTfo64nfG7+uqrDa68N5wzXqQZv5M1a6r6qOvWxTdMPPEZlsY5LBMzCsF4HEzUeySTnRsMbkp2v8S8UJw7+4z13FNaWqEHHpgS+PvLLxM7HD7RIs09GU3wVEqFhdX9oej9EntfZDpkWG7fXhj1msj4PRg/c/BNI+tVws1/z5hh7/xsN2DZs+dMHXfcYD388DRb28crUoal8fxhd4RgaWm4IeHVj/untwj3vk4QsERA8O8+L69qnrPi4vKoQyp8vsgZlgsX/h7Yl/Fip02bd/TOOz/oggtGRNy/8QcU7ceU7JW8jKwulJPdSbEjNIst2pDw6n/HnmGZAhUTgbEDb+xgJEoq1JfxJJiIOSyTseiO00BWMpSWVlgOnbcKKCbqM8TzfRs7fG4cz5s27WvKoLIjngxLt9p6rNw4NkTKkPVqu49HPBnBwYz1P2mS/YClsaOPmmXsqxm/v4suek/vvPODzjwzNHDvhNvHh9Wrd6pHjy+Vm1sQ8lyihoQbrwPceo+ysoqE3+Cxe7xyeo6IV7L7cG7Vu/lzxPaZhg37TkOGLHalPF7g1hyW5eWVphFbxukqrPtGsWXrRSveV1+t1//+N8PxdGHxCtffHjHiB7Vo8Yq6dZsS+iLT662ziIM/h52b7XaTpewuqvb883MkSYMHL7K1fbx9YX9dWF2jG7MfrW5GWX3P5gVQrbm5jgEBSwQEN6a9e0tUWFiqo48eGHXy5WgZlgccUD0/gnEVM38Hwb8KeDjGA0V+fuqsEp6IoUU1ITTD0v5r3eiMu3EOTMRKnJEYD/JO53+NRSoEDYI7CG58J7FlWKZAZbmkrKxChx76qo48ckDIb9HqcORm3Rj3b1yd0en3noghjb16feNoe6fVYrz4czr0xY3fhbnuE3sMTsffU1GRe23OWD3R+gDmwLhrRTCprPQlPYieDE5+V/n51UEBY11t3VoVEIw3mOV2huWZZw7Xa68t0IUXjgzZf6L6H8b6tHOxGs3mzflq2rRvwlfDts/d/vqSJVv0/POzw9ZVrL/JjRvz9Pjj07VixfZ4ihd20R2n3Dhubdq01/V9JlM8GZbBQ8KNAcu6de0vPeKsDiNvfMklH6hPn7khC6ck+nsy1qPx3w8+OFWSNHTod9qwIfwIzXB9sfJy82/SaiRPuHP3smXb1Lv3LFOfwXgeT9S86/HGEyJlWBrPSWVloecPq+853HoCxjo3Jq3E228kYImA4MaUn1+iX37ZrdzcAi1ZslU7dhRGenXEfRsPsvv2hd6liDZPmTGr0mpC2LClSsDBNNY7ZakktKMfLcPSeFKJrTPu5nf1wQc/6sADX9TYsSuib+wS45DweAIukdpXqnXijCfuu+6aqFatXo17uHy0VcITf8fX21/Chg152r17v7ZuLdCaNeassUTfQDFWjb9T9Pzzs9Ww4YtasMD+nGfG7B27RV6xYrsGDlwQ9uLQH3iwy2p1xUjMGVT2j4Hz5m1SvXrPq3fvWY7KF0mig1Me/wnExM2ApXkYmv1tE1GvlZU+nX76MJ144pC420W0kTRe0rPnTDVs+KLlHKxWzBmW7pfH7Tks/aM4/KvdGstcWhpbwHLx4s0aOnRx2O/YeIFqlWH56acrNXly5Ixio+nT16moqEwTJqwJjOhKJrdPj2ee+ZaefnqmHnpoquXzwb/HZcu2adCghRH36fP51K3bFL3yynxdcskHcZXPGKSIdpyyz51KtHuc+eWX3XrttfmuHr/dELrojvXn+emn7Ro0aGHY4E95eYXpt2acqzYewW3d7jFvxIgfgl5n/UKfz6dhw77T4sWbYyme5f7DlfG004aFfX24m0N2hoSHc9ppw/TMM9/orrs+N7xP9f4SteChWxmW0QKW4YZ6Bwu/AKp18JYMS7gmuDHl55do167qToQxM9JKpBOMMcPSKq062g881oCl2xdu77//ow4++GXbq4DV5BBMNwUfiJzEIJO9+IQkzZnzm0pKKvT//t/XNfaebmRYPvzwVB155ICovzUpNdqR8WQ1e/av2rGjSI8+Gt9k6rGsEp4qF9luMHZugxd/qskbKP5j79NPz1RpaYUuu8z+3IDG34/dr+7kk4eqe/cv9b//zbB83uldb+P7nnvuu3rllXkRtzdnWNpvb3fd9bkqKnx65plvHJUvEjeae+QbJ+n3e0pUwNLJtk7qdcyY5frxx9yo2+3aVaTly7fr5593aeLENbb3H6yy0qe2bd/VRRe9lxLf/3PPzf6/484oW9sb+6WJCPgbjw+JGP1h/E6Ki+2dI3/6abtGjVoWeO3f/va27r9/ioYN+85ye2O5g1d8zcsr1g03jNOVV47Rnj32go/GY/LmzZFHWdWERN3Qe/vt7y0f37AhTyNHLg20jdNOGxZ1PrsrrxyjKVOqFudyehMumHuL7iRvOpTjjx+sHj2mq2vXidE3rkF2MyxPOWWoHn54milz0Vif5eU+U5/XrcByrF+33c81ceIa3XffF/rb3yKPzgznnXd+CHm/cMHLSDGBcJntwYFM61XCI5fRuMCPOfifehmWxgCu1WreVuf8cOcx46bGZDQClnBNcHvct6/EFDiJNH9DtCHhxoZqtZ9od42Mr4m2ArN5zovYfiAFBaU69dSheuIJ8yTcd945Qbt27Ve7dvbubFoduFKhsx/PPCWxHpTcrBd/8DB4mEkiGQ/yVgd8OwYNWqRNm/LVo8eXls+7MVdQTbI6v/7886649hnLKuGJ4sXfsjG71848PYkbEm7er5NF3OLJUB440DpDxU5fb8qUtTrmmIH65puNpnrZvXu/Hn888oIMwXPUlZZWaOzYFdq2LfxF5bvv/hD2OaeM323ih4THvXvPSVTAMtpFRrghb5F89dV63XrrZzr99DcdlWv9evPCMT6fTxMnrtEvv0RfUGbdut2aP/93zZr1qxYtss6a2bmzSCeeOMTVbOF47dwZ/eafFH4OS7cketEdc4ZlVf/nuus+VocOH4b9PKecMlS33TY+EBzw69NnruX2kYaEG/s8H364zHGZE3mj2+7X6V6Wob33v/LKMfrXvz5X377f2tpPRUWlvvhirWvlcqvOEzOSzdl2o0f/5Gj/33yzMewqx7GKFLiNdkwx9lvM2diVQb81+0ErJ6O17B7z7L5uxYodjvdt9O9/T7R8P6f7tBr1I1n1jZ2VL1iiMizvuutztW37jioqKhOcYWkMWIbe8NqwIS/ksXDXYuGHhNstqTUClggIbsT79pWZMiwjLXYTbaiQ8eBgNReQkyHh0QKW5nLZ3tTk3Xd/0PLl2/Xyy/Ms7yLYvUPu5SHhZWUVuvHGcerePfSObvCBKFo9ut3xjPeCwZ9lVlJSoeLimhkqYjzIx5IFaOSkjXuZVcA+3mCKsfNmt53EOEuBJa8Ha4wZlvbmsJS+/36rTjttmKZN+8W1csRTT8YMS6fHk3A3v+zcnb788tHasCHv/7LIHL2tKQixYUOe+vadq5tv/kQnnzw07Gu6dJmY9GlLErmPWP3nPzm6+OL34j6OOpG4DMtoc1ha/zsSY2ZlPIufTJ++Tldf/ZH+9KfBUbc19gnWr99juc3LL3+r1at3upotXFPCrRLulsQHLM0ZMoWFpRo/frWmT1+n8eNXR3ztI49MMwVswx1DjW0gOIvT2HZ373Y+vNtfJz6fTzNmrNfWrfYyLktKyjVlytooU80Ys0+rtq/JIcTR2lO4ALEkDR68UGed9ZZ27SpyfWV2Yzt061oleD8zZ27Q77/nR31dTZ5uNm/O10UXvae//nW4q7/1cMGx4Oec7Ke8vCJoGiTjzTDHRTS8NrZVwkOHukd/TTzfbbgberGU13wMNu8g+Fpl/fo9mj/f/jRGxphAtot3PkaMWKp5837Xyy/Pq8E5LEOPM1aJAOGTR6yDt/73/f33fM2cucFOkU0IWCIg+AKlsLDEcoGc8K8P/5zxB2AdsLQ/JDzaHHjG33SsF13G8sbTuUz2kHCfz6fbbx+vRx8NzdgbM+YnffLJSg0cuFA7d5rnJ01OhmVML7NkvNs/a9av7u04jAcemKK5c38L/B1vFmC4AFssF7fJlIgM45oMYqQic7DP3kqIV145RsuWbYs6fHLZsm06//wRmj07+m8qnhsXxgxLp3Pi1q6dbXkMctqHdNpOjZ/3009X6d13l0qyn+EVbMiQRWrf/oOY5nz1ysJnserXb55mztwYdnh/NKWlFZoz51dHC4O4GQwwZ1ja3/aLL37Wv/71eUjbW79+jy64YITl/IDxXMN8++0m29saj7vhbjC7sRBLshhH8aTCHJaR9l9cXG76DMuXb4v42oKCMp1zzjuBv+vUqWW5XaQh4cbnYglY+ss/efLPatfuAx1++Gu2Xte9+zRdfvloXXqpvaH/99//hS6/fLSuuGJ0yHPJWiQz0ts+9NA0fffdFl155ZiYR+6E416GpXVQ6ZtvNurii9+3/V2G26fbfvuteuTVvHn2j4HRmINr5uecfB7jthUVvqDr0cj7SfR5O5bMzHj6I/G2A+P3YKy7aH3jY48dpB9/jHzcNEr0kPClS62nf4nl2jxawNJuXyh44SKrMhmDt/7HDz/8NV188fuaMCHyjbRgBCwRENyICwrMGZZWi+VUvzbyD8fYmTHeyfWLFrA0Bjmd3Bl1cqxbu3aXZdniYd0RqbkrwZ9/3qUPP1ym/v0X6Ndf80zPffbZqsC/g+cPCg4KRc+wNJ6okz9k15h1MmOGszs55eWV+vHHXNsngoKCUg0ZsjhkH/GwU4epELC0ugCIt3lEW3SnJvl8VcPuvDThuzHYF9y5DbdKuN0VcC+/fLTmzv1Nf//7yJDnBg5coNtvHx/4O9ZO6u7d+3XTTZ8E/g7XQa+oqPqdBr9PnTrZlhd2WVmRuzvBQ7et2tYVV4zW1KnWQ/KCO8B2M4SMUyRs3lydifLAA1OVk7Net9023uplEXl9Rej8/BJdc81H+uijyMP4nGQ4GD344BRdcMFI3XbbZzG9PtjYsSt09dUf6Ycfttqan8+86I79IeEbN+7VyJFLNWmSOTDZpctEzZnzm668ckzI62PN3HHKeNxN1KICyWS8KZ6IDEjjcSyeERRPPfW15SIuxu+2rKwyKBMr+ve1enX1Am116lgfKyMNCTfWWSwrqvt/B/4sf7vBtGHDlkiS6YZxMGPdjBixVJI0c+bG/3su+cfKfftK9cUXkRcrWrZsW1zZ1FbM7dz9VcLnzPnVsE3keo51EZhYmEeEufdbNwcanWciWm1bVlZpOvYa9+tmHdndVyyZo/EFLK33Y39IuPXcwW4PCTfuLxHnx3D9CGftKnzA0ngTze6Nx3A33sxzWIYfEu50PQMClggIbkxFRcEBy8gT20b64Rh/zFZDy6OlUBuDpc4ClvZ+zatW7dDxx7+uli1ftdiH7bcL4fYd2127ihwFVY3vP39+9Z3EkpJyffnlusDfwd9JusxhKcn2KqF+d931uU4//c2Q+UvDsTq4xxsw8HrAwY7ffttr+Tni/WzJXnQneF/jx692LTAiSc89N0vPPvtNzK+PPCTcOuPb7h3hSEG47t2/DKxYW7Vf53VeXl6pf/5zQlD5rPfz+OM5Ov30NwNzHfllZ2eZzlvVj0d+7+DFDqze94sv1qpjx9DMHCn0mBnLXfY//vE1FRWZz7Pfflt1IV5Z6dOGDXvCvtY8ssDxW4ew+/2tW7dHL7+8Ud9/b38+sD595ujzz9folls+jVIG27s0GT68apGLceNWqnv3aXH//m+++RNNnLhGf/3rcDVr1i/q9k6OcVZlM56rpdAsXSfzldqfCy7yhsbj7tixKyJsmZqMv99EBCzNgek8WwvrBSsrq9ALL8zR4MGLQp4LHhJu/DqdZpfbybAM7vdEm/YpGqubvEVFZbrjjvGOM3GccJINbeR23/6KK0JvRgS/n9tDws2f3a0suOp6qVu3duDfTheidLPPFnx9E7zv337b68rInchDwu0HbIMDn+FG/EVrg5HecseOwqBH7AYAnX0uKb4+f7zXC8YbH88/Pzvwb3+dFhaW6o47xlvO0Rjr+8R7bBg8eKEeeWSa6bPXqpVlWRdOFkf0/2l1fjOvEm7vtxDuuzEGMo2jMYLL43REBgFLBAQ3vqqAZXWnyq05LP37MQ8xCv8DLykpN52ogwOWeXnFYU82ds95OTnrJVVd7AffxYzngGnVUYz1PFxUVKY//OFlNW3a1/bJvF696g6Df9GL3bv36733fjR9zngDluYTta2iJZTxs61dG31BAaMPPqiaMP6VV+bb2t7q4O/zxdfhCvdS8yp53g1qzpq1UUceOcC08qFf/AFL5w0s0VX19dfRs3grKiqjDpXbubNIPXt+o169Zmnlyu0xlcXY9oPvgIbrR9kNrjkZQhZLNsgVV4wOyS4Ldzx57bUFkqoyZoy/hV279lsOQYv2GYPn2XI+h6X5BdHmZQ5n+PAllo/fc88kHXPMoMDnNioqKlNhoXEYvXXhCwtLXc8GPvHEofr22zydc84I26/ZscNesMaNGzcDBy4MZFW5ZdasjeradaI2bswLeW737v26++5Jgb+jXbts3x584Vh1wfPoo19q3LiqwGBw23WyKq/dRX2i7cd43B07dmXEbVNdIvowwfUbad5Cv127inTvvZO1cGFVpnGkoI/xeFVSUhFX/yBchqWxnx18fDf2GSMlN4RjVd5XXpmnDz5Ypmuv/djx/uyKd6XsvXuLa2QqhKys+OartWI8Z/l8VX0Uuyu8h1e9z7p1qwPfsUxt4pYmTV4K+9yyZdt15JEDdNZZb8X9PpGOy1bZgeEW3QvOsDS2L2OfLp64WPAiRTWVYdm//3wNGBDahwknXJ3aL2/1v40LVvmveV9+eV7gms/qPe0yXwfG12956KFpGjBgoWnxsuzscAHL8PsJdx1vnWEZeQ5LK+EW6zMOFTfOhxz8vk5vpBGwREDwj7SoqMx0Zz/SCSdaZ9f4Y/APhzEOi4l0MRkcTDOetHNzC3TQQX11wglDAo9FussVjvH9gwNQ8Vw0uTmHpfHi6JtvNjp+/d69xfr993wdd9wg3XPPZNNzwXXsdNEdo1izExI1h2WkVXqDvffeUsfvFW74t9M7yuEmh05Fb7zxXdjn3JzD0ufzqaKi0vWOfCJcfPH7at68n5Yts56LRjJnUjmZX87I2O6MUwts21agZ58NXb3X5/PF1PGNFviKZSizMevbz85vwU7miZPVmqO97/PPz9bEiWsCf8+atVH/+c9Xpm1iHRYUHNT2/1zefrvq4iZ4PuLy8ko1atRHL7wwJ2LZy8oqdOCBfdS4cZ/AsWbq1LV69tlvHHeEa4pbN2XGj18VfaOg943Uvq+99mO9/fYP+tvfQi9yH310usaNqw7oRWp3X3zxs0466Y2Qx997b6n691+gm276RBUVlRH7R4kMWJaWVgSOtzU1d/D332/VE0/kRLxB7rdp01498sg00yJAbgTkE51hKclWhuVDD03Tm28uCcwvGemzGfdfVlYRVx/igAOiZ1gGn3ONwa9YApbl5ZXasmWfqe9gnGswUWLNsJSqjtVNm/bV0UcPdLlUobKzs8IGE6Mdr8IJ7nNedNF7tjLIQ9+/+t/G+jQmTDgNWLp9/lmypGqkVUlJuakd+4fiO5mvMNgnn6xUv37fqn//6iSHcNltxn936WIeHWL12qoMy5obEr5mzU49+uiXYa+b7M5hafwt+dvEnj379eij0/XII19q3Tp7iSThjmOxDAk3ys2tulFonIYn2ntGYr4OjGd6her3Nt68Dx+wDF/WcNfxsawS7kS44fHBRXW6OBEBSwQEN+Li4uAh4ZE7S5GOH8YfTkFB2f/9394JLLjjarwg988ntn79HsthKHYPauaApfOU93CsL1Zi218scwQZv9N9+0r10ENTtWdP6GuDO5jBk+nGMk9GMhk702VllcrPj15flZU+/fOfnzt6n/LyyrABy2gdtODXGX8j4U/Sxn/bq+edO4v07LPfRBxO6rZIZXM7w/K004apWbO+NXYH3+qj2fkq/AvV3H77hLDbGH/XjRvXjbi/tWt3qXfvWaYpIsrLzcHbigpfoJ3deWf4941l+HLDhi/qxRfnRNxm6dLww4RLSyv0wguzAxcS4dhp53a++2gXo07mS3z66Zm6+uqPAnV74YXvhQzbDc6w9Pl8uummcVH3HZrdFXrh89FHP2n06OWSqjL0Ig0/85dx69aqC5CKCl9gnriOHUerV69Z6tt3ruMhbFbsZucYv4tI8/26dS5x2r67dJmohg1f1OLFmy2f959D/Zmixs9gnAswmv/3/762fHzLluqLxX37SkPKb+xXRKujSFkpkTKCyssrddhh/XXEEQNUWemrsQV1zjlnhF5+eZ5uvDH6b+WRR77UgAELdfLJb8jn82nEiB/UsOGLat/+g7jKkIgbhrHcCDeuBi9FDliah4RXBAXinLV/OwHLSIvu+Ke1qKz02a7LysrQ30O8ixf6RfqJxFNPs2ZtlCRt2bJPmzYlNri6d2+Jzj33XcvnOnf+TA0bvqgVK5yNyjBe61RW+jRnTvh5QCMJdwwyBix373Y2TYDb1xG7d+9XcXG5mjfvpwsvfC/weCy/9Tff/M60ANqNN47Tf/7zlf73v+r2G2nRHavFSsrKKvXll7/837YybBs8JNx+eZ3VYdW2Z5wxXP37L9BFF71nuVVpaYUp88/qLYLP6f46NvZN7d5EjCUByShcffnP3Vblj2UxKvOQ8NDn7H4XxmNeTk71Dfzs7Kywo/nCCT5n+xMYrKfqcj4kPBxjXQT3g42Baqf9MgKWCAhu+MXFFaa7wMFzaxlVBSzD/3KsOjPGIFmkH51x9UYptKMU6fElS6LPqzV16lp9/nl1tky8GZbmyc4dvTQiYx3a/aEby75gwe8aP956LiB/8Hj37v3q33++Nm0KHh4ZuQ6cDFGzs494Bd8hsrPwjtOD9O7d+9Wq1au6/vqxls9HCsjPmfOrmjR5Sa++Os/y/e3Uod3quuOO8erVa5bOOGO4vRe4IJ6hh9EEZ/qsWLFD+/eX64UXZod5Rc1krL7zzvdasCB60GvnztAhoH7GgGWDBnUi7ue004bpmWe+0dVXfyRJ+uc/J6hly1dMWSmLF2/WgQe+qIEDF4RdDdPJHJbBwgVc/LZsCT/nZf/+8/XUUzN15pmRh2LZaed2sksifUZ/8M/IzlQSkVYADz725+SsN2XehRMpM8Pvlls+VefOn+nXX/Msz3v+9v7GG4vVpMlL+uqr9ab95uaasyf+97+vdeaZw+M+BufkrLO1D2Ng4A9/6Kd77plkuZ1bpwSngQj/EHI7Q1Efe2y6mjZ9ST//HC5QGT4QbOfzlZSUJyXDcvPmfO3cWaTc3AJ9/fV6x1kX8bal6dNDs62D+YPD+/eX65prPtZdd1VlLPmn+LHrk0/Mv8tIQXR//3DFiu16/fVFthfYc5LB7RfcJ4kcsKz+d1lZRVwrQIcfEh5+JVljPRQWlqmiolKnnDJUZ5wR/rgSnEkWfFPVvaze8HURT4KCsT6SOcpjzJiq4b3XXVfVF7X7GRKRrWc81hoD38EZxRs27NGAAQsi3myM9jleeWVexOeN/Iv0GadOCX6PSAvL+v3003bde+8XuvLKMRGvGSINnT722EEqLg79LV966SiVl1cG/S58pnZm/J25Ozd71bWwv35WrQp/4+3228cHfqtWZWjY8EXTNZfVsc7ulFt2kjciCVdHVfP8Wj8Xf4ZlteLict1770pdeqn13OdW2/sZYx+xZFiGBiyrFu96992lIdsaj4PhVv+2y3jcDu67GKdecDoKiYAlAoJ/DPv3l5suoIMP9EZVc/aF37c5YFn1gzQGdCL96IIzLMN1nKvuEP5qGlZ4/fVjowZSO3Ycbeoch3Zgwr7cknF7N4eEm9OsI/90N23aq3fe+d508Js5c8P/lSl0e/93ceedE/Too9MtMjHslzOejnIs72fFuFKyVJ3dFonTgOWHHy7Tjh1FWrzYOkMs0nyFN9/8iYqKyvTYY9UL+4QLWPp8Pn344TKtXLkjpg6KP5vKKrM2USKd8O1+hvLySo0cudTiIsa6kx280n1N2r+/TP/+9yS1afOOfD6fZs3aGPaCO3hBg5kzN+irr6ousJ3MH+XPNJ81q6ptv/fej9q1a7/eeeeHwDa9e89WSUmFunf/0nIffm4vIOAX7gL7tdfmW85vasVOe4l3GGjnzqGLJgUHMaxEaufG0Qk+n892Bk7wx921a7/lPIeS9P77P1oet/z76NZtioqKynTZZaNMz1sFr3/4Idc0DUEsx+AuXSbpuOMGq6Ag8oWfsbnt3Vui4cO/twy8uncRHfn5cN9juHo3evXV+SosLAssmhG6r+o3X758m1q2fFWvvTZfTz31tZYtiz4MMS+vOGLH3knA0ipb1+rfwX9/9dV6xwGZmrhJdOaZrQL/Nk7R4FRwNme4sk+cuEaNGvXRDTeM1cknD9WDD07V//t/9o5jwfu0008y9nW7dPk8pF9jZDxOlpZWxlX/4fqX5gzL8KuEFxaWacOGPK1cuUNLl+bayl6vrPTpuOOamR6LJ2Bp57xx7bUfBY1CKtFhh/VXr16hU6dYMR57wy1U5GfMyEuULVvytWxZ1TFm0KCFUbc3fnanQX4jO1lwwf3h004bpkce+VJ33DHBcvu9e0t0yCGv6P33l4Z938cft7cwZlW5rM8nxkzIhx6aGnU/xiHEvXvPijhMP9zfv/++T717W7ex9ev3hNx8MLazRExXIVV9b+EWFLTiv8lrVaelpRVRA5bbtkU/t1bt33jDzXbxor5mxowNys7ubeovV78mlgxL6zeaNetX7dhRppkzo1+DSuETssIFLCOVNfj4WVlZqdNOG2a5rbH88Wa2m5OrzM8Zr0O3bSt0dE1LwBIBwQ2nsLDUdDCKNhzFboalv9NlvJsVqc3aDViWllboggtG6rPPzKnmVivGStKECat11FEDIpZVcn7wMv7wY81cshJuXggrTzzxlf7970l6/fXq1ST9B26ruvYHLMN1qpwtuhNrhmVML7MU3EaCM4qsOA1Yhhs25Reu3UnWd+OMJyrj8999t0W33z5el176oaPy+SVjhH6k97RbnsGDF+pf//pcxxwzyPR48ByWfv6sEOsh227eiQ7dl/EEv29fqS688D116PCh5fw4xgub4uJyXXzx+7rkkg+0Y0ehqVNvN3On6j2rj5FOY48+ny/scWrNmp2BYUqxCJ7H9dNPV+qeeyapR4/pDspX9f/ly7dp4MAFmjEj9MLKTmbr8OHfa8iQxbbf146pU9fq2GMHRd2uvLxS9etHzpj1q7ToYV93nXWm36BBCy0DScHD7KuyNqr/fvfdpYEFXYyM2bnGdv7ZZ/YWWSkoKNX69Xt0771fRNzOKkDuX3k63MJiv/+erz//+XW9/PK3tspifr/Iz0cKBNnlX7Qp+MLFeF65557J2r69UD16TDfNORrJrl37Tb/PXr2+0aOPVv9+nAQs7Q6NXbJki6ld9+07L+yFlJ39JUJhYanjINA990xSo0Z99MknK/Xxxz+FzagKF0x8663vtX9/uT79tLqP2b+/vQUk4s2wfPfdpRGnAjJ+t6Wl5ab99+z5jd5//0db5ZTC9y/trhK+f3+Z6bdrZwXeykqf5s41D0mO58LZzil/woQ1+vXXvMDfCxZs1tatBXr22W+ivra83LxATbQ++ZVXRl4F3A2VldJdd32u7dsL9fDD06Jub2znU6asjbBlZOY+kTk70C84sOcfYRd8veaXl1esnTuLdOedzqZpCidcQMlY9nCLiJi3r/73Cy/M0cUXv2+5XbTFaX75xXwjPtxrqzIsrRfdidbGnXR7nR6v/eekmlwlfM6cX3XccYO0fPk2B1nEzt/bzaHnTt8/3I3BWrWyw841Hm5Ni+BjdKTjqbGcpaXxBiyr9xUpGSI/v0QtW75me78ELBEQ/GMIzqiM1KmPNoeluTPjLMPSOEebVNUZsxJukZNwv5drr/3YMisr/oBl9fZWgYBYgyfGckXLiPJnpflXl4wm2hxwiTzxJULwQd/OfKnuByzDDxe1OnEY39/YQfHfidy0Kd90IqnpuUJLSso1ZcpaW/MFujEk/OuvN1o+Hm6uz2gZDjXFeGE/bFjVAgLGzrJxuJ3xmDpixA+mILeTizXjTR2nN0kiDQk/4YQhuvTSUYEMUKeCzyE33DBOw4d/H7JdVlYvZWX1CrufoqJSnXrqMHXv/qXatftATz1lHopud+7ZBx6YogULfjct0hFPFs+//z3JtK9wysoqTfN5RWL1sw43PGvnzv36/PPQaT6uuebjkHl7g48XVllExcXl6tfvW5166lBTOa6/Pvp8gkajRi23rJeLL35PpaUVlufkkSOXavr0dSHzqvm9+OIc/fzzLj3xxFehL44iKytLO3cWhQyN9wt3figrq7R9Ds3OztKGDXtCpqEZNap6uoFYzo27dhWZfp/BC2dZ7bNfv2917rnvaN++kpBs/XCM291wwziLOc3N59SVK3dELLfVW+3Zs19ffvmLK1lC9933RcSbglaGD/9eBQWluvHGcerU6VNdfrl1RpHVTQMpvmNF8IVruPcwCu6TRFrMxvh9lZebMywrK30R5zAOtmTJVrVt+27I78L4+SMFLEtLK4Kyd63bnfHh7dsLtWbNrrDv57S/YzdQbyeLOpyHHqoOCnqh3+vz+Rz1GxKTrWe9gKndefcTJVzgyPi9zZ27KepvPLgdLl1qvYiicb+zZ/+qn382t+1wl3B79uwPmSrB+J0OH74kYvli5fT3VR2wjL5ttCxA/ygw63JV/3vSpJ+1bt0enX/+CAdDwp238Vh+F+br89j3FS5gmZVlXY+Rvjf/TVQ//1Q3VmJZJTz8vsIPCQ/mpH4IWCIguN0H/3AirXpclW5vL8PSf0Fvdw7L4AzLcIElO6tK2hH8A3J6IDe+3s2RluaJbCPv2B/kstuJijakMlwdfPfdFp1//ghThpMX5rAMbiP+hZ6cvCaaunUjB8giDcG2yp4zvr/xDpUxqGUMgkaqrhUrtuuCC0bYXk3+pZfm6qqrxkQ8Ub355hJdfvlo3Xdf5OwpKbFzWBrryVgHBxxQS6WlFSFZGlXb1dzFhHmOoar/G4+dq1bttFyYo7LSF3OGpXGFy3AXLOGqYN26vKgZyE8+GT5IdOGFI0M6Rn5W30UsrrnGnGFoNzvNSps27wSyxzZt2qu+fZ1n7DlVXm4/YFlaWqGOHc1DuCN16p55xnpo2YcfmuflDL5gq1s3tDxPPvmV/vOfr7R8efjFG376yd7CDm3bvqvbbjMPtZ85c2PIKud+X3+9UR06fGgaKhdubmSnx5CsrCydcspQXXLJB3rttQW64Yax6tXrm8Dzkaa78a/QbOc9rKZeMF6oxzLiYvfu/Y7nsPzPf77S/Pm/66abxgXVm3m7cPVr1R8IDg62bv2G2rf/IGzmpVW5zjtvhC69dJStDLZoPvhgWfSNopQn3CIjThe2yMsr1qJFm20HhMOVJ1hwn+TrrzdELEf16+IbEr51a4HmzdukO+4Yb3o8+KK2a9eJeuCBKZKC50CrDNu2jIxBnOBgZdV7RF+IMBy753zjDcRI/fXt2wt18cXWC5FI3glYGj939+7TdNdd4W/muTF9U9X7Wj9ubC/BaxE4sWpV5JsjdlRUVNpqE08/PTPsc3v3FjtYRKp6u7//fWTI88uWWZ9HO3YcZarP8nJf2H65m/1aq8+1YcMerV0b+ruUnF3b+vdtVdw+feaGTFljZPUZ9+4tsf3ZYxtGHkuGZfUbLVq0JdCndrqv8HNFZ1n+XiNVwwUXjDT9HWnaB2P5nVx7WO/LXoalUwQsERD8wwruLEWaw8jnq4z4wzEecP3/jnUOy3AX5G4FLN3MsEzUHJbRjgH+u8Z2OySxBizff/9HzZ37m2nxCTc6bvGciCsqQlfujrRglJ/bGZZ5ec6GhJsDlqEZyZK0cWOerbJde+3HmjPnt7Ar/QV78skZmjTp54hzAvmDUhMmhGZ05eUV66qrxujjj6smf488h6WtIoUVLuuidu1s3X//F7rnnsnxvUEU0cpv/B7987cE/77+9rfQhWZ27dqvgQOr551y0mkwZgqFa8d2sowl64yTSAtuzJr1q9q2tQ7qRFsB3K545tcK5/ff83XEEQMiXqC4pby8MuoNDr8BAxZq6lRzxkEsHcjgdhAc9Pz++9AF6bZvD58V7nfLLZ/aev/c3AJTdqHf3LmbInZin3++evEs42+tYcPqIfW7d4cvp9WQ8ezsrMAFxGOPTdenn67Ss8/OCgQTd+yIPcvK+B7RFm2INWAZac7qSMejBQs2x7TojtXXYxw665eTs17du1sPPbV6L39W5gsvzNHy5dscZVds2rQ34iJX0TiZgzNcPYVrt3/5y5s6++y3Ldt7uH3a6ZsF/4YjTWlhbAclJeW66abIWdF2+mkLF242bW+8MVZYWKa33/5BQ4Ys1tKluSE36swLuvhUVFSm668fG1hhOC+v2HSzyGouQGNf32lwzW4/o3ZtY8Ay/O/zySe/0syZG8M+H1yfffrEflMtVsHzNA4cuFAjRiwNO0Ii1gxLf/t6990fJIWfxsP4ncUTsPzxR+ssRifCnUODrzUiTS9z4olDbF/fRGt/VjetparV1CNlWBpVVvq0bJn94dGRWH2uY44ZpOOPfz1klKORkyHhwe8xcuRSvfde5Kkq4r2eNGay33PPGbZe42Queb/g9tW+/QeS3BsSLllnyQfP8e9ndb42rtAdzFjPwe0t3IKd4cSyQLAdBCwREO3AE+miNdoxyzxcpOrfdlZkk0JPdMYfk7GDES5g6S/br7/mxXRX2+kBM1rHP1bGzkVFhNhaQUFpIEBi92AZKXtWCv/9Bq8mLkWvr7y8Yt1++/iQRUncullo1U79Cz1F4jzDMnLGVF5e+PZtdcc0fMCyOthlzGSLVF925uy0Emm+Qv+JtKCgNORYMWHCak2a9LO6dq1a7deNRXeCX7Nhw56QIU/GfWVnZ1lOoF21XeT99+8/P2IWoRPmjkvVASA4YOnPLjeW66OPzHMK+vdTWemz7HzYe3/nWrR4xdZwRaPffrPOsIw0hDH5ai4jZsKE1YEVXGMRKQMwnOBOZrztwt8OIy0mZkdFRWXE86J5KGlVMLGgoFQNGx4QeDzSjRurIePG9zPuf/XqHbr99vG2sygjycqKPi1FtMXyrOzdWxLzKuElJeUhgSM7+7EK3IQb0jl7tnWWYrSbVqeeOkydOn0SdhujPXv264gjBujgg1+2tb2VcFOZWN2gCddvCjd00d8eI80baCfDcsuWfaZy2u2T/P57vum7XblyhynYaMXO8WDLln2BKREmTlxjuqFm7MPMnftryP7y86s/R2WlT/37z9dnn63S7bdXZW0GzxdoFZQxDi10GlwLbutFRWXati20X2T3VBepP1e1H/P7/e9/X4fZMnF8Pp9lBrzVvM+SvWsb43XTwoW/69ZbP9VLL83VuHEr1aXLxP/L6rR+rfE781+fbd6c77ivPWDAQtNclxs35jnuRxpHLRkF7ybSMXrr1gLb1yk7dxbpkUemxdjfrf73W299HzaA9sUXawOLF1nvx/57R2oLQ4d+Z1nGTZv22mpD4QKW//rX52rcuG7E14b7CHY/mvH3bcymjuS44wbb27lB8DnDP0rFafwgXMBy7VrrYOOpp1ovomO1aKTdOSyDj+Vt274b9nVWjMF4N2MgBCwREO2HFWnS9ao5LMO/3vgD8P871gxLc+DOuNhFuIClT+PGrdBRRw3UFVdEXwUt+GRqLJqdA160RXdiDcyZ7zaHP/AYO+B2Aw/RFh0IH7AMXfnW/13OmrVR3bp9EfK99Ow5Ux9+uEwdOsS2iEw0Vgd8O4sqOO1ERWsLwXPIGVldEBkDrcaOujGYbA5Ehm9IsVwYS1Jxcfg68Nehz1e1GIuRv5O8b1+pSkrKIx5LYrljOnTodzrmmEHq02eu6ULJ2Lyzg5ejC7J69U7dc88ky+Dfo49O10svfaspU8Iv4rB3b7GtizxjO/K3RasM5sLCUlNdBGdA+t+ra9eJOuqogWra9KW4VsJ14ptvftV331VnR/p8kVe9DyeZK7dHE0sQMFZdukx0bQSAXePGrTRlde7YEXt2mlS1kvpRRw3Uli3xfafl5ZW2puiQquarPuSQV9S06Uumjq+x8/7++z/q6ae//r+bGdbHr3CZUwMHLgpkfMUrOzsr7Dlh164iRVrcKpK8vOKoActBgxbq1VfnhTxXWloRcUh48H78rN4vXPs1ZqiF2184n3xiveBGMOPQ4cWLIwfiwgk3iqRFi1dCHuvX79v/396dh0dRpmsDv7vTJCFCUFADwyozAy7IKjLIuA6LR+QbXBEXFGVmUJhxA47O4aB4jqJsw+AxsowElcgSBEEGUEwgCAaEQEzYkX3JAoEkhGy9vN8fbXWqqquqq5LuTofcv+uaa6S7Uls/tT31vO+LzZtPmLonUFc2atmw4YhfVyrq/XP6dAlat56J3r291fdWqknbtv0HduyoPl+bqSY1mwCUkvnqQVnk18KKCrff/ORV0EL496emvi/UOnZr0yRc3XdrmzYz0bLlDL/p5Nshj5HS0iqMGfNvpKcfBxC4GyZ5n721qQS2qk+ff/n+Wy8hMX26/7kBMFfQ0KHDP33Vur/73SdYvHiPoh9d9XVU2Zy5en1KSyuRnZ2PNm3+gS5dEgMuV2779jN45BHvC78PP9yOG274J55/frWleXibhPt/ro6r7dtP+/U3aTS90XSzZm3HPfeYa+UkJ4+fCxfKMWuW9ojv0jVd/iKhpvSaqAPagxHt23ce7drNMtU3rtSVlda+i4+P9vtMznxFq15CWuDUqWL85S9fY88ec10L1OQZXevZYPPmE3jyyZWW5qN3DbE66J3V+xplhWXt+rCUX4tYYUkhEeggNaqwVDdFUM9LfjB7PAIul8evD0shhOZNlLrCUjmaVfU66VXzuN0C7723BQD8mtppUW+n3sAeeifIUPXfIN+H6hsNeUJO/hbZ7Mk+cIWl9ny0Kiylvq7uuedTJCbu9L1Rl+gNUlGTN5FHj17EuHHfKkZj1jqxm7mBt5qwDPTbyisMzDDTh6XZpJHeRaKqym2YdJP2XVWV/wOIPJmZmnpM8d3evdU3Ajk5BTWusNRLLEtv7ObO3WlYYam/TO9bwnnzdqFPn3/hiy9y8OGH3ps8+brqJQTPnr2Eq6/+ALfckhgwTuW/47RpP2DOnJ2a1T0tWkxVxKq6j8N16w7jiSeWY8GCLADe8+Af/7jEcNnBUlhYhqSk6mrVkpJKtGgxNSzLDpcnnjDXtLk+a9q0unrBbPcQepYs2VPb1QHgPT7MjlgsVTW53QInTlS/HJNGM58x4wc8++xX+N///R52+zua3VUA0O2HS+uFW03Z7TbdbkKuvXYahg//skY373l5pYaDXu3alYuXX16PceM2+DWddLuF4vx25kwJxo//VjOhIj+vaV3a9BOW1ROvXVt9fyXNL9DLQpfLg7NnL2HChO+Qm6tchnR+lCdFa1rha+X6npp6DHffvdDyyM56yduBAxf5Vb6p10eqINu//zyWLt1juZpUqwrKiNWK6xtuuFrxb/k9aHm5029+48ZVdy9TUeFS3Fd7PAJLlypbFGiNTBvMJuF6fYrrDeL5zjvpSEzc6Us46f22EqmCfubMjFpVAlv144+BE/h61YVmk9Zffrkf48Z9q/nd9u2nFV0J6TUJLy11IjnZm0TRqxYLpKrK7esneOHCLEt/q3dPqo6Ty5ed6NFjru/f6nO21cT55s0nLE0PoNbdGpkp0LBCq2pXuobv3h24uX737nORlLRbc9/J71G0mO+rUns6j0fgkUeWYd68Xab79K+Jp55a4feZVt+lgeg9q1p9PDYqPtEiPxekp1uPWT2ssKSQCHQiNrrh8/Zhaa7CEvC+fZVXFHk8Aq+99g2aNp2CnJx8xbTqG2X5esrXSa+PNqsXGP8Ky+q/l9+06N3waQ26o+zjxdLq+Cgry6qXsXr1QTRpMsX3FlUacMe7LuYWFujtjdY6V1a6NJtTCaG8YH799SG/79XOnCmpUT9199yzEDNmZCg6F9Y64QczYbl8+T4sWpQd8GbPbJcHUmyY6cNSfiwYxZFeNUDr1jNx443/p/t3lZVuVFa6kJAwHZ06KaeT78Nt25Q3yXv3Vt/Q7NgRaPAB7c/HjPk34uLe02zKJu2bCxcqVAnL6mmMKiCEqB7QJj//Mp56agX+9rf1+P77E6Zu2r/+2pvIPHSoMOAo6eoHrxdf/LdmdU9lpVvRzEndjP+rrw76PdQBoRrZU8k7aEL1v6UE0ZVEb3TPK0mTJo0CTxRmVipN5dPKX1wWFFxGZuZZRVIEAB5/XLuJ8a5d2r+10UtYq2w2m2GT8KVL9was0tKi1bRLTv5wu2yZ//lCfv+TlJSF6dMz8PTTK7B8+T5FhWOgJuF6L4Slbd606biiMsnjEVi5cj/i4t7TrfACgK5dP8bLL6/HrFk/4sUXlRWX0u8vbzEQ6OWqlnff3WxYNaVH3W2NNu0X2oEcP648p8pjvSYvU5R9nGvHmdtdPRiPmZf38r8zSnBeuFDu9/3+/dWtMMaMWatIMFVVuTF3rnK040Dd5Kive06nG++/v0V3ncwmOvTu+9R9DAZqtSJd419/XTuxF4msJNNmzMjQ/Lx//88Vg+utXn3I11ee/DcrK3PWuj/Cjh3/WeN56P2dVr9+8vs19Tk7nAM41kR5uQtxce9hz578oHWzFah7CTNeeGG15r1rkybBqbDUq2r2eISi4i9U9AaeNEvqn1jvWdX64D3WrpPBGoBLLZiDkTFhST5WKofU1BWW6uaq6puZ06cv+d0Ap6TsQ3m5CxMmKB9C1A84ytEQg5+wVB/oygpLu2w67f1hdSQvs/Ru3lavPvhL84NtANRNws0mLN2Gv7/Wd0YnaKnfI8D4gi9th3qUuED767vvjmLZsr2+Ck951abW76IVu+qOws0kLKuq3HjssRQ888zKgAPgmG32KMWL3u8rT/7qJevU9Cp5zp8vw5EjF3UHQ3E63dizpwBFRRU4evSi4uWBfD3kCcqSkkpFpW1NKywTE70VIkOH+lcRSg8z5eVO3UF37Hab5bd5n36aZflCHShO5M35JXrNEdUj75rRs+e8kN80r1hxwHLFDkUedVIkElgZ/ER+3MjPP+fOlWH6dO0HaCv0qqtqIjraHnAgtppUWAY6P8mv97t25eLjj5UDs2jdF33zzRE89liKX4JROq9oXdv1Ro7fvv0MLl+u8qvg9XiEr+rMaDC3/fvPK64nclK/mfIXxVYfxABg4sSNePBBa9WSZslPxQ6HDd99dxQffrgdM2dm+JpCalH3CVqThKr+OmnHzB13LED37nPg8Qg899xXpufXsuUMTJq0Sff7CxfKLV1Hta6hKSn+iXn5b52YuAO5udXdUfzrX7vw5pupusswe4msrNROxKoTqIEqLL3LjOxkltz27ad9rTeCKTs7H926efvVUze3r+3uqU0XM3Pm7NT8feQFHlrUieo33tCPuUhSmz6zQ0EI7efRQF1rmY0Zre4egOAmzIDQHeNjx67F5s0ngvYS1cp9FhC6Qohg7i4mLMkn0IGt9SAu/1ujKkJ13yrHjl1U3Ei7XB7fxUhdYq4eoUxqPg4ob3z0Kp8C9a+pVlXlVryh1msSrpe40KpUUC7f/LpUVLjw6adZKC5WVpbJm3hIIzdKJ7qaNAmvrHQHGAXe/zOt5uAS+WizRlUHUv83eg9DegYM+BzDhmlX02hthzr+UlL2IiFhOjZsOIIlS/bg+uun6XaoLye/ATNqpgeYG5kcAE6eLMKCBbsVca5XYank/VE2bDiC9PTjEEIgOTkbBw6cD1gNkJt7CYsWZfs9JDmdHkXsyx9c5ftVXnGnftg8dKiwVn1Yar0plaoW3W6huKDL49Jms/k1q9aaTs1q07hApxKtShG9apaaVFxlZ+fjpZf+HXjCWghU1UVUUzUdiEneV9qFC+VBaaKu1Qy1ps6eLQ1YZRHM/py0rF9/BC+9tFbxmbz1gZEvvshBQsJ0rFxprl9JOa3kl/o8bzRCqbwaT066l5G/iFqwYLdhxWa4ya8HVVUeDBjwOf72t/V4/fVvdSt+AW8M796di0OHCvH55z8pulWpLb0RmX/88QxycgqQkrLXUqVqoD4Zi4rM9e8sMZt0ll/rJ07cqOivUS9mJMo+LPWn03tpod4eM9fqLl0+DjhNXfnzn79GRYULSUm7cfbsJVN9D9bU5ctOlJU5MX/+Lt9n5eW1r7CsjR07ztaoKbr6nK3Vn2Mkkif3I4XW7x/ovKE32FttllkbweoaR8vddy/ULW6wuh1GA+xoqQ8VlsbD3FKDEnikb+OqKStJgVOnShRNZuU3TwUFlyGE8CVOtJqQVVa6ERvrUByUeoMoqA+YJ55YbngSrKpy6yZf5W+D9BKWyjcVwm8eVt44zJjxAyZO3Ii2bTdi4sS7/Jbhcnl8/YtI2ymvuLDSJNzoQVIr4WvU/9e5c9Xr0KiRHWfOlGDbttN46KGbFNNdvlwVcJQ4q7RuhtVvj6QHiUGDFmH48Ftx/ny57gjTcmZvggH9qjq1/v0/x7FjRWjevLHm+ur1R1NSUoVz5y5j4EDv4EWLFj2Ep59eCQBo0ybecJnp6Sd8FUpCvOX73OVSjuCr7Fi/er/Kjx/1g9apUyVo2bKJ7rID7TetN67yY00+YqK6SjY21mG5yaCZBy15EjfQ+v/hD5/7ffbhhz9qTlvTBMacOZmBJyK6gshfSNZ2pHJJTar1jATqI6umfbeFgzS6ek0qc7QGz1Hfd/32t9ZHXpWqn+Tz+vbbo/j2W+vdx4SDOi7T0o7h+++1m926XB707DkvHKvlJ1CyzyqrCUuz3e+oj0/5S/LGjf0fX/PySpGefgyNGimLFIyahOqti/qB30yF5b59wUs6B9v8+bsQHx+DGTMy0Lx5LFq0iAvp8iZN2ogjR6pbPpWX6w/G+PnnPwWlYj6QkSNXWZo+J+eS6fv4SFNa6sQLL1gbmCjUtAb+W7LEvxsTudomXnftyq3V36s9+aSyr8oxY/6NzEzry9ArotIaFNRoej1WCzFC9TIhmBWprLAkn0ABa1QyHKjCUn3wnDlT4ldhKf9b+Qi1Wm+LpSSO/GZDL7Gj3q6lS/fim2/0+yYyGnRHftMyZMhiTJnyvd/fK5OEWhWW5v37396RGU+dKlFcOKXf4uefL/gSSdJ6yps4mD0JVVW5DZskSaufn1+K22+fj3nzMg0rLOUJy+joKIwduw6PPpqC+fOViZaJE9PwyCNLNedRVubE2rWH/SomA22TVoWlXuJWiOoEr5k3eco4NV4PrcTZ99+fUAwQBADHjhUBUD7sKAfd0X6oLimpUjx4LFqU4/vvQNUAehdx9TGul7B0uwUKCrzVL+oKy4KC0hoPugNAs1ml/DiXX9Dls3K7hUGFpf4yrTaFCNQHn5UbhYkTN1paNlFDJa/ykloV1JbVKoTaMqoyrM+aN4/1+0x9yq3JLdDy5ftw223zdAfqqw/MVriGU7AT9YWF5Zb6xDTbXFErmThxYhqGDPlC8z6hR4+5eOKJFVi//ryFJuHaCUv5dfzIkQs1ag0Radas8fYnf+FCRchfnqj7vKyo0E9YjhjxVUjXpab++7/N9GFLZtWkqvfs2dolLOfN2xV4olpITNxZoz4+u3efq/m53rnZagWk1ecavTxHbbEPywhx6FAh7rlnITZsuDJOatJDvV4/cEYHzIYNR3HffZ/pfq9+iM/LKzWs6JOaJAohNBME0g2P/IZG703YqVPFlh5wnE63qqJKu0n4zp1n8fe/p/kdkNqD7lR/b+XGvXPna33/vWpV9QjG0m8hHxVUq8LSSsLyhx9O6X4vrfP//M9m7NhxFn/5yxrDCsu8PGXCUurv8fPPsxXbv2BBFlas8B/ZVQiBadO2YvDgL/xGJ9Q7EbtcHmzbdlqz0tbjEbjzziS/UVQBaA4cpEe+7EC/ozrRuGXLSdx110K0afMPS8sxqhhcvLg6SWl2xGzAeCQ6eewbNU1PSzsOwL/C8tKlKstNwrWOMfl5SH6cnz2rHJxG4na7ERNjvdGAfBvnzt2FXr3m6Y42DCDkzbGJyJ/8BVmwql60um8IpXrUxZ0lWufdQYMW1Xq+S5bsRWZmrl9VC9VOTbtl0LN37zlLTSXN9t2slUx8993vsWbNYaSmHvP7Thq4bteuS6aLBPQSBPL7gt/85kPY7fX/cfngweD1k2qV02k8MGukeewx/e4cqGYC9fuvRe9+v77LztbOSUybpl1pHOom3srWg97/PnGiyG8QZKv0Blmtifp/Bq5Dw4d/ifT0E74mmfVdoOSW0cVm/vxdhn17qBOW586V6Q6SA1SPXldR4dKsWJIeWJQVlto3HlarmNRNwuXJI63mquq+M7UH3alZH5byZvPp6cf91kmeiJWWUZMKS5fLg61bjRKW3vnIk8dG/XXJRzyOiYnyNeM9ebLYdAXanj3eRNgXX3iTcgUFlzF06BJF4lbumWdWom/fTzB16lbN77dsOYkXX/RPNhklLBcvzsEzz6z0xZt83QPt28pKFyZOTMOrr66HxyPwzTfmKxA8HoHc3EvIyyvVrRwGoGhyI4/TQH1YypO66u0w0yQcgG9kSHXC0u0Whr+x1mlEPu+YmCi/6eT9TOnN27jCUnd1/I7XXbty8dBD2lW/AJCbe2XeQBE1NIEGXCBztF4q6z2Q1UR9bZYZqZKSsup0+b///QJT0xn97kb3bZmZJRg58mtTy9BLWKqrpuT34mRdUVFFyPrJC4VVqw7V9So0eA88kIxly4ybjDcUVl+uWr1mqotx9uwpQIcO/0TXrnMszUeNfVhGiNqWKkeaQC+/pMFubKaG4lXOTP12oLCwzLBp5YED3jeBep2HS39rpkm4ugluIOpmKGvXHsb06RlITBysOYBMcXEFmjat7ocxmBWW8mbK8r+T3lrIE5a1qbB0Oj2GFZYSean4iRP6FZbydWjUKAoFBd5j5fz5MrRpY+7tvlTBWVRUASEE3nprI1atOqibsJTe8Mu7E1A7dKjQbxAnefN1Namyw+PxIDn5EUWyLFDJfVmZE+++6+0yICbGYemC43J58KtfzQQA9OvXVnc6edJYXo0QqPmSPGGpXi95zCgrLJXHV3Z2PoqKKjTPg/KBn9S0YlJ+LtBKOpoZOc8oYanHZrMZJlfz80vRrFkssrL8K3OJiEi//3CKTHWdAA5GVwx6zwaStWvNvSBOTNxparpgNpNsqJh8IiusdDNxpTPb729NyZ+xPB6BW28NzgBiQgSvxJIJSwvKypxo0aL636bydkF28WI5mjWLDclok2aSW1VV5ppdBurDsqioQndUb+l7p9Otm9SUkk7yg1ivmavVNxPqJuGvv74BgPeGReumxZuEa6b4dzUbVq06YNhnZmbmWcybl4l33/0Drr1W2RH2xYva/SpWV1gqm4Q7nW5FX4hWmsUY3cRKsSHffqPyfvk+cLs9vmra8nKXYWWtnNQEUAhv1duFC+ZGi5Menmw2/zgsLq5Ejx7KvkPMvPWVmq3Lpw30d/KK36lTt+Lpp7sGXI5EHtdG+1meGJZXCgR6qSD/rdUVBnpJWXUF89GjF/36r5QY9W+qFZPyJmrSSwGpyhowd7H2eDyW+7AUQr9i89SpYrRrNwutWjVhVSUREVGECDRyuVlSH+KBmBmUkYyZ7QqAiJRCnbDMydF+lqutYL7MZMLSgi5d5uDChUkBm1uGyr5953DLLYm4774OSE19NujzN5Pcqqhw1bqfOMCbiAu0uG+/PaI7grT0dtVMwrKqylqGPzl5D5o2jfb7fOXKA2jfvpnf57m5pejeXZpmv2qUTYGhQ/WblwLAffd9hpKSSmzffgZZWaMV38lHRJZzuwUKC8tw5kx1dZsQ/qOwma2wDJR8k34reeWeUT9I8rffP/+s7DDfqPpOIjWJlqxefQjXXOPfsb9VLpfH9A2qnJT/k8exlcFVhIBhv4hq8nkbDQYkT05XVFQfC4FeaMgTlvK/Uy9bPviP+vg6d+6yX3NwiZU+LGfOzFA8fEhJcfnLCjMvHWrSJNzjEbqVstLbXSYriYiIiIgo3MLd33awZGUFr2sYJiwtKCmpxKpVB/HwwzcBCFzFVBOFhWVITNyBdu2a4eLFClRVuXHPPR3Qu/evkJi4A0D1YBfBZia5VV7uQjP/nJ2fQBWWWtWV6oq4WbO24bvv/DvWBqqTGfKmJXrNRq0e6Nu2ndb83GbT3kfyKre//nWd6m/8Y0SdGJa2RWtgIHlCSs7t9vhNL4TwSwZa7T9Cqyrxl7kDMP+2xKiKsqAg8JvxigqXYj22bj2J3r1/ZWrZoSD9ZvLkltVR2Kx0dC/fdqN9Lp9OWWFpPH958271mzv5MeVyuX9ZjvCrxKyq8mD37jzf8sx2dSCP/927c/H668pBlbSqmM00Cd+8+QSys/XeEupVWOr3t2n19yUiIiIiIgoWvdaWDQkTlhbJBxOpKSEEkpNz0KNHS1y+7ERGxilUVLgwYMCv8f77W5CSsk/z7+6+u73vvz0eAbvdhi+/3IemTWMwcOCvg7Beyv8H/BMRZWXmki5Hj17Etm2n8bvftQHgn7DUSkCoEx56yUqgOvkjT6LodZ4drAO9vNyFzMxcv8+lqsZdu3IVFY+A+SbZWjwe7RHSAe/+VI94LYTw64jcasJSb3W1Bt0xYjRQjBnq5un795/HfffdUKt51oZUgapsLh1ZHYjLj6lAFZbyadXHjTzZLG2vdyAq//msX++tQrQS5vJR48yeT800h9BPVhpXWOolLK1U0BI1ZAkJ0SgqcqKyMrLOiVR/OByAS/sWjoiIqMHSG1S4IWHC0qJAHS/v2VOA+fMz8cQTXdC3r/ZgGStW7Mczz6z0+/yNN1IN552eXt2n2yuvrIfL5cHHH3s7jD53bjxWrTqAoUNvRIsWcXqzMGQmuVVSYi5hefBgIfr2/QQu138jKsru9/BvNY+nTpxeulSJIUMWY82a6pHcjh4tsjZTi/SSdVJz1l695vl9ZyapdeON1+LAgfMAgCNHLuDXv24OwNtPp95+eu21b9GtW4LiM4/Hf9TTWuRLNecTqKPzYC1X3ddNfn5pnVa8SceGlVHCw02e1LNS/a2uhh08+Avff5eVeS+Set0tGPWvqaeg4DLat5+FUaN6aJ6r3G6P376tbf8tO3ZoD8S0du3P+OyzbM3vFizIqtUyiWrDStVyXYqJsWHu3JsxfHg29CqZiQKpD7FORERE4deghj376KOP0KFDB8TGxqJPnz748ccfLc9j9uztaN78A/zzn9sVo+Pu2pWLlJS9uPXWjzF79o+4444FOHSoEIcPF2LdusMAvH3Rvf32JsyebX25ah9++KMvWQkA1103DaNGfY177/20xvPUSsBoDVpihTTSc237X1Cvx7lzZYpkZV0y6kh6+/Yzfp85nR7FSNbyfjp79pyHu+9Owrp1h9Ghwz8Nl+vfhLz2TcL1COFtxr9p0/GgzM8sKe/mdougVDfXVHWTcO0RtCOBvFIyO9t8vyFjxqzV/U5KxuslLGvq5MliTJq0SXPZHo/A0KFLFJ8ZjUhvxv795zU/N+q4nyODU12qLwmcUAwASA2Pw8E4IgqVuhgklqihi4qq6zW4cjSYCsulS5fitddew5w5c9CnTx/MmjULgwYNwsGDB3H99debno80yMQrr6xXfK5VXde58//VbqVrICenAPn5pUhIaGL5b/WaVMsVF1sb5W3y5HSUlFRhw4ajltfHSG0TGMGUmnoUNttk09N7PEDv3vPx2982x/DhXXDuXHVVZElJJTZvPonNm78wmIM2IeDXJDxYHfUKIfD3vxtXAIeCsh/LUzX+22Csx/nzZdizp7rZcaQ1Ca/pCIxG+3X58n149dXfYeDARTVdLcv27j2nO5gPBV+jRjY4nZEVy0TUsNjtNixYcDP+/Oe9bBpOFGT15QUY0ZXm//2/67B6NZ9passmatPJXj3Sp08f9O7dG//3f94kosfjQdu2bfHXv/4Vb7zxhuHflpSUoFmzZgDeAFD7kYpDLTbWgXbtTIyMo3LoUGHAaVq2bIL4+BhT01L4xcfHmO5nsr6x220R1Qw7JibK1GAwRJEqKekWjB69j30PUo01bmzH4sVdMXx4NsrLI6vqnOoPxhEREV1JHA4gJaUbhg/PRkUF77P9VQB4H8XFxYiPjzecskFUWFZVVSEzMxNvvvmm7zO73Y7+/fsjIyPDb/rKykpUVlYnfYqLpWq+4CaCQtVHVUUFcOhQzZvPRkfbIIS3gqxRIxtsNhsqKrw3kHl5FcjTaCkZE2ODxwO/Sh27XepPT0AIbzWP/OHY/kunBFFRNkRFVbdZcLkEXK7q6RwOGxwOG5xOD9w1yBFFRdkghFAM+BEJtGJA2v/S9jscNthsQFWVf7DYbN59Kn1XUuIdYMhuVw5uYrcD0dH+PUB4R3/2/m1MjPe39g5EIn7ZZ1D8Dmrq6iyjaq2oKPj9dna797fR+5voaBvcbm8sBvrtYmKUsSXFTGWlxxd7brfQXF5MjHcfav0WWvsdACo1TgcOhw1RUfCth7QO3uk9tTre1dsXbHrHsJwUR1VVHt/vERVlQ6NG1ceudK4IhVCdMx0Om69i1mj+0vlK2nbpOIuO9h6jRr9PdLQNLpd/HMu3yW73xqn0O0j/1uuTVDqnud3Ctw1ut/I3kd5JStNJn8fG2hET40TjxlWKxLvNVh33QlTHtLQO8nOGRDq2pfV1ubzLkvaXw2GD3e5dP2m7oqPtcDqFb79rxZ+0b6TppW3R2h/StSEqCmjUqPpcJy3TZgNiYsz1giMtR9pOrd9Xfq6Ljrb5Xqi4XAI2W3U8STEiPxdoLctms/mOK2la6TqoPn8L4d0mKZakc7f39xd+MSP/zbTWR348S/MC4Nse+fEtXROkZcTG2lFWVobY2CoI4dH8jaT5SHFg5TdwOoXf/YHWdjVqpD2NmWWY6fNXPq3efpbIz4E1WS8t8t9I73pel6zsSy3qOAK8cSaE+OXeTz8OGiKPR/juTWJjte/t5Od89e8iP4dI5xo5+Tzl54Ga/r56pGNFOofKjy2J+h5V6/wsnVdiYmx4663fYPLkn1Fa6vbdc8bEeL+Xzs/yc7H8OhQV5b1+SvfAdrv3b6T5REXZ4PjlyVnaF9I1BlDuS/W9kSTQ+UNN69gSwnt9Vt+fOhze/WOzea/b8vO1tK1G9yASaX9J+1iKB/W6eOcnfM8i3mm885Dud6R9LV3L5Pfg8uuNfN7SNVva/zab8vlBWj+9/SePK5tNfzr5caR2441X4fTpCpSVueFw2DSPN/n9RXS0/zpJx1lUlHc95NdB6biqvpeW5qncRok6dr3nR/jd6wHS/aP2PYe03dK6eH8Xm2/50vrL7z+k+x2r52CtZ0z59dFu9xajSOsSFeUdfE3+vB4ba1f8TvKYkVRVeWCzVcea3rOMVrzJ10+6d5Xuj6RjSb3fpGMmKqr6Xk86nuV5iquuikJ5eTkaN3ZCCLfu8Sc990vP+lrPIVIsS7+D9PtL5z/1s5e0b9XN0rWOBfVvLZ1n9X5z+TlPfjyoczTSuknzkmK/OsdTqfgtjDSICsuzZ8+idevW+OGHH9C3b1/f5xMmTEB6ejq2b9+umP7tt9/G5Mnmm/gSERERERERERFRYEeOHEHHjh0Np2kQFZZWvfnmm3jttdd8/y4qKkL79u1x8uTJX5qGk5bevXtjx44ddb0aEaukpARt27bFqVOnApY+N2SMI2OMI3MYR8YYR+YwjowxjsxhHBljHJnDODLGODKHcWSMcWQO48gY48hYcXEx2rVrh+bNmwectkEkLK+99lpERUUhP185cm5+fj5atmzpN31MTAxiYmL8Pm/WrBkDzkBUVBT3jwnx8fHcTwYYR+YwjowxjsxhHBljHJnDODLGODKHcWSMcWQO48gY48gcxpExxpE5jCNjdnvgLm4iqxOcEImOjkavXr2Qmlo9yrHH40FqaqqiiTjVzpgxY+p6FegKwDiiYGAcUTAwjigYGEcUDIwjCgbGEQUD44jCpUH0YQkAS5cuxbPPPou5c+fi9ttvx6xZs7Bs2TIcOHAACQkJhn8rjRJuZhQjIj2MIwoGxhEFA+OIgoFxRMHAOKJgYBxRMDCOKBgYR8as7J8G0SQcAIYNG4Zz585h0qRJyMvLQ/fu3bF+/fqAyUrA20T8rbfe0mwmTmQW44iCgXFEwcA4omBgHFEwMI4oGBhHFAyMIwoGxpExK/unwVRYEhERERERERERUeRrEH1YEhERERERERERUf3AhCURERERERERERFFDCYsiYiIiIiIiIiIKGIwYUlEREREREREREQRo8EkLKdMmYLevXujadOmuP766zF06FAcPHhQMU1FRQXGjBmDFi1aoEmTJnjkkUeQn5+vmObkyZMYPHgw4uLicP3112P8+PFwuVyKaTZt2oSePXsiJiYGv/nNb7Bw4cJQbx6FSbjiaMWKFRgwYACuu+46xMfHo2/fvvjmm2/Cso0UeuE8H0m2bt0Kh8OB7t27h2qzKMzCGUeVlZX4r//6L7Rv3x4xMTHo0KEDFixYEPJtpNAKZwwlJyejW7duiIuLQ6tWrfD888+jsLAw5NtIoResOPrb3/6GXr16ISYmRvdalZ2djTvvvBOxsbFo27Ytpk6dGqrNojALVxxt2rQJf/zjH9GqVStcddVV6N69O5KTk0O5aRRG4TwfSX7++Wc0bdoUV199dZC3hupKOONICIHp06ejU6dOiImJQevWrfHuu++GatPqnQaTsExPT8eYMWOwbds2bNiwAU6nEwMHDsTly5d907z66qv4+uuvkZKSgvT0dJw9exYPP/yw73u3243BgwejqqoKP/zwAz799FMsXLgQkyZN8k1z7NgxDB48GPfeey+ysrLwyiuvYNSoUUw2XSHCFUebN2/GgAEDsHbtWmRmZuLee+/FkCFDsHv37rBuL4VGuOJIUlRUhBEjRuAPf/hDWLaPwiOccfT4448jNTUVn3zyCQ4ePIjFixejc+fOYdtWCo1wxdDWrVsxYsQIvPDCC9i7dy9SUlLw448/4k9/+lNYt5dCIxhxJHn++ecxbNgwzeWUlJRg4MCBaN++PTIzMzFt2jS8/fbbmDdvXsi2jcInXHH0ww8/oGvXrvjyyy+RnZ2NkSNHYsSIEVizZk3Ito3CJ1xxJHE6nRg+fDjuvPPOoG8L1Z1wxtHLL7+Mf/3rX5g+fToOHDiA1atX4/bbbw/JdtVLooEqKCgQAER6eroQQoiioiLRqFEjkZKS4ptm//79AoDIyMgQQgixdu1aYbfbRV5enm+ajz/+WMTHx4vKykohhBATJkwQt9xyi2JZw4YNE4MGDQr1JlEdCFUcabn55pvF5MmTQ7QlVJdCHUfDhg0TEydOFG+99Zbo1q1b6DeI6kSo4mjdunWiWbNmorCwMIxbQ3UhVDE0bdo00bFjR8WyZs+eLVq3bh3qTaI6UJM4ktO7ViUmJoprrrlGcY37z//8T9G5c+fgbwTVuVDFkZYHHnhAjBw5MijrTZEl1HE0YcIE8fTTT4ukpCTRrFmzYK8+RYhQxdG+ffuEw+EQBw4cCNm613cNpsJSrbi4GADQvHlzAEBmZiacTif69+/vm+bGG29Eu3btkJGRAQDIyMjArbfeioSEBN80gwYNQklJCfbu3eubRj4PaRppHnRlCVUcqXk8Hly6dMm3HLqyhDKOkpKScPToUbz11lvh2BSqQ6GKo9WrV+O2227D1KlT0bp1a3Tq1Anjxo1DeXl5uDaNwiRUMdS3b1+cOnUKa9euhRAC+fn5WL58OR544IFwbRqFUU3iyIyMjAzcddddiI6O9n02aNAgHDx4EBcvXgzS2lOkCFUc6S2L99hXplDGUVpaGlJSUvDRRx8Fb4UpIoUqjr7++mt07NgRa9aswQ033IAOHTpg1KhRuHDhQnA3oB5z1PUK1AWPx4NXXnkF/fr1Q5cuXQAAeXl5iI6O9ut7IiEhAXl5eb5p5Dfk0vfSd0bTlJSUoLy8HI0bNw7FJlEdCGUcqU2fPh2lpaV4/PHHg7wVVNdCGUeHDx/GG2+8ge+//x4OR4M83TcYoYyjo0ePYsuWLYiNjcXKlStx/vx5vPTSSygsLERSUlKIt4zCJZQx1K9fPyQnJ2PYsGGoqKiAy+XCkCFD+JB3BappHJmRl5eHG264wW8e0nfXXHNN7VaeIkYo40ht2bJl2LFjB+bOnVubVaYIFMo4KiwsxHPPPYdFixYhPj4+mKtNESaUcXT06FGcOHECKSkp+Oyzz+B2u/Hqq6/i0UcfRVpaWjA3o95qkE+wY8aMwZ49e7Bly5a6XhWqx8IVR1988QUmT56MVatW4frrrw/psij8QhVHbrcbTz75JCZPnoxOnToFdd4UeUJ5PvJ4PLDZbEhOTkazZs0AADNnzsSjjz6KxMREvoi7QoQyhvbt24eXX34ZkyZNwqBBg5Cbm4vx48dj9OjR+OSTT4K+PKo7vMemYAhXHG3cuBEjR47E/Pnzccstt4R0WRR+oYyjP/3pT3jyySdx1113BX3eFFlCfY9dWVmJzz77zPe89sknn6BXr144ePAg+4tHAxp0RzJ27FisWbMGGzduRJs2bXyft2zZElVVVSgqKlJMn5+fj5YtW/qmUY/8JP070DTx8fF8qLuChDqOJEuWLMGoUaOwbNkyv64GqP4LZRxdunQJO3fuxNixY+FwOOBwOPDOO+/gp59+gsPh4Fu7K0ioz0etWrVC69atfclKALjpppsghMDp06dDsUkUZqGOoSlTpqBfv34YP348unbtikGDBiExMRELFixAbm5uCLeMwqk2cWSGlfsnqr9CHUeS9PR0DBkyBP/4xz8wYsSI2q42RZhQx1FaWhqmT5/uu8d+4YUXUFxcDIfDgQULFgRrM6iOhTqOWrVqBYfDoSguuemmmwAAJ0+erN3KXyEaTMJSCIGxY8di5cqVSEtL82tS0qtXLzRq1Aipqam+zw4ePIiTJ0+ib9++ALx9MOXk5KCgoMA3zYYNGxAfH4+bb77ZN418HtI00jyofgtXHAHA4sWLMXLkSCxevBiDBw8O8ZZROIUjjuLj45GTk4OsrCzf/0aPHo3OnTsjKysLffr0Cc/GUsiE63zUr18/nD17FqWlpb5pDh06BLvdrrh5o/onXDFUVlYGu115yxkVFeVbB6rfghFHZvTt2xebN2+G0+n0fbZhwwZ07tyZzcGvAOGKIwDYtGkTBg8ejA8++AB//vOfg7L+FBnCFUcZGRmKe+x33nkHTZs2RVZWFh566KGgbQ/VjXDFUb9+/eByuXDkyBHfZ4cOHQIAtG/fvpZbcYWom7F+wu/FF18UzZo1E5s2bRK5ubm+/5WVlfmmGT16tGjXrp1IS0sTO3fuFH379hV9+/b1fe9yuUSXLl3EwIEDRVZWlli/fr247rrrxJtvvumb5ujRoyIuLk6MHz9e7N+/X3z00UciKipKrF+/PqzbS6ERrjhKTk4WDodDfPTRR4rlFBUVhXV7KTTCFUdqHCX8yhKuOLp06ZJo06aNePTRR8XevXtFenq6+O1vfytGjRoV1u2l4AtXDCUlJQmHwyESExPFkSNHxJYtW8Rtt90mbr/99rBuL4VGMOJICCEOHz4sdu/eLf7yl7+ITp06id27d4vdu3f7RgUvKioSCQkJ4plnnhF79uwRS5YsEXFxcWLu3Llh3V4KjXDFUVpamoiLixNvvvmmYjmFhYVh3V4KjXDFkRpHCb+yhCuO3G636Nmzp7jrrrvErl27xM6dO0WfPn3EgAEDwrq9kazBJCwBaP4vKSnJN015ebl46aWXxDXXXCPi4uLEQw89JHJzcxXzOX78uPiP//gP0bhxY3HttdeK119/XTidTsU0GzduFN27dxfR0dGiY8eOimVQ/RauOLr77rs1l/Pss8+GaUsplMJ5PpJjwvLKEs442r9/v+jfv79o3LixaNOmjXjttdcUN21UP4UzhmbPni1uvvlm0bhxY9GqVSvx1FNPidOnT4djMynEghVHevc+x44d803z008/id///vciJiZGtG7dWrz//vth2koKtXDF0bPPPqv5/d133x2+jaWQCef5SI4JyytLOOPozJkz4uGHHxZNmjQRCQkJ4rnnnuMLFBmbEGyLQ0RERERERERERJGhwfRhSURERERERERERJGPCUsiIiIiIiIiIiKKGExYEhERERERERERUcRgwpKIiIiIiIiIiIgiBhOWREREREREREREFDGYsCQiIiIiIiIiIqKIwYQlERERERERERERRQwmLImIiIiIiIiIiChiMGFJREREREREREREEYMJSyIiIiKKGM899xxsNhtsNhsaNWqEhIQEDBgwAAsWLIDH4zE9n4ULF+Lqq68O3YoSERERUcgwYUlEREREEeX+++9Hbm4ujh8/jnXr1uHee+/Fyy+/jAcffBAul6uuV4+IiIiIQowJSyIiIiKKKDExMWjZsiVat26Nnj174u9//ztWrVqFdevWYeHChQCAmTNn4tZbb8VVV12Ftm3b4qWXXkJpaSkAYNOmTRg5ciSKi4t91Zpvv/02AKCyshLjxo1D69atcdVVV6FPnz7YtGlT3WwoEREREWliwpKIiIiIIt59992Hbt26YcWKFQAAu92O2bNnY+/evfj000+RlpaGCRMmAADuuOMOzJo1C/Hx8cjNzUVubi7GjRsHABg7diwyMjKwZMkSZGdn47HHHsP999+Pw4cP19m2EREREZGSTQgh6noliIiIiIgAbx+WRUVF+Oqrr/y+e+KJJ5CdnY19+/b5fbd8+XKMHj0a58+fB+Dtw/KVV15BUVGRb5qTJ0+iY8eOOHnyJH71q1/5Pu/fvz9uv/12vPfee0HfHiIiIiKyzlHXK0BEREREZIYQAjabDQDw3XffYcqUKThw4ABKSkrgcrlQUVGBsrIyxMXFaf59Tk4O3G43OnXqpPi8srISLVq0CPn6ExEREZE5TFgSERERUb2wf/9+3HDDDTh+/DgefPBBvPjii3j33XfRvHlzbNmyBS+88AKqqqp0E5alpaWIiopCZmYmoqKiFN81adIkHJtARERERCYwYUlEREREES8tLQ05OTl49dVXkZmZCY/HgxkzZsBu93bJvmzZMsX00dHRcLvdis969OgBt9uNgoIC3HnnnWFbdyIiIiKyhglLIiIiIooolZWVyMvLg9vtRn5+PtavX48pU6bgwQcfxIgRI7Bnzx44nU58+OGHGDJkCLZu3Yo5c+Yo5tGhQweUlpYiNTUV3bp1Q1xcHDp16oSnnnoKI0aMwIwZM9CjRw+cO3cOqamp6Nq1KwYPHlxHW0xEREREchwlnIiIiIgiyvr169GqVSt06NAB999/PzZu3IjZs2dj1apViIqKQrdu3TBz5kx88MEH6NKlC5KTkzFlyhTFPO644w6MHj0aw4YNw3XXXYepU6cCAJKSkjBixAi8/vrr6Ny5M4YOHYodO3agXbt2dbGpRERERKSBo4QTERERERERERFRxGCFJREREREREREREUUMJiyJiIiIiIiIiIgoYjBhSURERERERERERBGDCUsiIiIiIiIiIiKKGExYEhERERERERERUcRgwpKIiIiIiIiIiIgiBhOWREREREREREREFDGYsCQiIiIiIiIiIqKIwYQlERERERERERERRQwmLImIiIiIiIiIiChiMGFJREREREREREREEeP/AyFUPn2alHqXAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:36.266427Z", + "iopub.status.busy": "2024-06-16T12:17:36.266250Z", + "iopub.status.idle": "2024-06-16T12:17:36.398780Z", + "shell.execute_reply": "2024-06-16T12:17:36.398317Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:36.401023Z", + "iopub.status.busy": "2024-06-16T12:17:36.400687Z", + "iopub.status.idle": "2024-06-16T12:17:36.623364Z", + "shell.execute_reply": "2024-06-16T12:17:36.622881Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:36.625586Z", + "iopub.status.busy": "2024-06-16T12:17:36.625250Z", + "iopub.status.idle": "2024-06-16T12:17:36.853711Z", + "shell.execute_reply": "2024-06-16T12:17:36.853172Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:36.855995Z", + "iopub.status.busy": "2024-06-16T12:17:36.855655Z", + "iopub.status.idle": "2024-06-16T12:17:36.863090Z", + "shell.execute_reply": "2024-06-16T12:17:36.862668Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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Count
Published
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\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "yg_df = pd.DataFrame(Year_Graph)\n", + "yg_df.columns = ['Count']\n", + "yg_df.reset_index()\n", + "show(yg_df, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:36.880053Z", + "iopub.status.busy": "2024-06-16T12:17:36.879738Z", + "iopub.status.idle": "2024-06-16T12:17:37.541052Z", + "shell.execute_reply": "2024-06-16T12:17:37.540463Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t53\n", + "CVE-2000:\t1151\n", + "CVE-2001:\t1539\n", + "CVE-2002:\t2371\n", + "CVE-2003:\t1519\n", + "CVE-2004:\t2671\n", + "CVE-2005:\t4686\n", + "CVE-2006:\t7047\n", + "CVE-2007:\t6510\n", + "CVE-2008:\t7034\n", + "CVE-2009:\t4888\n", + "CVE-2010:\t4951\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2011:\t4441\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2012:\t5200\n", + "CVE-2013:\t5713\n", + "CVE-2014:\t7474\n", + "CVE-2015:\t6402\n", + "CVE-2016:\t5587\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:37.543282Z", + "iopub.status.busy": "2024-06-16T12:17:37.543098Z", + "iopub.status.idle": "2024-06-16T12:17:37.547090Z", + "shell.execute_reply": "2024-06-16T12:17:37.546553Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:17:37.543943**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2017.ipynb b/_sources/CVE2017.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..da0e900b767d19f84b95e5c82e599c79ce152ccd --- /dev/null +++ b/_sources/CVE2017.ipynb @@ -0,0 +1,1120 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2017\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:39.932156Z", + "iopub.status.busy": "2024-06-16T12:17:39.931970Z", + "iopub.status.idle": "2024-06-16T12:17:40.475086Z", + "shell.execute_reply": "2024-06-16T12:17:40.474490Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:17:40.477662Z", + "iopub.status.busy": "2024-06-16T12:17:40.477198Z", + "iopub.status.idle": "2024-06-16T12:18:24.931284Z", + "shell.execute_reply": "2024-06-16T12:18:24.930731Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2017-01-01') & (nvd['Published'] < '2018-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2017, 1, 1)\n", + "enddate = date(2017, 12, 31)\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:24.933798Z", + "iopub.status.busy": "2024-06-16T12:18:24.933446Z", + "iopub.status.idle": "2024-06-16T12:18:24.938899Z", + "shell.execute_reply": "2024-06-16T12:18:24.938395Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **18113**
Average CVEs Per Day: **49.76**
Average CVSS Score: **7.25**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:24.940998Z", + "iopub.status.busy": "2024-06-16T12:18:24.940676Z", + "iopub.status.idle": "2024-06-16T12:18:24.949214Z", + "shell.execute_reply": "2024-06-16T12:18:24.948791Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:24.951291Z", + "iopub.status.busy": "2024-06-16T12:18:24.950963Z", + "iopub.status.idle": "2024-06-16T12:18:25.857838Z", + "shell.execute_reply": "2024-06-16T12:18:25.857221Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:25.859968Z", + "iopub.status.busy": "2024-06-16T12:18:25.859784Z", + "iopub.status.idle": "2024-06-16T12:18:26.062733Z", + "shell.execute_reply": "2024-06-16T12:18:26.062149Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:26.064920Z", + "iopub.status.busy": "2024-06-16T12:18:26.064737Z", + "iopub.status.idle": "2024-06-16T12:18:26.363180Z", + "shell.execute_reply": "2024-06-16T12:18:26.362690Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:26.365301Z", + "iopub.status.busy": "2024-06-16T12:18:26.365116Z", + "iopub.status.idle": "2024-06-16T12:18:26.663166Z", + "shell.execute_reply": "2024-06-16T12:18:26.662618Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:26.665450Z", + "iopub.status.busy": "2024-06-16T12:18:26.665106Z", + "iopub.status.idle": "2024-06-16T12:18:26.794299Z", + "shell.execute_reply": "2024-06-16T12:18:26.793739Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:26.796669Z", + "iopub.status.busy": "2024-06-16T12:18:26.796315Z", + "iopub.status.idle": "2024-06-16T12:18:27.041277Z", + "shell.execute_reply": "2024-06-16T12:18:27.040769Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:27.043553Z", + "iopub.status.busy": "2024-06-16T12:18:27.043217Z", + "iopub.status.idle": "2024-06-16T12:18:27.281645Z", + "shell.execute_reply": "2024-06-16T12:18:27.281140Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:27.283872Z", + "iopub.status.busy": "2024-06-16T12:18:27.283558Z", + "iopub.status.idle": "2024-06-16T12:18:27.291960Z", + "shell.execute_reply": "2024-06-16T12:18:27.291508Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
\n", + "\n", + "
\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:27.301356Z", + "iopub.status.busy": "2024-06-16T12:18:27.300951Z", + "iopub.status.idle": "2024-06-16T12:18:27.396381Z", + "shell.execute_reply": "2024-06-16T12:18:27.395801Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t0\n", + "CVE-2000:\t0\n", + "CVE-2001:\t11\n", + "CVE-2002:\t13\n", + "CVE-2003:\t27\n", + "CVE-2004:\t30\n", + "CVE-2005:\t63\n", + "CVE-2006:\t80\n", + "CVE-2007:\t45\n", + "CVE-2008:\t112\n", + "CVE-2009:\t67\n", + "CVE-2010:\t121\n", + "CVE-2011:\t160\n", + "CVE-2012:\t326\n", + "CVE-2013:\t389\n", + "CVE-2014:\t788\n", + "CVE-2015:\t1337\n", + "CVE-2016:\t3585\n", + "CVE-2017:\t10959\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:27.398474Z", + "iopub.status.busy": "2024-06-16T12:18:27.398167Z", + "iopub.status.idle": "2024-06-16T12:18:27.401882Z", + "shell.execute_reply": "2024-06-16T12:18:27.401452Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:18:27.399114**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2018.ipynb b/_sources/CVE2018.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..73dfe82991626287db1fb82da7f6072c484870c9 --- /dev/null +++ b/_sources/CVE2018.ipynb @@ -0,0 +1,1120 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2018\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:29.884089Z", + "iopub.status.busy": "2024-06-16T12:18:29.883928Z", + "iopub.status.idle": "2024-06-16T12:18:30.426016Z", + "shell.execute_reply": "2024-06-16T12:18:30.425449Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:18:30.428660Z", + "iopub.status.busy": "2024-06-16T12:18:30.428161Z", + "iopub.status.idle": "2024-06-16T12:19:14.438351Z", + "shell.execute_reply": "2024-06-16T12:19:14.437788Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2018-01-01') & (nvd['Published'] < '2019-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2018, 1, 1)\n", + "enddate = date(2018, 12, 31)\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:14.440973Z", + "iopub.status.busy": "2024-06-16T12:19:14.440587Z", + "iopub.status.idle": "2024-06-16T12:19:14.446859Z", + "shell.execute_reply": "2024-06-16T12:19:14.446306Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **18154**
Average CVEs Per Day: **49.87**
Average CVSS Score: **7.35**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:14.449062Z", + "iopub.status.busy": "2024-06-16T12:19:14.448730Z", + "iopub.status.idle": "2024-06-16T12:19:14.457510Z", + "shell.execute_reply": "2024-06-16T12:19:14.457044Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:14.459719Z", + "iopub.status.busy": "2024-06-16T12:19:14.459394Z", + "iopub.status.idle": "2024-06-16T12:19:15.415927Z", + "shell.execute_reply": "2024-06-16T12:19:15.415365Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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bXtlu3LJUd18tN14gGrp54VojR3N/2jH+sa6bN5vasfW5ESNRhIUpZYWLiwueLTyMHA2ok4qfWyelGi8QjZyajtrnppX3rDNiJIqwsOZAUd6zz8jR6NYzhvKzESNR/Maz2ucq1UYjRqLQbeOcMGIkCrW6o/a5SrXUiJEowsK6AkXpOcfI0YBa3VD73NjHu1o9SvtcpQozYiQKtbqV9rnp1cN2GjkaUKvHaZ+bXpvU1PLC5cYLREP6NCpmSn0auv0ZptamMGIgGmFhCUBRWt5k3GAAtTpI+9z0+lKN3wY0tXM5YWEuQFH6uWTkaECt7qF9blp5zxUjRqJQq4sHxZheuW78vu87d3oZOwRhBDWAqgyhsDR0IAb0jxp0IYQQQgghhBBCCCGEEEIIIYQQQojqYUHVBiX8nQcu/J1jF0IIIYQQQgghhBBCCCGEEEIIIYSJsqBqs1jkGzoQA5JBF0IIIYQQQgghhBBCCCGEEEIIIYTQO5npQgghhBBCCCGEEEIIIYQQQgghhBDiIVgiM10IIYQQQgghhBBCCCGEEEIIIYQQQjwwmelCCCGEEEIIIYQQQgghhBBCCCGEEOIhWFC1mS7yDB2IAcmgCyGEEEIIIYQQQgghhBBCCCGEEELoncx0IYQQQgghhBBCCCGEEEIIIYQQQgjxECyp2kwXVdnGVMmgCyGEEEIIIYQQQgghhBBCCCGEEELonQy6EEIIIYQQQgghhBBCCCGEEEIIIYR4CP+E24uYGTsAU9OtW102bx5GdPSrqNXvMniwj876oUMbs3PnCBISXketfpfWrV0NGs/HH9dDre6i8wgPb6td7+ZmycqVjYmJaU96eiCnT7dm2LBaBo2pItOmdUGt/pjg4H4G/67p01vz55+DSU19gbi4Mfz2Wx+aNHHSrm/QoAZq9UtlPoYP9zJ4fNOmeaNWP0lwcDPtMjc3K1aubEVMTC/S0/ty+nRnhg1zM3gsSjxNUKuHERzcSrts4sSG7N/fjZSUgajVw3ByMtwYso8/9kat7qPzCA/vVOa227a1Qa3uw+DBtQ0Wz/2mTfNBrR5IcHCLcmLqiFo9kMGD3Q3y/ZMm+RIaOoiUlNGkpIwmJOQp+vevo11vbW3O1193JCHhWdLSxvDrrz1wdbUxSCxQ8f5ycbFg0SJfIiI6kZnZk6iorixc2ARHR3MDxuODWv2kziM8vJt2vbW1GV9/3ZyEhN6kpfXl11/b4upqZZBYJk1qTGjoU6SkjCQlZSQhIU/Qv7+ndv1//9uBq1cHkZk5irt3n2HTpsfx9XU0SCxQ+bE1cWId9u/3JyWlB2p1H5ycDFttqSxvBti//+lS+fLSpV0MFlO3bnXYvHkw0dEvo1b/m8GDG5W77dKlvVGr/82bb7Ytd5tH5elpxapVjUlI6EBmZiBhYW3w96+hXT90aE127mxOQkIH1OoutG5tb7BYqrK/Stq2rR9q9UsMHtzAIPGYWl5oSmnH1I51qPz3+fjjToSHjyM9/XWSkl5l9+5n6NDBMOWoEo/x6vHdOsHmNRB9AdRJMPip8rdd+oWyzZuTdJe//284ugMybsO9648Wz8vWlpxytCfexYF4FwcOOtrRz7LsNLG5hh05NR0ZdN/6nhbmHHCwI8HFgSjnGsyxtUZfJb2p1eMnTWpEaGg/UlKGkZIyjJCQ3vTvr5tWAwNrsXdvD9LTnyElZRgHD/bExsYwdR9TqmsMoxm/8SwvUpy3TSKApQzgZ4aznCG8R1fq4KDzvt94ttSjK/X1Hl9ZbRylXtiahISnSUsbxK+/dsTV1Vrv313E09OSVasakZDQjszM9oSFtcTfXym7LSxUzJtXj7CwlqSnBxAd3ZYVK7zx8DBMu2v69Lb8+eczpKZOIC5uHL/91p8mTZx1tvnvfx/n6tXRZGZO5O7dcWza1B9fX+cyP+9RmZnBJ584ExlZh8zM+ly9WocZM3TrGUOH2rFzpxsJCfVQqxvSurVh6vBQ+bHu5mbDypUdiYkZRHr6M5w+/QTDhtU1WDzXrzdFrW5V6vH11564uJizaJEnERG+ZGb6ERXVlIULPXF0NEw33vTpLfnzzwGkpo4hLm4Uv/3WiyZNdPMVNzdbVq7sRkzMKNLTx3D69ECGDTNOnXDixCbs39+flJTRqNXjcHIyXLopy/39PQ0a2JZqrxY9hg/Xf91n0iQvQkN7k5IykJSUgYSEdKd//+K+JW9vezZuDOTu3adJSRnIunUdDJoPViX9eHs7sHFjT+7efZaUlNGsW9fdYPX4yurN//1vU65e7UxmZk/u3n2cTZta4+trZ5BY7mcKfYWmVM8A47e5unWDzZshOhrUahg8WHf90KGwcyckJCjrW7cu/RnW1vD118o2aWnw66/gqoemRmXluouLNYsWdSUi4jkyMycSFfU8Cxd2wdGxevLEsvpS//vfVly92ovMzKe4e/cJNm1qj69vjQo+Rb9q1LAiOLgXN268QmbmWxw9OoaAAMO1Qe9XWX8PwKxZ9blzpz2ZmYHs3t0CHx9D5YUNUat76DzCwzto1+/f36bU+qVLmxgkFqg87ylp27aeqNVjGDzYkPWwhqjVjUs9vv5aOR/h7W3Jxo0e3L3rRUqKN+vWuePqari+75KMfR7H2Ptq3LhxqFQqJk2aVGrd5MmTUalUjBs3Tm/fJ6qPBcWzXVT0kEEX/0Ps7S0JDb3L5Mm7y11/5Eg006YdrLaYzp/PwN39T+2ja9dz2nUrVzbG19eWQYPCadnyLzZuTGT9el/atDHcCZryBAR48sor/oSGxlbL93Xv7s6SJRcJDNxM377bsbQ0Y9eu/tjZKYfkrVsZuLuv1nl89NFp0tJy2b79lkFjCwhw4pVX6hEamqqzfOXK1vj62jNo0GlatjzCxo1xrF/fljZtDNd4UeJx4ZVXvAgNTdZZbmdnzo4dccyde8mg31/k/Pl03N0PaR9du54qtc2UKfVRq6slHC1lfzUgNDSlzPVTpnijNnBQt29nMH36afz9txAQ8Af79sXw+++9aN7cGYDg4PYMHFiPESMO0L37Djw97di4sadBYypvf3l6WuPpac3UqVfw8zvOuHEX6N+/Fj/80NzA8aTh7r5X++ja9bh2XXBwMwYOdGXEiL/o3v0Enp7WbNzYziBx3L6dyfTpZ/H3305AwHb27Yvj998fp3lzpQP59Okkxo8/TrNmf9Cv3z5UKhW7dvXCzExlkHig4mPLzs6MHTsSmDv3Ec/gVVFleXORb7+N0Mmf3333T4PFpJTt8UyevK/C7YYM8SEw0IPo6HSDxeLsbM7Roy3Jy1Pz5JMXad78L95++wb37uWXiNecI0fSmDYtymBxFKnq/gKYMsXP4PmzqeWFppR2wLSOdaj897l8+R6vvbaPli1X0rXrOm7cSGXXrmd47DFbA8ZjnHq8vT2EnofJ71a83ZCnITAAou+UXmdlBb/8DkuXPXo80YVqZmTl0Cklg84pGRzIK+DXGrY0M9dt/r1hbYWa0gd2S3MzfnewY1dePh1T0nk+PYsBVhbMsdXPCRtTq8ffvp3F9Olh+PvvIiBgF/v23eX337vSvLlSRw8MrMWOHY+za1csHTrspn373Xz99VUKCw2TKZpKXcOHmjxBI65zT2f5Ne6xmBO8znY+4SCg4mN6YIbu9y/iBOPZpH2c4LZe4yuvjRMc3IqBAz0YMeJPunc/hKenDRs3Bur1u4so5XoLTbl+iebNw3j77Zvact3Ozox27eyZPTuadu3OM2zYFXx9bdm82TAd2t27e7JkyXkCAzfSt+8WzbE1QKdcP306nvHj99Os2c/06/eHJv0MMEhdddo0J4KCHHjttSSaNbvDtGn3ePddJ15/vXiQjr29iiNHspk27V4Fn6QflR3rK1d2xNfXgUGDjtCy5Q42brzN+vWdaNPG2SDxtG9/BXf3i9pHnz6RAPzySwqenhZ4eloydeod/PwuM27cLfr3d+CHHwxz8kHJlyMIDNxK3767sLRUsWvXEzppZ+XKrvj6OjJo0F5atvydjRujWL++O23a1NR7PJXVCe3sLNixI5q5c89V/EEGUFZ/z61bWTptVXf3vXz00RXS0vLZvj1e7zEoafk8/v77CAjYz7598fz+eyeaN3fAzs6cXbu6oFar6dXrMF26HMTKyowtWzqhMlCTtLL0Y2dnwa5dfVGroVevHXTpsg0rK3O2bOltsJgqqjefPp3G+PEXadbsGP36/YVKBbt2tcPMwL3kptJXaCr1jCLGbnPZ20NoKEyeXP76I0dg2rTyPyM4GAYOhBEjoHt38PSEjRsfPbbKynVPT3s8Pe2ZOjUEP791jBu3n/796/PDDz0e/csrUV5f6unTyYwff5ZmzfbTr98JzfEVaPDjq8j33/enb9+G/OtfW2nZchm7dt1gz55ReHoafuBHVfp73n23Dm+84cGkSdfo2DGMjIwCdu5sgbW1YY4v5bxSiPbRtetfOuu//faOzvp3371mkDig8rynyJQpTQ3eDw/Qvv0t3N0jtY8+fZS2yi+/pGNnp2LXLk9NuRVNly63sbJSsWWLp8HKrSKmcB7HFPZVvXr1+Pnnn8nKytIuy87OZs2aNdSvr//B/KJ6WDzA4+/q7xy7QezYcZ0dO8rvrP7pp4sANGhg2JPkJeXnq4mLyytzXefOjgQFXePkSaXCOWfObd56yxN//xqcPZtRbTHa21uyevUwJk7cwowZj1fLdz755E6d1+PGHSI+/nn8/R/j8OFYCgvVxMVl6WwzdGgD1q+/TkZGPoZib2/O6tWtmTjxPDNm6I7O7tzZmaCgC5w8qVRI58y5xltvNcTf35GzZ1PL+jg9xRPAxIlnmDGjqc66hQuVilT37o8Z5Lvvp6Tl3HLXt25dg7ffrk9AwJ/ExlZPOlJ+n3ZMnBjKjBmNy4jJkbff9iYg4DCxsU8YLI4//tDthJ4x4y+CgpoSGFib27czmDChMaNHH2L/fmVQ0/jxR4mIGErHjrU5cUL/nThQ/v66cCGD4cPDtK8jI7P44INr/PSTH+bmKgoKDFPZKi8eR0cLJkyoy+jRoezfnwTA+PHniIh4nI4dnTlxIlmvcfzxR7TO6xkzQgkKakxg4GNcvJjCd99d1a6LispgxoxQwsKepmFDeyIjDXNCtqJja+FC5eRU9+4uBvnu+1WWNxfJzMwvlUcbyo4dN9ix40aF23h61mDx4p7067eRrVuHGCyWadPqcutWDi++WJxObtzI0dnmp5+UY7pBA8NdjVakqvurdeuavP12SwICNhEbO8Zg8ZhaXmhKaQdM61iHyn+ftWsjdF7/+98HeemllrRq9Rj79un/xLkx6/E79iiPinh6wOL50G84bP259PqZ85S/Y5979Hi25unWdT/OyuFlays6mpsTXlAIQCtzM960taJzSgY3rXSvkhlhZcm5gkLmZivp7VphAe9n5rC6hi2fZuXwqKWZqdXj//hDdxTMjBnnCApqRGBgLS5eTCU4uC2LFl1h/vziNH35cpre4yiOx/h1DRsseItA/sNJRqA7E9xuijtj48lgDWF8xZO4Yk9sidSRQS7JZOslnvuV18ZR6oUNGT36T/bvV8qF8eNPExHxBB07unDihH5P7E+b5qkp1yO1y0qW66mpBTzxhG5e+NprNzh50o969ay4dav8ttHDePLJrTqvx43bR3z8ePz9a3P4cAwA330Xrl0fFZXGjBknCAsbRcOGDkRG6rdN2rmzNb//nsm2bVma78vnueey6NDBGlCOoZ9+UvotGjQwfPdUZcd65861CAo6zcmTSptizpyLvPVWE/z9a3L2bLLe40lIKNB5PX26A1ev5nDwoPKbDB9ePAA3MjKXDz6I5aef6mFuDgW6b31kTz6pO2Bx3LgjxMc/h79/LQ4fjgOgc2dXgoKOcfJkAgBz5oTx1lvN8fevxdmzSXqNp6I64cWLySxcqJTp3btX39XLUH5/T2EhpepoQ4e6sX59DBkZet5ZwB9/6F7sNGPGRYKCvAkMrEmdOrY0bGhP27b7SEtTysyxY09x795AevWqzd69+q8zV5Z+unRxpWHDGrRtu4W0tDxNTIe5d280vXp5sHdvjN5jqqje/N13xeVsVFQ2M2ZcIywskIYNbYmMNEwb1ZT6Ck2hnlGSsdtcO3Yoj/L89JPyt0E5E/s4OsKECTB6NOzfrywbPx4iIqBjRzhx4uFjq6xcv3AhieHDi+vVkZGpfPDBCX76qY9B++cq6kv97rub2udRUVnMmBFBWFgPGja0IzIy0yDxFLGxseCZZ5owePBGDh9WypFZs44ycGAjgoLa8OGHRwz6/VXp75kyxZNPP73F5s1KufnCC1eIi+vAkCG1WLcuQe8xVdYXn5lZWOF6faos7wFo3dqFt99uRkDAdmJjnzFoPKXrYfZcvZrLwYNZ9O1rR8OGlrRte4u0NKX9PHZsHPfuedOrly179xqyrDD+eRxT2Fft2rXj2rVrbNy4kTFjlH7IjRs3Ur9+fby8ime/zMnJ4Z133uHnn38mNTWVgIAAgoODad++PQAHDhygZ8+e7Nmzh2nTpnHx4kXatGnDsmXL8PX11XvcomJFM1lUZbu/K5np4m+gcWNboqPbc+2aPz/91IR69YqnCAsJSWXUqMdwcbFApYJRox7DxsaMAwfKvmLfUJYseYqtW6+wd2/1XV15v6LpJJOScspc365dLdq2fYwffjDsaMAlS5qzdetd9u5NLLUuJCSZUaM8cHGx1OwvD83+0m8HhW48bdi6NdYgDesH1bixHdHR3bh2rTM//dSCevWKTyja2pqxZo0fkydfqrbKHsCSJS01+6t0xdbW1pw1a9oxefI54uLKTleGYGamYtQoL+ztLTh27C7+/rWwsjJnz57ijohLl1KIikqnUyfD3YKlov11PycnC1JT8w3WoCuOpyfXrnXnp59aU6+eMv2ev78jVlZm7NlTvA8vXcogKiqLTp2cDRYPFO2rBpp9VfoYs7MzZ/x4byIj07h1y3CNywfZV9WtvLx5zJhGxMc/z7lzw5g7NwBb2+qZoq8sKhWsWtWfBQtOcfFi6bxbnwYNqsmpUxmsX+9LXFx7zpxpzUsvVc9tpqqirP2l5IU9mTz5aLUNlAHTyQsrUp1pB0z7WK+MpaUZL7/ckuTkbEJDjV8nqW4qFaxaCgsWw8WIyrfXJzNghJUF9io4nq90LNkCK2vYMiUjm7gyrkyxBrLvW56lVmOrUtHOQv/5tanU46Eo76mnyXsSqV3bmsDAWty9m8PRo72JjR3MgQM96dKlegYtG6uu8TL+nCKGMOIq3M4ac3rhTSzpJKD7/S/jzwqG8jl96Y1+bwtTXhvH399FUy8sXn7pUjpRUZl06qT/23AOGuSiKdd9iItrx5kzfrz0UsVlkpOTOYWFapKT9X8itvR3VXxs2dlZMH58UyIjU7l1S/8n0kJCcujd25bGjZUBFa1aWdK1qw3bt1dffaI89x/rACEhiYwaVR8XFytNe70eNjbmHDhw1+DxWFqqeP55F378sfy+AScnc1JTC/U+4KLs7yqddkJC7jJqlFeJ38dL8/sYdrbT++uExlRRf09J7do50ratIz/8oN8ZfspiZgajRtXF3t6cY8eSsLY2Q61Wk5NTqN0mO7uQwkI1XbtWT9l1f/pRYoKcnOLEm51doInJMG2hqtab7ezMGD/ek8jITG7dMsxAQTC9vsIiptKnUZHqbnM9KH9/Zca6PSUGYF+6BFFR0Knsuyo/tMrKdWUba1JTcw3aP1dRX2pJSvqpT2RkBrduGb7st7Aww8LCjOxs3UHaWVn5dO1quNtUFKmsv8fLyxoPDyv27Ck+b5OaWsCJE2l06uRQ1kc+MuW8UieuXevITz81K5UXjhnjSnx8F86da8/cuV7Y2lbP6cKy8h6l76kLkyefJC7OcPlxWSwt4fnnHfnxR2Wgm7W1SlNuFR9H2dlqCguha1fDzNwJpnUep4gx99WLL77IsmXFU4H++OOPjB8/Xmebd999lw0bNrBixQrOnDmDj48P/fr1IylJtwz94IMP+OKLLzh16hQWFha8+OKLBotblE9muhBGd+JEGuPGXeHSpSw8PKz4+ON6HD7cEj+/s6SnFzBy5CXWrfMlKakjeXmFZGYWMnRoBNeuVV/BNGpUC9q186B9+++q7Tvvp1LBV18FcuRILBculH310oQJvly8eM+gjfRRozxo186J9u1Dylw/cuRfrFvXhqSkPpr9VcDQoX9x7ZphGi6jRtWlXTtn2rffb5DPfxAnTqQwbtwFLl3K1KRlbw4fDsDP7zjp6QUEBzchJCSFzZurr1IxapSnZn8dLnN9cHALQkKS2Ly54s5mffHzc+bYsaexsTEnPT2foUP3ER6eQps2NcnJKSAlRXcwSlxcFu7uhqnoVba/SqpVy5IPP/Ti22+jy/k0fcSTzLhx57h0KQMPD2s+/tiHw4cD8fM7jLu7NTk5haSk6Daq4uJycHc3zAlJZV89UWJfHSI8vPgKlKCgxnz+eVtq1LAkIiKFvn33kZdXWMEnPrwH2VfVrby8ec2aq0RFpXPnTiatWtVk/vwO+Po688wzlVwmbiDTprUnP7+QRYv+qnzjR+TtbUNQkDtffhnN3Lm3ad++BosWeZGbW8jKlcZtVJW3v4KDAwkJucvmzTcreLf+mFJeWJnqTDumfKxX5Omnvfj556exs7MkJiaDvn03kJhYvR0opmDam5BfAIu+qb7vbGFuxiFHe2yAdDWMTM8iolApi/7PzoZjeQVsySt71ojdefm8bmPFSCsLfs3Nx12l4n3NrUXc9Ty1tKnU4/38nDh2rHeJvOco4eGpdOyonKifObMFU6eGcvbsPV54oSF79/bAz28HV68aZhYrY9Y1ulIfb1x4h13lbtMfH16gNbZYcptUZnGAfIq/fw3nOEccOeTTBndeJgAbLNjKlUeOr6I2jlIvLCAlRXemyLi4bIPUC729rQkKcuPLL2OYO/cO7dvbs2hRQ3Jz1axcWfpEhLW1ivnz67N2bSJpaYbNu5VjqwtHjihXwpYUFNSCzz/vpEk/9+jbd4tB6qrz5qXg6GhGREQdCgrA3Bw++CCZNWuqb1bO+5V3rAOMHBnCunWdSEoaqmmv5zN06BGuXTPs7cMAhgxxxNnZnOXLy84Ha9Uy58MPXfn2W8OfcFTSTgeOHInjwoVk7fKRIw+ybl13kpJGl/h99nPtmmFm/imvTmgslfX3lDRhQl0uXkzn2LFkg8Xj5+fIsWM9sLEx0/w+xwkPTyM+PoeMjALmz/fj/fcvoFLBvHl+WFiY4eFhY7B4ipSVfo4fjycjI5/58wN4//3TqFQq5s3z18Sk/3p8VerNQUF1+fxzH2rUsCAiIoO+ff8iL88wJ6lNra8QTKtPozLV2eZ6GO7ukJMDKfdlT3Fxyjp9qahcL1Krlg0ffujPt99e1N8X36eyvlSAoKAGfP55c83xlU7fvscNdnyVlJ6eS0hINB9+2Jnw8CTi4jJ47rlmdOrkydWryQb//sr6e9zdlUEz919sGBeXp12nTydOpDJuXESJvLAhhw+3xc/vJOnpBaxZE0dUVDZ37uTSqpU98+c3wtfXjmeeuaD3WIpUlPcEB/sTEhLP5s2GH7B4vyFDauDsbMby5Uosx49nk5FRyPz5tXj//URNWfoYFhYqPDwMc0rVlM7jgGnsq+eff5733nuPqChl9rejR4/y888/c+DAAQAyMjJYunQpy5cv58knnwTgu+++Y/fu3fzwww+888472s+aM2cO3bt3B2D69Ok8/fTTZGdnY2Nj+LqRKGZB1Wax+DsPXPg7x/6PsGNHsvb5uXOZnDiRRlRUACNH1uLHH+8ye3Z9nJ0t6N37PAkJeQwZUov1633p1u0c588bfgRy3bqOLFzYn759V+mMWK9uS5Z0wc/Pha5dt5S53sbGnNGjGzF79lmDxVC3rg0LFzajb9+TOlcUlDR7dmOcnS3p3ftPEhJyGTLEjfXr29Ct23HOn9dvR07durYsXNiKvn2PlBtPddqxo7hz6Nw5peIXFdWVkSPdiI/PpVevmrRt+whz7j0gZX/50bfvsTJ/n4ED3ejVqxZt2x6qtpguXUqlTZvNODlZMXx4A1as6Eb37tur7ftLqmh//fhj8bS8Dg7mbN3ahosXM5g5M7Ksj9JTPMWd1ufOpXHiRDJRUT0YOdKDrKzqz3uUfbVNs6/qs2JFJ7p3362tfK5efYPdu2Px8LBl6tRmrF/flS5ddhnkWKzqvjKG8vLm774rvlL5/Pl7xMRksm/f03h7OxAZabjp2svSrp0rb77ZjnbtfqqW7zMzg1On0vngA2UAw9mzGfj52TFpkrvRB12Utb8GDqxPr16etG37W7XFYUp5YUWqO+2Y8rFekf37b9GmzU889pgtEye2ZP36AXTsuIb4eONf5Vxd2rWGN1+Bdj2r93svFxTSISUdR5WKYVaWfG9vQ5/UTHzMzehhaU6HlPJPeu7JL+C9rBy+trNlmT3kAHOzcuhmaYG+SzJTqMcDXLqURps2u3BysmT48LqsWNGB7t33a+8//c0311i+XJnV7+zZs/Tu7caLL3rx/vvnDBSPceoatbBjAu2YyX7yKtjbh4gilFhcsGUwTZlKZ95jj/Y9v1DcWXudZGywYAjNHnnQham1cZRyPYMPPlA6HM+ezdSU666lBl1YWKhYv74xKhUEBd0weGxLljyOn19NunbdVGrd6tVX2L37Nh4edkyd2ob165+gS5ff9N6mHznSnjFj7Bk9OoELF3Jp08aKr76qyZ07+axcaZyBF+Ud6+Hhqcye3RJnZyt6996vaa/XYf36znTrto/z5w17sn/ChJps355GTEzpwXAODmZs3erFxYvZzJxp+AsCliwJ1OTL23SWz57dVvP77CQhIZshQ+qzfn0PunXbxvnzyXqPo7w6oTEGXlSlv6eIjY0Zo0d7Mnv21Qq3e1RKWt6rSct1WLEigO7dDxEensaIESdYurQNb7zRiMJCNWvX3ub06XsUFhr+pGdZ6SchIYcRIw6wdGkgb7zRTBPTdU6fTjBITFWpN69eHcPu3Yl4eFgzdWoD1q9vSZcup/RetphaX2ERU+rTqEh1t7lMWUXlOoCDgyVbtz7FxYv3mDnzlEFiqKwvtcjq1dHs3p2gOb4asX69P126HK2W9POvf23lxx+f5M6dV8nPL+TMmTjWrg3H39/wt6Mytf6eHTuKB+ecO5ehOa8UyMiRtfnxx1i++654FtHz5zOIicll3742eHvbEBlpmAslyst7fHwc6NXLjbZtjdP3M2GCI9u3ZxATo9SFExIKGDEilqVLa/PGG84UFsLatWmcPp1tkHLL1No4YBr7qnbt2jz99NMsX74ctVrN008/zWOPFc/ade3aNfLy8ujSpYt2maWlJR06dCA8PFzns1q1aqV97uHhAcDdu3epX7++gf8LUVJVZ7H4Ow9c+DvH/o+UklLA5ctZ+PjY4u1tw+uve9KixRkuXlQ6rsPCMunWzZHJkz0ICrpWyac9On9/D9zcanDmzCvaZRYWZjz+eANee60D1tafGrxRt3hxJwYMqMfjj/9BdHTZA02GD/fCzs6ClSsf/cqq8vj7O+LmZs2ZM521y5TfoiavvVYfX9/DvP56Q1q0OMzFi0qjKSwsjW7dXJg8uQFBQfodRerv74ybmw1nzvS6L57HeO01b6ytN1FoxDI8JSWfy5cz8PGxpWXLGjRqZEtycnedbTZsaMXhw8n07Hla79+v/D7WnDnzuHaZ8vvU4rXXGrJ0aRSNGtmTnNz/vpgCOHw4kZ49j+k9pry8Qu1VQmfOJNK+/WO8+WZz1q27jrW1OU5OVjpXeLu52RIbWz0nrUruryI1apizY0db0tLyGTo0jPx8w3fglI7Hjt27E7C2NsPJyUJntgs3N2tiYw1zWxhlXynH8ZkzSbRvX5M332zKpEl/ApCamkdqah5Xr6Zx/HgC9+6NYOjQevz8c1RFH6sXZe0rY6hK3lzkxAml8enj41jtgy66dauDq6sdN29O1C6zsDDjiy+6M2VKO7y8ftDr98XE5GrL7CLh4Vk884z+pzx/EOXtr169PGnUyJHk5Bd0tt+woTeHD8fRs+fW+z/qkZlyXlhSdaed+5nKsV6ZzMx8rl1L5tq1ZE6ciOHy5fFMmODHvHknjR1atenWCVxrw82w4mUWFvDFbJgyCbzaGOZ784BrhWpAzV9ZOQRYmPO6jRVZqPE2M+Oui+4Utj/XsOVIfgFPpCl5wMLsXBZm5+KhUnFPraahmRlz7OB6gf4qkKZSj4f7y/Z7mrK9CfPmKZ01Fy/q3lM9PDyV+vXtqyme6qtrNMIFZ2z4gn7aZeaY0ZzaPEVjRvILhajJJI9M8oghncsksophdKQuRyh7VqTLJDISPyww05kR40FV1sbp1++opqyw1Jntws3NxiD1wpiYvHLK9Zo6y5QBFz40aGBFr14RBp/lYvHirgwY0IDHH99EdHTpwQ2pqbmkpuZy9WoKx4/Hce/eiwwd6sXPP+v3JPGCBS7Mm5fCunVKDOfP59GggQXvvedstEEX5R3rn38ezuuvN6ZFi+3a4z0sLJlu3R5j8mQfgoL03yYtUr++JX361GDYsNLHb40aZuzY4UVaWgFDh0aRX/YERXqzeHFHTb68XSdf9vZ24PXXm9GixSYuXkwGICzsHt26uTF5cjOCgqqvfTxpkv6/qzKV9fdYW+/U9q8MH+6OnZ05K1cadlBsXp6aa9eU4+jMmWTat3fhzTd9mDTpL3bvvouPzy5q1bIiP19NSkoeMTFPERlp2CtSy0s/ALt338HHZyO1allrYsolJmYUkZGGv01xWfXm1NQCUlOzuHo1i+PHU7h3rwdDh9bm55/1O7DJ1PoKi5hyn0ZJxm5zVUVsLFhbg5OT7mwXbm7KOn2orFyvUcOSHTsGkJaWx9ChO8jPN0yHb2V9qdbWWykshNTUfFJT87l6NYPjx+9x715/hg515+efDX+xQGRkMj16rMXOzhJHRytiYzP4+edBREYmG/y7K+vviY1V+jHc3KyIjS1ZT7Xk7FnD14uUvDCz3D6EEyeU+o+Pj63BBl2Ul/dkZRXQqJEDyckjdLbfsKEbhw/H07On4WbGrV/fgj597Bg2LEZn+e7dmfj4RFGrlhn5+ZCSUkhMjBeRkXnlfNLDM8XzOKayr1588UVee+01AJYsWfLQn2NpWTy/gkqlzN5ZaMyTY/9QllRtpouqbGOqZNDF34y9vRmNGtmwalU8dnbKZVf35w0FBWrtFVmGtnfvdfz8/qOzbNmywUREJDB//tFqGXAxdGhDevTYyo0b5Y/+njDBl82bb5KQYLjprPfuTcTPT3dqtWXLWhIRkcH8+ZEl9pfub2Ko/bV3bzx+frqF3LJl/kREpDF//mWjDrgAsLc3p1EjO1atimX9+ji+/1731hTnz3firbcus2WLYUYCK7/PAZ1ly5a1ISIinfnzr5KQkMs33+g2Js+f78Fbb11gyxbD3rO2iJmZCmtrc06fTiQ3t4DevT3YuFGJqUkTRxo0qFHmPTcNoeT+AmWGi50725KTo2bQoNBqH4VbHM8dTp9OJTe3kN69a7Fxo9JB0qSJPQ0a2Bp0OteSlH1V9oGsUikPa2vzaonl/n1lDFXNm4u0aaM0QGNiqv/E+apV4ezZo3uCaOfOZ1i16iLLlum/g+vo0TR8fXWnrmvSxJaoKMMMEKqKivbXvHmhfP/9JZ1l588/w1tvnWDLlurpcDOlvLCk6k479zOFY/1hKPvzn9UEWbUO9hzUXbbzF1i1Hpatqb44VICVCj7JzOXHHN2Oor+cavBOZg5b80p3IMWolbrrSGtLbhYU8peeBl2YUj2+LEVl+40bGURHZ+LrqztIpUkTB7Zvjynn3YaLpyz6rGuEEceb6F619BodiCaN3winkLLbdyrAkvK/3wsX0sh5pAEXUHkb59atTE29sDYbNyod+02a1KBBAzuOHdP/bRnKLtdtdMr1ogEXjRvb0LNnOElJhj1rvnhxV4YO9aJHj83cuFH5YFZD1lXt7FRl9FdQbf0VVVF0bNnZKWVT2e11/d5W6X7jx9fk7t18tm7VHdzl4GDGzp1emjbXDZ37ihvC4sUdGTq0Pj167CiVL9vZKemjuvozylJUJzSGyvp7SqbzCRPqsnnzXRIScqlOZmaUKicSE5UYevasjaurNZs3G67cqij96MaUo4nJHVdXGzZvvmWwmIpUVm8uzgf1n5hNra+wPKbUp1GSsdtcVXH6NOTmQu/esHGjsqxJE2jQAI7pYYxYZeW6g4MlO3cOICengEGDtht0JurK+lLL6mtWqVSoVOWnL0PJzMwjMzMPZ2dr+vVryLvvHqz8TY+osv6e69dziInJpXdvJ0JDlUEWDg7mdOzowNKlhm/XK3mhLatWlT24rE2bGoAyeKS6FOU9H38cxvff6w7+PX9+AG+9dYYtWww7YHD8eEfu3i1g69ayB74kJioJu2dPW1xdzdm8Wf8DZEz9PA4Yb1/179+f3NxcVCoV/fr101nXqFEjrKysOHr0KA0aNAAgLy+PkydPMmXKFL3HIh6dzHTxD2Rvb4mPj4v2tZeXM61bu5KUlMWtW2m4uNhQv74jnp5KIeTrq1zBEhubQVyc/jPcBQsasmVLElFROXh6WjFrVn0KCmDt2niSkwu4ciWLb75pxNSpN0hMzGfIkJr07evMgAHhlX+4HqSn53Lhgu6JjoyMPBITs0ot17clSzozenQjBg/eTVpaHm5uyijNlJRcsrOLK5iNGjny+OPuPPXUToPGk55ewIULug3LjIwCEhPzuHAhHQsLFVeuZPDNN35MnRpBYmIeQ4a40rfvYwwYoP+rZtLT87lwQbfTJiMjn8TEXO1yNzdr3N1t8PFR0nPLlo6kpeVz82Ym9+7pd9TmggWN2bIlnqiobDw9rZk1y5uCAjVr18aSkJBX6n52ADdvZnPjhmE62JX9pdtYKf59lOVxcaVPgt68mcWNG/o/MTx3bju2b4/m5s0MHBwsGD3amx493OnXbxepqXn88MMVvvyyPUlJOaSm5rF4cUdCQu5qZwjQt4r2l4ODObt2tcPOzoznnw/D0dECR0flffHxuQapCC5Y4KuJJ0sTT2NNXhhDamo+P/xwmy+/bEZSUh6pqfksXtyckJB7nDiRrPdY5s5tw/btdzT7ypLRoxvSo4cb/frtw8urBqNGNWDXrhji47OpW9eO6dNbkJVVwLZt0ZV/+EOoaF+BMoLe3d1KO5K9ZcsamuM8m3v39N/pX1ne7O3twOjRjdi27RaJiTm0alWT4OBADh6M4dy5su9L+qiUst1Z+9rLy4nWrWuTlJTNrVtpJCXp5jN5eQXExmZw+XLZ99R+FMHBdwgJacl779Vl/foEOnSowcsvu/Hyy8WzU7m4WFC/vjWenso9PX19ld8wNjaXuDj95s2V7a+4uCzi4krneTdvpldpQM2DMrW80JTSjqkd61Dx75OYmMUHH3Rk8+ZIYmLSeewxWyZPbkOdOjX45ZfLBozHOPV4e3vw8Sp+7dUAWvtB0j24Fa38LSkvH2LvwuUSfRX16kBNF6hfF8zNlPcDXL0OGQ8Y3mxba3bm5XOrsJAaKhXPWlnS3cKcAWk5xKnVxBWUPnF3q7CQGyU6/P9tY8XOPOUU+RBLC96xsWJMepZebi9iavX4uXNbsn17bImyvT49erjSr5/SObtgwSVmzWpBaGgyZ88mM3ZsQ5o2dWD48KMGisd4dY1s8rmJ7tT9ORSQRg43ScENe7pQn7PEkkoOtbBlGM3JpYAzKIMcAvDEGRsuk0guBbTGnWdozu9EPHJ8VWnj/PDDDb78shVJSbmaemFrQkISOXHCEOV6LCEhzXnvPU/Wr0/UlOuuvPyycuW2hYWKX39tTLt2dgwYcBlzcxVubsp1O0lJ+Xq/v/mSJd0YPboxgwdvJy0tt9Sx5eXlwKhRPuzadUuTfuyZPr2dJv2UPUvJo9iyJYsPPnDi5s18LlzIo21bK/79b0d+/LG4DuHiYkb9+hZ4eion83x9lW6q2NgC4uL0e+KoomM9IiKVK1fS+OabAKZODSUxMYchQ+rSt687AwaUf9/6R6VSwfjxLqxYcY+CEv+ug4MZu3Z5adpcUTg6mpdoc+Xrvc21ZEkgo0d7M3jwXtLS8kulnYiIFK5cSeWbbzoxdeopze9Tn759PRkwQP9Xn1ZUJwRlpjN3d1t8fJQBcS1bOmvqPencu6f/k0WV9fcUadTIjscfr8lTTxlmav8ic+e20KTlLM3vU48ePWrTr59SLo0b14Dw8FTi43Pp1KkmCxe2Ijj4KpcvG+ZWFZWlHyUmH8LDU4iPz6ZTp9osXNiB4OALXL6cWtFHP5SK6s1eXraMGuXGrl2JxMfnUreuDdOnN9TkgwmVf/gDMrW+QjC9Pg1jt7ns7cHHp/i1lxe0bg1JSXDrFri4QP364OmprPf1Vf7GxkJcHKSmwg8/wJdfKu9JTYXFiyEkBE484l2UKyvXHRws2bVrIHZ2Fjz//F4cHS1xdFTqGfHx+r8NQmV9qV5edowa5cmuXfElji8fTfq5q9dYyvPEEw1RqVRcupSEj48zCxb0ICIiiWXLDHNLwJKq0t/z1Vd3mDGjHleuZHP9ejazZ9fnzp1cNm3S/+DgBQsasWVLQonzSg01eeFdvL1tGD3ajW3bEklMzKdVK3uCg304eDCZc+cMM+tGRXlPXFw2cXGlzwHcvJnBjRuGmwVEqYc5smJFqk49DGDcOEfCw3OJjy+gUycbFi6sTXBwMpcv63+mC1M7j2NK+8rc3Fx7qxBzc93Bf/b29gQFBfHOO+9Qs2ZN6tevz+eff05mZiYTJkzQeyzi0VlQtVks/s4DF/7OsRtEQIA7Bw48p30dHKxM6bN8+TnGj9/OoEE+LF/+lHb9unWDAJg58yizZum/061uXSvWrvWlVi0L4uPzOHIklcDAMBISlM7zp566yLx5DdiypRk1aphz9Wo2Y8deYft2/XcomZpXX20OwMGDA3SWjxt3kBUriqcffvHFJty+ncGuXYYdFVmZ/Hw1Tz11innzfNmyxV+zvzIZOzaM7dur/wpdgEmTvJk5s5n29eHDyu09xo07xYoV+u10q1vXmrVrW1KrliXx8bkcOZJMYOBJEhL0X1H5O3J1tWHlym54eNiSkpJLWNg9+vXbxZ49ypUob711ksJCNRs29MTa2oydO+/w6qvHDRZPRfure3cXAgOdALh2rYvO+xo2PEJUlP4HytSta8Pata2pVctKE08SgYHHtFcPvfVWuOb3aav5fRJ49VXDXPXg6mrNypWdNPsqT7Ov9rFnj3K/027dajNlii8uLlbExWVz6NBdOnfeSXy8YWYyqOzYmjSpLjNnemu3P3w4AIBx4y6wYoX+r3SqLG/OzS2kT586TJnih729BbduZbBhww0+/fQvvcdSJCDAjQMHRmpfBwf3AGD58guMH2/YE3n3O3UqnaFDI/jsswZ89FE9rl/PZsqU66xZU1wODBpUk+XLG2tfr1un9OrMnHmTWbP0eyVYVcvS6mJqeaEppR1TO9ah4t9n0qQ9NG1ak7FjW/DYYzYkJmZz8mQs3bqt4+JF/XcoKfEYrx4f0AYObCl+HTxH+bt8DYx/rWqf8cl7MG508euzh5S/PQbCwQcMr7aZih/sbfEwU5GiVnO+oJABaZnsza/6CcwnLC2YZmONtQrCCgoYnp7Fzjz9DOAxtXq8kvd0xMPDRlO2J9Ov30H27FGuAlu48DI2NmYEB7elZk0rQkOT6dv3IJGRhukANLW6Rkm5FNCc2gzEF3ssSSGHC9xlOntIQfn+Agp5ksa8SFsAYklnGX+xG8Pf/hLgrbfCNGVFoKasiOPVV88a5LtOncpg6NArfPZZPT76qA7Xr+cwZUoUa9Yo+VydOpYMHqwMBgsNbanz3h49LnLwoH5vq/bqq8porYMHh+gsHzduHytWXCI7u4Bu3TyYMqUVLi7WxMVlcejQHTp3/o34eP0PLH/99URmz3bhP/+phaurGXfuFPDNN2l88kmydptBg+xYvrz43szr1rkCMHNmMrNmJaNPlR3rTz11iHnzWrFlSzdq1LDg6tV0xo49YdBZbfr0qUGDBlb8+KPu4ON27WwJDFRuYXTtWlOddQ0bhhMVpd929KuvKt9x8OCTOsvHjTvCihVXNf0Zu5k3z58tW3prfp80xo49zPbt+j8RW1mdcNIkX2bObKPd/vDhp3TiNZYXX6zL7dvZ7Nql/5P3JSnlRECJtJxKv35H2bNHOanp61uDzz5rQc2aVty4kcGcOZcIDjbc71JZ+lFicuKzz/w1MaUzZ04YwcEXDRJPRfVmS0sV3bo5M2VKPVxcLImLy+XQoXt07nyK+Pjq758yRl+hqdUzjN3mCgiAAweKXwcHo/l+GD8eBg1SnhdZt075O3MmzJqlPH/rLWUm6g0blFuN7NwJr7766LFVVq63a1ebwEA3AK5dG6OzTcOGPxEVVb23b1XqGTWZMsVbc3zlcOhQIp07HyE+vnpmT3Bysuazzx6nbl0HkpKy2bDhMh98cMhgt1wpqSr9PZ9/Ho29vTnfftsIZ2cLjhxJpX//CwaZzUrJC5tr8sI8jhxJITDwDAkJedjYmNGnjwtTptTF3t6cW7ey2bAhnk8/NdyMphXlPcbSp48dDRpY8uOPpQcA+vpa8tlntahZ05wbN/KYMyeJ4ODk6g9SozrP45javnIsGnlchnnz5lFYWMi//vUv0tLSCAgIYOfOnbi4uJT7HmE8/4Tbi6jUarVh5yc0ATExMXz77be8/PLLeHquMmosavW72ucqlWGujHoQanXxCVOVapYRI1Go1R9rn6tU3xsxEoVa/ZL2uUq1vYItq0dYWF02btzIsGHDaNWq+k+G3U+tHqZ9rlIZ7t5qVaVW99E+V6m2VLBl9VCrB2qfq1TLjRcIEBbmXyLt6PcepQ9Dd18Z/9hSq4s7h1Sq1UaMRKFWFzeWTeHYCgtzK5F+HvFSDT3QzZu/NGIkCrX639rnple2G7cs1d1Xy40XiIZuXrjb2OHcl3aMf6zr5s2mdmx9bsRIFGFhTxann+4tK3+DgalLnJ+zTtL/VaIPKqdmcUeIaeU964wYiSIsrHmJvCfM2OHo1DOG8rMRI1H8xrPa5yrVRiNGotBt45hCvaej9rlKtdSIkSjCwrqWSM8Olb/BwNTqhtrnxj7e1epR2ucqlSkc6620z02vHmaYK/gfhFo9Tvvc9NqkppYXLjdeIBrSp1ExU+rT0O3PMLU2hRED0QgLO1ciLR8xdjio1UHa56bXl2r8NqCpncsJC3MskX4MczHDg1Cre2ifm1beYwrnTYovpjK9ct34fd937vTSnrP18PAwdjjCwFJTU3FycuIKUJUWZBrQGEhJSalw0I0pkpkuhBBCCCGEEEIIIYQQQgghhBBCCKF3FuZgWYUBkBZqQL93mqw2MuhCCCGEEEIIIYQQQgghhBBCCCGEEHpnYQEWMuhCCCGEEEIIIYQQQgghhBBCCCGEEOLB2FqDbRUGXeSpgRyDh2MQMuhCCCGEEEIIIYQQQgghhBBCCCGEEHpnaQ6WZlXYrtDwsRiKDLoQQgghhBBCCCGEEEIIIYQQQgghhP6ZA1UYdEEVZsMwVTLoQgghhBBCCCGEEEIIIYQQQgghhBD6Z0HVBl3ITBdCCCGEEEIIIYQQQgghhBBCCCGEECXIoAshhBBCCCGEEEIIIYQQQgghhBBCiIcggy6EEEIIIYQQQgghhBBCCCGEEEIIIR6CGWBu7CAMSwZdCCGEEEIIIYQQQgghhBBCCCGEEEL/LKjaoAuVoQMxHBl0IYQQQgghhBBCCCGEEEIIIYQQQgj9k0EX/3vU6neNHYKWWt3F2CHoUKs/NnYIOtTql4wdgg61+kljh8C5c+e0z9XqYUaMpDS1uo+xQ9ChVg80dgg61OpxRv1+3bRjavvK+MdWSWr1GGOHoMMU9pdu+jG1vPnfxg5Bh+mV7cbfX7du3SI5OZmwMH9jh8LNmze1z00v7Rj/WC/J9H4f49fhdfLCJCMGUoacmo7GDkGHKeQ9RdTqUcYO4b5y1LTqGb/xrLFD0GF6bZyOxg5Bh1odZOwQ7kvPDY0XSBlM4Xgvola3MnYIOozdHoX708444wVSBtNrk5paXjjO2CFIn8YDMKW6hum1KYwdAZRIyiZRrpdken2pxm8DlmQK/T26eWEP4wVSBtPKexobOwQdplKup6SkkJmZyZ07vYwdCvHx8cYOQRiDOXJ7ESGEEEIIIR7GrVu3+PHHH40dRinOzs7GDkEIIYQQQgghhBBCCINLSUlhyZIl5OXlGTsULUtLS+zs7IwdhqhOMtOFEEIIIYQQDyc5ORmAgIAA6tevb9xgNJydnalXr56xwxBCCCGEEEIIIYQQwuAyMzPJy8tj6NCh1K5d29jhAGBnZ4eTk5OxwxDVyZz/+VEJ/+P/Xmkq1Uajfn/JqYRUqtVGjERRctonlWqLESNRlJzGTOVpxEA01HeKn6tU3xsvEI2wsOLpbVWqE0aMRFFyul2VarnxAtEoOeWl6cVzxXiBAGFhxc9Vqj3GC0Sj5HSgKlW4ESNRqNXNtM9VqqNGjERRcspCleqMESNRhIVZap+r2hkxEA11iZ9EpdpuvEA0Sk4na3p5T5bxAqE476lfvz6tWoVVvHE10K33mFo9bJ0RI1GUnJZdpbphvEA0Sk5bbwrx6JalplZWHDBeIBolp7c1qTaXCfQnhe0rfm56bZzbxgtEQ62uq31ueseWidUzLCvYsJqE6dTDPjdeIBolpx43dtmuW64vN14gGrp1wgNGi6NIWFgt7XPTa5Oa2LFu5P4D0J2a3RT2V1iYm/a56f0+plZ2LTViJLq3zDCF/gy1urgTw9h1VICwMNM6tnTzQuP/PrrnTkytjZxqxEgUum1SU8sLjZueddPyYiNGolCrX9c+N4XzSnfuPA1A7dq18fDwMHI04h+rqrcXMYHbgT2sf9ygCyGEEEIIIYQQQgghhBBCCCGEEEJUAwv+50cl/I//e0IIIYQQQgghhBBCCCGEEEIIIYQwin/AoAszYwcghBBCCCGEEEIIIYQQQgghhBBCiP9BFg/weAAFBQV8+OGHeHl5YWtrS6NGjZg9ezZqdfF9StRqNR999BEeHh7Y2trSp08frlzRvU1TUlISY8aMwdHREWdnZyZMmEB6evoDxSKDLoQQQgghhBBCCCGEEEIIIYQQQgihf2aAeRUeDzhyYf78+SxdupSvv/6a8PBw5s+fz+eff87ixYu123z++ecsWrSI//73v5w4cQJ7e3v69etHdna2dpsxY8Zw4cIFdu/ezR9//MGhQ4d4+eWXHyiW//GJPIQQQgghhBBCCCGEEEIIIYQQQghhFFWdxUIzQUVqaqrOYmtra6ytrUttHhISwuDBg3n66acBaNiwIWvXruXPP/9UPk6t5quvvmLGjBkMHjwYgJUrV+Lm5samTZt49tlnCQ8PZ8eOHZw8eZKAgAAAFi9ezFNPPcX//d//4enpWaV/UWa6EEIIIYQQQgghhBBCCCGEEEIIIYT+PeDtRerVq4eTk5P28dlnn5X5sZ07d2bv3r1cvnwZgNDQUI4cOcKTTz4JwPXr14mNjaVPnz7a9zg5OdGxY0eOHTsGwLFjx3B2dtYOuADo06cPZmZmnDhx4oH+RSGEEEIIIYQQQgghhBBCCCGEEEII/Sq6fUhlCpU/t27dwtHRUbu4rFkuAKZPn05qaipNmzbF3NycgoIC5syZw5gxYwCIjY0FwM3NTed9bm5u2nWxsbG4urrqrLewsKBmzZrabapCBl0IIYQQQgghhBBCCCGEEEIIIYQQQv8e8PYijo6OOoMuyrN+/XpWr17NmjVraNGiBWfPnmXKlCl4enoyduzYRwr5QcmgCyGEEEIIIYQQQgghhBBCCCGEEELonzlVG5VQ+GAf+8477zB9+nSeffZZAFq2bElUVBSfffYZY8eOxd3dHYC4uDg8PDy074uLi6NNmzYAuLu7c/fuXZ3Pzc/PJykpSfv+qjB7sNCFEEIIIYQQQgghhBBCCCGEEEIIIarA/AEeDyAzMxMzM93hDubm5hQWKqM3vLy8cHd3Z+/evdr1qampnDhxgk6dOgHQqVMnkpOTOX36tHabffv2UVhYSMeOHasciwy6qMC0aU1Qq4cRHNxKu2zixIbs39+NlJSBqNXDcHKyNGgMkyY1JjT0KVJSRpKSMpKQkCfo39+zzG23beuJWj2GwYPrGjSmItOm+aBWDyQ4uIV22f79nVCrB+o8li5tqZfv69YRNq+A6DOgvgOD+5e/7dJ5yjZvvlS8rHsnZVlZj4DWjx7f9Omt+fPPwaSmvkBc3Bh++60PTZo46Wyzf//TqNUv6TyWLu3y6F9eDk9PS1atakRCQjsyM9sTFtYSf3/7MrddurQhanVH3nyz6qO2HsT06S35888BpKaOIS5uFL/91osmTXSnBnJzs2Xlym7ExIwiPX0Mp08PZNiwBv+IeMzM4JNPahIZ2ZDMzEZcvdqAGTNqltpu1qya3LnjRWZmI3bvroOPj2HyoI8/9kat7qPzCA9XCiAXFwsWLfIlIqITmZk9iYrqysKFTXB0fMDS8AFcv94ItbpZqcfXXxffhysw0Ja9e+uTnu5LSkoTDh5sgI2NyiDxeHpasWpVYxISOpCZGUhYWBv8/Wto1w8dWpOdO5uTkNABtboLrVuXfdzpLx5LVq1qSEJCKzIz2xAW1gx/fzudbZo2teH3371JTm5Nenpr/vzTl3r1Hj39dGsHm7+C6J2gPgODe+iuV58p+zH1heJt3p8AR5dBxlG4d/CRQ9Lx8cc+qNVP6jzCw7tp11tbm/H1181JSOhNWlpffv21La6uVvoNooRJk3wJDR1ESspoUlJGExLyFP3719GunzixCfv39yclZTRq9TicnPQbS7duZmzebEV0tA1qtS2DB5euCs6aZcGdOzZkZtqwe7cVPj7Fx1GDBiq+/96SyEhrMjNtuHrVmpkzLbDUU1ZUUb3HxcWKRYsCiIgYSGbmKKKihrBwoT+Ojoari5lSPWzSpEaEhvYjJWUYKSnDCAnpTf/+xWW2m5sNK1d2JCZmEOnpz3D69BMMG2a4OqFSbjkTGVmHzMz6XL1ahxkzius9FhYwb54LYWGepKfXJzq6LitWPIaHh2HKisriARg61I6dO91ISKiHWt2Q1q0Nd6xD5WUFwKxZ9blzpz2ZmYHs3t0CHx8bg8Ty8ccNUat76DzCwzvobBMY6Mjeva1JT+9GSkpXDh5sg42NYZqLkyZ5ERram5SUgaSkDCQkpDv9+xeX6d7e9mzcGMjdu0+TkjKQdes64Opa9r07H0a3TrD5J4g+B+p4GPxk+dsuXaBs8+YrZa+3soK/9ivbtPZ7yHhMuJ2jHFuOREa6k5lZh6tX3Zkxw0FnG7W6bpmPqVNrlPOpj8aUjq37TZvmjVr9JMHBzbTLvL3t2LixLXfv9iYlpS/r1rXRW12jW1fY/BtER4E6DwYPKl5nYQHz5kLYX5CerGyzYhmUuLAHgMaNYdMGiI+BlEQ4fAB6dNdLeHTrVpfNm4cRHf0qavW7DB7sUyI+M+bN605Y2HjS06cQHf0qK1Y8hYeHYdINmFa5DlVrk3p7O7BxY0/u3n2WlJTRrFvXHVdX45QV+/e3KbV+6dImBolFice02qQlVfexfr+/U/8BwH//25SrVzuTmdmTu3cfZ9Om1vj62lXwiY/m+vWGqNWNSz2+/ro2AN7elmzc6MHdu16kpHizbp07rq6GSzsff1wPtbqLziM8vK12vZubJStXNiYmpj3p6YGcPt2aYcNqGSye6dPb8uefz5CaOoG4uHH89lt/mjRx1tnmv/99nKtXR5OZOZG7d8exaVN/fH2dy/y8R1VZf4arqwXLljUgOtqPjIw2bN/eCB8f/dULK1LWuQGlD6E1CQlPk5Y2iF9/7ajXempJppYPGrsOXzqe8tvIDRrYoVaPKvMxfLjhyvYaNSA42JobN2qQmenA0aN2BATotqmaNjXj999tSU52ID3dgT//tKdePf33X0pZUbFu3TzZvHkA0dHjUatfZ/Bgb531rq62LFvWh+jo8WRkTGL79kH4+DiV82mPpirnlQACA13Zu/cp0tPHkpLyAgcPPo2NTfXUfaqLSqWq8DFz5kxjhygehcUDPB7AwIEDmTNnDlu3buXGjRv89ttvfPnllwwdOhRQ0tWUKVP49NNP2bx5M+fOneOFF17A09OTIUOGANCsWTP69+/PxIkT+fPPPzl69CivvfYazz77LJ6eZbcZyyKDLsoREODCK694ERqarLPczs6cHTvimDv3UrXEcft2JtOnn8XffzsBAdvZty+O339/nObNdTPdKVOaolarqyUmgIAAJ155pQGhoSml1n37bRTu7ru0j3ffDdfLd9rbQegFmPx+xdsN6Q+B/hAdo7s85BS4t9Z9fLcaIqPgVOijx9e9uztLllwkMHAzfftux9LSjF27+mNnp5tDfPttBO7uq7WPd9/989G/vAzOzuYcPdqCvDw1Tz55iebNw3j77Zvcu5dfatshQ1wIDKxBdHSuQWKBot8ngsDArfTtuwtLSxW7dj2h8/usXNkVX19HBg3aS8uWv7NxYxTr13enTZvSFcL/tXimTXMhKMiZ1167S7NmUUyblsi777rw+uvFx/q777rwxhvOTJp0l44db5GRUcjOnXWwtjbMwILz59Nxdz+kfXTtegoAT09rPD2tmTr1Cn5+xxk37gL9+9fihx+aGyQOgPbtb+Dufln76NMnCoBffkkDlAEXO3bUY9euDDp0uE779jf4+uskCh9wKqqqUI6tlppj6yLNm//F22/f0Dm27O3NOXIkjWnTovQfQJnxNNHEc5XmzS/y9tu3deLx9rbiyJEmRETk0KPHZVq1Cmf27Fiysx+93LC3gdDLMHle2evd++o+xs+EwkLYUDywFCtL+GUPLP31kcMp0/nzabi779U+unY9rl0XHNyMgQNdGTHiL7p3P4GnpzUbN7YzTCDA7dsZTJ9+Gn//LQQE/MG+fTH8/nsvmjd3BsDOzoIdO6KZO/ecQb7f3h5CQwuZPLns/P7ddy144w0LJk3KpWPHHDIyYOdOK6w1/SRNm6owM4NXXsmjRYsc3norj0mTLJg7Vz93rKuo3uPpaYunpy1Tp57Bz28r48Ydo39/T374IVAv3/2g8ZRUHfWw27ezmD49DH//XQQE7GLfvrv8/ntXmjdXTs6sXNkRX18HBg06QsuWO9i48Tbr13eiTRtng8QzbZoTQUEOvPZaEs2a3WHatHu8+64Tr7+unIy1s1PRrp0Vs2cn067dHYYNi8fX15LNm12NEg+Avb2KI0eymTbtnkFiKKkqZcW779bhjTc8mDTpGh07hpGRUcDOnS0MWK5n4O4eon107fqXdl1goCM7drRi1657dOhwmvbtT/P119EUFhomXSvp+Tz+/vsICNjPvn3x/P57J5o3d8DOzpxdu7qgVqvp1eswXbocxMrKjC1bOqHS00+jbVdMq3i7IU9BYEDpdkVJn38Md2L1FI8JtnOmTXMgKMie115LplmzWKZNS+Hddx14/fXiE+Pu7nd0HuPHJ1FYqGbDhqxH+/IymOKxVURpI9cjNDRVu0xJz+1Rq6FXrxN06XJMk5799ZKe7e0hNAwmv1F6nZ0dtGsLs+dAuw4wbCT4NlEGaZT0xyZlgEavJ8C/o/J5f/wObm6lP/PB47MkNPQukyfvLiM+C9q1c2P27BDatVvJsGG/4etbk82bhz36F5fDlMp1qLxNamdnwa5dfTXpZwddumzDysqcLVt66y0/vF9FZQXAt9/e0Vn/7rvXDBOINh7TaZMWMcaxfr+/U/8BwOnTaYwff5FmzY7Rr99fqFSwa1c7zAzUK92+/S3c3SO1jz59bgPwyy/p2Nmp2LXLU7OvounS5TZWViq2bPE02HEFRcfWn9pH167F7b2VKxvj62vLoEHhtGz5Fxs3JrJ+vS9t2hjm4o3u3T1ZsuQ8gYEb6dt3i6b/coBOf9jp0/GMH7+fZs1+pl+/P1CpVOzaNQAzM/3+SFXpz9i0yRtvbysGD46kbdtwoqJy2bPHBzs7w57WKO/cQHBwKwYO9GDEiD/p3v0Qnp42bNxouDapKeWDxq7Dlx1P2W3kW7eycHf/Xefx0UfnSEvLY/v2R6y8V+D7723p29eCf/0ri5Yt09m1q4A9e+zx9FR+BG9vFUeO2BERUUiPHhm0apXO7Nk5ZGfrPxYpKyqm1FMTmDy57Ku/Nm16Gm9vRwYP3krbtj8TFZXGnj1DSp3r0YeqnFcKDHRlx47+7Np1mw4dfqd9+9/5+uuLBmuzG0tMTIz28dVXX+Ho6KizbOrUqcYOUTwKAw26WLx4McOHD+fVV1+lWbNmTJ06lVdeeYXZs2drt3n33Xd5/fXXefnll2nfvj3p6ens2LEDG5viAe2rV6+madOm9O7dm6eeeoquXbvy7bffPvC/KO5jb2/O6tUBTJx4hhkzmuqsW7hQaVB27/5YtcTyxx/ROq9nzAglKKgxgYGPcfGiMuChdWsX3n67GQEB24mNfcbgMSm/TzsmTgxlxozGpdZnZhYQF5ej9+/dsV95VMTTHRZ/Cv1Gw9ZVuuvy8iAuvvi1hQUM7geLf9RPfE8+uVPn9bhxh4iPfx5//8c4fLi4MpeZmU9cnP47IO83bZont27l8OKLkdplN26U3i+enpYsXtyQfv0i2LrV12DxPPmkbkfbuHFHiI9/Dn//Whw+HAdA586uBAUd4+TJBADmzAnjrbea4+9fi7Nnk/6n4+nc2Zbff09n27ZMAKKi0nnuOQc6dLABlGN9yhRnPv00ic2bMwB44YU44uK8GDLEnnXr0vUaD0B+vpq4uNInZi9cyGD48DDt68jILD744Bo//eSHubmKggL9V/YSEgp0Xk+f7sDVq7kcPKj8XsHBbixadI/58xO121y+bJhBRNOm1dUcW1e1y+4/tn76SclsGjQw/NUX06a5cetWHi++WDzA48YN3f99zhxPtm1LYdq04jIlMlI/v8+OEOVRnrhE3deDu8P+U3C9RPE287/K37ED9RJSKeWlZUdHCyZMqMvo0aHs368c0+PHnyMi4nE6dnTmxIlkvcfyxx+3dV7PmPEXQUFNCQyszcWLySxceBFQGlyGsGNHITt2lD8aacoUCz79NJ/Nm5VtXnghl7g4G4YMMWfdugJ27ixk587i91+/rub//i+foCBz3nmn9KC+B1VRvefHH68xfPhh7brIyHQ++CCUn37qbLC8x5TqYX/8cee+WM4RFNSIwMBaXLyYSufOtQgKOs3Jk0panjPnIm+91QR//5qcPZus93g6d7bm998z2bZNqdNEReXz3HNZdOhgDaSRmqrmiSfiSrwjn9deS+TkSU/q1TPn1q2CMj/XUPEA/PSTUn42aGD4JlBVyoopUzz59NNbbN6s7LMXXrhCXFwHhgypxbp1CXqPqby8ECA42IdFi24zf/5N7bLLlw1XX/3jD92OzhkzLhIU5E1gYE3q1LGlYUN72rbdR1qakq+MHXuKe/cG0qtXbfbujS/rIx/Ijr3KoyKe7rD4M+g3ErauKXub/r3hiR7wzHh4qs8jxGPC7ZzOna34/fdstm1TeoKjorJ47jlbOnQovgIuLk63XBk82Jb9+3O4fl2/xzmY5rEFRW3k1kyceJ4ZMxppl3fp4kLDhra0bXu0RHoO4969PvTqVYu9exPL+8gq2bFTeZQlNRWeuG8Wl9fehJPHoF49uHULatWCJk1gwstwTnP+b/r7MDkI/FpAXFzpz32g+HZcZ8eO6+XEl8sTT6zXje+1PZw8+QL16jlw61bao315GUypXIfK26RdurjSsGEN2rbdQlpaHgBjxx7m3r3R9Orlwd69FYwIe0gVlRUAmZmFFa6vrniM0SYF4x3r9/s79R8AfPdd8bEXFZXNjBnXCAsLpGFDWyIj9V/fKN1/YK/pP8iib187Gja0pG3bW6SlKeXX2LFx3LvnTa9etuzda5j6j/L75JW5rnNnR4KCrnHypLJf5sy5zVtveeLvX4OzZzP0HsuTT27VeT1u3D7i48fj71+bw4eVfOW774ovoIuKSmPGjBOEhY2iYUMHIiNT0ZfK+jMaN7amU6catGhxkYsXlbpIUNAtYmNb8txzLvzwg36PrSLlnRtQ+hAaMnr0n+zfr1S+xo8/TUTEE3Ts6MKJE/of3G1K+aCx6/Cl46m4jRwXpzuSYejQuqxff4uMjEfvuyiLjQ0884wFgwdncfiwkg/NmpXDwIEWBAVZ8eGHOcyZY8O2bflMm1Zcf42MNEw8UlZUbMeOKHbsKPtiucaNnenUyYMWLVZz8aLSpggK2k9s7ASee64JP/xwUa+xVOW8UnBwIIsWXWD+/OLj/vLl0hdE/925uxf3hzo5OaFSqbTLZs6cyaZNmzh79qx2m6+++oqvvvqKGzduaJd9//33fPHFF1y/fp2GDRvyxhtv8Oqrr1bXvyAqUtUBFQ94Ia2Dg4M2LZRHpVLxySef8Mknn5S7Tc2aNVmzppwOoCqSmS7KsGRJG7ZujTVIZeBRmJmpGDWqAfb2Fhw7psRma2vOmjVdmDz5ZKmKhKEsWdKSrVvvsndv2R1WY8bUIT6+H+fOdWfu3KbY2lbPFEcqFaxaBAuWwsXLlW8/6Amo5QLL1hkmnqIp4ZOSdDsBx4xpRHz885w7N4y5cwMM9vsMGuTCqVMZrF/vQ1xcO86c8eOll2rrbKNSwapVjViw4A4XLxp+IEhJZf0+ISF3GTXKCxcXK1QqGDXKCxsbcw4cMNwIZFOJJyQki9697WjcWOnAbtXKiq5dbdi+XakYe3lZ4OFhwZ49mdr3pKYWcuJENp06GWZ62caN7YiO7sa1a5356acW1KtX/gACJycLUlPzDda5VZKlJTz/vCM//pgMQO3a5gQG2nL3bj5HjzYgNrYxBw7Up0sXW4N8/6BBNTXHli9xce05c6Y1L72kh0sBHzoeJ008XsTFteTMmaa89FLxVKQqFTz9tBOXL+ewY4cPcXEtOX7cl8GDDTMlXkVca8LTXeGHTdX7vUpa7sm1a9356afW1KunHDP+/o5YWZmxZ09xeXbpUgZRUVl06uRs8LiUct1LU67fNfj3VcbLS4WHh4o9e4o7KVNT4cSJQjp1Kr/K6OQESfodhwaUXe8p/d2WpKbmVUveYyr1sOJY6mliUToaQ0ISGTWqfokyq56mzDJM2goJyaF3b1saN1ZaS61aWWrKrfLrE05OZhQWqklO1v80RA8TjyFVVlZ4eVnj4WHFnj3FnSSpqQWcOJFGp04OZX3kI2vc2Jbo6E5cu9aRn35qpi3Xa9e2JDDQkbt38zh6tC2xsZ05cKANXbpUTzlhZgajRtXF3t6cY8eSsLY2Q61Wk5NTnE6yswspLFTTtWv1DHxXqWDVf2DBErhYzgSHrrXhuy/hX69CpoGTmTHbOSEhufTubX3fsWXN9u1l53murmY8/bQNP/yg/5NEYJrHFsCSJc01bWTdkz8Vp2cXg8VTHidHZcax5GTldWIiRETAC/9SZsYwN4dXJiqDLU6fqfbwcHKy1pQT+r+I436mVK4Xub9NqqQfyMkprptlZxdo0o9h2h/llRVFxoxxJT6+C+fOtWfuXC9sbQ3brWhqbVJTOdb/zv0HdnZmjB/vSWRkJrduGf44K+4/UAYKWFurNMdVcTrJzlZTWAhduxqmDwGKjq32XLvmz08/NaFeveJbz4SEpDJq1GO4uFho6vGPYWNjxoED1XMyrbz+yyJ2dhaMH9+UyMhUbt3S70nYyvoziq62z84uPraK9l/Xroa7HVV55wb8/V00fQjFyy9dSicqKpNOnQxzSxhTyweLmFodvqw2cknt2rnQtq0LP/wQWca79cPCAiwsVKVmlc3KUtO1q7mmf86Cy5cL2bHDjri4Ghw/bs/gwYa5KEDKiodnba2cr8nOLh4QU1Qn69q16rcZeFj358u1a9sQGOjK3btZHD06kNjYMRw48DRduhivP9pUrV69mo8++og5c+YQHh7O3Llz+fDDD1mxYoWxQxOgjEgwr8LjbzxyQWa6uM+oUXVp186Z9u0rudSoGvn5OXPs2BPY2JiTnp7P0KGHCA9XGgvBwf6EhMSzefPtSj5FP0aN8qRdOyfatz9c5vo1a6KJisrizp1sWrVyZP78Zvj61uCZZ06Vub0+TZsM+QWw6IeqbT/hOdh5oOLpgh+WSgVffRXIkSOxXLhQPMp5zZqrREWlc+dOJq1a1WT+/A74+jrzzDN79B6Dt7c1QUFufPllDHPn3qF9e3sWLWpIbq6alSuVE4zTpnmSnw+LFj3iJUwPSPl9OnDkSBwXLiRrl48ceZB167qTlDSavLxCMjPzGTp0P9eu6f8qJ1OLZ968ezg6mhER0YCCAqXD84MPElmzRvkud3clu46L071iIy6uQLtOn06cSGHcuAtcupSJh4cVH3/szeHDAfj5HSc9XTeGWrUs+fBDL779NrqcT9OvIUMccHY2Z/lypQPC21tpPMyc+RhTp97l7NlsXnjBib176+PnF8nVq2VfTfKwvL1tCApy58svo5k79zbt29dg0SIvcnMLWbmy+gfrKcd6bb788i5z58bSvr0dixbV0xzrSbi6WuDgYM706W7MmBHDtGnR9O/vyMaN3vTseYVDh/Q/cr08YwdCWiZs3FdtX8mJE8mMG3eOS5cy8PCw5uOPfTh8OBA/v8O4u1uTk1NISoruVQVxcTm4uxtulhKlXH+6RLm+j/Bw449Od3dXOrTi4nQ7COLi1LiXM/FGo0YqXn/dgqlT9XecVVTvKalWLWs+/LAl3357tYxP0R9Tqof5+Tlx7FjvErEc1cYycmQI69Z1IilpaIky6wjXrhnmGJ83L0VTbtUpUW4ls2ZN2Sdara1VzJ/vwtq1GaSl6b8T8EHjMbTKygp3d6UT5f6rfOLi8rTr9OnEiVTGjYsoUa435PDhtvj5ncTbWznBMHNmQ6ZOvcbZs+m88IIbe/e2xs/vJFevGmZEgZ+fI8eO9cDGxkyTno8THp5GfHwOGRkFzJ/vx/vvX0Clgnnz/LCwMMPDwzCdf/eb9gZKHbmCWSSXL4b/roDTodCgnoHjMWI7Z968NBwdVUREuJU4tlJZs6bsdDF2rB1paWo2bjRMujG1Ywtg1CgPTRu59NRfx48na9KzL++/fwmVSsW8eU006bl67kdfxNoa5n8Ga9dBWonmTJ/+sGkDpN1TBmTcvQv9BxQPzKi++MyZP787a9eGk5ZmuJkUTKlcL6msNunx4/FkZOQzf34A779/WpN+/DXpR/8nhysqK9LTC1izJo6oqGzu3MmlVSt75s9vhK+vHc88c0HvsSjxmFab1JSO9b9j/0FQUF0+/9yHGjUsiIjIoG/fv8jLM/yJ4SFDauDsbMby5cpxfvx4NhkZhcyfX4v330/U1DMew8JChYeHYbrJT5xIY9y4K1y6lKX5fepx+HBL/PzOkp5ewMiRl1i3zpekpI6aenwhQ4dGcO2a4U80KnlPF44cieHCBd2R9EFBLfj8807UqGFJRMQ9+vbdQl6efgdPV9afERGRTVRUDp99VodXXrlJRkYhb73lSr16Vnh4WFb+BQ+honMDSh9CASkpuu3fuLhsg/QhmFo+CKZXh6+ojVzShAneXLyYUuaADH1JT4eQkHw+/NCa8PAs4uLUPPecJZ06mXP1aiGuriocHFRMn27NjBk5TJuWT//+FmzcaEvPnpkcOqTfWeKkrHh4ERH3iIpK5bPPOvPKK/vJyMjjrbfaUK+eAx4edgb97rLOK3l7K4PHZ85sx9SpJzh7NokXXvBh796n8PPbwNWr+puB6O/u448/5osvvmDYMOWWhV5eXly8eJFvvvmGsWPHGjk6UeWZLvQ/aWa1kUEXJdSta8vCha3o2/eIzqhMY7t0KZU2bbbh5GTF8OH1WbGiE92778bHx4Fevdxo23Z7tcRRt64NCxf60bfvsXJ/n+++K56S+Pz5NGJistm3rzPe3nZERmaW+R59aNcS3nwJ2vWr2vZ1PKBfDxj5imHiWbKkC35+LnTtukVn+XffFV8qd/78PWJiMtm372m8vR2IjNTviXwzMzh1KoMPPlA6jM6ezcTPz45Jk1xZuTKBdu3sePNNN9q1O6/X762KJUsCNb/PNp3ls2e3xdnZit69d5KQkM2QIfVZv74H3bpt4/z55P/peEaOrMGYMQ6MHh3LhQu5tGljzVdf1ebOnXxWrjTsoJOy7NhR3Ag5d07pgIuK6srIkW78+GPx9H0ODuZs3dqGixczmDnTcKPFS5owwZnt29OJiVFOlBfdU/Sbb5K1AzHOnr1L7972vPiiM++/r9+BEMqxlc4HH9zUfFeG5thyN8qgCyWeTD744I4mniz8/GyZNOkxVq5M0v4+v/+ewldfKVe8h4Zm0bmzPZMmPVatgy5eHASrt0NO9c1IzI4dxbNYnDuXxokTyURF9WDkSA+ysoxTg1PK9c2acr0BK1Z0o3v37SYx8OJBeHrCjh1W/PJLAd9/r7/fsrx6T8mOEwcHC7Zu7cHFiynMnBlWwacZLp7qrocpsaTRps0unJwsGT68LitWdKB79/2Eh6cye3ZLTZm1n4SEXIYMqcP69Z3p1m0f58/rP22NHGnPmDH2jB6doCm3rPjqq5qackt3oIOFBaxfXxuVCoKCDNPJ9SDxVAdTKyt27CjuRD93LoMTJ9KIigpk5MjahIcrdfRvvrnD8uWxmnjT6d3bhRdfdOf998u+NcCjUtLzXk16rsOKFQF0736I8PA0Row4wdKlbXjjjUYUFqpZu/Y2p0/fq5b71bZrBW++DO16lb/N6xPBoQZ89pXBwzF6O2fkSFvGjLFj9OgkLlzI0xxbTty5U8DKlaXbdy++aM/q1ZnkGGiiAlM7tpQ2cjP69j1ZZhs5ISGXESPOsnRpC954o4EmPcdw+nQKhdXY5WBhAevXKp24QZN11y1ZpAy06NYTsrLgpRdhy2/QvhPEGn7CQU18ZqxfPxiVSkVQ0C6DfpcpleslldUmTUjIYcSIAyxdGsgbbzTTpJ/rnD6dYJD8sKKy4scfY/nuu+KRXOfPZxATk8u+fW3w9rYhMlL/J4dNqU1qasf637H/YPXqGHbvTsTDw5qpUxuwfn1LunQ5ZfD+1wkTHNm+PYOYGKW9kpBQwIgRsSxdWps33nCmsBDWrk3j9Olsg9UzduxI1j4/dy5Tc2wFMHJkLX788S6zZ9fH2dmC3r3Pk5CQx5AhtVi/3pdu3c5x/rzh+lIBlix5HD+/mnTtuqnUutWrr7B79208POyYOrUN69c/QZcuv+nMvvOoKuvPyM+HYcMi+eGHBty715r8fDV79qSybVsKKpXewtAytXMDppQPFjG1OnxFbeQiNjbmjB5dn9mz9XtLiLL8619Z/PijLXfuOJCfr+bMmULWrs3D398cM82V27//ns9XXykdY6GhuXTubM6kSVYcOqTfQctSVjy8/PxChg3bxg8/9ObevZfJzy9kz55bbNt2A5UhMp8SyjqvVNz3HcHy5VcAOHs2kd696/Dii014/33DX/D8d5CRkcG1a9eYMGECEydO1C7Pz8/Hyan6Z3wWZZBBF/8s/v7OuLnZcOZMcQ+bhYUZjz/+GK+95o219aZq7RgpkpdXqL1K8cyZJNq3r8mbbzYlK6uARo0cSE4eobP9hg3dOHw4np499Tt7gvL7WHPmzOPaZcrvU4vXXmuItfXWUr/PiRPJAPj42Bt00EW3juD6GNw8WbzMwgK++BimTASvjrrbjx8FifdgswH6cxYv7sSAAfV4/PE/iI6u+H8+cULpGPTxcdT7oIuYmLxStwwJD8/imWdqAtCtmyOurpbcvNlWu97CQsUXX9RnyhR3vLzO6jWeIosXd9T8Ptt1fh9vbwdef70ZLVps4uLFZADCwu7RrZsbkyc3Iyjo2P90PAsWPMa8efe098s7fz6XBg0seO+9mqxcmUZsrDLAwM3NnNjY4lLHzc2cs2cNP/1uSko+ly9n4ONTfEVVjRrm7NjRlrS0fIYODSM/3/AnQurXt6BPH3uGDSu++qxo8MXFi7q/Q3h4LvXr6//Kh5iY3HKOLcNMJVl5PHnae5sWx5PNM884A5CQkE9enrrMbQw5Hef9uraFpl4wanq1fWWZitOyHbt3J2BtbYaTk4XObBdubtbExhruuFLKdSXPP3MmkfbtH+PNN5szaZJh8rmqio1VjmE3N5X2edHrs2d1j28PD9i/35qQkEJeflm/s8mUV++ZNOlPAGrUsGDHjl6kpeUxdOhBg+c9plIPKx3LPU0sTfj883Bef70xLVps5+JFpXMpLCyZbt0eY/JkH4KCTus9lgULXJg3L4V165QBDefP52nKLWedQQ5FAy4aNLCgV69Yg8xy8SDxVJfKyorYWKWTzc3NitjY4mPIzc3SIPfuvp+SF2bi42PLvn3JAFy8qFtvDQ/PpH59w12Vlpen5to15X89cyaZ9u1dePNNHyZN+ovdu+/i47OLWrWsyM9Xk5KSR0zMU0RGGv7q826dNO2Ks8XLLCzgi1kw5WXw8odeXaFTAOTcdyHhqd2wegOMe02P8Ri5nbNggRPz5qWxbp2Sns+fz6dBA3Pee8+h1KCLrl2taNrUklGjDHDPKQ1TO7b8/R01beTO2mVKG7kmr71WH2vrnezenYCPz0Fq1bLUpOd8YmJ6ERlpgCkXy1A04KJBA+jVV3eWi149YcDT4FK7ePnk16Fvbxj7L5i/oDriM2P9+kE0aOBIr14/G3SWCzCtcr1IeW1SgN277+Djs5Fataw16SeXmJhRREYaZkBcSSXLirKcOKHUOXx8bA0y6KLseIzTJjW1Y/3v2H+QmlpAamoWV69mcfx4Cvfu9WDo0Nr8/LPhZl5V+g/sGDZMdx/s3p2Jj08UtWqZkZ8PKSmFxMR4ERmp33ZNeVJSCrh8OQsfH1u8vW14/XVPWrQ4oy3fwsIy6dbNkcmTPQgKumawOBYv7sqAAQ14/PFNREeXLiNTU3NJTc3l6tUUjh+P4969Fxk61Iuff9bfTIOV9WcAnDmTRdu2ETg6mmFlZUZCQj7Hj/ty6pT++5krOzfQr99RrK3NcXKy1Jntws3NxqB9CEVMoW/O1Orw5bWRJ00qPgk9fHhd7OzMWbnyhsHiKBIZqaZHj0zs7MDRUelb+flnWyIjC0lIUGv653TPJoaHF9K1q/5vPy5lxaM5cyaetm1/xtHRSpP3ZHP8+AhOnTLc7YHLO68UE6M8LzpHUSQ8PJn69auvb9fYzMyU2xiVlJdXnBenpytp/bvvvqNjR92Gsrm5/o8x8RCKbh9Sle3+pmTQRQl798bj56fbkF62zJ+IiDTmz79slAEXZTEzU2FtbcbHH4fx/fe6Fd3z5wfw1ltn2LJF/5UZ5fc5oLNs2bI2RESkM3/+1TJ/nzZtHAGIiTFsA3zVBthz3x1Pdq5Rlpd1L+Pxo2Dlr8q0wfq0eHEnhg5tSI8eW7lxo/Krx9u0UToHY2L0P/3u0aNp+PrqdpQ3aWJDVJRSaVq1KkHnXscAO3c2ZdWqBJYtM8xVYosXd2To0Pr06LGj1O9jZ6fkpPePfi4oUGtHAv8vx2NnZ1bqGCooQPtd16/nExOTT+/edoSGKh2RDg5mdOxow9Klhr863t7enEaN7Fi1Klbz3ebs3NmWnBw1gwaFVtuI4/Hjnbl7t4CtW4v3140beURH5+HrqzuVY5MmVmzfrv9ZHMo+tmy1x1Z1O3o0o4x4rImKUtJJXp6akyczyvh9bLTbVIcJg+HURQi7Um1fWabitHyH06dTyc0tpHfvWmzcqDTgmjSxp0EDW44dS662mJRy3fi1yevX1cTEqOnd25zQUKWAdHCAjh3NWLq0uBHj6akMuDh9upDx4/NQG3i8VVG9R4nHgp07e5GTU8igQQeNcvWRsephFcViZ6dU6csuswxzFYadnarCcguKB1w0bmxJz56xJCUZbn9VJZ7qVFlZcf16DjExufTu7URoqNJp6eBgTseODixdavhLy5W80JZVq+K4cSOb6OgcfH11T6o1aWLL9u2GO3l+PzMztMd6kcREpZzq2bM2rq7WbN5s+JPUq9bDnoO6y3auh1W/wLI1yus33ocZnxWv93SHXb/AqIlwQs9jnIzdznmQY2vCBHtOncolLMxwJ61M7djauzcRPz/dHbRsWUsiIjKYPz9S57dLTFR+l549a+LqasXmzYbrsC1SNOCisQ/07AtJ9x3SdprZke/fx4WF1ZN/Fg24aNzYhZ49fyYpqfrv2W3scr2iNmlJiYlKGu/Z0x1XVxs2b75lsJiKlCwrytKmjdLJHxNTPW0KY7ZJTe1Y/7v1H9xPpVIe95f7+jZ+vKOm/6DsQXeJicqP2LOnLa6u5mzeXD0Dde3tzWjUyIZVq+Kxs1N+g9L703B9YaAMuBg61IsePTZz40blF4EV7zP9tlsr688oKTW1ECjEx8eagAA7PvzwTqltHlVl5wZu3crU9CHUZuPGO5p4a9CggZ1Bb1tRxFT65koylTp8cTyqUvFMmODN5s13SEiovn67zEzIzFTj7Az9+lnw7rvZ5OXByZMF+PrqxtekiRlRUfrvWJGyQj9SU5XfxsfHiYAAVz788LhBvqei80o3bqQTHZ2Br6/ubA1NmjiyfXv13xbPWGrXrk1sbCxqtVo748jZs2e1693c3PD09CQyMpIxY8YYKUpRIZnp4p8lPT2fCxd073+UkZFPYmKudrmbmzXu7jb4+CiNy5YtHUlLy+fmzUzu3dN/59LcuW3Yvv0ON29m4OBgyejRDenRw41+/fYRF5dNXFzpTombNzO4cUP/DYX09AIuXNCtiBf/Pml4e9sxenQdtm27S2JiLq1aORIc3IKDBxM5d+7RZ3GwtwMfr+LXXvWgdQtISoZb0ZB0T3f7vHyIvQuX7xsU3qsreDeA79c8ckg6lizpzOjRjRg8eDdpaXm4uSkd1ykpuWRnF+Dt7cDo0Y3Ytu0WiYk5tGpVk+DgQA4ejOHcOf13aAcHxxIS0pz33vNk/fpEOnSowcsvu/Lyy8oVMUlJ+SQl6fbG5uWpiY3N4/Jl/Xd2LVkSyOjR3gwevJe0tPxSv09ERApXrqTyzTedmDr1FImJOQwZUp++fT0ZMED/VxWZWjxbtmTwwQcu3LyZx4ULubRta82//+3Mjz8W50lffZXMjBk1uXIlj+vX85g9uxZ37hSwaZP+j/cFCxqzZUs8UVHZeHpaM2uWNwUFataujcXBwZxdu9phZ2fG88+H4ehogaMyvor4+FyDDVBTqZRBFytWJFNwX8G7YEEis2bVJjQ0m7Nnsxk71pmmTa0YPjxZ73EEB98hJKQl771Xl/XrEzTHlhsvv1yc2bi4WFC/vjWensq9w4tOZMXG5hIXp9+yIjj4LiEhvrz3nhvr1yfToYMdL7/8GC+/XHy7pwUL4li3zotDh9LZvz+d/v0dGTjQiR49Lj/y99vbgk+Je9l71YHWTSApFW5p2k0O9jCiL7z9ZdmfUc8dajpCfXcwN1PeD3D1FmQ84pi0BQt8NWk5S5OWG1NQAGvXxpCams8PP9zmyy+bkZSUR2pqPosXNyck5J52piZ9mzu3Hdu3R2vKdQtGj/amRw93+vVTLkl2c7PF3d0WHx/lfo0tWzpr6hnp3Lv36B3a9vbg41N8Et7LS0Xr1iqSkuDWLTVffZXPjBkWXLlSyPXrambPtuTOHTWbNikHnacnHDhgTVSUmqlT86hdu/iz4/Rw4UFF9R4HBwt27eqNnZ05zz9/CEdHSxwdldls4uNzDDJlqSnVw+bObcn27bElYqlPjx6u9Ot3kIiIVK5cSeObbwKYOjVUU2bVpW9fdwYMOFz5hz+ELVuy+OADJ27ezOfChTzatrXi3/925Mcflc4BCwv49VdX2rWzYsCAOMzNVbi5KZ20SUkF5Om52lxZPAAuLmbUr2+Bp6cSh6+v0hSKjS0odR/bR1WVsuKrr+4wY0Y9rlzJ5vr1bGbPrs+dO7ls2qT/DtsFCxqxZUsCUVE5eHpaMWtWQ025flez/hazZjUkNDSDs2fTGTvWjaZN7Rg+/ILeYwGYO7eFJj1nafLCevToUZt+/Y4CMG5cA8LDU4mPz6VTp5osXNiK4OCrXL6sn8GU9vb3tSvqQ2s/pT1RZrsiT7ddceu+GS7SNYf8tRsQ/RB9yqbcztmyJZsPPnDg5s0CzbFlyb//XYMff9S9utTBQcWIEba8/bZhO2hN7dhS2si66TIjo4DExDzt8nHj6hAenqFJz84sXNiM4OAbXL786GWFUq4Xv/bygtatlcEVMTHw6zpo1xYGDFHu4+3mpmyXlKSk62PH4d49WPEjfDJHub3IxAnK52zVw1027O0t8fFxKRGfM61bu5KUlEVMTAa//jqYdu3cGDBgA+bmZri52WviyyIvT/+NClMq16HyNinAuHE+hIenEB+fTadOtVm4sAPBwRe4fFn/9+6uqKzw9rZh9Gg3tm1LJDExn1at7AkO9uHgwWTOnTPM72NKbVJjH+v3+zv1H3h52TJqlBu7diUSH59L3bo2TJ/ekKysArZtS6j8wx+S0n/gyIoVqaX6D8aNcyQ8PJf4+AI6dbJh4cLaBAcnc/myYQYNLljQkC1bkkocW/U1bdJ4kpMLuHIli2++acTUqTdITMxnyJCa9O3rzIAB4QaJZ8mSbowe3ZjBg7eTlpZbKu/x8nJg1Cgfdu26RXx8NnXr2jN9ejvNPrtZyac/mKr0Zwwf7kx8fD43b+bSsqUtCxfWZdOmZHbv1v/tEapybuCHH27w5ZetSErK1fQhtCYkJJETJ+6V9ZGPxJTyQTB+Hb50POW3kYs0alSDxx+vzVNPHTJIDPd74glzVCq4dKkQHx8zFiywISKigGXLlPxlwYJc1q2z5dChAvbvz6d/fwsGDrSgRw/9z9wiZUXFlHpq8SAGLy9HWrd+jKSkbG7dSmf4cB/i47O4eTONli1rsXDh42zaFMnu3fof+FrZeSWABQvCmDXLn9DQRM6eTWLs2MY0berM8OF79R6PqerRowfx8fF8/vnnDB8+nB07drB9+3YcizI/YNasWbzxxhs4OTnRv39/cnJyOHXqFPfu3ePf//63EaMXgDKDRVVGJej5YvnqJIMuHtCkSd7MnNlM+/rw4e4AjBt3ihUr9FvxBHB1tWblyk54eNiSkpJHWNg9+vXbx5491XRz1QeQm1tInz61mTLFG3t7c27dymLDhhg+/VQ/lzUHtIYDG4pfB89S/i5fB+PfqvrnTHgOjp6ES/qbDQ+AV19tDsDBgwN0lo8bd5AVK65ofp86TJnih729BbduZbBhww0+/fQv/QaicepUBkOHXuGzz+rx0Ud1uH49hylTolizxvAjr8vy6qtNATh48Emd5ePGHWHFiqvk56t56qndzJvnz5YtvalRw4KrV9MYO/Yw27dHl/WR/1PxvP76XWbPrsV//uOKq6s5d+7k8803qXzySfH++vzze9jbq/j2W1ecnc04ciSb/v2jycnR/4nGunWtWbu2JbVqWRIfn8uRI8kEBp4kISGP7t1dCAxUKqXXrnXReV/DhkeIijLMFWp9+tjToIElP/5YujN/4cJ72NiYERzsRs2a5oSGZtO3702DTA966lQ6Q4dG8NlnDfjoo3pcv57NlCnXWbOmeIaYQYNqsnx5Y+3rdet8AZg58yazZum3cn7qVCZDh17js8/q8NFHHly/nsuUKbdZs6a4wb9pUwqTJt3ivffcWLSoHpcuZfPMM5EcPfrojaiA5nDgu+LXwW8rf5dvhvEzlefP9gMVsHZn2Z/xySQYN6j49dmflb89JsLBR7xiuG5dG9aubU2tWlaatJxEYOAxEhKUAQxvvRVOYaGaDRvaYm1txs6dCbz6qmFOMgK4utqwcmU3TbmeqynXd7Fnj3KWbtIkX2bObKPd/vDhp4DivOlRBQSYceBA8awnwcHKwKDly/MZPz6Pzz/Px94evv3WCmdnOHKkkP79c8nRXBDSt685jRub0bgxREfrXhWvUj36rE0V1Xu6d3clMPAxAK5dG6zzvoYNNxEVpf9OAVOqhylppyMeHjaaWJLp1+8ge/Yoo12eeuoQ8+a1YsuWbpoyK52xY0+wfbthrip6/fVEZs924T//qYWrqxl37hTwzTdpfPJJMgB16lgweLByCXVoaB2d9/boEcvBg/otKyqLB2DQIDuWL39M+3rdOlcAZs5MZtasZPSpKmXF559HY29vzrffNsLZ2YIjR1Lp3/+CAcv15ppyPY8jR1IIDDxDQoJSTi5ceFtTjjaiZk1LQkPT6ds3zGDTxSvHVkCJ9JxKv35H2bNHGQTi61uDzz5rQc2aVty4kcGcOZcIDtZf5T2gNRz4vfh18KfK3+U/w/jX9fY1DxaPibZzXn89mdmzHfnPf5w1ddQCvvkmg08+0T0h8eyzdqhUsHatYe89b2rHVlX4+trz2We+1KxpyY0bWcyZc43g4Bt6+ewAfzhQop81+P+Uv8tXwsxPYLCmfhV6X32qR284eAgSE6H/AJjzCezbBZaWcOEiDB4GYWF6iC/AnQMHniuOL1iZrn358nPMnHmUwYOV+nJo6Hjd+Hqs5eBB/Xdom1K5DpW3SQF8fZ347DN/TX6Yzpw5YQQHG+ae9BWVFTY2ZvTp48KUKXU1/T3ZbNgQz6efRhkkluJ4TKtNWhFDHuv3+zv1H1haqujWzZkpU+rh4mJJXFwuhw7do3PnU8THG25mpD597DT9B6UHKPn6WvLZZ7WoWdOcGzfymDMnieDgZIPFUreuFWvX+lKrloXm2EolMDCMhATljMJTT11k3rwGbNnSjBo1zLl6NZuxY6+wfbv+T+IDvPqqHwAHDw7RWT5u3D5WrLhEdnYB3bp5MGVKK1xcrImLy+LQoTt07vwb8fH6nam3Kv0ZHh6WfPllXdzcLIiJyWPlyiRmzzZev/hbb4Vp+hACNX0Icbz66lmDfJep5YPGrsOXjqfiNjLAiy96cft2Jrt2VU+acXJS8dlnNtStqyIpSc2GDfl88EG2dha6TZvymTQpm/fes2LRIhsuXSrkmWeyOHpU/5d1S1lRsYAAVw4cGKZ9HRzcDYDly8MZP34PHh52fPllV9zc7IiJyWDlyghmzz5Z3sc9ksrOKwEsXHgBGxtzgoMDqVnTmtDQJPr23a73W9absmbNmvGf//yHuXPnMnv2bJ555hmmTp3Kt99+q93mpZdews7OjgULFvDOO+9gb29Py5YtmTJlivECF8WqOtPF33jkgkp9/01w/gfFxMTw7bff8vLLL+Ppadz7pavVxRm5SrXaiJEo1OriaXZUqi1GjEShVg/UPld5GjEQDXWJmepUqu+NF4hGWFhHNm7cyLBhw2jVyrAdmlWhVhffG0ulWm68QDTU6nHa56YXj3HvqRAWll0i7VT/ffDup1b30T5XqQxz9caDUKuLB9OpVEeNGIlCrS5uMKtUZ4wYiSIszLI4/YxtaexwUJf4SVQqPVyG+YjU6uKOctPLe/R/+6oHERZ2tUTeo4ezN49It95javWwMu4TUM3U6lHa5yrVDeMFoqFWN9Q+N4V4wsLSSqRn/V9h/KB0y4oDxgtEQ63uoX2uUm00XiDc1+aqXcGG1SRs37nitNPPBMpRnTaO8aejVavrap+bXj3MxOoZlkYMRCPsTIn03MoUfp93tc+NXbbrluvLjReIhm6d8IDR4igSFlbLhNukppCWS7YpjHxPRkCtLr6IQKXS/2yfDyoszK1E+rGp/A0Gpvv7mFrZtdSIkYBaHaR9bgr9GWp1O+1zY9dRAcLCGptwXmj830f33ImptZGN3wYMC4sy4bzQuGWFblpebMRIFGp18Wh+UzivdOfO09pzpB4eHsYOR/zDpKam4uTkRMoscKxC1pWaDU4fQ0pKis5MJn8Hf+PxIkIIIYQQQgghhBBCCCGEEEIIIYQwWf+AmS7+xqELIYQQQgghhBBCCCGEEEIIIYQQwmTJoAshhBBCCCGEEEIIIYQQQgghhBBCiIdgBphXcbu/KRl0IYQQQgghhBBCCCGEEEIIIYQQQgj9k5kuhBBCCCGEEEIIIYQQQgghhBBCCCEeggy6EEIIIYQQ/8/efYdHUe2PH39veiGFlkYPgdBbAoSa0ASVDsIVvRLEQkS9oFxBAQWRJr+vochF8IqAChcURBASQm+BSJEESEILhJBGQnpv8/tjNrvZdMhudr33vJ5nHnZnJrsfZmdOmzPnCIIgCIIgCIIgCIIgCIIgCILwDIyp3fQitdnHQIlOF4IgCIIgCIIgCIIgCIIgCIIgCIIgCIIgaJ8Y6UIQBEEQBEEQBEEQBEEQBEEQBEEQBEEQBOEZGFO7XglipAtBEARBEARBEARBEARBEARBEARBEARBEIQyxEgXgiAIgiAIgiAIgiAIgiAIgiAIgiAIgiAIz8CY2o1iIUa6EARBEARBEARBEARBEARBEARBEARBEARBKEOMdPHfR5Im6jsEFUl6Rd8haJCkMfoOQYMUp+8INEnSG/oOgevXr6teS1JfPUZSkST56jsEDYYXTzu9fr/muTNcj5FUJEkd9R2CBkkaoO8QNEhSL32HoHn+XNVjIJWQpOf1HYIGw0t7LPX6/WVOHQMs9xhaPFP1HYIGSWqt7xA0GEI8mnmpoeUVPvoOQYNB1bmS9B1BubTQ4Oo4zfUdggbDu7YMo5wRExNDWloaYQZQDnv48KHqtSR9pMdIKjKkvN3wyoQ++g7BwOukhnGtl9J3+0F5hvB7aZ4/hnZ8DC3v8tN3CCqG0J5RliGUUQ07LdT/8SnL8OrItvoOoVwbi6GlhYZzPkvSe/oOQYMh3FeKj4/XdwiCIDpdCIIgCIIgCIIgCIIgCPoRExPD1q1b9R1GBfb29voOQRAEQRAEQRAEQfirMKJ2U4cY6ToQ3RGdLgRBEARBEARBEARBEAxQWloaAJ6enrRs2VK/wSjZ29vTokULfYchCIIgCIIgCIIg/FWIkS7++ygUGXr9/rLDUCkUhXqMRCZJpqrXCsVyPUYik6SFqtcKxTE9RiIrOyyWQrFPj5HIwsLUw4YpFOf1GIms7BCKCsVuPUYiKzvsnEJxUI+RyMpO2aNQbNNfIEBYmIfqtb5jAc3hdhVW+oujlJSjfm1wx0dxSm9xlAoLa6x6reimx0CUpDD1a4Xikf4CUSo7NLtipx4DUZKmqV/rOy0MC2uteq1QhOgvEKWyU3MZXjlsm/4CUdJMe37SXyBKZYeJN4Tjo5mX/luPkcjKDlFqeOVC/aY9hlQGg/Lnzld6jEQmSR+oXuu7fgzl6sir9RiIkjRf/doQ0sKwMLnw1bJlS7p1s9BzNJpDWSsUm/QYiazsMPoKhR4DASRJ/drw8olT+gtESaNOYQDxlJ1yRaHQ/9w9ZadhMLzjo/9yfFiYuuHAENrnyk7DoO+0B8qlP//SXxwA0jvq14aQj2rWKfR/7mi27RpY26UBzFYh3VG/Nrxys6GdP9v0F4iSZhvCA73FAZpTkhresdF/WhgXN1TfIQiC6HQhCIIgCIIgCIIgCIIgCIIgCIIgCIIgCILwTIyp3fQitdnHQBlMp4vMzEwyMzMBsLa2xsbGBiOjv/DELYIgCIIgCIIgCIIgCIIgCIIgCIIgCILwv0yMdFF7xcXFPHjwgNTUVPLy8rCysqJZs2Y4OjpW+Tf5+fmcP3+e0NBQVYeLUqampri6utKrVy/atTOAsa0EQRAEQRAEQRAEQRAEQRAEQRAEQRAEQag9c6A2M2YW6ToQ3alzpwtJkjh37hzBwcHk5+dX2N6sWTNefPFFnJycNNbHx8eza9cusrKykMpOPKdUUFDArVu3uHXrFm5ubkyaNAlzc/O6hisIgiAIgiAIgiAIgiAIgiAIgiAIgiAIQn34H5hepE7zd5SUlLBr1y5OnjxJXl4ekiRVWB49esTWrVuJiopS/V1KSgrbt28nMzMTSZJQKBSVLqWfcffuXX744QcKCgrq/B8WBEEQBEEQBEEQBEEQBEEQBEEQBEEQBKEemDzF8hdVp04Xx44d486dO9V2nFAoFBQWFvLLL7+QnZ0NwP79+8nPz1dtByp01gA0Ol/ExcVx7NixOv53BUEQBEEQBEEQBEEQBEEQBEEQBEEQBEGoF8bUrsPF/+JIFykpKfzxxx/VdpwoO21IXl4ep0+f5t69e8TExFT4m/LKd76QJIkrV66QlJT0rCELgiAIgiAIgiAIgiAIgiAIgiAIgiAIglBfjJ9i+Yt65k4Xly9fpri4GKjYcaJsR4zS95IkERYWxqVLl1Traxoho3Sfsvtfu3btWUMWBEEQBEEQBEEQBEEQBEEQBEEQBEEQBKG+iOlFqhYREaHRsQIq72wB6s4V+fn53L59W9UJo6YRMirruHHz5s1nDVkQBEEQBEEQBEEQBEEQBEEQBEEQBEEQhPryP9Dp4plCz8rKIi0tTdURAjQ7WBgZGWFubk5ubq5qW2kni7KjW0iShKWlJV5eXri6umJlZUVeXh4PHz7k4sWLpKenV+igkZGRQVZWFg0aNNDG/18QBEEQBEEQBEEQBEEQBEEQBEEQBEH4L3fq1CmGDBlCamoq9vb2+g7nf0dtO1T8hTtdPNNIF48fP1a9LtuBwtzcnEmTJvHJJ5/w0UcfMWfOHNzd3TU6TZTtnNGgQQPefPNNBg8eTPPmzWnUqBEuLi54eXkxa9YsHBwcNP62VGJi4rP+f2vUoAH4+5vz4EEDcnJsOH/eCk9PzcPUoYMRv/1mSVqaDVlZNvzxhzUtWiiq+MSnM2iQggMHjImNNUGSTBk3ruLnLl1qRFycCTk5Jhw9aoybW8XPeeEFBRcvGpOTY0JKigm//qq7SXBcXGz44YexJCfPJSfnI8LC3sTDw1ln31fqs89ckaThGktERD8AGjY0Yf16dyIj+5GTM4To6IGsW9ceW1vdHYdZs9oQGjqM9PQxpKePITjYm1GjHFXbXV2t2bfPi8ePXyQ9fQy7d/fBwcFcZ/EAuLiY8cMP7UhO7kNOjhdhYT3w8NDssLR0aUvi4nqTk+PF0aOdcXOz0Ekss2a1JTR0JOnpE0lPn0hw8DBGjXJSbXd0tGDHjr7Ex48lK2sSV648x8SJzXUSS2Xmz3dDksbg799Zte7kyX5I0hiNZdOmrjr5/gULuvLHH6PJyHiFxMSp/PrrUNq3t9XYx9HRkh07BhEfP5WsrFe4cmUMEye20kk8s2a5Exo6lvT0aaSnTyM4+AVGjWqm2m5ubszXX/clOflvZGa+wi+/+ODgoL1zZ9AAOPALxN4DKQfGjdHc/tlCiPgTspIgJRaO/g59emvu89vPEH0LclMgLgp2/BuctZA06fvYlPfZZ62RJB+NJSKij8Y+Xl62HD/enaysQaSnD+T06R5YWDzzYFcaBnnAgQ0QewykMBg3pOI+HdrAb+sh7TxkhcAfO6GFU8X9AA7/q+rPeRZGRvD557ZERTmRk9OMu3edWLTIRmMfa2sFGzbYExMj73PzpiNvv21d5+9e0An+GAkZL0HiRPh1ELTX/GocLWBHP4ifAFlT4MoomNhCc59POsP5EZA9BVIn1zmsKuk7HSzl4mLKDz+0JTm5Fzk5vQkL64qHh/r3+OyzZkREdCMry5OUFA+OHu1Anz51/71AO+Ww+/flvy27zJ9f9+vN8PKJdoSGvkB6+hTS06cQHPwco0a5ANCwoRnr13sSGTmGnJypREePZ906D2xtTXUSixxP9Wnzm2+25+TJUaSnT0OSfLGzM9NZLAALFnTnjz/GkZHxGomJr/Drr8Np395Otb1VqwZI0huVLpMnt9F6PJ991gJJGqCxRET0VG13dbVg374OPH7ch/T0vuze7Y6Dg+5+r7IqS3vKOny4L5I0hnHjqsg4tMDQzp9Bg5px4MA4YmPfQpI+YNy4thX26dChEb/9No60tNlkZb3HH39Mo0ULm0o+re5qqiNbW8OGDRbExMjbb9605u23tXP+LPCCP16DjDmQ+C78OgHaN9Lc5+TLIM3XXDY9p97eyAICXoLYdyDvQ3joBxuGg40Wfsbq0kKAb77pw927Y8nJmcrjx5PYv38w7u621Xxi3dy/3xpJaldh+frrpgC4upqyb58zjx+3IT3dld27nXBw0F0decGCnvzxxyQyMmaSmOjLr7+Oon17e419vvlmMHfvTiMn500eP/Zl//5RuLvbV/p5T2vQIDhwAGJjQZJg3DjN7RMmwJEjkJwsb+/eveJnvPkmnDwJ6enyPnZ2Ffd5VjXlFQAnT75YIZ/YtGmA9oIoQ9/1iqeN5+TJHhW2b9rUXiexQGkZtTXJyd3IyelBWFhHPDysVNsdHEz4/vtWxMZ2ITu7BwEBbXFz002bT3XHplUriwrbSpfJk5vqJB7Qbxm+JvPnt0eSJuLv3021ztzciK+/7k5y8otkZo7ll1/6aq2NThtpj7k5fP21vE9mJvzyCzg4PH0sC3rBH5Mh4w1I9IVfR0G5ZBgAL0c4Phay3oT0N+D0eLAokz389jxE/x1y34K46bBjGDhbVfycZ1FTXnry5HAk6RWNZdOmPtV8ovbU97lTczz1W2cf1BsObIbYcyDdgXHDNbd/v1peX3YJ+E5zn3atYf8mSAqB9D/h7C7w6auV8OQYayg3f//9SCTpA40lIGCi9gKoRmXnz5tvtubkyUGkp49BkiZiZ6e7Oldt2hBcXW3Yt28Ijx//jfT0aeze7a2zNky5fc6eqKhm5OS05O7dZixapFnumTDBiiNHHElOboEktaZ7d93VuwytfdfQ6hX68s0332BjY0NRUZFqXVZWFqampvj4+Gjse+rUKRQKBffu3avnKIVnJRmBZFyLRTfVi3rxTKGnp6drvC/tGDFixAi6dOmCsbFcKrOzs+Oll16iYcOGle7v7e1dYVspCwsLRo4cWem2jIyMZwm7Vv79b0tGjDDh73/PpWvXLIKCijl2zBoXF7nR3dVVwblzVkRGluDjk023blksW5ZPXp52vt/aGkJDJWbPLq50+0cfGfH++0bMmlVM375FZGfDkSMmmJcp202cqOCHH4z5/nuJ7t2LGDCgiJ07S7QTYDn29hacP/8ahYUlPP/8bjp12syHHx4jNTVXJ99X3o0bWTg5nVEtAwdeBsDFxRwXF3PmzbtDly4X8fW9yahRjfnuu046i+XRo1wWLLiBh8cJPD1PcuJEEr/91o9OnWywsjImKGgAkiQxdOhZBgw4jZmZEQcP9kOhnf46FdjbG3P+fFcKCyWefz6cTp3+5MMPH5Caqs6wPvqoGe+/78ysWffo2zeM7OxijhzpjLm59oOSj08YHh5BeHoGceLEY377bSCdOsmFgx07+uLubsPYsefo2jWQffsesWdPP3r0sNd6LOV5etrx9tutCA1Nr7Bty5ZonJyCVMtHH0XoJAZvbyc2bozEy+sQI0YEYWqqICjoOays1N36duwYiLu7LWPHHqdr19/Yty+aPXu86dGjUTWf/GwePcpmwYIreHgcxNPzd06ciOe334bSqZM9AP7+vRkzpgUvvXQKb+9AXFys2LdPS3fJUaaF12H23Mq3374D734AXXvDwOHw4CEEHYAmTdT7nDwNU14F9+4w6WVo6wq//FT32PR9bCpz40Y2Tk7BqmXgwD9V27y8bAkM7EZQUCp9+lyhd+8rfP11LCUlkla+29oSQm/B7BWVb3dtDue2Q+R98JkJ3SbBsi2QV1Bx3zmvyo1O2jR/vg1+fta8+24aHTsmMH9+Oh99ZMN776k7oH31lR2jRlnw6qupdOyYwNq1WXz9tT1jxtStMuXtABtvg1cQjDgBpkYQNBSsyjRe7egH7rYw9gx0PQT7YmDPAOhRpnhkZgQ/P4RNd+oUTrUMIR2E0ryrszLvukWnTmF8+OFDjbzr9u083n33AV27XmfgwHAePMgnKKgDTZrUvRu0NsphAIsXF+PkVKhaNmyoeznM8PKJHBYsuIaHRwCengGcOJHIb78NplMnO1xcLHFxsWTevKt06XIIX98LjBrlwnffeWk9DnU81afNVlYmBAbGsmLFdZ3FUJb8e4Xj5XWAESMCMDU1IiholOr3ionJxsnpJ43l00+vkJlZQEBAjE5ikvOKP1TLwIHysbCyMiIoqBOSBEOH3mDAgOuYmSk4eLCjzsqppapLewDmzHFVjayoS4Z2/lhbmxIamsTs2Scq3e7qase5c1OJjEzBx2cP3brtYNmyi+TlFVW6f13VVEf+6isLRo0y4dVXc+nYMYu1awv4+msLxoype7rs3QI2XgWvH2HEbjA1hqApYFWufXrLNXD6Wr18dEq9rUSC3+7A2H3Q/lvwPQzDW8M3lTc3PJXq0kKAK1dSmDHjIh07/s7IkSdQKBQEBQ3FyEg3F1fv3jE4OUWpluHDHwHw889ZWFkpCApyUV7rsQwY8Eh5rbvo7Fr39nZh48YbeHntY8SIg8q0cLRG3nXlShIzZpykY8f/MHLk78pjNForx0jO12H27Kq3nzsH8+dX/RlWVhAYCCuqKOvWRU15RaktWyI18ouPPvpD+8Eo6bNe8bTxAGzZEqex/aOPdNPoLpdR2yvLqHfp1CmcDz98pFFG3b/fFVdXM8aNi6Jnzwiiows4dswNKyvdtBpXdWxiYvI01js5BfPpp/fJzCwiICBFJ7HouwxfHU/Phrz9dhtCQ9M01vv7d2PMGGdeeukPvL3P4OJiwb592imraiPt8feHMWPgpZfA2xtcXGDfvqePxdsFNl4Hr70w4qAyHx0DZZMZL0cIHA1BMdDnF+j9C3x9Xc4/S52MhSlB4L4TJh2Btnbwy6inj6cyNeWlAFu23MHJaa9q+eijq9r58mro49ypPp76r7NbW0JoJMxeWvU+AafBqZ96eblcO97vW8DEBIa+Bh7j5c/7fQs4Nqn0454+xhrKzQABAfdxcvpGtbz88iHtfHk1qjp/rKyMCQxMZMWKWzqPoaY2BCsrE4KCRijLhoEMGHAYMzNjDh4cppOy4fz5dvj52fDuuyl07BjH/PmpfPSRHe+9p+44bm2t4Ny5PObPT9V+AOUYWvuuodUr9GXIkCFkZWVx+fJl1bqzZ8/i5ORESEgIeWVuxJ48eZKWLVvStm3FhxQEw1RsUvvlr+qZQs/Pz690ffdKuuYaGxvTpUsXzp49W2HEivbtq++B3qZNG0xNTTV6NQEUFFRyp0YLLCxg0iQTxo3L5exZubF96dJ8xowxwc/PjMWL81m+3ILDh4uYP199DKKitNe4FRgoERhYdYV1zhwjvviihAMH5H1ee62YxEQTxo9XsHu3hLExrFtnzD//WczWrerPiYjQTSV4/vx+xMRk8Prrv6vWPXhQeaOpLhQVSSQmVjwfbt7MZvLkMNX7qKhcFi68x48/dsHYWEFxsfaPx++/J2i8X7QoHD8/V7y8GtGsmSWtW1vTs+cJMjPl82X69Mukpo5h6NCmHD+epPV45s9vTkxMPq+/fle17sEDzWt3zhwXvvgihgMH5Ir3a6/dITGxD+PHN2b37mStxvP773Ea7xctuo6fX1u8vBoTHp5B//6N8fO7wqVLcizLl4czd257PDwace1amlZjKcva2piffurFm2+GsmhRuwrbc3KKSUysPM3TpuefP6rx3tf3HElJL+Ph0ZizZ+XRffr3d8DP7wKXLsm/zfLlYcyd2wkPj8Zcu6bdxpPff3+k8X7Roj/x8+uAl1dTHj3KZubMdkybdoaTJ+XzfsaM80RGTqBv36aEhNT9fA4Mkpeq7Nqj+f6D+fCGL3TrAidOyevWfq3e/jAGVv0f7N8tV/aK6pBs6/vYVKaqtBDA39+N9esfsXr1Q9W627e11zEu8Jy8VGX5e3D4LMz3V6+LelRxv+7u8OF08PwbJJzUWnj072/Gb7/lcfiwXCiPjs7l5Zct6dPHtMw+5mzfns3p0/K1/u232bz9tjV9+phx8OCz96p8/pTme9+LkDQJPBrBWeWp0L8J+F2CS0/k98tvwtwO8j7XlHXMJcp7fNO1//A7YDjpIMD8+S7KvCtKta583rVr1xON9x988JA33nCgWzcrTpyoW8fcupbDSmVmgrYHZjO8fCJW4/2iRaH4+bXDy6sJW7feY/Lks6ptUVFZLFwYyo8/9tdhOazqtDk8PI1168IBueGpPjz//BGN976+Z0hKehUPjyacPZtASYlEYqJmWjxhQiv27LlPdrZubpzLeUVhhfUDBtjSurUFPXuGkpkp14GmT79Dampfhg614/hx3ZTta0p7une35cMPXfH0PEtCwnOVfIL2GNr5Exj4gMDAB1VuX758AIcP32f+/LLXmW5+p9rUkfv3N2b79gJOn5a3f/ttIW+/bUafPsYcPFi38/n5nzXf+x6CpPfBwxHOlvnZcoogMbvyz0jLh2+uqd8/zIB//Qn/1MJDstWlheHh6Xz7rbouFh2dzaJFoYSFvUjr1tZERWXVPYBykpM1Ow0uWGDN3bsFnD6dy4gRVrRubUrPnjFkZsqdAadPTyQ11ZWhQy05flz7D048/7zmTQ1f3xMkJc3Aw6MpZ8/GA/Dtt+obQ9HRmSxaFEJY2FRat7YhKqqu+bq8VOXHH+V/W1UzKNS6dfK/3t51CqVSNeUVpXJyiirkGbqiz3rF08YDkJNTUu12bZk/35GYmEJefz1ate7BA/X3tmtnTr9+DejcOZzwcLn+4OcXQ0JCV15+uSHfffekwmfWVVXHpqSECusnTGjCnj1JZGdX3rG4rvRdhq+KXNbw5M03r7JoUQfVeltbE2bObM20aX9w8qRcMZsx4wqRkc/Rt29DQkLqdrOvrmmPrS3MnAnTpskj7cjxQWQk9O0LISG1j+X53zXf+x6HpNfBoykok2H8B8D667C6TJ+m22maf7dW3cTKwyxYdRX2Pw8mRlBUx/7lNeWlUFon1dITj7Wgr3On+njqv84eeEZeqpNfAIlVNCE3bgjt28DMT+C6so/Bgv8Hs1+FLu2r/runirGGcjNAfn4xiYk5df+yWqrq/AFYt07uHOjtraVeJ9WoqQ1hwAAHWrduQM+eB8nMlOuJ06efJTV1GkOHOnP8eLxW4+nf35zffsvh8GG57BAdXcTLL+fSp485kAnAjz/KBfpWrXR/x9XQ2ncNrV6hL+7u7jg7O3Pq1Cm8vOQObadOnWLcuHGcOHGCixcvqka8KJ0ipKSkhNWrV7NlyxYSEhJo3749ixcvZvJk9XDBhw8fZs6cOcTExODl5cX06dP18d/7n1fbDhV/5U4Xz9TdurCwYmNdgwYNVCNclFfVnDgNGjSodH0phUKBtXXFoeZ01enCxARMTBTk5Wk2BOfmSgwcaIxCAS++aMLt2yUEBlqRmNiAixetGTeufs6ANm3A2VnBsWPq0mxGBoSESPTrJ3do6dVLQfPmCkpK4OpVE+LiTDh82JjOlY/WW2djx7bj8uV49uyZSGLiHK5enckbb/TQzZdVol07K2JjB3HvXn9+/LEzLVpUPZybnZ0JGRlFOmnoL8/ICKZObY61tTEXLqRgbm6EJEnk56t/u7y8EkpKJAYO1E0ha+zYRly+nM2ePe4kJvbm6tXuvPGGerqTNm3McXY249gxdQNtRkYxISGZ9Ounm6GJSxkZKZg6tQXW1iZcuCBXvIODnzB1aksaNjRDoYCpU1tgYWHMqVOPa/i0utm4sSuHDj3m+PHKS/qvvNKMpKSRXL/uzYoVHbC01N3wu2WVDludkqKuNAUHP2bq1DZljlEb5TFKqOpjtEL+vdoof6/HeHg0xszMmGPH1IXvW7fSiY7Ool8/3Q1XWhVTU3jrdUhLk0fHqEzDhvDKVAi+WLcOF+UZyrFp186S2Nh+3LvXlx9/7KhKC5s2NcXLy5bHjws5f74nCQn9OXWqBwMGaHFc5GooFPDiYLgdDYGbIPEUXPyp4tQhlhawcxXMXg6JWm6PDA4uYNgwc9q1k/Pqbt1MGTjQnICAvDL75DN2rCUuLnKxyMfHnPbtTQgK0m6jTumokSllijHByTC1FTQ0AwXyawtjOKW7mdQqMKR0cOzYhsq8y43ExF5cvdqFN96o+toxNVXw1ltNSUsrIjRUt40otSmHlVqwwIjkZBOuXjVh3jwjqigi14nh5ROtlGlh5Y0PdnamZGQU1lM5TDNtNgSV/V5l9erVmJ49m/Ddd7p74knOK3pz754HP/7YnhYt5JjMzRVIEpWUU2HgQN0NV1pd2mNpaczOnb2YPft6vXX6KmWI509Zcp3Uldu3UwkMnEhi4iwuXny50ilItKGmOjJAcHAxY8eaqka+8PExpn17I4KCtN+ByE5Z3Uspl0W/0gmS3oPrr8OKwWBZTRXduQFMbA+ntTyoTE1poZWVMTNmuBIVlUlMjO4b/k1N4dVXbdm6Vb6Zqb7W1b9lXp6kvNYtdR4P1JwWWlmZMGNGB6KiMoiJ+e9pPK6tqo7PK6+0JSnpVa5fn8iKFZ46LYsZWr2iqnhKvfKKA0lJA7h+vTcrVrTB0lI3o0qMHWunLKO2ITGxK1evduCNNxqrtpeOFpqXp85LS6+3gQOrb/t8VjUdm1K9ejWgZ08bvvtOuzfPyjLUMvzGjT04dCihwoNOHh4NMTMz4tgx9fpbt7KIjs6hX7/G5T+m3nl4gJkZHDumXnfrFkRHQ79+dfvs0hnSSpOZppbg5QSPc+H8REjwhVPjYEA1/UwbmsMr7SE4oe4dLsqrKi995ZXWJCVN4vr1F1mxoofO2+YM7dwxpDp7eT59IfEiRB6Bfy2FRvbqbU9SIfIevDYerCzB2Bje/pvc2eLKjXoLER+f5iQmziIy0pd//WsYjRrpbooIqPr80bfy5Qz5foXcKaVUXl6x8n6FY6WfURfBwfkMG2ZZrn3OgoCA+ulYWh1Dad/VjMdw6hX1bciQIZw8qX4i7+TJk/j4+ODt7a1an5ubS0hICEOGDGHlypXs2LGDb775hps3bzJ37lxeffVVTp8+DUBMTAwTJ05kzJgxXLt2jTfeeIMFCxbo5f/2v67IWEGRsVEtlr/uCC7P1Fugss4VVY1+AfIFUJmCggIsLKrP5CrrYFFV5466ysqC4OAiFi82JyIil8REiZdfNqVfP2Pu3i3BwUGBjY2CBQvMWbQon/nzixg1yoR9+ywZMiSHM2d002O8lJOTfKKVf3IyMVG9zdVVXrdkiTEffFDMgwcSH35ozKlTJrRvX0Sqljvcuro2xM/Pg6++CmHFivP07u3C+vXPUVBQzI4duh1+NyQkHV/fm9y6lYOzsxmffebK2bOedOlykawszd+icWNTFi9uw5YtsVV8mnZ06WLLhQs+WFgYkZVVxIQJF4mIyCQpKZ/s7GJWr+7CJ5/cRKGAVau6YGJihLOzbgp6rq4W+Pk58dVXsaxY8YjevRuwfn0bCgpK2LEjCScnuaBV/gmIxMRC1TZt69LFjgsXhmFhYaw8PueJiJAbAadMCWb37n6kpEygsLCEnJwiJkw4x717umtsmzrVhV697Ojd+2yl23fujCU6Ope4uDy6dbNl9eqOuLs3YNKky5Xury0KBaxd24dz5xK5eTNNtX7KlNPs3u1NSsq0MsfoJPfuZeokji5d7Llw4cUyv9cJIiLS6dGjEfn5xaSnlz93cnFyqp8GW4AXn4f/bJeH/I1PgBFj4Em5G/arlsG7s+ThOy+EwOhJ2vluQzo2ISEZ+PpGlkkLW3P2bE+6dLmEq6v8nUuWtGbevHtcu5bFa685cvx4d7p0ucTdu7qt2Dg0AhtrWDATFm2A+Wth1ADY5w9DZsKZK/J+/v+E4FA4cEr7MaxalYmtrYLISEeKi+VK/sKFGezcqf6/v/deGlu2NCQ21oXCQvnmw5tvpnL2rPY6eSqAtR5w7jHcLPMw8pRzsHsgpEyGwhL5Sd0JZ0CHSZ8GQ0sHXV3N8fNz5Kuv4lmxIo7eva1Zv741BQUSO3aoG5hefNGe//xHHq45Pr6QESMiefJEN6MDlKpNOQxg/foSrl6VSEmR6N/fiJUrjXB2hg8/1F6LpGHlE8+VSQvPqPL1sho3Nmfx4q5s2XK3kk/RdjwV02Z9k38vL86dS+DmzcoL4zNnuhMenqqzm/whIZn4+t7h1q1cZV7RgrNnu9KlyzUuXsxUllNb88kn0cpyaitMTBQ4O+umTFhT2uPv35ng4BQOHKi/HmiGev6U5+BghY2NGQsW9GHRovPMn3+WUaNas2/fWIYM+ZkzZyoZTqoOaqojA7z3Xh5btlgQG2tTJh/NU42MoS0KYO0wOPcIbpa557AzHKIzIC4TujnAah9wbwST9mv+/c4xMK6dPDXJgTvwRoB24qopLfTza8eXX/akQQNTIiPTGTHiBIWFupn+s6zx4xtgb2/Etm1yLBcv5pGdXcLq1Y355JMnymu9ifJa1/2DJHJaOIBz5+K5eVNz9CU/v858+WU/5TFKZcSIg/VyjAxJVXnFzp13iY7OIi4uh27dGrF6dR/c3e2ZNOlYNZ/2bAytXlFdPFlZxezcmUh0dB5xcQV062bN6tVtcXe3YtKkm1qPRS6jNuWrrx6zYkUCvXtbsX59C2UZNYXIyDyio/NZubIZb7/9kOzsEubOdaBFCzOcnU1r/oKnVNOxKWvmTGfCw7O5cEF3UzUbYhl+6tTm9OplT+/eFYdRdHIyV9bbNR8qTEzMw8mp6oe56ouTE+TnQ7nZvZX1jmf/XAWwdiCci4fSZNhV2b92SW+YFwzXkuE1dzg+Drr8B+6WiWGVF7zbFaxN4UICjNbiDA3V5aU7dz4gOjqbuLhcunWzZ/Xqnri72zBpUuXlyLoytHPH0OrsZQWegX1H4P4jaNsSVnwIAf+GflPkUXcAhvvC/n9B5jV53eMnMGompOkuSdKMMfAB+/bd4f79DNq2tWPFioEEBEykX79dOpkeq7rzR58qa0O4eDGJ7OwiVq/25JNPrqBQKFi1ykN5v0L7bZirVqVja2tEZGSzMu1zaezcWcVwdfXAkNp31fEYXr2ivg0ZMoQ5c+ZQVFREbm4uf/75J97e3hQWFvLNN98AcOHCBfLz8/Hx8aFTp04cO3aMfsqeia6urpw7d47Nmzfj7e3Npk2baNu2Lf/3f/8HyKNpXL9+ndWrV+vt//i/qtjEhGKTmjtUFJtIQMXBH/4KnqlmbWZWsfGtsLCQpKQkmjat2NMrLi6uwjqA2NjYaufbSU1NJScnp8K0JOblJ87Wor//PZetWy2Ji7OhqEji6tUSdu0qxMPDGCNlh/nffiti7Vo5wQ0NLaB/f2NmzTLjzBlD6JUn/7t8eTH79skFhxkzinn0yISXXjJiyxbtJsJGRgouX45n4cJTAFy7lkiXLk2ZNauXzjtdBAaq765evy5XOqOjBzJliiNbt6rPORsbYw4d6kF4eDZLlkRV9lFac+tWJj16HMfOzpTJk5uxfbsn3t5niIjI5KWXQti0qQfvv9+WkhKJXbseceVKqs7mPzUygsuXs1i4UB7689q1bLp0sWLWLCd27NBPT1v5+AQpj09ztm/vg7f3SSIiMli2rCv29mYMG3aS5OQCxo9vxp49/Rk06AQ3bmi/wbt5cwvWrevCiBEXNJ7sLOvbb9XDpt64kUl8fB4nTvTH1dWKqChdPo3hRZcuDRk48LDG+mXLeiqP0RGSk/MYP74le/b4MGjQYW7cSNN6HLduZdCjxwHs7MyYPLkV27cPwttbS63TWnDyNPTwgiaN4c3XYc8P0Ncbksqc3mvWwnfboVVL+OwT2PFvGD2x7t9tSMcmMFDdaH39ejYhIZlER3sxZUpTIiLk83Tz5ji2bZOfdL92LYthwxry+utOfPLJfZ3Gpso3T8Ja5RCqobegfw+YNUXudDHGB4b2gZ5TdBPDlCmWvPKKFdOmpXDzZiE9epixdq0dcXHF7NghH5/33muAl5cZY8YkEx1dzODBZmzcaE9cXDHHj2vnCeuNvaGLHQzUHN2RZd3A3hSGHYfkfBjfHPYMhEFHQQdJnwZDTAflvCubhQvlm4bXruUo8y4HjQbbkycz6NHjOk2amPLmm03Zs8eNvn1vkpSk244XteHvrz6W16+XUFAgsXmzMR9/XIK2BmszrHzisDItbMn27f3w9j6q0ShgY2PCoUM+hIens2RJWDWfpq14KqbN+r5xvnHjAOXvdbDS7RYWxkyb1pZly67pLIbAwDTV6+vXc5R5hSdTpjRm69bHvPTSLTZtcuX9950pKYFdu5K4ciVLJ+XUmtKeMWMcGTq0MT171jCWsZYZ6vlTXumcvb/9do+1a+X5zENDk+jf34VZs7ppvdMFVF9HBnjvPTO8vIwZMyaH6OgSBg82ZuNGC+LiSjh+XHsdLzY+B12awsCfNNd/G6p+fSMZ4rPgxMvgag9Raeptc0/A0vPQvhGs9IavhsLscvnys6gpLfzppwccPZqAs7Ml8+Z1ZM+egQwYEFRl3qstM2faEhCQTXy8/BskJxfz0ksJbNrUlPfft1de65lcuZKnszppWRs3DqZLl0YMHLi/wraffrrD0aOPcHa2Yt68HuzZ8xwDBvyq8eTlf7uq8opvv1WPgHTjRirx8TmcOPEirq42REVpt1OlodUrqotn69YEvv1W/fTpjRvZxMcXcOJED1xdLYiK0u6IdXIZNYeFC+W2pmvXcunSxZJZs5qwY0cKRUUwcWIU333XitTU7hQVSRw7lsHhw+koam5Xfmo1HZtSFhZGTJvmyLJlD7QfRBmGVoZv3tySdeu6MWLEOZ2ntX8lGwdDl0Yw8Ff1OmWxgs03YVuk/PpaMgxrDq93hE8uqvddcw2+i4BWNvBZb9gxXHsdL6rLS8sOqX/jRhrx8bmcODEcV9cGWh9S39DOHUOss5e1u8zvf+M2hN2CqBPy6BcnLsjrN34md7QY9DLk5sEbU+DgZug9ERLqoXl69+6y+WgyYWHJREXNxMenOSdOaHfYM0M7f8qqrA0hOTmfl146xaZNXrz/fkfl/Yr7XLmSrJOy4ZQp1rzyijXTpiVz82aBsn2uEXFxRezYoZ+OF4bUvquOx/DqFfXNx8eH7OxsLl26RGpqKu3bt6dp06Z4e3szY8YM8vLyOHXqFK6urmRlZZGTk8OIESM0PqOgoICePXsCEBERQd++fTW296vr0FHCMyk2Nqa4FqNYFBv/j3W6sLSsvDfX0aNHefnllzU6STx69IiIiIgKHScAzp07h6ura6XbAM6erbwHZ1Xfrw1RURI+PjlYWYGtrYKEBIn//MeSqKgSkpMlCgslwsM1K/4RESWqoVV1KSFBzuwcHSGhzCjRjo5w7Zq8LV5Z5wwPV28vKJD/Xy1baj+m+PgswsM1hzaLiEhm0qQOVfyF7qSnF3H7djZuburzo0EDYwIDe5KZWcSECWEUFem2MamwUOLePbmQcPVqGr17N+Qf/3Bj1qw/OXr0MW5uQTRubEZRkUR6eiHx8S8QFaX9hlGA+PgCwsM1OwJFROQyaZI83F1Cgnznx9HRjIQEdQLm6GjKtWu6KegUFpaoRq64ejWV3r0b8Y9/tOfLLyN47712dO4cQHi4XIgIC0tj0KAmzJ7thp/fFa3H4uFhj6OjOVevDlatMzExYvDgxrz7bmvMzQ+pemWXCglJA8DNzVpnFZcNG/oyenQLBg8OIDZW/R2urja8915HOnfeT3i4HEdYWCqDBjkye3ZH/PwuaD0W+feSG/KuXn1C795N+Mc/OrF7933MzY2xszPT6PHr6GhJQkL9dT7LyYF7UfIScgluh8HM6bDq/6n3efJEXu7chYhb8OgOePWBi3/U7bsN+djIaWEObm6WnDiRBkB4uOb5GhGRQ8uWuh1OESA5FQoLIfye5vqIKBgol3sZ2gfatoC085r77P0Kzl6VR8SoizVr7Fi1KpPdu+Xjf+NGEa1aGfPxxzbs2JGDhQWsWGHHhAlPOHxYbpy9fl3unDFvno1WOl1s8ITRLjD4GMSWOQ1cG8B77tD5ECinqiUsDQY5wOz24Hepzl9dLUNMB+PjC6vIuxpprMvJKeHevXzu3csnJCSL27e7M3OmA6tWVd7RVxtqUw6rTEiIhKmpgtat4fbtusdhePlEab6eoszXOzBrlpzINmhgQmDgUDIzC5kw4XQ9lMMqT5tnzdL+/722Nmzop/y9ftf4vcqaPLkNVlYm7Nhxp97iSk8v5vbtXFW5+ejRNNzcrtK4sYmynFpMfHxvoqK0P7VHTWnPpk3RtG1rTVraKI2/27vXk7NnnzBkiG5+T0M8fyqTnJxLYWEx4eGaw3tFRKQwcKCLTr6zujqynI+aM2FCLocPyzfNrl8voUcPY+bNM+f4ce3kFRuGw+i2MHgnxNZwnzlEWSd2a6jZ6SIxW15upUBKLpx7FZYFQ0Idqz41pYUZGYVkZBRy924mFy8mk5r6EhMmtOA//4mu2xdXo2VLE4YPt2LiRM3pBI4ezcHNLZrGjY0oKoL09BLi49sQFaXbBq0NGwYyenQrBg/eT2xsxQOekVFARkYBd++mc/FiIqmprzNhQhv+8x/djpBkKGqTV5QqnUPczc1W650uyjOkekX5eCoTEiK3Jbi5WWq904VcRtX8zIiIPCZNsle9v3o1l549I7G1NcLMzIjk5CIuXnTn8mXdD/td1bGZPLkpVlZG7Nih25GjDK0ML5c1LLh6dahqnVzWaMK777oycuR5Zb3dVGPEAkdHCxIS6ndas8okJIC5OdjZaY52Ub4e8jQ2DILRrWHwr1A2GY5Xvg4vNxhbRCq0LDczzpM8ebmTLm9/NB28HOGiFk6vmvLSskJC5HZoNzcbrXe6MLRzxxDr7NW5HwNJKeDWSu50MbQfjB4CDT0hU/lTzV4CIwbA9Amweku9hifHeD+dpKQc3Nzstd7poqbzx9x8f4Xfqz5U1YYAcPRoHG5u+2jc2FxZDywgPn4qUVHa70y5Zk1DVq1KZ/duOeG5caOQVq1M+Phje711ujC09l1DrFfog5ubG82bN+fkyZOkpqbi7e0NgIuLCy1atCA4OJiTJ08ydOhQsrLk43Xo0CGaNWum8Tm6fHhfeDYlGFNMzZ0uStD9QwG68kydLsqOZiFJEgqFAkmSuHv3Lv/+97/p3LkzFhYWJCQkcO3aNY19FAqF6nV0dDR79uxh1KhR2Nmp54HMzc3l5MmT/Pnnnxp/V8rBwaEO/+XaycmBnBwJe3sYOdKEjz7Ko7AQLl0qxt1dc47I9u2NiI7W/Ulw/z7Ex0sMG2ZEaKicQ9vYQN++CjZtkt9fuSKRlyfh7g7nlTewTEygdWsF0dHaz9XPn4/B3V2zEtW+fSOio+v/iTBra2PatrXihx/kGoiNjTFHjvQkP19i7NhQvfT4MzKS50cr68kTOaMeMqQpDg7mHDigm3k1z5/PxN1ds/GjfXtLoqPlSsD9+/nExxcwbJgdoaFywcbGxpi+fW3YtEm3c7+XMjJSYG5uhJWVnBSV70VbXCypnubTtuPHk+jS5ZTGuu+/70FkZBarV9+ttBDco4c87mJ8vHYbcEpt2NCXCRNa4uMTyIMHmhVHKyu5Y1flx0gn4VQg/17GXLnyhIKCYoYNc2bfPrlQ1769La1aNah0nrn6Il9v1WxXnkq6KG8Z0rGR00JLfvghkQcP8oiNzcfdXbPxrX17SwICUqr4BO0pLIJLN8G9teb69q0gWpn0rfoO/r1Pc/uNfTB3DRw8XfcYrKwUFa7n4mL1KBympgrMzCrbRzvX1gZPmNAcfI7Dg3J1SOVlTfkHCIol9fmqS4aYDlaed1mo8q6qyNe/bg9abcphlenRQ0FxscRjLcwa8dfIJ+Qvs7Ex4ciRoeTnlzB27Gk9lcPktFlfNmzox4QJrfHxOVTh9ypr5kx3Dhx4SHKybq6rylhbG9G2rQU//KCZN5UO8T1kiB0ODqYcOKD9vKKmtCc5uYDNmzUbjW7c8GHu3JscPFg/ZVTQ//lTlcLCEi5dSsTdvaHG+vbtGxIdrdsbsJXVkU1NqSIfRWtpz4bhMKE9+OyCB7WoZvZQNhfEV3MfRlUu1MFPXDYtLE+hkBddn1szZtjy+HExhw5V3oD95In8gw0ZYomDgzEHDuiuoXvDhoFMmNAGH58DPHhQ8zlaX8fIUNQ2ryjVo4f8EEV8vO47dBtSvaJ8PJXp0UO+Qxwfr70pAkudP59dSRnVnOjoit+VkVEClODmZo6npxWLF+uuU3Cpqo7NzJnOHDjwhORk3XasMrQyvFzW0JyC5/vvPYiMzGT16tvExORQUFDCsGFN2bcvThlvA1q1suLChSeVfWS9unJFfoBu2DDYp6wrt28PrVrBhWfoC7phEExoAz6/Qflk+EEmxGaBu73m+vZ2EPCQKukyH4Xq89IePeR2aF2kg4Z27hhinb06zZygsT3EK+u+Vsoso3ycJSXaKyc+rWbNGtC4sSXx8dov+9R0/uirw0VVbQhlPXkip9dDhjjh4GDBgQPa7ZACNbfPGQJDat9Vx6PfeoW+DBkyhFOnTpGamso///lP1frBgwcTEBDAH3/8gZ+fH506dcLc3JyHDx+qOmeU17FjRw4cOKCx7uLFi5XuK+hWEcYU1aLTRdH/WqeLxo0bY2JiQnFxsapTBMgdMOLi4oiPV99ELt/hovy6W7ducevWLRo3boyVlRX5+fkkJSVpfGbZDhcmJiY0btz4mf/DNXnuOWMUCrh1qwQ3NyPWrLEgMrKY77+XKyhr1hSwe7clZ84Uc/JkEaNGmTBmjAk+PtrpOWptDW5u6vdt2ijo3l0iJQViYmDt2hIWLTLizh2J+/clli0zJi4O9u+Xj1dmJnzzTQlLlxoTE1NMdLTEP/8pJ7w//6z9E9Xf/w+Cg6fz8cf92bMngj59XHjrrZ689dbhmv+4jtasacfBg0lER+fh4mLO0qWuFBdL7NqVgI2NMUFBvbCyMuLVV8OwtTXBVjlPYVJSgU4KOStWdCYgIIGHD3OxsTFh2rQW+Pg0ZeRIufeLr28rIiIySEoqoF+/Rqxb1w1//7vcvq3dXtml/P3jCA7uyscfN2fPnmT69GnAW2858tZb6kfO166NY9GiFty5k8f9+3ksW9aSuLgC9u/XfkVhxYquyuOTjY2NKdOmtcTHx4GRI08TGZnBnTuZbN7sybx5oTx5ks/48c0ZMcKJ0aN1M0djVlYxN29q1jazs4t48qSAmzczcXW1Ytq0Zhw+/JgnTwro1s0Wf//OnD79hOvXtd+gvXGjF9OmuTJu3HEyM4twdJRrJunpBeTlFRMZmc6dOxls3tyPefMuK49RS0aMcGH0aO3P57tiRS8CAmKVv5cJ06a54uPjxMiRQWRkFPLdd3f46qvepKTkk5FRyIYNfQkOfqx68qqurK3BrczsU21aQfdukJICT1Jg4Xw48DvEJ0CTJjD7bWjmAj8rGyT69IbeHnAuGFJToa0rLPsU7t6DCyF1i03fx6a8NWvacvBgMtHR+bi4mLF0aWtlWvhYuT2GpUtbExqazbVrWUyf7kiHDlZMnqyduY6tLcGtzEhKbZpBd3dISYeYBFizDXavgTNX4eQfMGoAjPEGH+UIFolP5KW8h/HwILbu8R08mMfChTY8fFjMzZuF9OxpygcfNGDrVjnfzsyUOHUqnzVr7MjNlYiOLsLb25zXXrPmgw/S6vTdGz1hWmsYdwYyC8FR2Q6ZXgh5xRCZAXcyYXMfmPcnPFFOLzLCCUaX6XDSwgoamUFLazBWQHd7ef3dLMiuw0i8hpYOAvj7JxAc3ImPP3Zhz54nyrzLgbfekp+ysLIyYuFCFw4cSCM+voAmTUyYPduRZs3M+Pnnujf417Uc5uWloG9fBSdPlpCZCf36KfD3N+bHHyXS0uoWm+HlEz0ICIgrk6+3xsfHkZEjT2BjY0JQ0DCsrIx59dUz2NqaYmsrz2eelJSvk6FKq0ubQX4ixcnJEjc3GwC6drUnM7OIhw+zSE3V/s2ZjRv7M21aW8aNO0pmZmGF36tU27a2DB7sxAsvHNF6DGWtWdOagwdTyuQVLSkulqcRAfD1dSAiIoekpCL69bNh3bo2+PvHcfu29huza0p7ABITK96kefgwlwcPdHOT0dDOH2trU9zc7FXv27Sxo3v3pqSk5BETk8maNZfZvftFzpyJ5eTJGEaNas2YMa74+OzReixQfR25qAhOnSpizRpzZT5agre3Ca+9ZsoHH9S9sX/jCJjWCcbtg8wCcLSW16fnQ16RPIXItE5w+B48yYVuDuA/FE4/hOvKotfzrvLfXYqHrALo3ATWDIFzjyC6jvOJV5cWtmnTgKlTWxEUFE9SUh7Nm1uxYEFncnOLOXxYC4WcKigUcqeL7dszKC43O4evry0REQUkJRXTr58F69Y1xd8/jdu3dXNDduPGQUyb1o5x4wLIzCyokBa2aWPD1KluBAXFKI+RNQsW9FIeo2ru9tVSxXwdundHla83bAgtW4KLcpAYd3f534QESFTeu3Z0BCcn9ed07Sq3uzx8KNcz6qKmvMLV1YZp09py+HAMT57k061bI/z9vTh9Op7r17Xf0UHf9YqnicfV1YJp0xw5fPgJT54U0a2bNf7+bpw+ncb169q/kebv/5jgYHc+/tiRPXvS6NPHirfeasJbb6nP08mT7UlKKuLhwwK6drVk3brm7N+fxtGj2i831/RbAbRta8ngwXa88IJup/4F/Zfhy8vKKuLmTc0EXl3WkNd/990DvvqqGykpBWRkFLFhQ3eCg58QElLHC5u6pz0ZGfDdd/DVV/LfZGTAhg0QHAwhT9mesXEwTGsH4wKU+ajyJnh6gVwnBXnakKW9ITRZnlpkegfo0BAmK4unfRygtwOci4fUfGhrB8v6wN10uKCF/rDV5aWurg2YNq01hw/HKdNBe/z9PTh9OpHr19Pq/uXl6PvcqRiPfuvs1lbyqBWl2jSH7h0hJU1u8/nsPdh7RJ4mpG1L+PIjuBsNR87J+1/4E1LTYfuX8PnX8vQib06VP+fQqTqHJ8dYTbk5JSWPzz7rx969d0hIyKZtWzu+/HIwd++mceSI9kcGqM354+hojpOTBW5uckfBrl1tlfWKHFJTtVseq6kNAcDX142IiHSSkvLo168p69b1wd//Jrdv17GQXImDB3NZuNCOhw+LlO1zZnzwgS1bt6rvjTRsaETLlia4uMj3s9zd5duXCQnFJCZqd9o5Q2vfNcR6hT4NGTKE2bNnU1hYqNGZwtvbm3fffZeCggKGDBmCjY0N8+bNY+7cuZSUlDBw4EDS09M5f/48tra2TJ8+nVmzZvF///d//POf/+SNN97gypUrbNu2TX//uf9hxRhTTM09rYp5+hu4sbGxzJ8/n4CAAHJycnBzc+P777/H09MTkPsafPbZZ3z77bekpaUxYMAANm3aRLt27VSfkZKSwnvvvcfBgwcxMjJi0qRJrFu3jgYNGlT1tRU8U6cLY2Nj3NzciIyM1OgQUdqRorTDROm6smxtbUlXjo1WtsNGcnKyxvvy20s7X7Rt27bK6Ui0wc5OwcqVFjRvriAlRWLv3iIWLsyjSHlTY//+ImbNyuPjj81Yv96CW7dKmDQpl/PntZPoe3oqOHVK/bP4+xsDxmzbVsKMGcV8+WUJ1tawZYsx9vZw7pzEqFFF5Jdpl/znP0soKoIffjDG0lIe1nro0KI6N/ZX5vLleCZM+IWVK4fw6aeDuH8/jTlzjrJzp24q3WU1b27Orl1dadzYlKSkAs6dS8PL6xLJyYV4ezfEy0sePeXevQEaf9e69Tmio7Xf29fBwZwdOzxxdrYgPb2QsLAMRo48z7FjcqXX3b0BK1d2plEjMx48yGb58lv4++tuuNTLl7OYMCGSlStb8emnLbh/P485c+6zc6e6YPDll7FYWxuzZUtb7O1NOHcug1GjbpKfr/2bIQ4OFuzY0bfM8Ulj5MjTHDsmt2a98MIZVq3qxsGDg2jQwIS7d7OYPj2EgADdjARSk4KCEoYPb8qcOa5YWxsTE5PL3r3xfPGFbob+fucdeUqe06ef11jv63uO7dvvUlQk8cILR1m1yoODB4cpj1Em06efJSBA+4Ur+fcahLOzJenpBYSFpTJyZBDHjsm/x9y5lygpkdi7dwjm5kYcORLHO+9or4eoZy84Veb+k/+X8r/bfoBZ70OH9jB9FzRpLHfCuHQFBo2A8Ah5v5wcmDgWli6UGzziEyDwKHyxWn5ipC70fWzKk9PCTsq0sJBz59Lx8rqqeppp3bpHWFgY4e/flkaNTAkNzWLEiDCtDbnr2RlObVW/9/9I/nfbbzBjMew/AbOWwcczYf18uPUAJn0A5//UytfX6L330li2zJZ//cseBwdj4uKK2bw5m88/V1cg//a3J6xcacdPPzWiUSMjoqOLWLgwnW++qVuD7Tvt5X9PD9dc73sBtt+HIgleOAWrusPBwdDAFO5mwvQLEFDmgbjPu4Gvq/r9tRfkf32OwWktjJ5QlfpOB0GeC3rChDusXNmCTz9txv37+cyZE83OnXLPnOJiiQ4dLJk+vSlNmpjw5EkRly5lM2hQeIUhjZ9FXcth+fkSf/ubEUuWmGBuLo+O4e9fwldf1b23p+HlE+bs2NFPmRYWKtPCExw7loC3twNeXk0AuHdvnMbftW69n+ho7d8MqSltnjXLnSVLeqj2P3tWvpBKj5+2vfNOJwBOnx6tsd7X9zTbt6uvoddfb8+jR9kEBelmurlSzZubsWuXO40bmyjzigy8vMJITpYrOe7ulqxc2YpGjUx48CCf5csf4e+v+ydzDYWhnT+eno6cOjVF9d7f3weAbdtuMmPGEfbvv8usWcf4+OM+rF8/hFu3Upg06SDnz+vmN6upjvy3v+WycqU5P/1kSaNG8giLCxfm8803dW84fqeX/O/paZrrfQ/B9htQUAzDW8EcT7A2hZgM2HsbvghW75tbBG92lztjmBtDTCbsuw2rtFA8qy4tdHa2ZNCgpsyZ407DhmYkJuZx5sxj+vc/QlKS7oavHz7cilatTNm6tWJjubu7KStXNqZRI2MePChk+fIU/P3TdBbLO+90AeD06fEa6319T7B9+y3y8ooZNMiZOXO60bChOYmJuZw5E0f//r+SlKSNfB1OnVK/9/eX/922DWbMgLFj5deldu+W/12yBJYulV/PmiW/L1U6C66vL2zfXrf4asor5LJYM+bM6YK1tQkxMdns3fuAL77QTUFa3/WKp4nHwsKI4cMbMmdOc2U5NY+9e5P44gvdDK99+XIOEybcY+XKZnz6qTP37xcwZ84jdu5U32R1djblq6+a4+hoQnx8ITt2pLBsmW5GaKrptwJ4/XUnHj3KJyhI9yOR6LsM/yzmzg1T1tu9lPX2RN5555pWPlsbac/cufJoAHv3yqN1HjkC77zz9LEok2HKJcP4Hoftt+TX68LAwhj8B0Ijcwh9AiMOQJQyG8kpgomusLQPWJtAfA4EPoQvgqBACw+1VZeXNm9uxfDhTsyZ06FMOhjDF1/ovjNRVXR57jwtXdfZPbvAqZ/U7/0Xyv9u2wd+n0I3d3maEHsbiHsMQedg8Vp1u9uTVBg1E5Z/ACd2gKkp3LwD4/wgLFIrIVZbbvbzO063bk2YPr0T9vbmxMVlERQUzeLFwRQUaPcGfm3NmuXKkiUdVe/PnpVvJvv6Xmb79rp3OC2rpjYEAHd3O1au9FDer8hi+fIw/P3DK3yWNrz33hOWLWvIv/7VGAcHI2X7XCaff56m2mfsWCu2bWuier97tzyE3ZIlaSxdmoY2GVr7riHWK/RpyJAh5Obm0qFDBxwdHVXrvb29yczMxN3dHWdnZwCWLVtG06ZNWblyJVFRUdjb29OrVy8++eQTAFq2bMnevXuZO3cuGzZsoE+fPqxYsYLXX39dL/+3/2W173TxdH0AUlNTGTBgAEOGDCEgIICmTZty584dGjZUjxD65Zdfsn79erZv306bNm1YvHgxI0eOJDw8HAsL+UnJV155hfj4eI4ePUphYSEzZszgrbfeYufOnbWORSGV7eXwFG7evMkvv/xSaUeJykiShLGxMX//+9/Ztm1bpdOGlH5O2RExSt+X7vvSSy/RsWPHil9Qjfj4eLZs2cJbb72Fi4v1U/2ttkmSreq1QqHb4f1qQ5JMVa8ViuV6jEQmSQtVrxUK7T+V+bQkSX2nTKHYV82e9SMsrB379u1j4sSJdOum/R6nT0uS1B1aFIrdeoxEJklTVa8VioN6jEQmSWNUrxWKbfoLBAgL8yhz7lzRaywAkuSreq2w0l8cpaQygxXp+7eCcsdHcUpvcZQKC2usPn9e6arvcJDC1K8VCt3eqKwNSWqueq2ofRlMZ6QyN6b0nRaGhbUuk/bU73yylZGkvqrXhlcO26a/QJQ0056fqt6xnkjSK6rXhnB8NPPSOg6bpAWS9IbqtUJxXo+RyDTLhfpNewypDAblz52j+g4HSfpA9VqhMIQ6RZk68mo9BqIkzVe/NoS0MCysW5nzx6LmP9AxSVI/CaRQbNJjJDJJ8lO91uHzObVStnVNofi3/gJR0swnTukvECWNOkU3/U/hIEk+qtcKxVX9BaIkSb1Urw3h99I8Pvov94SFWZU5f3TXCby2JGmi6rW+0x4ol/78S39xAEhlOocYQj6qWacwtLbdB/oOR7Pc3K6aHeuJVObyVii+0l8gSprlZkM7fwysfVfxQG9xAEhSa9VrQ6gDGlr7SlzcUNU90tLOCoJQXzIyMrCzsyM03REb25o7XWRmlNDdLpGYmBhsbdXtBebm5phXMnf8ggULOH/+PGdLe8iXI0kSLi4ufPjhh8ybNw+A9PR0HB0d2bZtG3/729+IiIigU6dOXLp0STU6RmBgIC+88AKPHj3CpXSIsho884xJnTt3Vl2c5TtOlF1K1ykUCjw8PGjVqhXt2rXTmGKklEKhqLbDhaOjIx06dHjWkAVBEARBEARBEARBEARBEARBEARBEARBqCfySBe1WwBatGiBnZ2dalm5cmWln3vgwAE8PT156aWXcHBwoGfPnnz77beq7ffv3ychIYHhw9UP2dvZ2dG3b18uXLgAwIULF7C3t1d1uAAYPnw4RkZGhDzF/G7P3OkCYNy4capeJaUdJsovpRo2bMiwYcMAeO655zA1NVX9XfmOGuVHvAB5SpPRo0frdGoRQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRC0oxhjimqxlHa6iImJIT09XbV8/PHHlX5uVFQUmzZtol27dhw5cgQ/Pz/ef/99tivng0xIkKf8KztVTen70m0JCQk4ODhobDcxMaFRo0aqfWqjTp0uHB0dmTZtGra2thqdJUqVrnN0dOS1117DzMwMgCZNmjBhwgSMjOSvr67DRum0JC+99BLNmjWrS7iCIAiCIAiCIAiCIAiCIAiCIAiCIAiCINSTYkxqvQDY2tpqLJVNLQJQUlJCr169WLFiBT179uStt97izTff5JtvvqnP/x6AMvI6aNGiBe+88w5Xr14lMjKSJ0+ekJOTg7m5OU5OTnTp0oUePXqoOliU6tixI76+vhw6dKjKXiIKhQI3NzdGjRpF48aN6xqqIAiCIAiCIAiCIAiCIAiCIAiCIAiCIAj1pBgj1SgW1e/3dJydnenUqZPGuo4dO7J3714AnJycAEhMTMTZ2Vm1T2JiIj169FDt8/jxY43PKCoqIiUlRfX3tVHnThcAZmZmeHl54eXl9VR/17x5c95++21iY2OJjo4mLS2NkpISrKysaNiwIW5ubtjY2GgjREEQBEEQBEEQBEEQBEEQBEEQBEEQBEEQ6lFxmalDqt/v6QwYMIBbt25prLt9+zatWrUCoE2bNjg5OXH8+HFVJ4uMjAxCQkLw8/MDoF+/fqSlpXHlyhU8PDwAOHHiBCUlJfTt27fWsWil00VdNWvWTEwdIgiCIAiCIAiCIAiCIAiCIAiCIAiCIAj/RYowpqgWnS6KnvJz586dS//+/VmxYgVTpkzhjz/+YMuWLWzZsgWQZ9WYM2cOX3zxBe3ataNNmzYsXrwYFxcXxo8fD8gjY4waNUo1LUlhYSHvvvsuf/vb33Bxcal1LAbR6UIQBEEQBEEQBEEQBEEQBEEQBEEQBEEQhP8uJZjUaqSLEhRP9bm9e/fm119/5eOPP+bzzz+nTZs2rF27lldeeUW1z0cffUR2djZvvfUWaWlpDBw4kMDAQCwsLFT7/PTTT7z77rsMGzYMIyMjJk2axPr1658qFtHpQhAEQRAEQRAEQRAEQRAEQRAEQRAEQRAErdPV9CIAo0ePZvTo0VVuVygUfP7553z++edV7tOoUSN27tz5DN+uJjpdCIIgCIIgCIIgCIIgCIIgCIIgCIIgCIKgdbrsdGEoRKcLQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRC0rhijWna6kOohGt0w6E4XYWFh7N+/v8L6Tz/9tP6DEQRBEARBEARBEARBEARBEARBEARBEASh1oowpqgWnS6KRKcL3ZEkzYOrUCjq+Hm2dfp7bZIkU32HoEGSFuo7BA2SNFzfIQAQExNDWloaYWHt9B0KDx8+VL2WpAF6jKQiSZqq7xA0SNIYfYcAlD1/PPQah+a546u/QCoh5eg7Ak0Gd3wkH32HwPXr11WvpTA9BlIJSWqu7xA0SNP0HYEmfaeFGueO1FePkVRkeOUwX32HoEGSXtF3CBoM4fhons9v6DGSigyvXGgY5TAwxHPnAz1GUpEh1Y8BpPn6jkCTIaSFmueP/uukZUmSn75D0CAZUNuc4eUTPvoOody57KO/QCohSb30HYIGwzs++i/Ha54/E/UYSUWGlPYASO/oOwI1Q8hHwZDbdg2nzAwg3dF3BJoMr9ys/7RHMy301V8glZCk1voOQcXwjo3+08L4+Hh9hyAIFGNCcS26JYjpRXSstKNF+Q4YgqBrMTExbN26Vd9hVGBvb6/vEIRaMMTzR5w7giAIgiAIgiAIgiAIwv8CQ2ybA9E+JwiCIPzvKcG4VtOLlIiRLgThv1NaWhoAnp6etGzZUr/BKNnb29OiRQt9hyHUgqGdP+LcEQRBEARBEARBEARBEP5XGFrbHIj2OUEQBOF/U3EtO10Ui04Xfx0KhX7HySo7HKhCEaDHSGSS9LzqtcIAhp+T/qV+rVDs018gSqXDzrVs2ZJu3a7oORrNobEUigj9BaIkSR1VrxVx+XqMRCa5mKteG8L1FRYmT3sgnz+Jeo2l7HQ9CkWIHiORlR2e1PDi0f/8GZLUTfVaoTiox0hkYWGtVa8VilN6i6NU2eF26zjrmFaUHYhLof/RJpHKZJ8KxW79BQKEhXVSvVYovtJjJLKyw5MaQj6hUQ5rpMdAlKQU9WvDu9Zz9ReIUliZ7EHxif7iKCWtUL82vLxLv+X4skP/KhSb9BiJLCxsoOq1wgBm85Ay1K8Vip/0F4hS2eF2DS5tNoByaliYleq1vq8tKH99GVrert94NGPRfxm+7LD1hpCvh4U1Vr1WKI7pMRKZZh25UI+RyMpOfWd454/+r/WwsBGq1wrFNv0FoqTZPqf/46OZ/ug379JsX1mux0hkYWFjAUNt29VvfR00p4s2vHLGl3qMRCZJH6leG0LarNk+l1H1jvWk7FSF+i7Ha5ThDa7Opf+0MC7udX2HIAgUYURRLTpdFFFSD9Hoxv9cpwtBEARBEARBEARBEARBEARBEARBEARBEHSvGBOKa9EtQYx0IQiCIAiCIAiCIAiCIAiCIAiCIAiCIAiCUEbtpxf5Hxzp4vPPP9dmHNWSJAmFIYwfLgiCIAiCIAiCIAiCIAiCIAiCIAiCIAhCrYhOF9WQpL/u8B6CIAiCIAiCIAiCIAiCIAiCIAiCIAiCIOhWMcYUiU4XVauP0SdE5w5BEARBEARBEARBEARBEARBEARBEARB+OspxoTiWnRLKOav2y+gTp0uQHSKEARBEARBEARBEARBEARBEARBEARBEAShomKMajm9SHE9RKMbde50IQiCIAiCIAiCIAiCIAiCIAiCIAiCIAiCUF4xxrXsdFHzPoZKq50udDHdiBhJQxAEQRAEQRAEQRAEQRAEQRAEQRAEQRD+ekSni6ckOkgIgiAIgiAIgiAIgiAIgiAIgiAIgiAIggByZ4oi0emicqamphQVFaFQKJAkCYVCQbt27ejYsaPWgnv06BFXrlzRyQgagiAIgiAIgiAIgiAIgiAIgiAIgiAIguE7deoUQ4YMITU1FXt7e32HIzyFYkworkW3hGJK6iEa3TB61j90dnauMLKFJEn06NFDa0vLli3r/B98Wvfvt0aS2lVYvv66KQCOjsbs2OFIfHwbsrLacuVKCyZObFAvsc2f74okPY+/v7pji6urFfv29eTx42Gkp49g9+4eODiYaeX7FoyEP+ZDxleQuBp+fRvaO6i3N7SC9VMg8jPIWQvRX8C6l8DWQr1PI2sImA2xKyBvHTxcDhumgI1Fha+rs/nz2yNJE/H37ybH19CU9eu7Exk5gpyccURHj2Ldum7Y2mp1gBeVBQu68scfo8nIeIXExKn8+utQ2re31djH0dGSHTsGER8/laysV7hyZQwTJ7bSSTz377dFkjpWWL7+2rHCvocPt0CSOjJunPbO5VlWRoQ2NSXdyYx0JzOCm5gyyrzyJOdwI1MkF3PGWWhub2EMvzcyIdvJjERHM760NdZZH7fKri9HRzN27OhGfPxQsrJGcOVKfyZOrHj8tOGzz1yRpOEaS0REP9X2b77pwN27/cnJGcLjx4PZv7877u5WOomllIuLKT/80Jbk5F7k5PQmLKwrHh7Wle67aVNrJKkv//iH0399LAD373dAkrpVWL7+2gUAc3MFX3/tQnJyJzIzO/PLL61wcNBN2lPe/PluSNIY/P07a6z38mrI8eP9yMp6nvT0UZw+3R8Li2cuBlTps89aI0k+GktERB8AWrWyqLCtdJk8ualWvn/QIDhwAGJjQZJg3DjN7RMmwJEjkJwsb+/eXXN7w4awfj1ERkJODkRHw7p1YKuZnNfagonwx5eQ8RMkfg+/zof2Lpr7mJvC129C8nbI/Al++Sc42Gnu06IJ/L4QsnfJn/Pla2CshZ9v1qy2hIaOJD19IunpEwkOHsaoUZrXjpdXY44f9yEraxLp6RM5fXoIFha6SY0HDWrGgQPjiI19C0n6gHHj2mps/+yzfkRE+JKV9R4pKe9w9Ogk+vTR3bX+2WduSNLzGktExCDVdnNzI77+uhPJycPIzBzBL7/01Fo5bFA/OLATYm+ClALjXigX23yIuAhZMZASBUf3QR8PzX16doOgfZB6H5LvwmZ/sK486Xxq1V3rACdP9qiwfdOm9tr5cmDQICMOHDAjNtYCSbJk3LiKF8TSpSbExVmQk2PB0aNmuLlpduT+5BMTzp83IzvbgtTUuhVOF3jDH+9AxmeQ+An8+iq0b6K5zzfj4e6HkLMUHi+E/a+Ce7mkz7MZHJsJqYshZTEE+kI3LZziNeVbb77ZiJMnXUlP74wkdcPOTvv5Q1XKl+HleFpz8uQg0tPHIEkTsbMz1WkMCxb05I8/JpGRMZPERF9+/XUU7dvba+zz5psdOXlyLOnpM5EkP+zstHOtAwzqDwd2Q+wtkDJg3Iua2z/7GCIuQ1Y8pETD0d+gj6fmPvevy39bdpk/t+6xzZrVjtDQF0hPn0J6+hSCg59j1CiXSvc9fHgIkvQK48Y1r/sX11J915ErU1051cREwapVLQgL60pWliexsT3Zvt0VZ2fdntOl9H191ZSvl7Vp0zAk6QP+8Y+eeovn++9HIkkfaCwBARN1Fk9Z+i7Dg/7L8RXj0V8dedAgBQcOGBMba4IkmTJuXMWHwZYuNSIuzoScHBOOHjXGza3yzzIzgz//lD+nfN1DW6o6f0odPtwXSRrDuHG6KzfX5nrv0KERv/02jrS02WRlvccff0yjRQsbrcdSm/Y5V1cb9u0bwuPHfyM9fRq7d3vj4KCDxkoM69iUMuS86/792UjSwgrL11+P1Pl3G9q5U1N93dHRgh07+hIfP5asrElcufIcEyfWZzlMv23xAIMGNefAgYnExr6DJH3EuHHqxNjExIhVq7wJC5tBVtYcYmPfYfv2F3B2rq97OfrP2xs0AH9/cx48aEBOjg3nz1vh6an5XR06GPHbb5akpdmQlWXDH39Y06KFbh+C1kc7fF3rXN4DK9a3ShfPXloLUx3PZ4MqpIMREW9r/4sMjEKhqHZZsmSJvkMU6qB0epHaLH9Vz5yaN2vWTPW6dLSL2NhYrQSlT717x+DkFKVahg9/BMDPP2cBsGOHI+7uZowdG0fXrtHs25fFnj1O9OhhrtO4PD3tePvtFoSGZqjWWVkZExTUG0mCoUNDGDDgAmZmRhw86IE2BgfxdoONp8FrDYxYD6bGEPQeWCnbq1zs5GXePujyBfjugFGd4LtX1Z9RUgK/hcHYb6D9Unmf4R3gm5frHl9Znp4NefvtNoSGpqnWubhY4uJiwbx51+nS5Ri+vlcYNcqR777zqPqD6sDb24mNGyPx8jrEiBFBmJoqCAp6DisrdcFyx46BuLvbMnbscbp2/Y19+6LZs8ebHj0aaT2e3r0f4OR0W7UMHx4NwM8/Z2rsN2dOI3QxM9CjYliQUYxHUiGeSYWcyC/ht0YmdDLRPDnnWBsjUTEAI+BQI1PMFAr6JxcyPa0IX0tjPrfRfoJb2fUFsGNHd9zdrRk79gpdu55j375E9uzpSY8ez3j3tQY3bmTh5HRGtQwceFm17cqVTGbMCKdjxwuMHPknCgUEBfXCSEf3ROztjTl/vjOFhRLPP3+LTp3C+PDDh6SmFlXYd/z4hnh5NSA2tuC/PpZSvXvfwckpXLUMHx4FwM8/pwPg7+/CmDG2vPRSNN7eUbi4mLBvn246WJUln8utCA1N11jv5dWQwMC+BAUl0afPWXr3PsvXX9+nREedRm/cyMbJKVi1DBz4JwAxMXka652cgvn00/tkZhYREJCile+2tobQUJg9u+rt587B/PmVb3dxkZd586BLF/D1hVGj4Lvvni0e786wMQC8FsCIpWBqAkGfgVWZYoP/DBjjCS+tAe/F4NII9pWJz8gIDi0EMxPo/zFMXw++Q+BzLeSljx7lsmBBGB4eQXh6BnHixGN++20gnTrJ6ZyXV2MCAwcTFJRAnz5H6d37KF9/fZeSEt1MKWdtbUpoaBKzZ5+odPvt26m8++4JunbdwcCBu3nwIIOgoEk0aWKpk3gAbtzIxMnpuGoZOPCiapu/f0fGjHHgpZf+xNs7BBcXc/bt005t29oaQm/A7I8q3377Lrw7H7oOhIEvwIMYCNoLTRrL252d4NivcDcK+o6AUS9B5w6wbaNWwgOqvtZLbdkSp7H9o4/uae275Wu9hNmzK0/vP/rIhPffN2HWrAL69s0nOxuOHDHDvMy1Z2YGP/9czKZNFfOTp+XdBjZeBK9NMGIrmBpB0AywKtM2fSUWZuyFjv4w8nvkvHwGGCmLRtZmEDgDHqZB300wcDNkFsCRGWBSx/y+pnzLysqIwMBMVqx4XLcvekqVleHleIwJDExkxYpb9RKHt7cLGzfewMtrHyNGHMTU1IigoNEa5XgrK1MCA2NYseKq1r9fdb1/WPn223fh3XnQtR8MHAkPHkLQr+rrvdTiL8DJTb1s2Fz32B49ymHBgmt4eATg6RnAiROJ/PbbYDp10uwdOGdOh3qfblQfdeTyaiqnWlkZ0auXNcuWxdKr1w0mTryDu7slBw5orxNaVQzh+qopXy81frwbXl7OxMZm6T2egID7ODl9o1pefvmQTmMCwynDg37L8ZXHo586slzOkJg9u7jS7R99ZMT77xsxa1YxffsWKcsZJhrljFJffmlEXJzu0seqzp9Sc+a41kv6XNP15epqx7lzU4mMTMHHZw/duu1g2bKL5OXVvRxWXk3tc1ZWJgQFjVDmFYEMGHAYMzNjDh4cppO8wpCODRh23gXQu/f3ODmtVS3Dh/8EwM8/R+j8uw3t3Kmpvr5jR1/c3W0YO/YcXbsGsm/fI/bs6UePHvbaD6YcQ2iLh9Lr6zGzZx+tsM3KyoRevRxZtiyYXr12MHHir7i7N+LAAd13qDSUvP3f/7ZkxAgT/v73XLp2zSIoqJhjx6xxcZFPWFdXBefOWREZWYKPTzbdumWxbFk+eXm6iQf01w5f1zpXcIhmXcvJDb7dBlH34bL2q4gA3LjxWCM9HDhwh26+yIDEx8erlrVr12Jra6uxbt68efoOUaiDYoxq2emi/h4E0rZn7mZYttNFqdzcXFJTU2nYsGGdgtKn5GTNCtWCBdbcvVvA6dO5APTvb4mf32MuXcoHYPnyVObObYiHhznXruXrJCZra2N++qk7b755g0WL1L2hBwxoSOvWlvTseZ7MTLlgPH16GKmpwxk6tDHHjz+p0/c+X65R3ncHJH0JHi3h7F24GQ+Tv1Vvj0qGhQfgR1/56dviEkjLhW/Oqvd5mAL/OgP/HFGn0DTIx8eTN9+8yqJFHVTrb97MYPLkEHV8UdksXBjOjz96YmysoLhYu5XO55/XLNz5+p4jKellPDwac/ZsIgD9+zvg53eBS5eSAVi+PIy5czvh4dGYa9e021BR8Vy2UZ7LOap13bub8+GHjfD0vE9CgnYrT7/na5YWF2UW42dtjJeZgvAi+dh3N1HwYQNjPJMKSHDS7EzxnLkRnUwUDE8s4HEJhBZJLM4sYrWtCUsyiynUUpxVXV8A/fvb4+d3k0uX5ALy8uX3mDu3NR4etly7llHZx9VJUZFEYmLlN4++/VbdqS06Oo9Fi+4RFuZF69aWREXlaj2W+fNdiInJ5/XXo1TrHjyomMa5uJiyYUNrRo6M5NAhd63HYWixlKr8+srn9OlsbG2NmDmzIdOmxXDyZDYAM2Y8IjLSnb59rQgJyansI+tMPpd78eaboSxa1E5jm79/Z9avv8/q1XdV627fztZJHFD1uVxSQoX1EyY0Yc+eJLKzK2/QfFqBgfJSlR9/lP9tVUUfmJs3YfJk9fuoKFi4UP47Y2Mofsown1+m+d53AyRtA4+2cDYcbK1g5jCYthZO3pD3mfE1RG6Avu0h5DY81x06NYfhS+BxOoQ+gMW7YPXfYcluKKxDW9zvv8dpvF+06Dp+fm3x8mpMeHgG/v49Wb/+DqtXR6r2uX07s/zHaE1g4AMCAx9UuX3XrkiN9x98cJo33uhKt25NOHEiRicxVXU+29qaMHNmc6ZNC+XkSTkPnzHjOpGRg+nb156QkLQ6fW/gMXmpyq69mu8/WARv/B26dYYTZ2D0SCgshNn/RNW5ctYHcP08tG0D9+7XKTyg+nwLICenpNrtdREYWEJgYNUtU3PmmPDFF0UcOCDv89prBSQmWjB+vDG7d8sX8pIlpeXnunfofH6b5nvfvZC0EDyawdkH8rpvL6m3R6fBoqMQ9j60bghRKdChKTS2gk+PwSNl29zS43D9H9DKHu7VoahYXb4FsG6dXDb19tbSUCi1UFUZXo7nnjKeJpX9qdY9/7zmTVVf3xMkJc3Aw6MpZ8/GK2MKU8ZU+SgPdRF4VF6qsutnzfcffAJvTIduXeDEafX6zCxI1HK/md9/13ywYtGiUPz82uHl1YTwcPlE7d69IR9+2BFPzwASEiZpN4Aq6KuOXF5N5dSMjGKee04z73r33QdcutSFFi3MiInRTRppKNdXTfk6gItLAzZsGMLIkfs4dGi83uPJzy8mMVE35fXKGFIZHvRbjn+aeEC3deTAQInAwKrbjObMMeKLL0o4cEDe57XXiklMNGH8eAW7d6v/btQoBc89Z8SkSUW88IL2G4+rO38Aune35cMPXfH0PEtCwnNa//6yarq+li8fwOHD95k/X91IGBVVeUeRuqqpfW7AAAdat25Az54HycyUW5emTz9Lauo0hg515vjxeK3GY0jHBgw37yqVnKyZBi9Y0J+7d1M4ffqhTr8XDO/cqam+3r9/Y/z8rnDpklxRWL48nLlz2+Ph0Yhr19K0GktZhtIWDxAYeJ/AwMortxkZBTz33B6Nde++e4xLl16jRQsbYmJ007ZhKHm7hQVMmmTCuHG5nD0r59VLl+YzZowJfn5mLF6cz/LlFhw+XMT8+eo0ICpKNx2+QL/t8HWtcxUWata1TEzk0TK00dG9KnI5SLdlP0Pj5KQezcfOzg6FQqGxrqwrV64wf/58wsPD6dGjB99//z3u7vI9AV9fX9LS0ti/f79q/zlz5nDt2jVOnTqly/+CUI0ijCmqxSgWtdnHUGllpIuyHj169MzBGBpTU3j1VVu2blUn6sHBuUydakPDhkYoFDB1agMsLBScOqX9m56lNm7sxKFDjys0EJmbGyFJEvllbm7n5ZVQUiIxcKD2O77YKR8iTakmnbezhIw8ucNFZZztYGIPOH1He3Ft3NiDQ4cSOH48qcZ97exMycgo0kkhr+J3yUOCpKSoCy3BwY+ZOrUNDRuaKc+fNlhYGHPqVIJOY1Gfy2mqdZaWCnbubMbs2QkkJuqukQTkhGaqhRHWCrhQIB97SwXsbGjC7PQiEis5X/qZKbheJPG4zLYj+SXYGSnobKK97uNVXV8AwcFpTJ3qTMOGpsrfyxkLCyNOndLNkzzt2lkRGzuIe/f68+OPnWnRovIRdKysjJgxw4WoqBxiYnTT9Xjs2IZcvpzNnj1uJCb24urVLrzxhuawsQoF/PBDW9asiSM8XHdpoCHFUhlTUwWvvtqQrVvl88LDwxIzMyOOHVNX3m7dyic6uoB+/XQ3JczGjV2V53KyxvqmTc3w8mrI48f5nD8/gISE5zh1qj8DBmh/hJ1S7dpZEhvbj3v3+vLjjx2rPJd79WpAz542fPeddhsmtM3ODjIynr7DRaWfpTwFUpQPcnq4gpkpHAtV73MrFqKToJ+yL1w/d7j+UO5wUerINbCzhs4t6h5TKSMjBVOntsDa2oQLF57QtKk5Xl6NlefOMBISxnHq1BAGDKifm6A1MTU14q23upKWlkdoaM1lgGclp81DuHfPmx9/7E6LFvLQsR4etsprXX3N3bqVTXR0Lv362essnsqYmsJb0yEtXX5yA8DcDAoK0RjNKleZZQz00s731nStv/KKA0lJA7h+vTcrVrTB0rJ+eqq3aaPA2VnBsWPqizYjA0JCSujXr35isFMeipQqsiQrU5jRS+5sEaO8tm8lQXI2zPSUR5izMJFfhz+GB2nai618vqUvT1OGr2+VleMNhakpvOULaWkQel1z24K5kPwArp6Fee/LnQW1Sc4nWinzCfl3s7Q0ZufOAcyefYnERB0+EleOodSRa1NOLc/OzpiSEom0NN3VwQz5+ipLLsOPYs2ay4SHa7dDzLPy8WlOYuIsIiN9+de/htGokW6GjC9lSGV4MLxyvCHVkUu1aYOynKFOZ+RyhkS/fuq2CgcH+PZbY/7+92JydNSPp6rzB0rT517Mnn2dxET95mcKBbz4oiu3b6cSGDiRxMRZXLz4crVTDmlT+XxdzivkTlal8vKKlXmFbqaUrYo+jo2h5l2VMTU14tVXu7B1a2jNO+uAIZ075evrAMHBT5g6tWWZduYWynZm3Y5eZ6ht8bVhZ2euPJd1ly4aSt5uYiJPF5SXp3nsc3MlBg40VqY/Jty+XUJgoBWJiQ24eNGaceN0Nx2MIbXDV6e6OlepsS9A40bw/Y+6i6Ndu4bExr7PvXvv8OOP42jRQjejb/9VLVy4kP/7v//j8uXLmJiY8Prrr+s7JKEGxZjUevmreuZWR3t7e6zLTAqtUI6h9d8wxUip8eMbYG9vxLZt6k4XU6YkYGoKKSltyc93Y/NmByZMiOfePW09d69p6lRnevWy4+OPb1fYdvFiGtnZxaxe7Y6lpRFWVsb8v//njomJEc7O2p3uRKGAtZPhnHKEi8o0tobFz8OW8xW37ZwB2WshbqXcKeMNLWVGU6c2p1cvez7++GaN+zZubMbixR3YskULj3bWQKGAtWv7cO5cIjdvpqnWT5lyGlNTI1JSppGf/xqbN/djwoST3Lunu6eGAcaPt8He3pht29R37Pz9HQkOzuXAAd0N4drFREGmkxn5zmZ8Y2/ChJQiIpSjXPjbmhBcIHEgr/IeOk5GCsr3BSntnOFkrJ1OF9VdXwBTpvyJqamClJTh5OePZPPmzkyY8Cf37mm/xSQkJB1f35uMGvUnfn6RtGljydmznjRooG4t9/NrTmamD9nZQ3n++caMGPEnhYW6qbS4uprj5+fInTt5jBwZyaZNiaxf35rXXlPfbJ0/34WiIli/PlEnMRhiLJUZP95WeX2lAuDkZEp+fgnp6ZrndmJiEU5OuikwTJ3qojyXKw636eoq3+VfssSdb799yKhRF7l6NZ3jx71wc9P+E80hIRn4+kYyalQYfn63adPGgrNne2qcy6VmznQmPDybCxe0P3KMtjRuDIsXw5Ytdf8shQLWvg7nIuCm8iEdp4aQXwjp5ZKVxDR5G4CTvfy+/PbSbXXVpYsdmZkTyc+fzDffeDJhwnkiIjJwdZXnOV2ypDPffhvFqFGnuXo1lePHfXBzq585UCvz4ottyMx8l7y8fzB3rgcjRuzlyRPdNK6HhKTh63udUaMu4+d3U5k2e9GggTFOTubKa13zKZDExHycnHQ77VypF5+DzIeQFw9zZ8GIifBE2R5x4iw4OcC89+QGA3s7WPWZvM1ZC+2BNV3rO3cm8uqrEQwZco2VK6P5+9+d+PHHjjV8qnY4OcnlhMREzTwyMVGiigcktEqhgLWj4dwDuFkuW/LrC5mfQfZSeN5dnoqkUFneySoAn3/Dqz0gdylkLYFR7eVRNKrq0Pwsyudb+vA0Zfj6JpfjB3DuXDw3b+q3Y0pZL46CzDjIS4K5s2HEePX1DrD+G/jbDBjyImz+Hj75EL5cVuXHPZUuXezJzJxCfv7f+OabPkyYcIaICDnv9vf3IDg4iQMH6u/hC0OpI0PtyqllmZsrWL26Jbt2PSEzUzc3rgz5+ipv/vzeFBWVsH79nzXvXA8CAx/w2muBDBv2C/Pnn8XbuzkBARMxMtJO/bM8QyrDg+GV4w2tjlxKXc7QXJ+YqN4GsG2bMd98U8KVK7qJp7rzB+SnqYODUzhwoP7ryOU5OFhhY2PGggV9CAx8wHPP7eXXX++yb99YBg9urtPvrqx97uLFJLKzi1i92hNLS2OsrEz4f/+vtzKv0N20hZXRx7ExxLyrKuPHu2Nvb8G2bWH1+r1gOOdOVfV1gClTgpXtlhPIz3+JzZs9mTDhHPfu6a6t11Db4mvD3NyY1au92bUrgsxM3YzYYkh5e1YWBAcXsXixOc7OCoyM4JVXTOnXzxhnZwUODgpsbBQsWGBOYGARzz2Xw6+/FrJvnyWDB2v/KXNDaoevSk11rrJmvgZHjkNsXOXb6yokJA5f34OMGvUf/PwCadPGnrNnX6NBAzPdfOFf0PLly/H29qZTp04sWLCA4OBg8nQ5N45QZyW1mlrEmJK/8EgXdbr707x5c27d0pwHVBedLup7bthSM2faEhCQTXy8ukC5bFlj7O2NGTbsEcnJxYwf34A9e5wYNOgRN25oN7Nu3tyCdes6MmLEJY0ndUolJxfw0kvX2LSpM++/34qSEoldu+K5ciVd6/OAbZwKXVxg4P9Vvt3GAg69A+EJsOT3itvn7oWlh6G9A6wcB19Nhtn/qVtMzZtbsm5dN0aMOFfp8dGIz8aEQ4f6Ex6ewZIlup8DcONGL7p0acjAgYc11i9b1hN7ezOGDTtCcnIe48e3ZM8eHwYNOsyNG2k6i2fmTHsCArKIj5dvDI0Z04ChQ63p2TOqhr+sm1tFEj2SCrAzUjDZwojt9iZ4PynEzVjBUHMFPZN001mpNmq6vgCWLWuHvb0pw4b9QXJyAePHO7JnTw8GDbrIjRvarcAEBqp7+F6/Ljd4RUcPZMoUR7ZulUtvP/0Uz9GjT3B2NmfevFbs2dOVAQMu13j+PwsjI7h8OZuFC+UG9GvXcujSxYpZsxzYsSOZXr2s+Mc/HOnV64bWv9uQY6nMzJmNCAjIVF1f9U0+l7swYsSFSs+F0kbizZuj2bZNnn7h2rWbDBvWhNdfb8Enn0RW+Ju6CAxU10auX88mJCST6Ggvpkxpytat6lF9LCyMmDbNkWXLHmj1+7XJxgYOHYLwcFiypO6ft/FN6NISBi6s+2dp061bmfToEYSdnSmTJzdn+/Y+eHufVM2HvXnzPbZtkxtJrl27xrBhjrz+ehs++aSK7v46dvJkDD16/EiTJpa8+WZX9uwZTd++O0lK0v4oN4GB6idTrl/PJCQkjehoH6ZMcSY3t34bHCtz8hz08JbnGH3zNdizFfqOgKRkCI+E6e/AV1/AysXySC3rt0BCIlopJ9Z0rX/7rbqX7o0b2cTHF3DiRA9cXS2IivrvrgRvHAtdHGFgJcOM/nQNjt4FZxuYNwj2vAwDNkN+kTyyxXcT4Xw0vPwfebq+eYPg0HTovRG0Na23/vOt2pfh9WHjxsF06dKIgQP36zsUDSfPQI+Byut9OuzZBn2Hytc7gH+ZqSGv34SCAti8Dj5eIr+ui1u3MujR4zB2dmZMntyS7dv74e19FDc3G4YOdaRnz4C6fcFTMKQ6MtRcTi3LxETBnj3tUCjAz++B9oPB8K+vsnr1cuAf/+hFr146fDzwKe3erW7funEjmbCwZKKiZuLj01zr05gZWhkeDK8cb2h15Kfx3ntG2NjAypW6iaOm82fMGEeGDm1Mz55ndPL9T6v0fP7tt3usXStPfB8amkT//i7MmtWNM2d013Gvsva55OR8XnrpFJs2efH++x2VecV9rlxJpqSkftug9XFsDC3vqs7Mmd0JCLhHfLzuOhFUxVDOnarq6xERGSxb1lXZznxS2W7ZjD17+jNo0Alu3ND+FDWG3BZfExMTI/bsGYdCocDPL0gn32GIefvf/57L1q2WxMXZUFQkcfVqCbt2FeLhYaxq8/nttyLWrpUrDKGhBfTvb8ysWWacOaO9NhZDa4evSk11rlLNXGDkMJgyXXexBAbeU72+fv0xISGxREe/y5QpHfU2+o+h6datm+q1s7MzAI8fP6Zly5b6CkmoQWmnitrs91dVp04X/fv3p3Xr1pofaKK9p3jbtm3L9Ok6TLmq0bKlCcOHWzFxorrB2NXVlPfes6dz52jCw+WMKCwshUGDLJk92x4/P+0O3eXhYYujozlXr/ZXrTMxMWLw4Ea8+25LzM2PcPRoMm5up2nc2JSiIon09CLi44cSFaW9IR43TIHRXWHwVxCbVnF7A3MIfBcy82HCZiiqJN9MzJCXW4mQkgPnPoRlhyGhDg9FeHjY4+howdWrQ1Xr5OPThHffdcXcfD8lJdCggQmBgQPIzCxiwoSLFBXptgK1YUNfRo9uweDBAcTGqntiurra8N57HenceT/h4WkAhIWlMmiQI7Nnd8TP74JO4pHPZWsmTlRX1IYOtaZtW1PS0tw19t27tzlnz+YwZIh25kksBO4VA8USVwuL6W1mxD+sjcmVJNoaK0hz0uyZubehCWcLJIY8KSShRKKPmeYTRY7KwmCCFoakq+n6cnc/y3vvtaZz57OEh8sFu7CwTAYNasjs2a3w89Ptk2Pp6UXcvp2Nm5u6p3xGRjEZGbncvZvLxYvppKb6MGFCU/7zH+0/uRIfX1hhmo6IiFwmTZKHvBs0yBYHB1MePuyp2m5iouD//q8lc+Y40abNtf/KWMpr2dKU4cMbMHFitGpdQkIh5uZG2NkZaYx24ehoQkKC9m9wyWmhOVevDlatk8/lxrz7bmvc3U8CEB6uOaJOREQmLVvq/ike+VzO0TiXASZPboqVlRE7duj/yavKNGgAgYGQmQkTJkBRHX+6DW/AaE8YvAhiy4yimJAK5qbytCNlR7twtJe3ASSkQZ9yUzQ72qu31VVhYYnqSZirV1Pp3bsR//hHe1atkhtGwsM1M+uIiAxattTNE5a1kZNTxL17ady7l0ZISDy3b89g5swurFp1SeffrU6brTh6NFl5rZtojHbh6GhOQkL9DOGckwP37stLyGW4fQlmvgqr1srbd+2VF4emkJ0jTzXywTsQFV3txz6Tqq71UiEh8nnk5map804XCQlyOcHRUaF6Xfr+2jUdlwPHwGh3GPwtxFZSzs3Il5e7T+BiDKQuhgmd4D9hMK07tG4I/b5RTwszbbe8z7hOsFsLD/hVlm/Vt9qW4fVhw4aBjB7disGD9xMba1hz5+bkwL0oeQm5BLf/lJ+uWvVV5fuHXJZHuWndEm7frXyf2tLMJ1KU+UQHcnOLadvWhrS0lzT237t3EGfPJjFkyLG6fXElDKWOXKqmcqo6RgV79rjRqpUZQ4dG6uxJYUO+vsobNKgZDg5WPHz4pmqdiYkR//d/3syZ04s2bb7TY3Sy+/fTSUrKwc3NXuudLgy9DA+GV47Xdx25lLqcAQllZop1dERVzhg6VEG/fgry8zXbSC9fNuGnnyR8feuWBtR0/mzaFE3bttakpY3S+Lu9ez05e/YJQ4bopv2pKsnJuRQWFleYRigiIoWBA1109r1Vtc8BHD0ah5vbPho3NlfmFQXEx08lKqp+n8jXjxTcSAAAtRlJREFUx7ExtLyrKi1b2jJ8eBsmTtxbr98LhnXuVFVf//LLCN57rx2dOweo6uxhYWkMGtSE2bPd8PO7ovVYDLUtviZyh4uxtGply9Ch/9HZKBeGmLdHRUn4+ORgZQW2tnL9+D//sSQqqoTkZInCQonwcM1rOyKihIEDtXvD09Db4UvVts4141V5BIwDhyv/HF1IT8/n9u0U3Ny0P2XiX5WpqanqdelMDCXKyo6RkVGFh/kLC/X3ALAgK8aolp0u6mdqYF2oUw+Jli1b6rTXkLW1tcYUJvVpxgxbHj8u5tAhdWOblVXphat5sRYXS6qegdp0/PgTunQ5q7Hu+++7EhmZzerVURqNJU+eyAnGkCGNcHAw48AB7XQA2TAFJvQAH394UMkUqzYWcORd+em8sZvkf2tSOjKneR375xw/nkSXLpoNed9/70FkZCarV9+mpETuVXvkyADy80sYO7byXqbatGFDXyZMaImPTyAPHmj2wLSykhOT+jp/Ss2YYa88l9XxrFqVzL//naax340brsydm8jBg7rrOWoEmCvgs8xi/p2j+VvccDBjbkYxB/Pkgt6FAomFDRQ0NYIk5a4jzI1IL5EI10Jhvabry8pK/lHq+/cqZW1tTNu2VvzwQ0Kl2xUKeTE3100w589n4u6uOX9x+/YWREfLNxJ/+CGZY8c0e80fOdKBH35I5vvvtTt3tCHFUt6MGY14/LiIQ4fUd9auXMmloKCEYcMasG9fhjJec1q1MuPCBe0PiSenhac01n3/fQ8iI7NYvfouUVE5xMbm4u6uOR1E+/YNCAjQ7TyfUHouW/LDD5oNnzNnOnPgwBOSkw2vwGtjA0eOQH4+jB0r/1sXG96ACX3B51N4UO6QX4mCgkIY1g32XZTXtXeBVk3hgnLExQu3YOEkaGoHScpTfUR3SM+GcO22/wPy0xfm5kY8eJBNbGwO7u42Gtvbt7chIEC383c/DTne+pnrT502x3HlSobyWm/Mvn3y+d2+vTWtWlly4UJavcRTnpERmFcyev5jZVI44xXIy4OjJ7X/3VVd66V69JDToPh43TRwlXX/vkR8vMSwYcaEhsqFUxsb6NvXiE2bdJfmbBgjd6Dw+Tc8qMXMHQrlUnr6WpnJo5CUbRcokeT32hrZvrJ8q77VpgyvDxs2DGTChDb4+BzgwQPdTv2nDVVd76V6dJNHuHmcXPU+z/7dcj7x2Wdh/Pvfmj06btwYzdy5Vzl4UDdPLRtCHbmsmsqpoL5p1a6dBUOGRJCSortRZgz1+qrMDz9EcOyYZmf/I0cm8cMP4Xz/vWFMjdKsWQMaN7YkPl77nbAMvQwPhleO13cdudT9+yjLGUaEhsoXlVzOULBpk/z+/feLWbRI/TcuLgqCgkyYOrWYkBBttGdUf/4kJxewebNmB8sbN3yYO/cmBw9Wfvx0qbCwhEuXEnF317xR1L59Q6KjdZPnVtc+V9aTJ3J6PWSIEw4OFhw4oIMKVjX0cWwMLe+qyowZ3Xn8OIdDh+7U6/ca+rlTWg6zspIrEZW3W+pmWixDbIuvSWmHi3btGjJkyH9ISdHdAwCGnLfn5EBOjoS9PYwcacJHH+VRWAiXLhXj7q6Zb7Zvb0R0tHY7yhh6O3xVqqpzzXgFduyq+wNaT8Pa2pS2bRvyww/6GXX2r6Zp06bcuKE5Kva1a9c0OmoI9a8IY4xr0emi6H91pIv/VgqF3Oli+/YMist09IuMLODOnQI2b3Zk3rwknjwpYfx4a0aMsGL0aO1P3pSVVczNm5qFu+zsYp48KVSt9/VtRkRENklJBfTrZ8+6dR3x93/A7dt1bxTY+DeY5gnjNsujWDjayuvTcyGvUO5wEfSe3ED86jawtZQXgKRMuZH4+c7gaAOXoiErHzq7wJoJcO4uRNdxiuSsrCJu3tRsMM7OLuLJkwJu3szAxsaEoKCBWFkZ8+qrF7G1NcHWVj7lk5LytT8Fy0Yvpk1zZdy442RmFuHoKB+M9PQC8vKKiYxM586dDDZv7se8eZd58iSf8eNbMmKEC6NHa/8pMCg9l+3Zvj1N41xOTCwmMbFiD/WHDwt58EA7DScrbIwJyC/hYbGEjULBNEsjfMwUjEwpIrEEEisZdu9hscQDZVhB+SWEF0n8YG/KRxlFOBnDFzYmbMwuRhu3a2q6vkxMFNy5k83mzV2YNy+SJ08KGT/egREjmjB6tPZ7i69Z046DB5OIjs7DxcWcpUtdKS6W2LUrgTZtLJk61ZGgoCckJRXQvLkFCxa0Jje3mMOHddCSDvj7JxAc3ImPP3Zhz54n9OnTgLfecuCtt+Se+ykpRRUq3YWFEgkJhdy+rd0KjCHFUpZ8fTVk+/ZUjesrI6OE775L5auvXEhJKSYjo4QNG1wIDs4mJET7nS7kc1mzMUadFsrr16y5x9Kl7oSGZnDtWjrTp7egQ4cGTJ58WevxrFnTloMHk4mOzsfFxYylS1srz2V1BbJtW0sGD7bjhRe0X1GwtgY3N/X7Nm2ge3dISYGYGGjYEFq2BBflQ0PuygF/EhLkeZhtbCAoCKys4NVXwdZWXgCSkp5+WoaNb8G0QTBuJWTmqkeoSM+BvALIyIHvjsNXMyAlS36/4Q0IjoQQZaeLoFAIfwQ/vA8f/QBO9vDFNNgYCAV1rOCtWNGVgIAEHj7MxsbGlGnTWuLj48DIkacBWLPmFkuXdiY0NI1r19KYPr01HTrYMHny+bp9cRWsrU1xc7NXvW/Txo7u3ZuSkpLHkye5LFzYlwMHooiPz6JJE0tmz+5Bs2YN+PnnyucEras1a9yVaXOuMm1uR3Ex7NoVT0ZGEd9994ivvupISkohGRlFbNjQieDgVEJC0ur83dbW4NZG/b5NK+jeBVJS4UkqLPwADgRCfII89OXsN6CZM/z8m/pvZr8BwX9AVjaM8IE1S2HB55Cuhfvt1V3rrq4WTJvmyOHDT3jypIhu3azx93fj9Ok0rl/Xzo0r+VpXNya2aaOge3eF8lqXWLu2iEWLTLhzp4T79yWWLTMlLk5i/351gt2ihYJGjaBlSwXGxtC9u/x5d+9KZD9lmBvHyiNVjPtRWW5WtqOl58nTgrRpCFO7QdAdSMqG5nawwBtyi+CwcjT7o3dhzSj5szZckDtaLPCWR5E7qYUZ4arKt0AejcnJyQQ3N7lFqWtXCzIzS3j4sJDUVO0+1VhTGV6OxxwnJwvc3Boo47ElM7OIhw9zSE3V/k2+jRsHMW1aO8aNCyAzs6BCOV6OyRInJyvc3OyUMTUmM7OAhw+zSE2tW+88a2twc1W/b9MaundVXu8psHAeHAgoc72/qbzef5X39+oDfT3l4XAzs6BfH/BfCT/uhrS0OoXGihU9CAiIK5NPtMbHx5GRI0+QmJhHYmLFstbDh9k8eKCbkUL0XUcur6ZyqomJgl9+aUevXlaMHn0bY2MFjo5yQ19KShGFhdpt0Da066u6fD0mJrPCjY/CwmISErK5fbsWPde0HE9KSh6ffdaPvXvvkJCQTdu2dnz55WDu3k3jyBHtjw5kaGV4+fv0W46vGI/+6sgV6xQKuneXVHWKtWtLWLTIiDt3JGU5w5i4ONi/X76mY8rde83KktffuyehjVmZa3P+JCZWzJsePszlwQPtT8kHNV/va9ZcZvfuFzlzJpaTJ2MYNao1Y8a44uOzR+ux1NQ+B+Dr60ZERDpJSXn069eUdev64O9/k9u3td8x1ZCODRhe3lUZudzane3bwyjWwmi3tWVo50519fXIyAzu3Mlk82ZP5s0LVbYzN2fECCdGjz5b84c/A0Nri4fS60vdaalNG3u6d3cgJSWX+PhsfvllHL16OTJ69F6MjY1wdJQf8E1JyaWwULsBGWLe/txzxigUcOtWCW5uRqxZY0FkZDHff1+ojKeA3bstOXOmmJMnixg1yoQxY0zw8dFu+6UhtMPXtc5Vaqg3uLaBf2/XSlhVWrNmGAcP3iE6Oh0XlwYsXTqY4uISdu0K1+0X/5cYOnQoa9asYceOHfTr148ff/yRGzdu0LNnz5r/WNCZQsxRUM3TI6r99DtCUl2ITheVGD7cilatTNm6VbMQUVQEL7wQx6pVTTh40IUGDYy4e7eQ6dMTCQjQ/o202nB3t2blSncaNTLlwYNcli+/h7//A6189jvKkbBOz9Vc77sDtl+EXi3AS3kz4N7nmvu0XiR3qsgthDcHgv9k+Sm+mFTYdw1W6WbqNA29etnj5SUPjXfv3kjN+FoHEh2t3d/snXc6AHD69PMa6319z7F9+12KiiReeOEoq1Z5cPDgMBo0MOHu3UymTz9LQIAWat2VGD7cWnkua38ev5o4GCnYYW+KszGkl0BYkcTIlEKO5dcuwSwBRqcUssnOhAtNTMmWYHtuMZ/W03CG8u91mVWr3Dl40IMGDYy5ezeH6dPDCAjQ/ugJzZubs2tXVxo3NiUpqYBz59Lw8rpEcnIhpqYKBg2yZ86cFjRsaEpiYgFnzqTSv/9lkpJ083TR5cvZTJhwh5UrW/Dpp824fz+fOXOi2bmzkiFvdMyQYilr+PAGtGplxtatFXuQzZ0bR0mJM3v3tsLc3IgjRzJ55x3dXOe1sW7dfSwsjPH370yjRqaEhmYwYsRFoqK0n3fJ53In5blcyLlz6Xh5XdV4Eu7115149CifoKA69r6rhKcnnDqlfu/vL/+7bRvMmCGPXLFtm3r77t3yv0uWwNKl0KsXeHnJ6+6pp08EoHVriH7KNvd3lCP6nv5Cc73vBtiuHG1g7vdyR8W9/5SnGjlyDd7Zot63pARGr4BNb8GFlZCdB9tPwae7ni6Wyjg4WLBjR1+cnS1ITy8kLCyNkSNPc+yY/ETjunW3sbAwwt+/J40amREamsaIEaeJitLNzTRPT0dOnZqieu/v7wPAtm03mTXrGB06NGL69M40aWLBkyd5XLqUwKBBuysMx6stzZtbsGtXdxo3NlOmzSl4eV0gOVnu/jd3bgQlJRJ79/ZUXuvJvPOOdp7O9ewBpw6q3/svl//dthNmfQgd2sH0v8mNAU9S4NKfMOhFCC8zDWyfXrB0ATSwhsg78PYH8KOW2m6ru9YtLIwYPrwhc+Y0x9ramJiYPPbuTeKLL7R308rT04hTp9QVNX9/ecqybduKmDGjkC+/LMLaGrZsMcPeHs6dK2HUqAKNkWs+/9wEX191dejaNfmJPx+ffE6ffroGuHeU6cbpNzXX+/4C26/KHS8GtYY5A6ChBSRmwZkH0P8buRMGwK0kGPMDfDYULsyS04U/42HUNkjQwoOO1eVbs2Y1ZskSR9X7s2flO02+vjFs366bm5/VmTXLlSVLOpaJx1sZz2W2b9fONHhlvfNOFwBOnx6vsd7X9wTbt99SxtSZJUt6l4lpfIV9npVnTzhVZmha/5Xyv9t+gllzoEN7mD6tzPV+FQaNUl/v+fnwt0mwZIH8JNb9aPDfCF99XaewAHBwMGfHjn44O1sq84lURo48wbFj9f+kdG3pso5cXk3l1GbNTBk3Tr4REBraVeNvfXzCOX26/kdVqc/rq7p8fcaMI1r9rrrG4+d3nG7dmjB9eifs7c2Ji8siKCiaxYuDKSio3yH1S9VnGR70X46vPB791JE9PRWcOqUuI/j7GwPGbNtWwowZxXz5ZYmynGGsLGdIjBpVVOcR8v7Karre9++/y6xZx/j44z6sXz+EW7dSmDTpIOfPa/8htpra5wDc3e1YudKDRo3MePAgi+XLw/D3182NLEM6NvDXyLuGD29Dq1Z2bN0aqvPvKsvQzp2a6usvvHCGVau6cfDgIGU7cxbTp4fobWTK+m6LB/D0dOLUqZdV7/395alPtm27zpIl5xk3Tp6rNTR0hsbf+fjs4vTp+h3ZBuo/b7ezU7BypQXNmytISZHYu7eIhQvzVCM07N9fxKxZeXz8sRnr11tw61YJkyblcv58/ZZ96qMdvq51rlIzX4PzF+GWjgfhad7chl27xtO4sSVJSTmcOxeDl9c2kpP1cx/yr2bkyJEsXryYjz76iLy8PF5//XVee+01rl8XI4XoUzHGtZxe5K870oVCKj+xzX+h+Ph4tmzZwltvvYWLi+6mTqgNSVJPyq5QBOgxEpkkqQuRinf0GIiS9C/1a4Vin/4CUQoLa8e+ffuYOHEi3bppf3SDpyVJvqrXCkWE/gJRkiR1Y50iTv+tC5KL+uaLIVxfYWHNy5w/9TvfbXmSNFz1WqEI0WMkMknqq3ptePGE6TESmSR1U71WKA5Ws2f9CAtrXeZc1m9nFwBJ8lG9Vuhm1MynUrYkpZiovzhKSWWyT4Vit/4CAcLCOpU5d47qNRYASfpA9doQ8gmNclijanasJ1KZ+ycKxSm9xVFK81rXzVOZTyMs7K76fN7VteY/0DFphfq14eVd+i3HS5I6MVYoNukxEllY2ED1uTPAAM6dMs8WKBQ/6S8QJUl6RfXa4NJmAyinhoVZlclL63eI9cpoXl9fVbNn/dDM2/Ubj2Ys+i/DS9IY1WtDyNfDwhobTP0YyteR9T/loSSVnZfc0M4f/V/rYWEjDLh9Tv/HRzP90W/epdm+slyPkcjCwsYa8Lmj3/o6gCRNVb3WdxkeypczvtRjJDJJ+kj12hDSZs32uVb6DgdJslW91nc5XqMMb1vNjvVEs86l/7QwLu511T1SZ2dnfYcj/I/JyMjAzs4O3/RVmNla1Lh/QUYe2+wWkJ6ejq2tAVzQT0GMdCEIgiAIgiAIgiAIgiAIgiAIgiAIgiAI/5+9+46Potof///adNJpafSOGGoCJNTQDArSlSsWmnoTwSsoX0FBgcsVEH8fIyB69YoUC4JXpAiJoQsEkSIJkNATCCEJCSGd9P39sWmbQkLY3Rmu7+fjsQ92Zyc7b2bOzDlz5j1nhMHpRrqoOS3hUR7pQpIuhBBCCCGEEEIIIYQQQgghhBBCCGFwf4XHixgt6aKwsJDExEQSEhKIj48nIyODnJwccnNzycvLw8rKCmtra2xsbHBwcMDd3R03NzdcXV0xN390V6gQQgghhBBCCCGEEEIIIYQQQgghJOmiTmJjYzlz5gyRkZHk5uZW+l5b7sHnmioexG5tbc3jjz9O165dadasmaHDE0IIIYQQQgghhBBCCCGEEEIIIYQJFNUy6aJIki4gJSWFXbt2ER0dDegnV1Sk0WjQarVVzpOTk8Pp06c5ffo0LVu2ZOTIkTRo0MBQYQohhBBCCCGEEEIIIYQQQgghhBDCBAowR1OLhIqCv3rSxe+//86+ffsoLCwsTaSoahSL8u73fclvREdH8/nnnzN48GB8fX0NEaoQQgghhBBCCCGEEEIIIYQQQgghTKAQc8xqkZbwl368yP79+zly5EiVyRb3G+2iOhqNpvQ3tFotBQUF7Nmzh6ysLIYOHfqw4QohhBBCCCGEEEIIIYQQQgghhBDCBHRJFzUnVPxlky4iIiI4fPgwgF6ixMMo//flfzMsLIzGjRvTtWvXh/p9IYQQQgghhBBCCCGEEEIIIYQQQhjfXyHpwqyuf3jv3j2Cg4MrjUwBZaNVPMyr4u9ptVpCQkK4d+/ew/6fhRBCCCGEEEIIIYQQQgghhBBCCGFkBZjX+vWoqnPSxbFjx8jJyQF0yRFarbZSwkRdX1D1yBm5ubn8/vvvdf7PCiGEEEIIIYQQQgghhBBCCCGEEMI0irCgsBavood7SIei6hx5REREaWIE6CdJWFtb065dOzw8PHBxccHBwQE7OzssLS0xNzfH3NycwsJCCgoKyM/PJzMzk8zMTBITE4mLi+PKlSvk5+eXjnBR8vtarZYzZ84waNCgh/xvCyGEEEIIIYQQQgghhBBCCCGEEMKYCjFH8z/+eJE6JV0kJyeTlpZWmmhRkhCh0Wjo378//fv3x9LS8r6/UZJ8YW1tjb29PQBt27YFIC8vj0OHDhEWFqb32wAZGRkkJyfTqFGjuoSOVtuuTn9nDFrtk0qHoEf7mdIR6NNqxykdAmfPni19r9VOUS6QKmi1jykdgh6th7XSIehRw/6lX36GKhiJPq22t9Ih6FFfPF2UDkGPVvu00iFUKMt+ygVShXIDYqmCdqvSEejTaicqunz9svOmgpFUpoZ6ojxtitIR6FPLvh4bG0tqaioREUpHAjdu3Ch9r12qYCBVUF/dpXw7voRWG6h0CPrHwnQFA6mCVvu80iHoUd2xWQXtVP26VD37FqixbldPPGpow5enhnpdrefHAFrt/fswTU195Uf5fUvd/XPKr5/y1FB3ldBq5ysdgsrLjrLn6xWpr53xttIh6FHDsVm/PDsqGEllamrHq++cS/ljYXx8vNIhCEEhZrVMuqjzQzoUV6eki8TERL3PJUkRAwcOZODAgQ8dlJWVFcOGDcPc3JzDhw/rjahRsvy6Jl0IIYQQQggh1C82Npavv/5a6TAqcXZ2VjoEIYQQQgghhBBCCCEeGQWYQy2SLgoecqSL5cuX88477/DGG2/wySefAJCTk8Nbb73FDz/8QG5uLv7+/nz22We4urqW/t2NGzcIDAzkwIED2NvbM3nyZJYtW4aFRe1TKeqUdJGeXjlVTKPR4OvrW5efq1a/fv04evRo6SNG7rd8IYQQQgghxP+O1NRUALy9vWnevLmywRRzdnamWbNmSochhBBCCCGEEEIIIcQjoxALNLVISyisW+oCACdOnOCLL76gSxf9EWFnz57Nrl27+PHHH3FycmLmzJmMGzeOo0eP6pZZWMiIESNwc3MjLCyM+Ph4XnrpJSwtLVm6tPbD3dYp8vz8/ErT7O3tsbKyqsvPVcvKygp7e3syMjJqXH5taX572KgejnZA2fsKA3goonw+i0bznXKBFCs/vK1Gc1C5QIpFRDQsfa/RnFYwEh2ttkfpe43msoKR6JR/XI9G85WCkehotS+XvtdojioYiU5ERNkwbxrNTgUj0R8CT23HnsUqCGhhuYA0mvXKBVKs/JCXGo3yY+pHRJRtI43mcwUj0Sk/VLxGo/zzPMoPwanRbFYwEp3yQ5QqXZ4jIrxK36tv3ait3lqvXCDF9I89ytZbABERLQFo3rw5Xbq0UDYY9Idv1WiUTwLXj0dt7Xhl9y/9fUv5Y09ERKfS9+orOzcVjERHq21a+l6jgiflaMs1vTSaKOUCKRahF4/yx2b984r1ygVSTL/uUvZYqH8cVNtx+WMFI9GJiBhW+l6jOa5gJDrlH8GgvrKstvWjfDwREbal7zUqGFG//ND1KujSqNC/q+w5strOj/XbYeuVC6SYmuotqFhXqK1/Rfm6q/zjg9RXng8qF0ix8o8vU3r/0t+31isWRwn9eO4pF0ixW7eUjkAIKMKcwlqMYlFUx5EuMjMzef755/nPf/7Dv/71r9LpaWlprF27lu+//57BgwcDsG7dOh577DF+//13fHx8CA0NJTIykr179+Lq6kq3bt1YsmQJc+fOZdGiRbXOf6jTg1GqGkojOzu70ogUD0ur1ZKdnV2r5QshhBBCCCGEEEIIIYQQQgghhBBCPQqLky5q8wLdUy/Kv3Jzc+/7+zNmzGDEiBEMHTpUb/qpU6fIz8/Xm96xY0eaN2/OsWPHADh27BidO3fWe9yIv78/6enpnD9/vtb/xzolXdjZ2VWaVlhY+EALro1z585RUFBQq+ULIYQQQgghhBBCCCGEEEIIIYQQQj0eNOmiWbNmODk5lb6WLVtW7W//8MMPnD59usp5EhISsLKywtnZWW+6q6srCQkJpfOUT7go+b7ku9qq05ARjRo10vus0WjQarX88ssv2NnZ0apVq7r8rJ5r166xa9cuNFWM0VZx+UIIIYQQQgghhBBCCCGEEEIIIYRQlwLM0Nbi0SGFxeNFxMbG4uhY9lw5a2vrKuePjY3ljTfeYM+ePdjY2Bgm2DqqU9KFu7s71tbW5OXlAbrHgGg0GnJzc/nmm29o1aoVnTp1okmTJjRu3Bhz85pXYkFBAUlJScTFxREZGUlMTEzp75ZnZWWFu7t7XcIWQgghhBBCCCGEEEIIIYQQQgghhIkUYkFt0hIKi+dxdHTUS7qozqlTp7h9+zY9evQo+43CQn777Tc+/fRTfv31V/Ly8khNTdUb7SIxMRE3NzcA3Nzc+OOPP/R+NzExsfS72qpT0oWZmRmPPfYYZ86cKU2KKEmQ0Gq1REdHEx0dXTp/vXr1sLOzw9LSEgsLC8zMzCgsLKSwsJC8vDyysrLIycnRW0b53yv/72OPPYaZWZ2eiiKEEEIIIYQQQgghhBBCCCGEEEIIE9E9NqQ2I13UPE95Q4YM4ezZs3rTpk6dSseOHZk7dy7NmjXD0tKSffv2MX78eAAuXrzIjRs38PX1BcDX15cPPviA27dv4+LiAsCePXtwdHSkU6dOtY6lTkkXAH369CE8PBwoe7xIxfclsrOzyc7OLv2+RMX5yiuZr/z8Go2GPn361DVkIYQQQgghhBBCCCGEEEIIIYQQQphIUS2TLooeMOnCwcEBT09PvWl2dnY0bNiwdPr06dN58803adCgAY6Ojrz++uv4+vri4+MDwBNPPEGnTp148cUXWbFiBQkJCSxYsIAZM2ZU+1iTqtQ56aJx48b07t2b33//XW+0C6DSI0HKf1cx0aKqeSv+VskoF7169aJx48Z1DVkIIYQQQgghhBBCCCGEEEIIIYQQJlKAOWZGSLqojaCgIMzMzBg/fjy5ubn4+/vz2WeflX5vbm7OL7/8QmBgIL6+vtjZ2TF58mT++c9/PtBy6px0ATB06FASEhKIiYnRS7won1hR1YgV1blfQkaLFi0YOnTow4QrhBBCCCGEEEIIIYQQQgghhBBCCBMpxBxtLdISDJF0cfDgQb3PNjY2rFmzhjVr1lT7Ny1atGD37t0PtVyzh/ljc3NznnvuOdq1a6c3MkXFR4jU9lWi/G9otVratm3Lc889h7m54bNbhBBCCCGEEEIIIYQQQgghhBBCPDo0Gg3btm1TOgxRC4WY1/r1qHqopAsAKysrJk2axNNPP42NjU2l5Ivyr6pUN59Wq8XGxoaRI0fy/PPPY2Vl9bChVhLgDuE9IK2P7hXWDYbXL/veWgOftoVkX8joC/99DFwsK//OZFfd79zrB4k+ur+pq/79YccOiIsDrRZGj9b/fuxY+PVXSE7Wfd+1a+XfcHWFjRshPh4yM+HUKRg3ru4xlRcQ0I7w8KdIS3uWtLRnCQt7guHDPQCoX9+KVau8uXDhabKzJ3L9+hhWrvTC0bGKlWYACxe2RKv103tFRfXSm8fHx5F9+7qSmdmftLR+HDrUDRubhy721fLwsOSbb1qSnNyF7OxuREQ8hpeXrd48HTvasH17a1JTu5KZ2ZU//uhAs2aGX0fR0S3RattVen36qe4RPa1bW7J1qzu3b7ciLa01mze74eJivIPZvHld+eOP0aSnv0Ri4vP8/PNQ2rd3qjSfj48L+/Y9RWbmZNLSXuLQoRHY2BgnLg8PK775ph3Jyb3IzvYhIqIbXl72pd+PHduAX3/tRHJyL7TavnTtameUOCqaO7ctWu3TBAU9rjfdx6c++/b5kpn5JGlpwzl0qI/BynNNxx6AxYvh1i3IzoY9e6BthWNd9+4QGgp37+qOUV98AXZ1XGVW9vb4BwXxRkwM72ZnM+3oUTy8vUu/X6jVVvnqM2dO2f/p3XeZdvQo72ZlMffu3boFUoV58zrzxx8jSU9/nsTEifz882Dat3fUm6d1awe2bh3E7dt/Iy1tEps3D8TFxcZgMZQXHd0RrbZLpdenn3pQv745q1Z5cOFCB7KzPbl+vSMrV3rg6Gi84+C8ed3544/xpKdPJzFxCj//PJz27Z1Lv69f35pVq/px4cJzZGe/wvXrL7ByZV8cHQ1fz1dl7tz2aLXjCArqUhyPJatWdeXChWFkZ4/m+vXhrFzZBUfHhxoMrFoBAW0ID/cnLW0caWnjCAsbwvDhbnrz+Pg0ZN8+PzIzx5OWNo5DhwYZ7TgYENCB8PBRpKVNIi1tEmFhTzF8eJPS762tzfn0094kJ/+NjIzn+e9//YxWlnXxqGv91KbuOnBgBFrty3qvzz/va/BYatpWr7zSngMHhpOWNgmtdgpOTqbZp0ooUXdVZG8PQUHWxMTYk53twNGjtnh7ly1Lq3Ws8jVnjnHWVU3xAHTsaMb27fVITXUgM9OBP/6wo1mzmkcIfFD3a8MDHDgwFK32eb3X55/3us8vPpya9q0WLewr7VclrwkTWhk8nvsde1q0sEWrnVjla8KEpgaPBdRVdszM4J//dOTaNTeys5tw5YobCxY46M2j1Tat8jVnjn01v1p7/b1gx2qI2wvaCBg9qPI8HVvB9lWQehQyj8Mf30Mzt8rzAez+rPrfqYvo6DZotY9Ven36qWvpPD4+9di3rzmZmR1IS2vPoUMtsLEx/LaqSlXH5n//uwtXrgwmO/spbt9+gm3betKhw8Nvq6rUpt3s6lqPjRv7Ex8/kczM5zl16mnGjWthlHjU1J9RUzwV7d49CK32eUaPNs5xB6B//ybs2DGauLhX0WrfZPToNnrfL1zoS1TUFDIzXycl5TX27BlPr17V7GwGoOtfaUNycg+ys3sSEdEZL6+yE8x161qj1fbWewUHdzBKLGpsh9W0fhYubEJUVBcyM71JSfFiz56O9OplvD6N+8VjYaFh+fJmRER0JjPTm7i47mzY0Bp3d8PsX/37wI7NEHcRtOkweoT+9wvfgaiTkBkPKddhz3bo5V31b1lZwZ9HdL/TtXMd4zFA3255u3dX30/zsJQ+PwZ1nQNKvVVTPK0IDx9CWtrTpKU9TVjYQIYPL2vztG5tx9atPty+PYK0tKfZvLkXLi7WRosH1FV31VSWXV1t2LixN/Hxo8jMHM+pU08wbpzx6vX7XTtp0cKm0nclrwkTGhslHvXtX8rW7f37m7FjhxVxcTZotfUYPbpyP8nixRbcumVDdrYNe/ZY0bat/jlE/frw7beWpKXZcPeuDV99ZVnnvng1mTJlSpXXja9cuVLl/PHx8Tz55JMmjlLUhSRdPIAePXowc+ZM/Pz8qF+//n1HsKgqEaP8/M7Ozvj5+TFz5ky8vLwMFWIlN3NhXjR4nQbvP2F/Kmx/HDoVXyMPagNPN4BnomBgOHhYw9ZO+r8xuwl80BKWx8LjJ2HoWfg1pe4x2dlBeDjMmFH990eOwNy51f/Gxo3QoQOMGgWdO8PWrbBlC3TrVve4Sty8mc28eWfw8grG2zuY/fsT2b59AJ06OeHhUQ8Pj3rMmXMaT89dTJlyjOHDPVi71ufhF1yNc+eycHMLK3316/dn6Xc+Po6EhHQhNPQuvXqdomfPU3z6aRxFRdr7/GLdOTubc/Roe/LztTz55BU6dYrkrbducvduQek8rVtbceRIey5cyMXP7xJdukSxZEkCOTmGj6lnz1jc3K6VvoYOvQnAjz9mYmurITTUA60WBg+Oo2/fm1hZadi504NaPAmoTgYOdGPNmkh8fHYwbFgwlpZmhIYOx9a27MTNx8eFkJDhhIbepFev7fTsuZ1PP400yjbTba/Oxdsrkk6d/uStt2L0tpednTlHjmQwd+51gy+/Ot7eTvz97y0ID0/Tm+7jU5+QkN6EhibRq9dhevY8zKefRlNUZJjl1nTseftt+Mc/ICAAeveGrCxdJ4F18bmTuzvs3QtXrui+Hz4cHn8c1q+vWzxPf/UVrYcN4+cXX+Tzzp25GhrKi3v34uChO7n8/9zc9F7bp05FW1RE5E8/lf6GuZUVkT/+yMnPP69bENXQleUL+PjsYtiwUCwtNYSGPlFalm1tLQgNHVa8f4XQt+9urKzM2blziFH2r549L+PmFln6Gjr0GgA//piGh4cFHh6WzJlzC0/PS0yZEsvw4Q6sXWu8k7qBAz1Ys+YcPj5bGTZsZ/G+PrJ0/Xh42OHhYcecOWF4em5mypQDDB/enLVr/YwWUwlv7/r8/e+tCA9PLZ2mq7tsmDPnLJ6ee5ky5RTDh7uydq1x2h83b95j3rwIvLxC8fYOZf/+22zf3o9OnXQnmj4+DQkJGUBoaAK9eu2hZ889fPrpFaPVXTdvZjFv3im8vHbi7f0L+/fHs337YDp1cgYgKKgnTz/djGeeOcjAgSF4eNiydauBrlRVGY+61k9t6i6AL7+8gJvbd6Wvt9/+w+Cx1LStbG0tCAmJY+nSswZfdk2Uqrsq+uqregwbZsGLL96jc+dMQkML2bvXDg8P3cHXzS1D7zV16j2KirT89FO+IvG0bq3hyBFbLlwows8viy5dMlmyJJecHMPHcr82fIkvv7yMm9tPpa+33z5t+ECK1bRvxcZm6e1Tbm7f8f77p8jIyCM4ONbg8dzv2BMbew83t+16r/ffP0tGRj7BwQkGjwXUVXbmznUgMNCOmTNTeeyxBObOTePttx14/fWyi/Rubrf0XlOnphTvW/ceevl29SD8IsxYWvX3rZvCkQ1wIRr8pkOX8bDkS8jJqzzvrBd0F60MqWfPGNzcLpW+hg7VnTf8+GMGoEu4CAlpRmhoFr16RdOzZwyffppitONgedUdm0+dSmXq1DM89tgB/P2Po9FAaKgPZkbIh6up3QywcWM/OnRwZNSofXTuvJ2tW6+zZctAunVrYPB41NafUZtjM8CsWR0rPY7XGOzsLAkPT2LGjP1Vfn/p0l1mztxP584b6ddvMzEx6YSGjqdRo3oGj0V3vv548fn6RTp1iuCtt27ona8DBAen4uZ2uvT13HNVd8Y/LLW1w2qzfi5dymHmzBg6dz5Lv36RxMTkEhrakUaNDH/xvKZ4bG3N6NHDjiVL4ujR4xzjxl2mQ4d67NjR3iDLt7OD8HMw462qv790BWbOgc6+0M8fYm5A6M/QqGHleVcsgVsPWb0bom+3xKxZhq+7Sqjh/BjUdQ4o9VZN8dxj3rxzeHntx9v7APv3J7F9uy+dOjlga2tOaGhftFotgwcfpm/fQ1hZmbFzp6/R+ppBXXVXTWV548bedOjgwKhRR+jcOYStW2+yZYsv3bo5GzyWEtVdO4mNzdGb7uYWxvvvR5ORUUBw8ENc3LoP9e1fytbturqiiBkzqjhxAd5+24J//MOCgIA8evfOLe6Ltyrtiwf47jsrHn/cjGHDchk5Mo8BA8z48kvjJV6Z0vDhw4mPj9d7tWqlfwNGXp5u3bm5uWFtbdwEL2EYhUXmtX49qgza0ra1tWXgwIEMHDiQ2NhYbty4QUJCAvHx8aSnp5OfX7lD09LSEkdHR9zd3XFzc6N58+Y0a9bMkGFV65cK9ceCGAh0Bx9HXULGdDeYdAEOpOq+n3oRLvSE3g5wPAOcLeBfLeHp87qEjRJns+oeU0iI7lWdb7/V/dviPgl+ffpAYCCcOKH7/MEHMHs2eHnBmTN1jw3gl1/i9D4vWBBOYGA7fHwa8fXXV5kw4XDpd9euZTJ/fjjfftsHc3MNhYWGbwwXFGhJTKy6YgoKasuqVTf58MMbpdMuXXr4jr/qzJ3rSmxsPtOmlV2gj4nRj+2DDzzYvTuNuXPL1uO1a1XH/7CSkwv1Ps+bZ8eVK3kcOnSPYcNsadnSku7dY8nI0PX4TZ6cyN27rRk8uB779hl+PT355K96n6dM+Y2kpBfw8mrE4cO6M9qgIB9WrTrPhx9GlM536ZJ+J6GhzJ3blNjYXKZNK+uUiYnJ1Zvn22+TAGjRwjSVtp2dOd9914NXXglnwYJ2et8FBT3OqlXRfPhhWbyXLj3EwaaCmo49s2bBv/6lu1sD4KWXIDERxoyBzZth5EjIz9d1KpR0CAQEwNmz0KYNXL1a+1gsbGzoNH48P4wezY3DumPKocWLaf/003gHBnLgvffISkzU+5sOo0cTfeAAqdHRpdMOLloEQNfJk2u/8Fp48sk9ep+nTDlCUtJzeHk15PDhRPr2daFlS3u6d99JRoau3ps8+TB3705i8GB39u2LN2g8lfd1B65cyeXQIV35mDCh7Jh07Voe8+cn8O23zTA3h0L9PzWIJ5/cpfd5ypT9JCVNxcurMYcPx3P+fAoTJpQdD65dS2f+/ON8++1Qo9UVULJ/efPKK6dZsKBj6fTz59OZMOF4uXiymD8/km+/9TZKPL/8ckvv84IFZwkMbIOPT0MiI9MJCurOqlWX+fDDC6XzXLqUYdAY9OO5WSGePwkM7IiPT2Nu3sxi+vR2TJr0GwcO6I7TU6ce5cKFsfTu3Zjjx5OMEI+61k9t6i6A7OwCEhON18aA+2+ryMhUVq6MBHQdGaakZN1Vno0NjB9vwejR9zh8WHdwW7w4l6eftiAw0Ir33sslMVF/fx492oIDBwqJjjb8cac28XzwgQ27dxcwd25Z++PatYLqfvKh3K8NHxmpa2tlZxeSmGiEq/ZVqGnfKirSVtqnxo5twZYt0WRlGX4d1XTsqbhexo5typYtsUaJRW1lp08fK7Zvz2H3bt06uH79Hs89V49evco68xIT9TMIRo+ux4EDuURHP3xDI+SI7lWdD16H3YdhblDZtGs3K8/XtQO8NRm8/wYJBx46rFJVt8PyOHQoG4CgIFdWrbrLhx/eKZ3n0iXjnP+Vd79j83/+U3Z+fP36PRYsuEBEhB8tW9py7Vq2QeOoqd0M0KePC4GBxzhxIhmADz6IYPbsTnh5NeTMGcN2+qutP6M2x+auXevz1luP4e0dTELCeIPHUF5ISAwhITHVfr9p0wW9z2++eYiXX+5Mly6N2L/fsAlxc+d6FJ+vXyudVvF8HSA3t4jEROMkT5antnZYbdbPpk139D6/+eYNXn7ZhS5dbNm/P92k8aSnF/LEE/rlZ+bMGE6c8KRZMytiYx/uuBiyR/eqzqYf9T+/+S68PBm6eML+Q2XThw+DJwbD+BfgqSceIh4D9O2CbgSMt94Cb29IMHCep1rOj0Fd54BSb9UUj35BXLAgksDA1vj4NKBJk3q0bGlH9+77ycjQtUsnTz7J3btPM3hwY/btM3z/Aair7qqpLPfp05DAwFOcOKErJx98EMns2e3x8mrAmTOpBo2lRHXXToqKqDR97NhGbNmSRFaWEToLUeP+pWzdHhJSREhI9ZnYs2ZZ8K9/FbBjh26el17KIzHRhjFjzNm8uZCOHTU8+aQ53t45nDqlBbS8/no+u3dbMWdOPvGG7X42OWtra9zc9Ne9n58fnp6eWFhY8O2339K5c2cOHDiARqPh559/ZsyYMcoEK2qtsMCcooKaEyq0tZhHrYw2vnizZs3o27cv48ePZ+bMmbz77ru89957vP3228yePZu3336b9957j3fffZeZM2cyfvx4+vbta7KEi4rMgImNwc4cjqWDlwNYmcHeciPSX7wH13PAt3jUo2HOYKaBJlYQ6Q2xvWHzY9BU4aSqsDCYOFE3vJBGo3tvYwMHDxp2OWZmGiZObIGdnQXHjlXdcHJysiQ9Pd9oF9HatatHXJwvV6/25ttvH6NZM93Kb9zYEh8fR27fzufo0e4kJPTh4MFu9O1b+XEWhjJqlBMnT2axZUsrEhM7c/p0R15+uSxtXqOBESOcuHQpl5CQtiQmdub33zswerTxYiphaQkvvODI11/rTqytrTVotZCbW7ZdcnK0FBVBv36Gz/StSsmQXCkpuhPxxo1t8PFx4fbtexw9+jQJCc9z8OAI+vZ1vd/P1NmoUQ2Kt1cHEhN7cvp0V15+2TjLqq01azqza9dt9u1L1pveuLEVPj71uX07l6NH+5KQ8AQHD/ahb1/DZ/lWpVWrspEsSqSnw/Hj4Our+2xtDXl5+ndg3Cu+VtKv34Mtz8zCAjMLCwoq3K5ZcO8ezav4MTsXF9qNGMGfa9c+2IIMpGJZtrY2K96/yk5ScnIKKSrS0q+fccuYpaWGF16oz9dfV38i4uRkTnp6kVESLqpenv76qXoea9LT84xWVwCsWdONXbsSanWir6u7CowaD5TUo82K69E7NG5sjY9Pw+J9fQgJCaM5eHAQffs2Mmoc+vG0Ko7nNl5eDbGyMmfv3rIztYsX07h+PRNfX+MMN1k5HvWsH6i+PD//fBuSkl7g7NlxLF3qTb16xj05qLitlKSWusvCQjd0dcXRw+7d09KvX+Xt4eKiYcQIC9auNc7Fz5ri0bULLbh0qYiQEFsSE+35/Xc7Ro823tDNJaprwz//fEuSksZz9uwIli7tZvRyXF5NdUWPHg3p3r0Ra9deNHosFY89lWOpT/fu9Vm79loVf/3w1FZ2wsLyGDLEmnbtdL/fpYsl/fpZExxcdYKOi4sZI0bYsHatcRKsytNoYMQAuHQdQj6HxIPw+3eVHx1Szwa+Xw4zPoDEypvUYMrOuVIBaNzYHB+fety+XcDRoy1ISGjHwYPN6dvX+Odb1R2bK7K1NWfq1OZcu5ZFbKxxkweh6n09LOw2Eye2on59q+L+i1bY2Jhz8KBxRpIpoYb+jJriqVfPnO+/78uMGSdMlhRXW5aWZrz6amdSU3MIDzf8hbRRo+oXn6+3JTGxB6dPe/Lyy5Xbn35+jiQm9uDChS589llLGjQwVT2qbDustuunhKWlhldfbUxqagHh4YZNrqpLPKA7Ly0q0pKaaqIT02KWlvDqFEhNhfByNy+7NIb/rIIXX4Vs4x8Oa1SvHnz/ve7Glgr3nBiEGs+PQX3ngFJv3S8emDixKXZ25hw7llLcF6YlN7fsInJOTlFxX5jpztnvx9h1V3lVnVOEhd1h4sTm5cpOs+KyY7y6pLprJxX16GFP9+4OrF1ruiv16tu/1NHHAtCqlQZ3dw1795bVkbq++CJ8fXWXdH19zbh7V1uccKGzd28RRUXQu7fxHiuttA0bNmBlZcXRo0f597//rXQ44gEVFljU+vWoMmnkZmZm1KtXj3r1THNRtzY8beFYd7Axg8xCGHseorKhmx3kFkFahbZ/Yh64FT++qXU9XbLGu83hjauQVqAb+WJPZ+hyCvKN376p0rPP6u48T0nR3Xmena17XuCD3Gl+P56ezhw79gQ2NuZkZhYwduxvREVVzpJv2NCa997rzJdfGmd4x+PH05ky5QIXL2bj7m7FwoUtOXy4O56eJ2jdWlfGFi1qyZw5VzlzJpOXXnJl376ueHqe4MoVw59BtW5tTWBgYz7++DZLlybQs6ctq1Y1Iy9Py8aNKbi4WODgYM68ea4sWBDP3LlxDB/uyNatrRk06DK//ZZp8JhKjBljj7OzGevX67bT77/nkJVVxIcfNuTdd++g0cDy5Y2wsNDg7m78w4JGA5984sORIwmcP6/LbGrdWvds6EWLejBnznHOnEnhpZfasm/fU3h6/sSVK4a9E6N1axsCA934+OM4li69Sc+e9qxa1Yq8vCI2bjRuw7sqEyd60KOHEz17Hq70XevWumceLVrUgTlzIjlzJo2XXmrGvn0+eHoe4soV43ZqlySVVjzRT0ws+27/fvj4Y5gzB1au1A2Rtny57jt39wdbXl5mJrFhYQx47z2SoqLISkzE87nnaOrrS0oVz27rOnkyeRkZRG3d+oD/s4enK8u9OHIkkfPnUwH4/fcksrIK+PBDb9599xQajYbly72wsDDD3d249d+YMY44O5uzfv3dKr9v2NCc995z4csvjXjFoRzd+unLkSO6ES6qjsmG997z4ssvI40Wx8SJTenRw5mePWu+tbVhQyvee68jX34ZXeO8deXp6cSxY0PK1aNHiYpKp3dvXaLeokWPM2dOOGfO3OWll1qyb58fnp4hXLlinHpCV6+PKBfPfqKi0ujWrQG5uYWkpelflE5MvIebm/HKstrWT4mq6i6A77+/wvXrmdy6lU2XLg348MNedOjgzPjxe+/za3VT3bZSiprqrsxMCAsr4L33rImKukdiopbnnrPE19ecK1cq3z0yebIlGRmwdatxRgeoKR4XFw0ODhrmzbNmwYJc5s4tYPhwC7ZurcegQdn89pvhL0Dcrw3//fcxXL+exa1b9+jSxZkPP+xOhw4OjB9fedsaWnX7VnnTp3cgMvKuUTvAqjv2VI6lNZGRaVUmZBiC2srO8uUZODpquHDBlcJCMDeH+fPT+f77qs+nJk+2JSNDy9atxr9i5dIAHOxg3nRYsBrmfgLD+8LWIBg0HX47pZsv6P9BWDjsOGjceMaMcShuh+mOy61b60YDWbSoEXPm3ObMmRxeesmJffua4+l5jStXjHN3/v2OzSUCA1uwYkUn7O0tuHAhk2HDfiffyB0YVbWbAZ599hCbNw8kJWUS+flFZGcXMHbsAa5eNc5dzGrpz6hNPEFBXoSFJbFjRxXDtyhkxIhW/PDDCGxtLYmPz2LYsJ+4c8fwCSG6/hVXPv44nqVLb9Gzpx2rVrUs7l/RJROFhKSydWsK0dG5tGljw9KlzQgO7oCv73mjPMJHTe2w2qwfgBEjnPnhh7bY2poRH5/PsGEXuHPH8G2f2sZTwtpaw4cfNmfTpjtkZJgm6WLEcPjha7C1hfgEGDYG7pQ7RV3/b/j313DqT2jR3CQh3VdQkO6mupLRRg1JbefHoM5zQKm3qovHkWPH/LCxMSuO53eiojJISsolK6uQDz/05N13zxf3NXsW94XZGDWmmpiq7oL7n1M8+2wYmzf7kpIytlzZOcLVq8Ypx/e7dpKZqX/snT7dncjILI4dM2z/e3XUtX+po24vz81N90yeiqN1JiZqS/vi3dw03L6t/31hoe6aYMnfP8p++eUX7O3LHmn55JNPAtCuXTtWrFihVFjiIRUWmKGp1UgXj27i0KObLmIgF+9Bt1PgZAETGsGGDjAwoua/A13ChZUZ/OMq7CnuH3zuAiT4wCBnCK26z9DoliwBZ2cYMgSSk3XD/2/ZAv37w7lzD//7Fy+m063bbpycrJgwoTkbNvgycOAevQafg4MFu3b5ERmZxqJFtVyhDygkpOzs6OzZLI4fz+D6dR+efbYxUVG6zP0vvrjF+vW6TMgzZzIZMqQ+06a58e67hj9ZMDODkyezmT//VvHy7uHpWY+AgEZs3JiCmZmustu+PY1PPtF1GIeH36NPHzsCAhoZNeli+nRHgoOziI/XNaiSkwt55pkEPv+8Mf/4hzNFRbBpUwanTuUY5ZmIFa1Z0xdPz/r067ezdFrJ+vniiwusX38ZgDNn7jBkSBOmTWvPu++eNGgMuu2Vyfz5N4qXlYWnpy0BAW4mT7po2tSGlSs9GTbsmF5GeFmsJevmOuvXxxbHe54hQxoxbVoz3n33QqW/MbXISJg8WZd4sWyZrpG3apVuCMy6dHj9/OKLjPr6a966dYuiggLiT5/m3KZNuHtVfo5o92nTOPvddxTmVj+SgrGsWeNTXJZ3l05LTs7lmWcO8vnnPvzjH49RVKRl06ZoTp1KNvr+NX16A4KDM4iPr9yR5uBgxq5drYiMzGHRIiPcKlOFNWsG4OnZgH79tlX5vYODJbt2PUVk5F0WLTLsPl6iadN6rFzZhWHDjlS5f+nHY8GuXX2IjExn0aIoo8QDcPFiBt26heLkZMmECU3ZsKEXAwceKH2W+hdfXGX9el09debMGYYMcWXatFa8+65xniOpq9d3FNfrLdiwoT8DBwYbZVm1i0dd66dEVXUXwH/+U3bn/blzd4mPz2b//hG0bu3AtWuG7Rioblsp0SmgxrrrxRfv8fXX9bh1y4GCAi2nTxexaVM+Xl6VT+imTbPku+/yMWbVcb94Ssrz9u0FfPKJLrEpPDyPPn3MCQiw4rffDH/B+n5t+P/8p6xz9ty5VOLj77F//1Bat7bn2jXjJjRVt2+VsLExZ9KkNixZcsaocVR37Cl/jqOLpTlLlhgvURDUVXaefbYezz9vy6RJKZw/n0+3blZ88okTt24VsnFj5bulp02z47vvso26b5UoXRcH4JPiodrDL0KfbhDwrC7p4mk/GNwLuj9r/HimT3cmODiztB1WdhxMLU3EOHPmNkOG2DFtmjPvvmv4c46ajs0lvvsujj17knF3t2bOnDZs2eJF375Ha2wrPYyq2s0AS5Z0x9nZiiFDfiU5OYcxY5qzZYsf/fvv5ty5VIPHoZb+jJriadvWgcGDXeneXbk2WVUOHIilW7dvadSoHq+80pktW0bSu/f3JCUZ9tijO1/PYv58XcLJmTPZxefrLqUX8TdvLusTOnfuHhER2Vy71g0/P0eDPz4D1NUOq836AThwIJ1u3c7SqJElr7zSmC1b2tK793mSkgybeFHbeEA3mtOWLe3QaCAwMMagcdzPgd+gWz9o1BBemQxb1kPvwZCUDK8HgIM9LPs/k4VzX08/DYMHQ/fuhv9tNZ4fgzrPAaXeqi6eDLp121e8rZqwYYM3Awf+RlRUBs88c5zPP+/GP/7Rprgv7CanTt01SV/z/Ziq7oL7n1MsWdK5uOwcIDk5jzFjmrBlSx/699/PuXOGr0vud+3k66/LRo6wsTFj0iRXliyJMXgM1VHX/qWOul3oGzRoEJ9//nnpZzs7O5577jm8qrg2IB4dhQXmtUy6eHQfL/KXT7rI18LV4sTG05nQ0wHeaAKbk8DaDJzM9Ue7cLWChOIbPuOL/40sd6Necr7u1VyhR4y0bg2vvw6PP667CAoQEaFLuJgxAwIDH34Z+flFpRmYp0+n0LNnA954oyMBAX8AYG9vQUjIYDIy8hk79hAFBaZpWKWlFXDpUjZt29Zj//5UACIj9TsCo6Kyad7cONm18fH5REbqZ8lGReUwfrwzAMnJBeTna6ucp18/e4yleXMLhg61Zdw4/eHB9uzJpm3b6zRsaEZBAaSlFREf34pr14z7PNTVq30ZObIZAwb8Qlxc2faJj9e9j4xM1Zs/KiqV5s0Nv37i4/OIjNRvXEdF3WP8+IbV/IXxeHk54+pqzenTA0qnWViYMWBAQ2bObEmHDrq7DyIj9S/eRUVl0Ly58UcOKnl2qKur/nNEXV3hzJmyz5s26V4uLpCVpXvUyJtvwrU6jL5999o1Nvj5YWlri7WjI5kJCYz/4QfuVvix5v360ahjR/47ceKDL+QhrV7du7gsB+uVZYA9e27Rtu1WGja0pqBAS1paHvHxE7l2zXh3hzRvbsnQofaMG3e90nf29maEhLQiI6OQsWOvU2CcG7v1rF7dj5EjWzBgwDbi4irf0W5vb0lIyMjiuiKEggLjdPLr9i8bTp8eXDpNt381YubM1lhbb6OoqKTu6ktGhu5ODWPWXfr16N3ierQ9y5frOrIiI/U7iaOi0mne3M7I8WQUx3OHnj0b8cYbndi8ORpra3OcnKz0Rrtwda1HQoLx7mBW2/qB6uuuqhw/rruI1rato8GTLqrbVgEBxwy6nNpQY9117ZoWP79sbG3B0VFDQoKWH36ox7Vr+seXfv3M6djRnIkTjXsn/v3iSU7WFrcL9e8wiooqqvJxKIZQUxu+vOPHdRdI2rZ1MGrSRW32rQkTWmFra8HGjZeNFgdUf+wJCChLCpwwoSm2tuZs3Bhj1FjUVHY++siJ5csz2LxZt7+cO1dAixbmvPOOQ6Wki379rOjY0ZKJEw37vOXqJN/VjewYWWFEx6hr0K/4QtXgXtCmGaQe1Z/np4/h8GndiBiGoDvnsmPcuLIRCUqSLyIj9TNQoqLyaN7c0jALrqCmY7O19S6KiiA9vYD09AKuXMni99/vcvfucMaOdeOHH27d59frrrp2c+vWDrz++mM8/vi20vPAiIi79O/vyowZjxEYaPj6TW39GdXFc+9eIW3aOJCa+oze/D/91J/Dh5MYNMjwI2rVRnZ2AVevpnL1airHj8dz6dJUpk/3ZPnyEwZdjq5/parz9eofUxYdnUtSUj5t29oYJelCTe2w2q6f7Owirl7N5erVXI4fz+TSpa5Mn+7C8uWG3ddrG48u4aItLVpYMXjwBZONcgG6UYCvXtO9jp+AS3/C9Jdg+ccweAD49oLcCoNynDwE322BKQEmCxPQJVy0aaN7BEp5P/0Ehw/DoEFV/lmtqPH8GNR3Dij11v3i0XL1alZxPKn07FmfN95oS0DAn+zZc5u2bUNp2NCquC8sn/j4p7h2TdkRm0xVd0H1ZXnFiihef70djz8eXFqeIyJS6d+/ETNmtCUw8JTBY6mo/LWT8iZMaIytrRkbN5rmBi317V/qqNvLS0jQ7ceurprS9yWfz5zRls7j4qI/ooW5OTRogN7fPKrs7Oxo27ZtldPFo6ugwBxNviRd1El2tu6AWa9ePTSaug1nk5WVRXJy5WHoWrRo8VCx3Y+ZBqw1cCoD8opgSH3YWhxC+3rQwgZKRlk6WvxvB1uIK74WUd8CGlnCddPfcA3ohsmDyneWFxaW3QlkaGZmGqytdT/u4GDBr78OJje3iFGjDhn1TpmK7OzMadOmHt98k0hMTA5xcbl06KDfiGjfvh7BwcbpBDx6NIsOHfQTOtq3t+b6dV3hyM/XcuJEFh06WFeYx6Z0HmOYOtWR27cL2bWr6mG879zRbaNBg+rh4mLOjh3Ge1TF6tW+jB3bEj+/XcTE6Hfgx8RkEheXRYcOTnrT27d3JDjY8I3zo0czqthe9biuwM67b18Snp4H9aatW9eNCxcy+fDDK1y7lk1c3D06dNBPPmnf3p7gYOM/Zy46GuLjdaPnhIfrpjk4QO/eUC7htNTt4pCmToWcHNizp+7Lzs/OJj87GxtnZ9r6+7Pn7bf1vu8+fTq3Tp4kMcK4mfwVrV7dm7Fjm+PnF1KpLJd3546uPA0a5IaLiw07dsQaLaapUxtw+3YBu3bpd0Y4OJjx66+tyM3VMmpUDLm5xm94r17dj7FjW+Hnt4OYmMoXnR0cLPn115Hk5hYyalQwubnG62zT7V/6ndLr1nlx4UIGH354iaKikrqrb3Hddf87Q42hpB6NickiLi6bDh0c9L5v396B4GDTPVdTF485p07dIS+vkCFD3Nm69XpxLI60aGFf7TNkjRePcuvnfnVXVbp10yXvxccbf2j9km2lBDXXXdnZkJ2txdkZ/P0tePtt/YTX6dMtOXmykIgI0+zrVcWTnw8nThTSoYN+A719ezOuXzdNB0n5NnxF3brpLpIYsxzXdt+aPr0DO3bcIDnZOEMAV6eq9TN9emt27LhFcrJp2otqKDu2tppan1tOn27HyZN5REQYN4m7RH4BnDgPHVrqT2/fAq4XVwvL18JXFZ5Ad24rzP4Idh4yXCxTpzoXn3OVleWYmHzi4vKrOP+zIjjYOMlMNR2bqxqBTqPRoNFUfzx4WPdrN9va6uqwinfAFhZqjdZ/UZFa+jMqxrNwYQRffaU/RPy5cyOZPfs0O3eq53EjungN37VY9fm6zX3P15s0saJhQwvi443Xv1Keku2wuqwf0B27ra0NP+R4beIpSbho186GQYOiSEkxwZ0A96FbF7r3/3gbFiwp+87DHUK3wcQpcNw4AzLe1/Ll8NVX+tPOnYPZs2Fn1QOD1dqjcH4Myp4DSr31oPFQqQ1x547uODxoUGNcXKzZscN0/Rm1Yay6q/plmWFrq1te1WXHNI+CKH/tpLzp093ZseMOycnGb8M/GvuX8hd7o6O1xMdrGTLEnPBwXX2p64s34/PPddvp2LEi6tfX0KOHhtOndets8GAzzMzg+HHTHwuEqA1toQXawlocf2szj0oZLPK0tDROnTrFpUuXSE5Opqj4bN7CwgJ3d3c8PT3p1q0blpa1v6Pj6tWrbNu2rdL0999/3yAxL20JwXfhRg44mMMkF/BzAv8bkF4IaxPg49aQkq/7vLoNhKXB8eLrR5fvwbZkWNkGXr0M6QWwrBVcyIYDqXWLyc4OyidwtWoFXbvqnsUUGwv160Pz5uDhofu+QwfdvwkJkJgIFy7A5cvwxRcwZw7cuaN7vMiwYTByZB1XVDlLl3YjOPgWN25k4eBgyaRJLfHzc8Xffz8ODhaEhg7B1tacF174DUdHSxwddds7KSnX4EOJffRRG3buTOb69Vw8PKxYvLglhYVaNm26Xfx9LIsXtyQ8PIszZzKZPNmVjh1tmTDhvEHjKBEUdJuwsA68844rW7ak0quXLa++2ohXX71RLuZENm9uxW+/ZXLgQCbDhzvy9NNO+PldMkpMGo0u6WLDhnQKK1zTnDLFkaioPJKSCvH1tWHlysYEBaVy6ZJxGlhr1vRh0qQ2jB69h4yMfFxddQkxaWl55OTogvvoowgWL/YiPPwOZ86kMHlyOzp2dGbChH0Gjyco6BZhYZ15552mbNmSTK9e9rz6qiuvvlp2q1z9+hY0b26Nh4cVQGkST0JCHomJhltPmZmFnD+vf2E6K6uAO3fySqd/9NFVFi/uQHh4OmfOpDF5cjM6drRnwgTD9ADUdOz55BNYsEB3fImO1j3G6NYtKH+InjFD98zRzEzdMeejj2DePEirw4hsbZ54AjQa7ly8SIO2bRn20UckX7jAmXXrSuexcnCg0zPPEPrWW1X+hmOzZtRr0ACn5s3RmJvj2rUrAClXrpCfVffkojVrfJg0qTWjR+8jI6OgyrI8ZUpboqLSSErKwde3MStX9iIo6DyXLhnn2Yi6fb0+Gzbc1dvXHRzMCA1tha2tGS+8cB1HR3McHXXfJSUVGOVZx2vW9GfSpHaMHh1MRkZepfXj4GBJaOjT2Npa8MIL+yrUFYZ/xFFmZgHnz+uv97L9K7247upXXHf9jqOjBY6OFsXx5Bp8HS1d2png4IRy9Whz/Pxc8PfXXfn56KOLLF78OOHhqZw5k8rkyS3p2NGBCROO1vDLdY2nB8HBccXxWDBpUmv8/Nzw9w8lPT2ftWsv8/HHPUlJySU9PZ/Vq3sTFna7dDQHw8ejrvVTU93VurUDkya1YffuWO7cyaVLlwYEBflw6FA8Z88aNsnzftsKdCOQuLnVo21bXYdk587OZGQUcONGJnfvGv7igxrqroqeeMIcjQYuXiyibVszPvrIhgsXClm3rqzOdnCAZ56x5K23jH8Bv6Z4Pvooj82b6/Hbb4UcOFDA8OEWPP20BX5+9x9NpS7u14Zv3dqeSZNasnv3reJy7ExQkBeHDiVy9myqwWOB2rULAdq0cWTAADeeeupXo8RRoqZjjy4WewYMaMxTT/1m1FhAXWVn584c5s934MaNQs6fz6d7d0vefNOer7/WX5aDg4ZnnqnHW28Zdiheu3rQtnnZ51ZNoGsHSEmD2AT4aD1s/gh+Ow0H/oDhfeHpgeBXPIJF4h3dq6Ib8RATZ5gYde0wZzZsSK10zvXRR3dYvLgx4eE5nDmTw+TJznTsaMWECamGWXgFNR2bW7WyZeJED0JDk0hKyqNpUxvmzWvLvXuF7N5t+IS4mtrNFy6kcflyOl984cucOSe5cyeXMWOaM2yYByNHGn4kBzX1Z9QUT2JiDomJleuqGzeyiIkxzo0SdnaWtG3rXPq5VSsnunZtTEpKDnfu3GP+/N7s2HGN+PhMGjWqx4wZ3WjSxJ4ffzR8f0ZQUAJhYZ145x0Ptmy5U3y+7sKrr0YXx2rGwoVN+OmnuyQk5NGmjQ0rVjTnypUcfv3V8EOCq60dVtP6sbU1Y/58D3bsSCU+Po9GjSyYMcOVJk2s+PFHw9+IVFM8FhYa/vvfdvToYcvIkZcwN9fg6qrbv1JSdKPCPgw7O2jbuuxzq5bQtTOk3IU7KTB/DuwIhvgE3eNFZrwCTdzhx59188dWyGPKLN7FrkZDXB0GBXnYvt2SV0U3bkBMzIPHU57azo9BXeeAUm/VFM/jxdvqXvGxsBl+fo3x99dtiylTWhAVlU5SUh6+vg1YubILQUFXuHTJeCPnqanuul9ZvnAhncuXM/jiC2/mzAkvLjtNGTbMjZEjDxs8Fqj52glAmzb1GDDAiaeeMu7jWkGN+5eydbuurihLuGnVSkPXrpriukLLJ58UsGCBBZcvFxEdrWXJEktu3dKybZvuhOPCBS3BwYX85z9WBATkYWmp4dNPLfnhh0Li1ZXnJESZAnPdqzbzPaIMknRx9OhRDh06REFBAVqtfoWen59PbGwssbGxHDp0iBEjRvDYY4/V+rcr/l5dR82oiosVbOwA7laQVgARWeB/Fvam6r6ffRWKgJ866R418utdeK3CqLYvXYSgNrDrcd28h9Jg+Dmo60he3t5w8GDZ56Ag3b/r1+vuGh81Sve+xObNun8XLYLFi6GgAJ56SpcVvXMn2NvDlSsweTIEG+BRoC4u1mzc6Iu7ez3S0vKJiLiLv/9+9u5NYOBAF3x8GgFw9epovb9r2XIb168btmOgaVNrNm3qRMOGliQl5XPkSBo+PqdLszJXrryJjY0ZQUFtaNDAkvDwTIYNi+DaNeN0sp88mc3YsVdZtqwJ77/vTnR0HrNm3eT77++WzrNtWxoBAbG8844rq1Y14+LFHMaPv8bRo8bpNBk61JYWLSz5+uvKF3o7dLBk2bKGNGhgTkxMPh98kEJQUKpR4gB47bVOABw6pJ/9M2XKITZs0O1YK1eex8bGnKAgHxo0sCY8PIVhw4INPjw7wMmTmYwde4Fly1rw/vvNiI7OYdasaL7/vuxC4qhRDVi/vl3p582bdWfCixbdYPFi441YUJWVK6OL183jxeU5nWHDfufaNcN0rtd07FmxQtcY/PJLcHaGI0dg+HD0ntfdq5fuOGRvr0sA+/vf4dtv6xaPtZMTQ5Ytw7FpU+6lpBD100/snz+fonLPxfD829/QaDSc27Spyt8Y9M9/0m3KlNLPAcXPQlnv58f1Q3W/tfG11zoCcOjQk3rTp0w5woYNurvROnRwYtkyLxo0sCImJpMPPoggKMh4z38fOtSeFi2s+Ppr/Q60Hj3q4eOjG3bt6tWOet+1bBnF9euGT7J67TVPAA4dGqM3fcqU/WzYcJEePRrj4+NaHNPzFWL6luvXDb+/30+PHs74+DQojse/QjwhXL9u2AtYLi42bNzYG3d3m+J6NBV//0Ps3avrVVu58lJx3dWdBg2sCA9PZdiwQ1y7Zpx6QhdP/+J6Pa+4Xg9l717dGdrs2ScoKtLy00+DsLY249dfb/Haa78bJZayeNSzfmqqu/Lyihg6tAmzZnliZ2dBbGwWP/0Uw7/+9afBY6lpWwUEdGDRom6l8x8+/FRxrGXHJlMzdt1VkZOThmXLbGjaVENKipaffipg/vwcvUcq/e1vlmg0sGmT8e/iqSmebdsKCAjI4Z13rFi1yoaLF4sYP/4eR48afvSf+7Xhmza1ZehQN2bN6liuHMfyr38Zr+OtNu1CgGnT2nPzZhahoca9q7umY48ullbcvJlNaGjCfX7JMNRUdl5/PZUlSxz57DNnXFzMuXWrkC++yOKf/9Q/v/jb32yL9y3D7t/ej8PBr8s+BxUPerZ+O0x9D7bth4Al8M50WDUXLsbA+DfhqOEPw9UaOtSu+Jyr8oXelSvvFtdbrjRoYE54eA7Dht0w+iMdq5OTU0j//g2YNas19etbkpiYy2+/3aFPnyMkJRn+wnBN7eaCAi1PPbWH5cu92LlzCPb2Fly5ksHkyYcJDjZQVkw5aurPqCkeJXh7u3Lw4LOln4OC/ABYv/48AQF76dixAZMnP06jRjbcuZPDiRMJ9O+/mcjIKjKbHtLJk1mMHXuZZcua8f77TYiOzmXWrOt8/71uWYWFWrp0sWXy5MY4O5tz61Y+oaFpvPdeLHl5hr/QqLZ2WG3WT8eO9Zg8uTGNGllw504BJ05k0b9/ZKXHgJginiZNLBk9uj4A4eGd9f7Wzy+SQ4ce7hzQuzsc3F32OWiZ7t/130HALOjYHiZP0iVc3EmBE6eh/3CIvPBQi60+nofs21WSqc+PQV3ngFJv1SYe73LbKh1//6Ps3au7iN+hgz3Llj1e3BeWxQcfXCQoyLjnomqqu2oqy0899RvLl3dh587+xWUnk8mTjxtt1Jaarp0ATJvmxs2buYSGGv/xgOrbv5St2729zTh4sGxEvKAg3U2f69cXMHVqPitWFBT3xVsV98UXMXx4nl5f/PPP5/Hpp5bs22dNURH89FMh//iHMucZQtTKXyDpQqOtmNXwgEJCQvjjjz/0kiMqJkZU/K5Xr174+/vXmEARERHBzz//XDqfVqtFo9E88EgX8fHxfPnll7z66qt4XHZ/oL81NG3Zo1UxYP5InZXf+hrNd8oFUkyrLbsAp9EcVC6QYhERDdm6dSvjxo2jSxflKyyttkfpe43GuM+1rg2ttiwhQaP56j5zmoZW+3Lpe43GOHc9P4iICMdy5SdG0Vi02qdL36vt2LNYBQEt1Kun1isXSDGtdkrpe43GtI9OqUpEhKZcWT6idDhotYGl7zWarfeZ0zS02nGl7zWazQpGoqPVTix9r3R5jojwKld2jJd4VFv660Zt9dZ65QIppn/secixiw0gIqJlufJjvMcL1pZW61j6XqMxzshFD0I/HrW145Xdv/T3LeWPyxERnVRclpV/TIFW27T0vaaLgoEU05Zremk0UcoFUiwiokA15xRQ8bxivXKBFNOvu5Q9FuofB9V2XP5YwUh0IiKGlSvLxknAfBBabe/S9+ory8eVC6SY/vpRPp6ICNuy8tO3c81/YGTack1BFXRpVOjfVfYcWW3nx/rtsFNKh6Oqegsq1hVq619Rvu7Sat8sfa++8mz4xJEHpdX6lb5Xui7V37fWKxZHCf14jP/42ZrcupVaeo3U3V3Za6Tiryc9PR0nJyc4lQb2jjX/QWY6eDmRlpaGo2Mt5leRhxrp4s8//+T48eOlzwAtryTRouJ3Wq2WP/74g7S0NCZMmIC5+aObsSKEEEIIIYQQQgghhBBCCCGEEEKIahQUv2oz3yPKrK5/mJ2dTWhoaKWEipJXddM0Gg1arZaLFy/yww8/UFjxoadCCCGEEEIIIYQQQgghhBBCCCGEePQVPMDrEVXnpIs///yTnJwcgEqJFlA2wkX5kS5K5itJvLh69SpbtmyhqKjoIf4LQgghhBBCCCGEEEIIIYQQQgghhFAdSbqo3pkzZyo9UgSolGRR3fSSxIvLly/z888/1zUMIYQQQgghhBBCCCGEEEIIIYQQQqhRAZBfi9cjnHRhUZc/unfvHsnJyaWJEyXKJ1XY2dlRv359cnNzuXv3LgUFBaWJFxVHvDh//jy2trY8+eSThvlfCSGEEEIIIYQQQgghhBBCCCGEEEJZhcWv2sz3iKpT0sWtW7f0PpdPpHB2dmbkyJG0adOm9PucnBzOnDnDoUOHyMnJqTLx4sSJE9jZ2TFgwICH+x8JIYQQQgghhBBCCCGEEEIIIYQQQnm1fXTIIzzSRZ0eL5Kenl76vvwjRhwcHJg+fbpewgWAjY0NPj4+BAYG4uHhUZpsAfqPGjl48CCnTp2qS0hCCCGEEEIIIYQQQgghhBBCCCGEUJOCB3g9ouqUdJGTk6P3uSRxYsiQIdjb21f7d46OjkyePJlWrVrpJV5A2WgZu3fvJioqqi5hCSGEEEIIIYQQQgghhBBCCCGEEEItJOmiavn5+ZWmaTQaHnvssRr/1srKiueee44mTZrojXJR8htFRUVs3bqVmJiYuoQmhBBCCCGEEEIIIYQQQgghhBBCCDUopHYJF4VKBfjw6pR0YWlpWWmanZ0dVlZWtf77559/nsaNGwNUSrwoKCjghx9+ICEhoS7hCSGEEEIIIYQQQgghhBBCCCGEEEJpMtJF1apKrigqKnqg36hXrx4vvPACjo6OQOXEi9zcXH7//XeA0ulCCCGEEEIIIYQQQgghhBBCCCGEeET8BZIuLOryRw4ODpWmZWdnU1RUhJlZ7fM4HB0defHFF1m3bh3Z2dmliRcajUYvCcOQtAMM/pN1prZcEq32eaVD0KPV+ikdAmfPni19r9X2UDCSyrTadkqHoEerfVnpEPRotX2VDqFC+XlawUj0qe3Ys1BlAWm1U5QOQY9W20XpECqU5UAFI6lMqx2ndAh6tNqJSoegR+nyrF921LZu1FZvTVE6BD1qqLf0y4+jgpFUpr541NaOV8/+pYZjj7rLclOlQ9CjjVA6An1abc2PUDU2tZ5TgBrrLvUcC9USS2xsLKmpqUREDFM6FG7cuFH6XqvtrWAklamvLKtt/Sgfj96xMF3BQKqgsi4NVZ0jq68dNkW5QKqglrqihJrKDoBW+6bSIQDl69JOSodSoS71Uy6QKqhp/1JTLABabT2lQyA+PlXpEISA/OJXbeZ7RNUp6aJ+/fpVTr958ybNmzd/oN9q2LAhzz//PBs2bCAvL88kiRdCCCGEEEIIIYQQQvyvio2N5euvv1Y6jEqcnZ2VDkEIIYSoFalLhRDCgAqLX7WZ7xFV56QLMzOzSgkRly5deuCkCwB3d3eee+45vv32WwoLCyXZQgghhBBCCCGEEEKIOkpNTQXA29u7Tn11xuDs7EyzZs2UDkMIIYSoFalLhRDCgAqp3aND/mpJFxYWFri4uJCQkKA3IsW5c+cYMmQIGo3mgX+zRYsWTJgwgS1btpSOdGGMxAuNZrHBf/NBaLULS99rNF8pGIlO+aF/NZoPFIxER6udX/peDfFERIwqfa/RrFAwEh2t9u3S99nZ2QpGomNra1v6XqNZr1wgxcoPHaaG7RUR8WTpe6W3l/62UvY4CBWPhWqL52MFI9EpP4Si2sqyGuJR97FQ+bpLvy5Vdv+KiCgbnlR960Zt8WxWMBKd8sP/ajSrFYxEJyLCr/S9RnNUuUCKlX90mdL7FlSsu5TfXlrt66Xvla4rytcTathWaj4Wqq8eVX576e9byrd79NthUn4qUlM7TL9eV76/JyJC90iI5s2b06XLEYWj0X9ModLbCipuL+X3df26S23rR/ljs35dqnw85esK9R0L1dP3rYZ1U57S6wYqtjPUtq9/rmAkOvp1hfLbq+TYo6tLdygcjdr7NNRz7FFb367ajoVCKCYHqE36QI6xAzEes7r+YZMmTSpNS09P59y5c3UOpkOHDowaVf4i94MnbwghhBBCCCGEEEIIIYQQQgghhBBCBQoe4PWIqnPSRcuWLfU+lyRIHD169KFGqOjatStPPPFE6W+UjKQhhBBCCCGEEEIIIYQQQgghhBBCiEdIyeNFano9wo8XqXPSRdu2bTEzM0Or1eq9bt++zYkTJx4qKB8fH/r371+aeFHy20IIIYQQQgghhBBCCCGEEEIIIYR4RPwFRrqwqOsf2tjY4OPjQ2pqaqXvEhMT0Wq1DzVCxeDBgykqKiIuLq7OvyGEEEIIIYQQQgghhBBCCCGEEEIIheQD5rWc7xFV56QLgGHDhhkqjioNHTrUqL8vhBBCCCGEEEIIIYQQQgghhBBCCCMppHaPDnmEHy/yUEkXQgghhBBCCCGEEEIIIYQQQgghhBBVqu2jQ/6KjxcRQgghhBBCCCGEEEIIIYQQQgghhKhWIbVLqJCRLoQQQgghhBBCCCGEEEIIIYQQQgghyikAzGs53yNKki6EEEIIIYQQQgghhBBCCCGEEEIIYXj5gFkt53tESdKFEEIIIYQQQgghhBBCCCGEEEIIIQyvkNo9OuQRfrxIbXJKRDlz5/ZFq11IUJC/SZY3b15X/vhjNOnpL5GY+Dw//zyU9u2dKs3n4+PCvn1PkZk5mbS0lzh0aAQ2NrUZp+XhLFzYH612vt4rKurvRl9udaKjZ1SKR6udz6efmmZ79e/flB07xhEX9xpa7duMHt220jyLF/fj1q3XyM6ezZ49z9K2bX2TxKa0gIAOhIePIi1tEmlpkwgLe4rhw5uUfv/KK+05cGA4aWmT0Gqn4ORkZdR4atpWY8e249dfnyE5+XW02rfp2tXFqPE8akx9LKwoIMCb8PAA0tLmkZY2j7CwaQwfXnl/M5b+/ZuwY8do4uJeRat9k9Gj2+h9v3ChL1FRU8jMfJ2UlNfYs2c8vXq5mSw+e3srgoIGExPzd7KzZ3P06PN4e5tu+bJ/PRgPDwe++WYUycmzyc5+m4iIV/DyclckFqX3raqoaf0o2c4ICGhDeLg/aWnjSEsbR1jYEIYPL9uvXV1t2LixN/Hxo8jMHM+pU08wblxTo8bUv78HO3aMJC5uKlrt64we3Vrve6329Spfc+Z0N0o8Hh5WfPNNO5KTe5Gd7UNERDe8vOz15lm8uDm3bvUkO9uHPXsep21bG6PEUpX+/ZuzY8ffiIt7E612IaNHdzDhstW1rR61ekLpdo+ZmYZ//nMg167NIDv7ba5ceY0FC/opEosaKblvVUXpdlh5UnbuT+n1U1N/T4sW9mi1L1f5mjChlRHi6c4ff4wnPX06iYlT+Pnn4bRv76w3j7W1OZ9+2p/k5KlkZLzMf//rj4tLPYPHUhWl+3uqoqb9HdTTbp43rx9//PEy6enzSEycw88/T6R9+4Ymj6OEGs9x1ERt20tt1FZ+lKy71F5PgLrahUq3M9Qej9L7Vk19u+V9/vkQtNo3eeMN45wfi8qSkpIIDAykefPmWFtb4+bmhr+/P0ePHq3V369fvx5nZ2fjBikeXCG6R4fU9JKki78Gb28P/v53L8LDE0y2zIED3VizJhIfnx0MGxaMpaUZoaHDsbUtG6TEx8eFkJDhhIbepFev7fTsuZ1PP42kqEhrkhjPnbuNm9snpa9+/TaaZLlV6dlznV4sQ4d+B8CPP0aZZPl2dpaEh99mxow9VX7/9tu9+Mc/ehAQEErv3t+SlZXPr78+g7W18RNklHbzZhbz5p3Cy2sn3t6/sH9/PNu3D6ZTJ2cAbG0tCAmJY+nSsyaJp6ZtZWdnyZEjccyde8gk8TxKlDgWVnTzZjrz5u3Fy+tLvL2/ZP/+GLZv/xudOjU2yfJ15SeJGTP2V/n9pUt3mTlzP507b6Rfv83ExKQTGjqeRo1Mc6L51VfDGTasJS++uIvOndcRGhrD3r0T8fCwr/mPDUD2r9pzdrbh6NGXyM8v4sknN9Op0xe89dZe7t69p0g8Su9bFalt/SjZzrh58x7z5kXg5RWKt3co+/ffZvv2fnTq5AjAxo296dDBgVGjjtC5cwhbt95kyxZfunVzNlpMun09mRkzqt6X3dzW6r2mTt1LUZGWn366avBYnJ3NOXq0M/n5Wp58MpJOnf7krbdiuHu37EGQb7/dhH/8w52AgKv07h1BVlYhv/76ONbWGoPHUxU7OyvCwxOZMWO3SZanv2z1bKuyeB6NekIN7Z65c30JDOzBzJm/8thjXzB37n7eftuH11/3ViwmNVFy36qK0u2w8qTs3J/S66em/p7Y2Czc3L7Te73//ikyMvIIDo41QjwerFlzDh+frQwbtrM4npF6/U9BQX15+ukWPPNMKAMHbsPDw5atW02T9KB0f09V1LS/q6ndPHBgC9asOYGPz1qGDfumuCy9gK2tpcljAfWd46iN2raX2qit/ChZd6m9ngB1tQuVbmeoPR6l962a+nZLjBnTFh8fd+LiMk0Sl9AZP348f/75Jxs2bODSpUvs2LEDPz8/7ty5o3Ro4mHUJuGi5PWIkseL1JKdnSXffTeOV17ZyYIFA0y23Cef/FXv85Qpv5GU9AJeXo04fFjX8RcU5MOqVef58MOI0vkuXUozWYwFBVoSE7NMtrz7SU7O1vs8b14frlxJ4dChGyZZfkhINCEh0dV+P2uWN//61zF27LgCwEsv7SIxcSZjxrRj8+YLJolRKb/8clPv84IFfxIY2BEfn8ZERqaycmUkoOt4MoWattW33+riadHC0STxPCqUOhZW9Msvl/Q+L1iwn8BAb3x8mhIZmWT05YeExBASElPt95s26e/Pb755iJdf7kyXLo3Yv9/wHaTl2dhYMH58e0aP3srhw7r9bvHiozz9dBsCA7vx3ntHjLp8kP3rQcyd60tsbDrTpv1SOi0mxnR1eEVK71sVqW39KNnO+OWXW3qfFyw4S2BgG3x8GhIZmU6fPg0JDDzFiRMpAHzwQSSzZ7fHy6sBZ86kGiWmkJDrhIRcr/b7xET99TV6dGsOHLhJdHS6wWOZO7cpsbG5TJt2pXRaTEyu3jyzZnnwr3/FsmOHbh299NJlEhN7MWZMQzZvTjZ4TBWFhFwhJORKzTMaZdnq2Va6eB6NekIt7Z4+fZqyffsldu/WlZ/r19N47rnH6dXLQ7GY1ETJfasiNbTDypOyc39Kr5+a+nuKirQkJupfMB87tgVbtkSTlWX4nsgnn9xVIZ79JCVNxcurMYcPx+PoaMX06R2ZNGkvBw7EATB16gEuXHiO3r1dOX480eAxlad0f09Fatvf1dRufvLJ7/Q+T5mynaSk/4eXlzuHD5t+e6ntHEdt1La91EZt5UfJukvt9QSoq12odDtD7fEovW/V1LcL4OFhz+rVg/D338quXWOMHpPQSU1N5fDhwxw8eJCBAwcC0KJFC3r16lU6z8cff8y6deu4du0aDRo04Omnn2bFihXY29tz8OBBpk6dCoBGo7vJZuHChSxatMjk/xdRQT5Qm/ue8o0diPHISBe1tGbNU+zadZl9+6rvHDSFkkcupKToOpEbN7bBx8eF27fvcfTo0yQkPM/BgyPo29fVZDG1a1efuLh/cPXqa3z77WiaNVPHRTRLSzNeeMGTr78OVzoUAFq1csLd3Z69e8s6vNPT8zh+PB5f379Wp5eZmYaJE1thZ2fBsWO3lQ5HPAC1HAvL05Wnx7Gzs+TYMeMmNNSFpaUZr77amdTUHMLDjX/SYGFhhoWFGTk5+h2x9+4V0K+fcR81IB7cqFHtOHkyni1bxpGYOIvTp6fz8svdlA4LUMe+peb1o2Q7Q7dtmhXXo7os/7CwO0yc2Jz69a3QaGDixGbY2Jhz8KA66lkXl3qMGNGCtWsjjfL7o0Y14OTJLLZs6UBiYk9On+7Kyy+XtYdbtbLG3d2KvXvLLj6kpxdy/HgGvr4ORonpUWXsbfUoUUu7JyzsJkOGtKRduwYAdOniQr9+TQkONs5IJKLu1NYOk7Jzf2pbPxX7eyrq0aMh3bs3Yu3ai4rE4+XVGCsrc/buLbuh4uLFVK5fz8DX13R9UKCO/h617e9qbjc7OVkDkJKizGh15anhHEft1LS91EYN5UdNdZea6wk1UNO2UmM85alh36pIo4FvvhnORx+dJDJSRlcwJXt7e+zt7dm2bRu5uVW3i83MzFi1ahXnz59nw4YN7N+/n7fffhuAPn368Mknn+Do6Eh8fDzx8fHMmTPHlP8FUZ3CB3g9omSki1qYOPFxevRwp2fP/ygah0YDn3ziw5EjCZw/fxeA1q11ncSLFvVgzpzjnDmTwksvtWXfvqfw9PyJK1eMc3daiePHbzFlyk4uXkzB3d2ehQv7c/jwS3h6fklmZp5Rl12TMWM64Oxsw/r1ETXPbAJubnYAlUYFSUzMws3N9ENPKsHT05ljx0ZgY2NOZmYBY8fuJypKuTuWxYNRy7GwhKenC8eOTcfGxoLMzDzGjt1MVJTx71SurREjWvHDDyOwtbUkPj6LYcN+4s6dHKMvNzMzj7CwON57rw9RUSkkJmbx3HOP4evrwZUrqUZfvngwrVvXJzDQi48/Ps7SpUfp2dODVaueIC+vkI0bTfO4pYrUtG+pcf2UUKKd4enpxLFjQ8rVo0eJitK19Z59NozNm31JSRlLfn4R2dkFjB17hKtX1TEE5uTJj5GRkc/Wrcbp0Gnd2obAQDc+/jiOpUtv0rOnPatWtSIvr4iNG5Nwc9N1CCYm6rdPExPzS78TOsbeVo8KNbV7li8Pw9HRmgsXAigsLMLc3Iz58w/y/ffnlQ5NVKC2dpiUnftT0/qpqr+nounTOxAZedckNy7o4unLkSPxnD+vGyHKzc2W3NxC0tIq1qXZuLnZGj2m8tTQ36O2/V2t7WZdWRrOkSM3OH9euVEl1HSOo2Zq2V5qo6byo5a6S+31hBqoZVupNR5Q175V0dy5PSkoKGLVqj+VDuUvx8LCgvXr1/PKK6/w73//mx49ejBw4ED+9re/0aVLFwBmzZpVOn/Lli3517/+RUBAAJ999hlWVlY4OTmh0WhwczPNqOqilgqo3VAQDzio37Jly9i6dSsXLlygXr169OnThw8//JAOHTqUzpOTk8Nbb73FDz/8QG5uLv7+/nz22We4upYlBd64cYPAwEAOHDiAvb09kydPZtmyZVhY1D6VQpIuatC0qSMrVw5n2LBvyM1VNr1mzZq+eHrWp1+/naXTzMx0Y7F88cUF1q+/DMCZM3cYMqQJ06a15913Txo1ppCQss7Ys2dvc/x4HNevz+TZZx9TfISJ6dO7Ehx8lfh4dVxsEHDxYjrduu3AycmKCRNasGFDfwYODJbEi0eAmo6FJS5eTKZbt3/j5GTDhAmd2LBhDAMHrldN4/zAgVi6dfuWRo3q8corndmyZSS9e39PUpLx7xZ58cVdfP31k9y69RoFBUWcPp3Ipk1ReHlJQ1NtzMw0nDwZz/z5BwE4cyYRT8/GBAT0UKxzVE37lhrXTwkl2hkXL2bQrVsoTk6WTJjQlA0bejFw4AGiotJZsqQzzs5WDBlygOTkPMaMacKWLX3o338/584pX89Om9aJ7767aLQ6xMwMTp7MZP583RDIZ85k4elpS0CAGxs3SofxgzD2tnoUqK3d8+yznXj+eU8mTdrG+fNJdOvmyiefDOPWrQzFj4WiMjW1w6Ts3J+a1k9V/T3l2diYM2lSG5YsOWOieAbg6dmAfv22mWR5D0ot/T1q2t/V2m5es2YEnp4u9Ov3tWIxgLrOcdRMLdtLbdRUftRSd6m9nlADtWwrtcYD6tq3yuvRw4U33uhBjx7fKhrHX9n48eMZMWIEhw8f5vfffyc4OJgVK1bw1VdfMWXKFPbu3cuyZcu4cOEC6enpFBQUkJOTQ3Z2Nra2f70kr0dGIbVLqHjAbphDhw4xY8YMevbsSUFBAe+++y5PPPEEkZGR2NnpboafPXs2u3bt4scff8TJyYmZM2cybtw4jh49qltkYSEjRozAzc2NsLAw4uPjeemll7C0tGTp0qW1jkWSLmrg5eWOq6s9p0//vXSahYUZAwa0YObMXlhb/4uiIq3R41i92peRI5sxYMAvxMWVPccyPl73PjIyVW/+qKhUmjc3/egJaWm5XLqUQtu29U2+7PKaN3dk6NBWjBv3k6JxlJeQoBvhwtXVrvR9yeczZ4z/TDs1yM8v4urVDABOn75Dz56NeOONTgQEHFM4MlETtRwLy9OVJ91dYKdPx9OzpwdvvOFDQMAvNfylaWRnF3D1aipXr6Zy/Hg8ly5NZfp0T5YvP2H0ZV+7loqf3yZsbS1xdLQiISGLH34YxbVrqUZftngw8fGZREbqn0xGRSUzfnxHhSJS176lxvUDyrUzdNtGd3Hh9Om79OzZgDfeaM+KFVG8/no7Hn88mMhI3cgXERGp9O/fiBkz2hIYeMqkcVbUr58HHTvWZ+LEEKMtIz4+j8hI/aS2qKh7jB/fEICEBN3dVq6uViQklD0c0tXVkjNn9Ech+yszxbZ6FKit3fPRR0NYvjyMzZt1j3w5dy6JFi2ceOedPnLhXIXU1A6TsnN/alk/1fX3lDdhQitsbS3YuPGyCeLpx8iRLRgwYBtxcWV1ZEJCNtbW5jg5WendxezqaktCQtVxG4Oa+nvUtL+rsd28evWTjBzZjgED1hMXl6FYHKCucxy1UtP2Uhs1lR811F1qryfUQg3bSs3xgLr2rfL692+Ci4stN268UjrNwsKM//u/gcya1YNWrdYqGN1fh42NDcOGDWPYsGG89957vPzyyyxcuBA/Pz9GjhxJYGAgH3zwAQ0aNODIkSNMnz6dvLw8SbpQs/yaZ3mg+YqFhOj3Ya1fvx4XFxdOnTrFgAEDSEtLY+3atXz//fcMHjwYgHXr1vHYY4/x+++/4+PjQ2hoKJGRkezduxdXV1e6devGkiVLmDt3LosWLcLKqnaj5ErSRQ327YvG0/MzvWnr1o3mwoVkPvzwqMkSLsaObYmf3y5iYvSz+GNiMomLy6JDBye96e3bOxIcfBNTs7OzpE2b+nzzjbIdOFOnduX27Wx27TJ+h0RtRUenER+fyZAhLQgP1w0H6uBgRe/e7nz++V9zmCozMw3W1uZKhyFqQQ3HwpqovTzp4jNttZudnU92dj7Oztb4+7fk7bcPmXT5omZHj8bSoUMDvWnt2zfg+nXlRyYooeS+pdb1o5Z2hm7bmGFrqzu2VDwWFxZqS0dFU9L06Z04eTKRiAjj3a1y9GgGHTrY6E1r374e16/rnv8ZHZ1LfHweQ4Y4ER6u6xh0cDCnd28HPv88wWhxPWpMsa0eBWpr99jaWqh2/xbVU0M7TMrO/alh/dyvv6e86dM7sGPHDZKTjfu4wtWr+zF2bCv8/HYQE6N/0fXUqSTy8goZMqQpW7deA6B9e2datHDg2DHT3UiilnZYeWrY39XWbl69+knGju2In98GYmJSFYnhftTef2Bqat9eaqNk+VG67noU6gm1UHpbqT2eqqjl2PzNN1Hs3XtDb9qvv47nm28iWbdOHtOnlE6dOrFt2zZOnTpFUVER//d//4eZme5ZFVu2bNGb18rKisJC5UetFBUUUrvHixRvuvT0dL3J1tbWWFtb1/jnaWm69m+DBrq28alTp8jPz2fo0KGl83Ts2JHmzZtz7NgxfHx8OHbsGJ07d9Z73Ii/vz+BgYGcP3+e7t271yJwSbqoUWZmXqVn2GVl5XPnzj2TPNtuzZo+TJrUhtGj95CRkY+raz0A0tLyyMnRlbyPPopg8WIvwsPvcOZMCpMnt6NjR2cmTNhn9Pg++mgIO3de5vr1NDw87Fm8eACFhUVs2hRp9GVXR6PRnYRv2BBBYaFpO0Tt7Cz1Rvlo1cqZrl1dSEm5R2xsBp98cpIFC3y5fPku0dGpLFnSn1u3Mtm2TT2dBcaydGkPgoPjuHEjCwcHCyZNao2fnxv+/qEAuLrWw82tHm3bOgDQubMzGRkF3LiRyd27eff76TqpaVvVr29D8+aOeHjoRowp6bxISMgiMfGvd0es0sfCipYuHUJw8GVu3EjDwcGaSZM64+fXEn9/0wz7pis/zqWfW7VyomvXxqSk5HDnzj3mz+/Njh3XiI/PpFGjesyY0Y0mTez58cdLJonviSdaotFouHgxhbZtnfnoIz8uXEhh3TrTJMTJ/lV7QUF/EBY2mXfe6cOWLVH06uXBq69259VXdysSj9L7VkVqWz+gXDtj6dLOBAcnFNejlkya1Bw/Pxf8/Q9x4UI6ly9n8MUX3syZE86dO7mMGdOUYcPcGDnysNFi0u3rZYm/rVo50rVrI1JScoiN1V04cnCw5Jln2vLWW0eMFgdAUNAtwsI68847TdmyJZlevex59VVXXn217FF4n3xyiwULmnH5cg7R0TksWdKcW7fy2LbtjlFjK6FbX2UXQ1q1qk/Xrq7Fx8b0+/yloZatjm1VFo966wm1tXt27rzM/Pl9uXEjnfPnk+je3Y033+yl+OMc1ULJfasqSrfDypOyc39Kr5/a9PcAtGnjyIABbjz11K9Gjqc/kya1Y/ToYDIy8irFk56ex9q1F/j44z6kpOSQnp7H6tX9CQtL4Phx01xMU7K/pypq2t/V1G5es+YpJk3qzOjRP5CRkYurq25Y57S0XHJyHvAh3QagtnMctVHb9lIbtZUfJeuuR6GeUFO7UOl2htrjUXrful/fbmxsBikp+omu+fmFJCRkcenSXZPE91d2584dnnnmGaZNm0aXLl1wcHDg5MmTrFixgtGjR9O2bVvy8/NZvXo1Tz/9NEePHuXf//633m+0bNmSzMxM9u3bR9euXbG1tZURMNSgAKhNnldx86NZs2Z6kxcuXMiiRYvu+6dFRUXMmjWLvn374unpCUBCQgJWVlY4Ozvrzevq6kpCQkLpPOUTLkq+L/mutiTpQuVee60TAIcOjdSbPmXKITZs0F2oX7nyPDY25gQF+dCggTXh4SkMGxbMtWvGHwquaVMHNm0aQ8OG9UhKyubIkVh8fNaTnKzckGFDh7aiRQsnRRoM3t5uHDz4XOnnoCDdUDXr159l6tRgVqz4Azs7K7788gmcnW04cuQmw4f/qIpnRRubi4sNGzf2x929HmlpeURE3MXfP5S9e+MBCAjowKJF3UrnP3z4KQCmTDnChg1XDB5PTdtq1Ki2rF//VOn3mzePAmDRoqMsXnzU4PGIB+PiYsfGjWNxd7cnLS2XiIhE/P2/Ze/eayZZvre3KwcPPlv6OSjID4D1688TELCXjh0bMHny4zRqZMOdOzmcOJFA//6biYw0zYU9Jydrli0bQNOmDqSk5PDTT5eYP/83CgqKTLJ82b9q7+TJeMaO/S/Llg3i/ff7Ex2dyqxZe/j+e2Uy55XetypS2/oB5doZunq0N+7uNqSl5RMRkYq//yH27tV1Xj311G8sX96FnTv7Y29vwZUrmUyefJzg4HijxeTt7cLBg+NKPwcF9Qdg/foopk7dC8Df/tYejQY2bTJu0tnJk5mMHXuBZcta8P77zYiOzmHWrGi+/77sAvmKFXHY2Znz5ZdtcHa24MiRdIYPP09urmku2nh7e3Dw4JTSz0FB/gCsX3+GqVO3G3nZ6tlWuniknngQr78eypIlA/nss+G4uNhy61YmX3zxJ//8p/GSqh4lSu5bVVG6HVaelJ37U3r91Ka/B2DatPbcvJlFaKhxRzN97TXP4njGVIhnPxs2XARg9mzdaD8//eSPtbU5v/4ay2uv/WbUuMpTsr+nKmra39XUbn7ttZ4AHDo0RW/6lCnb2LDB9NtObec4aqO27aU2ais/StZdj0I9oaZ2odLtDLXHo/S+db++3alTjZvoKu7P3t6e3r17ExQUxNWrV8nPz6dZs2a88sorvPvuu9SrV4+PP/6YDz/8kHfeeYcBAwawbNkyXnrppdLf6NOnDwEBAUycOJE7d+7U6mK9MIEHTLqIjY3F0dGxdHJtRrmYMWMG586d48gR499QVBWNVqtVPjXcyOLj4/nyyy959dVX8fD4UtFYtNqFpe81mq8UjERHq3259L1G84GCkehotfNL36shnoiIUWzdupVx48bRpUuw0uGg1b5d+j47W/ln4ZXPDtRo1isXSDGtdkrpe41mhXKBFIuIeLK0/LRp00bRWPS31WIFI9HRPxaqLZ6PFYxER6t9s/S92sqyHAsr09+/lK+79OtSZfeviIhx5crODkVjAfW1M/Tj2axgJDpa7cTS9xrNagUj0YmI8CtXfkx/t3pFWm3f0vdK71tQse5Sfntpta+Xvle67ipfT6hhW6n5WKi+elT57aW/b6mtHSblpyI1tcP063Xl+3siInqXKzvKdDqWp9UGlr5XeltBxe2l/L6uX3epbf0of2zWr0u3Kh2OXl2hvmOhsttLbevm6tWrqi076tvXP1cwEh39ukJtxx51tcPUV37Uc+xRW9+uGo6FaWlppddI3d3dlQ5H/MWkp6fj5OQEfmlg4VjzHxSkw0En0tLS9JIuajJz5ky2b9/Ob7/9RqtWrUqn79+/nyFDhnD37l290S5atGjBrFmzmD17Nu+//z47duzgzJkzpd9HR0fTunVrTp8+XevHi9Tm6SlCCCGEEEIIIYQQQgghhBBCCCGEEA+m8AFeD0Cr1TJz5kx+/vln9u/fr5dwAeDl5YWlpSX79u0rnXbx4kVu3LiBr68vAL6+vpw9e5bbt2+XzrNnzx4cHR3p1KlTrWORx4sIIYQQQgghhBBCCCGEEEIIIYQQwvAKDDxfsRkzZvD999+zfft2HBwcSEhIAMDJyYl69erh5OTE9OnTefPNN2nQoAGOjo68/vrr+Pr64uPjA8ATTzxBp06dePHFF1mxYgUJCQksWLCAGTNm1OqxJiUk6UIIIYQQQgghhBBCCCGEEEIIIYQQhmekpIvPP9c9HsvPz09v+rp165gyZQoAQUFBmJmZMX78eHJzc/H39+ezzz4rndfc3JxffvmFwMBAfH19sbOzY/Lkyfzzn/98oFgk6UIIIYQQQgghhBBCCCGEEEIIIYQQhlcAaGsxXx0eL1ITGxsb1qxZw5o1a6qdp0WLFuzevfvBFl6BJF0IIYQQQgghhBBCCCGEEEIIIYQQwvBqm0zxgEkXaiJJF0IIIYQQQgghhBBCCCGEEEIIIYQwPCONdKEmknQhhBBCCCGEEEIIIYQQQgghhBBCCMOTpAshhBBCCCGEEEIIIYQQQgghhBBCiDooAIpqMV9t5lEpSboQQgghhBBCCCGEEEIIIYQQQgghhOEVUruRLiTpQgghhBBCCCGEEEIIIYQQQgghhBCinALArBbzSdKFEEIIIYQQQgghhBBCCCGEEEIIIUQ5knTxv0erXah0CKW02peVDkGPVjtf6RD0qCGes2fPlr7Xat9WMJLKbG1tlQ5Bj1Y7RekQ9Khhe5UvP2raXmo6DoIa43lT6RAAiI2NJTU1lYiIJ5UOhRs3bpS+V8O+VZ6a9i1QR91VntL7l349qrZ1o7Z4Jiodgh6t9nWlQ6hQfvoqGEllSu9bFalhe5WnhrqirB4dp3QoFepRdR171FePqm3fUr4sq7kuVV/5Uc/6UUN/j37ZCVQwksrUtK1AHft6eepbP8ofm/XLs/LxlKe+Y6F61o+sm/tT376utrpC+e2l5naY+uJRfnuVUEvfbgk1HAvT0tKUDkEIyEeSLoQQQghhWrGxsXz99ddKh1GJs7Oz0iEIIYQQNZJ6VAghhBBCCCGEEEJFigBtLearzTwqJUkXQgghhMqkpqYC4O3tTfPmzZUNppizszPNmjVTOgwhhBCiRlKPCiGEEEIIIYQQQqhIAaCpxXySdPHo0GgWK7r88sMsaTSfKxiJTvlhwzSaDxSMRKf8sFhKbytAbzhiWT+V6ZfnFQpGolN+SFA1bK+IiFGl75VeP2pbN/plWW1l5zsFI9GJiOgCQPPmzenSZYfC0VTcXuoqP9nZ2QpGolN+mECN5mMFI9EpP4yi0vFERAwrfa++ekviqah8PGrYt8pTQzz6+7q6tpdGs165QIqVf9Sc0uunpA2vznpUbe0etcWjtn1L+Xj0z0nV1oeg/PpRU92lX08ov2+Vf0yh+uoJdZ1TqG/9qO2cQvntpd+/onw86u6fU0/ft9LH5YrUV3aUryvU3V+o/L6l3w5TPh417eugrv1dvx22VcFIdLTa8mVnvXKBFLt1y1/pEISQpAshhBBCCCGEEEIIIYQQQgghhBBCiDrJR5IuhBBCCCGEEEIIIYQQQgghhBBCCCEeWCGSdCGEEEIIIYQQQgghhBBCCCGEEEIIUSePcEJFbZgpHYAQQgghhBBCCCGEEEIIIYQQQgghxKNIki6EEEIIIYQQQgghhBBCCCGEEEIIIepAki6EEEIIIYQQQgghhBBCCCGEEEIIIerAQukAhBBCCCGEEEIIIYQQQgghhBBCCPG/KL/4VZv5Hk2SdCGEEEIIIYQQQgghhBBCCCGEEEIIIygoftVmvkeTJF0IIYQQQgghhBBCCCGEEEIIIYQQwghkpAshhBBCCCGEEEIIIYQQQgghhBBCiDr43x/pwkzpAB4F/fs3Z8eOvxEX9yZa7UJGj+5gsmXPm9edP/4YT3r6dBITp/Dzz8Np395Zbx5ra3M+/bQ/yclTych4mf/+1x8Xl3omiS86egZa7fxKr08/9TfJ8itScltVx8PDgW++GUVy8myys98mIuIVvLzcFYklIMCb8PAA0tLmkZY2j7CwaQwf3tZky+/fvyk7dowjLu41tNq3GT26bNkWFmYsXz6QiIipZGbOIi7uNTZseAp3d3uTxafktlL7ulm4sH+l/Twq6u8mW35V7O2tCAoaTEzM38nOns3Ro8/j7e1m9OUGBLQjPPwp0tKeJS3tWcLCnmD4cI/S7w8cGIpW+7ze6/PPexk9rvLMzDT8858DuXZtBtnZb3PlymssWNDPpDGUp8byo5T+/ZuwY8do4uJeRat9k9Gj21Q77+efD0GrfZM33uiuWDzr1vmj1b6p9woOHme0eGoyd25ftNqFBAUp086oSE3xqCkWUTUl26kBAR0IDx9FWtok0tImERb2FMOHNyn9Xnc+0Zvk5L+RkfE8//2vHy4uNiaLryKly7Pa6lFQrt0D6m+nKn2OU5Ha+w9eeeUxDhwYRVradLTaQJycrEwWn9q2lRopta/Pm9eZP/4YSXr68yQmTuTnnwfTvr2j3jyurvXYuLE/8fETycx8nlOnnmbcuBZGj62Ekv1Palw/tTmv6NixAdu3jyY1dQaZma/zxx+TaNbMwWgxlae2/kI19c1VpHS7pyK1xaMGais/SrYLK1Jbf4/a2hpqulahtnWjJnPntkerHUdQUJfSadbWZnz6aVeSk0eQkTGK//63Ny4u1kZZfm3aGa1bO7B16yBu3/4baWmT2Lx5oKLn7MaWlJREYGAgzZs3x9raGjc3N/z9/Tl69KjSoYmHUkDZaBf3ez26SRcy0kUt2NlZER6eyNdfn+HnnyeadNkDB3qwZs05Tpy4jYWFGUuX9iY0dCSdOv1Adrau4AUF9WXEiOY880woaWm5fPppf7Zu9adfv21Gj69nz3WYm2tKP3t6Nmbv3uf58ccooy+7Kkpuq6o4O9tw9OhLHDhwnSef3ExSUhbt2jXg7t17isRz82Y68+bt5fLlFDQamDy5G9u3/43u3b8gMjLJ6Mu3s7MkPPw2X399lp9/Hqv3na2tBT16uLJkSRjh4UnUr2/NypVD2LFjHD17bjR6bEpvKzWvmxLnzt1m6NDvSz8XFBSZbNlV+eqr4Xh6NuLFF3dx61YmL7zwOHv3TqRTp7XcupVptOXevJnNvHlnuHw5o3g/as327QPo3j2YyMg0AL788jLvvx9R+jclx2tTmTvXl8DAHkyevJPz55Pw9nZn3bqRpKXlsHr1SZPGUkJt5Ucpun09ia+/Ps/PP4+qdr4xY9ri4+NOXJzxynJt4wkOjmbq1F9LP+fmFho1pup4e3vw9797ER6eoMjyK1JTPGqKRVRPyXbqzZtZzJt3isuX09FoNEye3Ibt2wfTvftOIiNTCQrqyYgRTXnmmYOkpeXz6ae92bp1EP36BZs0TlBHeVZjPapUuwfU305V+hynIrX3H9jaWhISEktISCzLl/uYND61bSs1UmpfHzjQjTVrLnDiRDIWFhqWLu1BaOgTdOq0rbTsbNzYD2dnK0aN2kdycg6TJrVmy5aBeHv/wpkzKUaLrYSS/U9qXD81teNbt3biyJGJrF17joULw0hPz+PxxxuSk2Oac1M19Rcq3d9zP2po95SntnjUQI3lR8l2YVXU1N+jtraGmq5VqG3dqIW3d33+/vdWhIen6k0PCurCiBFuPPPMH8XnyF3ZutWHfv0OGTyGmtoZtrYWhIYOIzz8LoMHhwCwZEkPdu4cgo/PLrRag4ekuPHjx5OXl8eGDRto3bo1iYmJ7Nu3jzt37igdmngo8ngRAYSEXCEk5Ioiy37yyV16n6dM2U9S0lS8vBpz+HA8jo5WTJ/ekUmT9nLgQBwAU6ce4MKF5+jd25XjxxONGl9ycrbe53nz+nDlSgqHDt0w6nKro+S2qsrcub7ExqYzbdovpdNiYtIUi+eXXy7pfV6wYD+Bgd74+DQ1SeMqJCSakJDoKr9LT8/jiSe26E2bOXMvJ068RLNmDsTGZhg1NqW3lZrXTYmCAi2JiVkmWVZNbGwsGD++PaNHb+Xw4ZsALF58lKefbkNgYDfee++I0Zb9yy9xep8XLAgnMLAdPj6NSpMusrMLSUzMMVoMNenTpynbt19i927d8fD69TSee+5xevXyqOEvjUdN5UdJISExhITE3HceDw97Vq8ehL//VnbtGqN4PLm5hSQmZt93HmOzs7Pku+/G8corO1mwYICisagtHjXFIu5PyXbqL7/c1Pu8YMGfBAZ2xMenMTdvZjF9ejsmTfqNAwd0HexTpx7lwoWx9O7dmOPHTdcBp5byrLZ6VMl2D6i/nar0OU5Fau4/AFi5UpcYPHCg6cuz2raV2ii5rz/55B69z1OmHCEp6Tm8vBpy+LCuX6lPHxcCA49x4kQyAB98EMHs2Z3w8mpokqQLJfuf1Lh+amrHf/BBX3bvjmbu3MOl065dM10fh5r6C5Xu76mOWto9ao1HLdRWfpRuF1ZFTf09amtrqOlahdrWjRrY2Znz3XfevPLKaRYs6Fg63dHRgunTWzJp0h8cOKBbN1OnnuLChSfo3bs+x4/fNWgcNbUz+vZ1oWVLe7p330lGhu5i9OTJh7l7dxKDB7uzb1+8QeNRWmpqKocPH+bgwYMMHDgQgBYtWtCrl24k6ZiYGFq1asWff/5Jt27dSv+mfv36HDhwAD8/Pw4ePMigQYPYu3cvc+fOJTIykm7durFu3To6dFB+dPy/Lnm8iFCZkqE/U1JyAfDyaoyVlTl795Z1pF68mMr16xn4+rqaNDZLSzNeeMGTr78ON+ly1WzUqHacPBnPli3jSEycxenT03n55W5KhwXohk2eOPFx7OwsOXYsVulwquTkZE1RkZbU1FyjL0vN26oqplw3Jdq1q09c3D+4evU1vv12NM2aOdb8R0ZiYWGGhYVZpbt07t0roF+/piaLQ7cftcDOzoJjx8pOUJ5/viVJSeM5e3YES5d2o149c5PFBBAWdpMhQ1rSrl0DALp0caFfv6YEB181aRzlqan8qJlGA998M5yPPjpJZKQ6srf9/JqSmBjAhQtT+OyzITRoYPrhC9eseYpduy6zb1/VF/1MTU3xqCkW8WjQ1V2tiuuu23h5NSw+nyjrqLl4MY3r1zPx9W1s0tjUUp7VVo+qpd1TW0q0U0s8Cuc4plSx/0BNZFtVpqZ9vaqyExZ2m4kTW1G/vhUaDUyc2AobG3MOHjT9HfFK9z+pff1oNDBiRGsuXbpLSMg4EhMD+P335+77aENjUnp7qbW/Ry3tnhJqi0ct1FZ+1FRXlFBrf4+0Naon60ZnzZpu7NqVwL59+kknXl71sbIyY+/esukXL2Zy/Xo2vr4NjR5XxXaGtbUZWq3+yLM5OYUUFWnp18+01wBNwd7eHnt7e7Zt20Zu7sOdx8yfP5//+7//4+TJk1hYWDBt2jQDRSnqRh4vIlREo4FPPunLkSPxnD+vy5J3c7MlN7eQtLQ8vXkTE7Nxc7M1aXxjxnTA2dmG9esjap75L6J16/oEBnrx8cfHWbr0KD17erBq1RPk5RWyceNZRWLy9HTh2LHp2NhYkJmZx9ixm4mKSlYklvuxtjbnww8HsmlTFBkZeTX/wUNS47aqjqnXDcDx47eYMmUnFy+m4O5uz8KF/Tl8+CU8Pb8kM9M0MZSXmZlHWFgc773Xh6ioFBITs3juucfw9fXgypVUoy/f09OZY8eewMbGnMzMAsaO/Y2oqHQAvv8+huvXs7h16x5dujjz4Yfd6dDBgfHjD9fwq4azfHkYjo7WXLgQQGFhEebmZsyff5Dvvz9vshjKU1v5UbO5c3tSUFDEqlV/Kh0KoLuDbuvWy0RHp9OmjRNLl/YjOHgcvr6bKCoyzfiFEyc+To8e7vTs+R+TLK8maopHTbEI9dPVXSPK1V37iYpKo1u3BtWcT9zDza2eyeJTU3lWWz2qdLvnQSjRToVH5xzHlKrqP1AD2VbVU8u+ris7vThyJJHz58uW++yzh9i8eSApKZPIzy8iO7uAsWMPcPWqaUZeLE/J/qdHYf24uNji4GDFvHm9WLDgKHPnHmb48JZs3TqKQYN+5Lffbtb8IwakdH+hGvt71NTuAfXFoyZqKz9qqStKqLG/R9oa1ZN1U2bixKb06OFMz54HKn3n5mZdfI6s/4iDxMQc3NysjRpXVe2M339PIiurgA8/9Obdd0+h0WhYvtwLCwsz3N1Nd85uKhYWFqxfv55XXnmFf//73/To0YOBAwfyt7/9jS5dujzQb33wwQelo2XMmzePESNGkJOTg42N6W8oEwD3gNrcnKr8I+DqSpIuHiFr1gzA07MB/fptUzqUKk2f3pXg4KvEx5v+2XFqZWam4eTJeObPPwjAmTOJeHo2JiCgh2IndhcvJtOt279xcrJhwoRObNgwhoED16uqgWVhYcaWLaPRaDQEBoaaZJlq3FZVUWLdAISElN3ZefbsbY4fj+P69Zk8++xjit2t8uKLu/j66ye5des1CgqKOH06kU2bovDycjP6si9eTKdbt904OVkxYUJzNmzwZeDAPURFpfOf/5QNG3juXCrx8ffYv38orVvbc+2aaY6Pzz7bieef92TSpG2cP59Et26ufPLJMG7dylCkPKux/KhRjx4uvPFGD3r0+FbpUEpt3nyx9P25c8lERCRz7dp0/Pyasn+/8e+GaNrUkZUrhzNs2Dd6Gf1KUVM8aopFPBp0ddeO4rqrBRs29GfgwGClwwLUV57VVo+Csu2e2lKqnQqPxjmOqam1/0C21f2pYV9fs8YHT8/69Ou3W2/6kiXdcXa2YsiQX0lOzmHMmOZs2eJH//67OXcu1WTxgbL9T4/C+jEz0wCwfftVPvnkNADh4Un06eNBQEAXkyddKN1fqLb+HrW1e9QWj9qorfyAOuqKEmrs75G2RvVk3eg0bVqPlSu7MGzYEXJzi5QOR09V7Yzk5FyeeeYgn3/uwz/+8RhFRVo2bYrm1Klkk90QZWrjx49nxIgRHD58mN9//53g4GBWrFjBV199hZ+fX61/p3yShru7OwC3b9+mefPmhg5Z1Mr//uNFJOniEbF6dT9GjmzBgAHbiIsre0ZaQkI21tbmODlZ6d2d5upqS0KC6Z6/3ry5I0OHtmLcuJ9MtsxHQXx8JpGR+o2WqKhkxo/vWM1fGF9+fhFXr+qeO3b6dDw9e3rwxhs+BAT8UsNfmoaus3YULVo4MnjwDya7Q06N26oipdZNVdLScrl0KYW2besrFsO1a6n4+W3C1tYSR0crEhKy+OGHUVy7lmr0Zev2I12H0enTKfTs2YA33uhIQMAfleY9flxXrtq2dTBZ0sVHHw1h+fIwNm+OBODcuSRatHDinXf6qCKJSA3lR43692+Ci4stN268UjrNwsKM//u/gcya1YNWrdYqGJ1OdHQaSUnZtG3rbJKkCy8vd1xd7Tl9+u+l0ywszBgwoAUzZ/bC2vpfJj3BVFM8aopFPBp0dZfubtvTp+/Qs2cj3nijE5s3R1dzPlGPhATT3F2gtvKsxnpUyXZPbSjdTlX7OY6pVdd/oAayre5P6X199erejBzZjAEDgomLK+tTat3agddff4zHH99GZKQuloiIu/Tv78qMGY8RGHjMJPGBsv1Pj8L6AUhOvkd+fmGlxxVGRaXQr5+HSWNRQ3+h2vp71NbuUVs8aqO28gPK1xX3o4b+HmlrVE/WjY6XlzOurjacPj24dJruuNeImTNb4+9/tPgc2VJvtAtXVxsSEoz32L7q2hkAe/bcom3brTRsaE1BgZa0tDzi4ydy7dr/7iOhbGxsGDZsGMOGDeO9997j5ZdfZuHChRw+rBtNWqstq5vy8/Or/A1LS8vS9xqNLim1qEhdiTZ/LSWPF6nNfI8mSbp4BKxe3Y+xY1vh57eDmBj9YQlPnUoiL6+QIUOasnXrNQDat3emRQsHjh1LNFmMU6d25fbtbHbtumyyZT4Kjh6NpUOHBnrT2rdvwPXraQpFVJmZmQZr69oM6WN8JZ217drVZ9CgH0hJyTHZstW+rZRcN1Wxs7OkTZv6fPON8hfws7Pzyc7Ox9nZGn//lrz99iGTx6Dbj8yq/K5bN125io833bBYtrYWlTpFCgu1pXc8KU1N5UdNvvkmir17b+hN+/XX8XzzTSTr1ikzpH1FTZrY07BhPeLjTXMBZ9++aDw9P9Obtm7daC5cSObDD4+avPNPTfGoKRbxaCppA546daf4fMKdrVuvA9C+vSMtWthz7FhSDb9iGGorz2quR9XQ7qlIbe1UUNc5jqndr/9Ajf7K2+p+lNjXV6/uzdixzfHzCyEmRj9Z3NZWt42qPjYaPTQ9SvU/PSrrB3QX1U6cSKRDB/2Lnu3b1+f6ddMeF9TQX6i2/h61tXvUFo/aqK38lKfGdqEa+3ukrVG9v+q62bcvCU/PvXrT1q3z4sKFDD788BKxsdnk5RUxZEhjtm69BUD79va0aGHLsWN3qvrJh3a/dkZ5d+7okj4GDXLDxcWGHTuMf0OUWnTq1Ilt27bRuHFjAOLj4+nevTsAZ86cUTAyUXsy0oVA11ho27ascdWqVX26dnUlJeUesbHpRl32mjX9mTSpHaNHB5ORkYerq+4ZTWlpeeTkFJKensfatRf4+OM+pKTkkJ6ex+rV/QkLS+D4cdMkXWg0upOoDRsiKCxUtiGu5LaqSlDQH4SFTeadd/qwZUsUvXp58Oqr3Xn11d01/7ERLF06hODgy9y4kYaDgzWTJnXGz68l/v6mGcpet33KTvpbtXKma1cXUlLuER+fxX//O5oePVwZOfInzM3NcHW1AyAl5R75+cbNQFR6W6l53YDujs+dOy9z/XoaHh72LF48gMLCIjZtijT6sqvzxBMt0Wg0XLyYQtu2znz0kR8XLqSwbp1xT+yWLu1GcPAtbtzIwsHBkkmTWuLn54q//35at7Zn0qSW7N59izt3cunSxZmgIC8OHUrk7NlUo8ZV3s6dl5k/vy83bqRz/nwS3bu78eabvRQb2lGN5Ucpun3dufRzq1ZOdO3amJSUHGJjMypdqMrPLyQhIYtLl+6aPJ6UlBwWLvTlp58uk5CQRZs2TqxYMYArV1L59dfrRomnoszMPM6f17/om5WVz5079ypN/6vFo6ZYRO0o2U5durQHwcFxxXWXBZMmtcbPzw1//1DS0/NZu/YyH3/ck5SUXNLT81m9ujdhYbc5ftw0ZUlt5Vlt9Sgo1+4B9bdTlT7HqUjN/QegG8XGzc2Wtm2dAOjcuSEZGXncuJHJ3bvGu3MP1Let1EipfX3NGh8mTWrN6NH7yMgoqFR2LlxI4/LldL74wpc5c05y504uY8Y0Z9gwD0aO3FvDrxuOUv1Palw/NZ1XfPTRSTZvHsFvv8Vx4EAsw4e35OmnW+Pnt8Uo8VRFLf2FSvf3VKS2do/a4lEbtZUfULZdWJHa+nvU1tZQ07UKta0bJWVmFnD+vP76z8oq4M6dvNLpa9fG8PHHXUhJySM9vYDVq7sSFnaH48cN3z9XUzsDYMqUtkRFpZGUlIOvb2NWruxFUNB5Ll0y/TUvY7tz5w7PPPMM06ZNo0uXLjg4OHDy5ElWrFjB6NGjqVevHj4+PixfvpxWrVpx+/ZtFixYoHTYolbyqd1IF7WZR50k6aIWvL09OHhwSunnoCB/ANavP8PUqduNuuzXXvME4NChMXrTp0zZz4YNuuesz56tyzr+6Sd/rK3N+fXXWF577TejxlXe0KGtaNHCSdFOyBJKbquqnDwZz9ix/2XZskG8/35/oqNTmTVrD99/r8wdyy4udmzcOBZ3d3vS0nKJiEjE3/9b9u69ZpLle3u7cfDgc6Wfg4J0Q3itX3+WRYuOMnp0OwDCw6fq/Z2f3yYOHTJu1qbS20rN6wagaVMHNm0aQ8OG9UhKyubIkVh8fNaTnGy6xxhV5ORkzbJlA2ja1IGUlBx++ukS8+f/RkGBcTv3XVys2bjRF3f3eqSl5RMRcRd///3s3ZtA06a2DB3qxqxZHbGzsyA2NoufforlX/8y7Ynv66+HsmTJQD77bDguLrbcupXJF1/8yT//edikcZRQY/lRire3KwcPPlv6OSjID4D1688zdeqvqoonMHAfXbo0YvLkTjg7W3PrViahodd5770w8vLkWb9CPCgl26kuLjZs3Ni/uO7KK667Qtm7Nx6A2bNPFJ9PDMLa2oxff73Fa6/9btSY1Ext9Sgo1+4B9bdTlT7HqUjt/QcBAY+zaFHP0u8OHx5TaR5jUdu2UiOl9vXXXtMNk3/o0JN606dMOcKGDVcoKNDy1FN7WL7ci507h2Bvb8GVKxlMnnyY4OA4o8ZWnlL9T2pcPzWdV2zbdoWAgL28804vVq0axMWLKYwfv5OjR28ZJZ6qqKW/UOn+HvFoU2P5UbJdWJHa+nvU1tZQ07UKta0btZs9O6L4HNmn+Bw5kddeO2OUZdXUzgDo0MGJZcu8aNDAipiYTD74IIKgoP/Nm9ns7e3p3bs3QUFBXL16lfz8fJo1a8Yrr7zCu+++C8DXX3/N9OnT8fLyokOHDqxYsYInnnhC4chFzWSkCwEcOnQdjWaxIsvWaD6vcZ7c3EJmzjzMzJnKdALu2RONRvOBIsuuSMltVZ1du66wa9cVpcMA4OWXdyi6/EOHYtFoVlT7/f2+MwUlt5Xa181zz21TdPlV+fHHi/z4o3E7hqvy8svHq/3u5s1s/PxMd6dXdTIz85g9ew+zZ+9ROhRAneVHKYcO3USj+bjW87dqtdaI0dQcz/DhW426/LoYNGiD0iHoUVM8aopFVKZkO/Xll8Pu+73ufOI4M2dWX8eZmpLlWW31KCjX7gH1t1OVPsepSO39B4sXn2Tx4pMmiKYytW0rNVJqX9do1tc4z5UrGUyYcNDosdyPUv1Palw/tTmvWLfuvKKPKVRTf6Ga+uaqorZ2vNriUZrayo+S7cKK1Nbfo7a2hpquVaht3ajNoEH619Zyc4uYOTOcmTONnzhYm3bGO++c4p13Thk9FjWwtrZm2bJlLFu2rNp5HnvsMcLC9Ps5tNqyUbX8/Pz0PgN069at0jRhagXUbhQLSboQQgghhBBCCCGEEEIIIYQQQgghhChHRroQQgghhBBCCCGEEEIIIYQQQgghhKiDfGo30kVt5lEnSboQQgghhBBCCCGEEEIIIYQQQgghhBFI0oUQQgghhBBCCCGEEEIIIYQQQgghRB3I40WEEEIIIYQQQgghhBBCCCGEEEIIIeqggNqNYiFJF0IIIYQQQgghhBBCCCGEEEIIIYQQ5chIF0IIIYQQQgghhBBCCCGEEEIIIYQQdZBP7dISajMahjpJ0oUQQgghhBBCCCGEEEIIIYQQQgghjEBGuhBCCCGEEEIIIYQQQgghhBBCCCGEqIMCajeKhSRdCCGEEEIIIYQQQgghhBBCCCGEEEKUIyNdCCGEEEIIIYQQQgghhBBCCCGEEELUQT5gXsv5Hk0arVarVToIY4uPj+fLL79k7NixNG7cWOlwxCPk8uXLHDhwgEGDBtGuXTulwxGPGCk/oq6k7Ij/FVKWxcOQ8iPqSsqO+F8i5VnUlZQd8b9EyrOoKyk74mFI+RH/K5KSkvj555959dVXcXd3Vzoc8ReTnp6Ok5MTMBuwrsVf5AJBpKWl4ejoaNzgDOwvkXSRlpbGmjVryM9/dLNjhBBCCCGEEOL/b+/eg6IqHzeAP8siLJdIxAtIgAKCmgJtGKIlgSCkmJCG0hYoYeOtGEtH0ZRLWlGZRnYxRVBDwNQQL9iFpIzRxAt4iUEtyExIB+mCiIq8vz/8sV+3NUWCPbvu85nZGc457znzvMM773l3z3vOISIiIiIiIiK6G126dMHMmTP//+I3ke40NTWhb9++qK2tbfM+9vb2qKqqgkKh6MRkHc8oJl0ANyZeNDY2Sh2DDFBzczNMTfkmHmofth9qL7YdulewLdN/wfZD7cW2Q/cStmdqL7YdupewPVN7se3Qf8H2Q/cKS0tLTrggyTQ1NeHq1attLm9mZmZwEy4AI5p0QURERERERERERERERERERNSRTKQOQERERERERERERERERERERGSIOOmCiIiIiIiIiIiIiIiIiIiIqB046YKIiIiIiIiIiIiIiIiIiIioHTjpgojuaTKZDPn5+VLHICIiIiKiu8BxPBEREREREREZCk66IJ2aPHkyIiIipI5BBmby5MmQyWRan9OnT0sdjfRYa7uZNm2a1raZM2dCJpNh8uTJug9GBmffvn2Qy+UYM2aM1FGI7gr7QeooHMNTR2A7IkPG8SC114ULFzB9+nQ4OzvD3Nwc9vb2CA0NRUlJidTRiNrl119/RVxcHHr37g0zMzO4uLggISEBdXV1bdq/uLgYMpkMf/zxR+cGJb3R+r30zTff1Fifn58PmUwmUSoyBDdfE+jSpQt69eqFkJAQrF27Fi0tLVLHIyLSwkkXRGQQwsLCUFNTo/Hp27ev1LFIzzk5OSE3NxeXL19Wr2tqasLGjRvh7Oz8n4597dq1/xqPDERGRgZefPFFfPfddzh37tx/Otb169f5xZB0qjP7QSIiImPRkeNBMi7jx4/HkSNHsG7dOpw8eRIFBQV4/PHH23yBmkif/Pzzz/D19cWpU6eQk5OD06dP4+OPP0ZRURH8/f1x8eJFqSOSnlIoFEhLS0N9fb3UUcjAtF4TqK6uRmFhIQIDA5GQkIDw8HA0NzdLHY+ISAMnXZBkdu/ejUcffRRdu3aFnZ0dwsPD8dNPP6m3V1dXQyaTYevWrQgMDISlpSW8vb2xb98+CVOTVFrvCLn5I5fLsW3bNiiVSigUCri6uiIlJUVrwFVTU4MnnngCFhYWcHV1xebNmyWqBemaUqmEk5MTtm7dql63detWODs746GHHlKva2t/lJeXh4CAACgUCmRnZ+u0LiSNhoYG5OXlYfr06RgzZgyysrLU21rv0Nm5cye8vLygUCgwdOhQHD9+XF0mKysLXbt2RUFBAQYOHAhzc3OcOXNGgpqQseqofjAoKAizZs3SOPaFCxdgZmaGoqKizq8I6Y0+ffpgxYoVGut8fHyQnJysXpbJZFizZg0iIyNhaWmJfv36oaCgQLdBSa+1pR0R6YvbjQdbx3o3u9Wdu0uWLEHPnj1x3333IT4+HvPnz4ePj0/nhydJ/fHHH9i7dy/S0tIQGBgIFxcXPPLII0hMTMSTTz6pLhMfH48ePXrAxsYGQUFBKC8vVx8jOTkZPj4+WLVqFZycnGBpaYmoqCj8+eefUlWLjNjMmTNhZmaGL7/8EgEBAXB2dsYTTzyBr7/+Gr/99hsWLlwIALhy5QrmzZsHJycnmJubw93dHRkZGaiurkZgYCAAwNbWlk/eMyLBwcGwt7fHG2+88a9ltmzZggcffBDm5ubo06cPli1bpt62YMEC+Pn5ae3j7e2N1NTUTslM+qH1moCjoyOUSiUWLFiAbdu2obCwUD0mu9O5FAC2b9+OIUOGQKFQoHv37oiMjJSgNkR0r+OkC5LMpUuX8PLLL+PgwYMoKiqCiYkJIiMjte4AXrhwIebMmYOysjJ4eHggOjqasxgJALB3717ExMQgISEBP/74I1atWoWsrCwsXbpUo9yiRYswfvx4lJeXQ6VSYdKkSaioqJAoNelaXFwcMjMz1ctr167FlClTNMq0tT+aP38+EhISUFFRgdDQUJ3kJ2lt2rQJ/fv3h6enJ5599lmsXbsWQgiNMnPnzsWyZctQWlqKHj16YOzYsRpPQmlsbERaWhrWrFmDEydOoGfPnrquBhm5jugH4+PjsXHjRly5ckW9z6effgpHR0cEBQXppiJkUFJSUhAVFYWjR49i9OjRUKlUvPuRiAxSW8aDt5OdnY2lS5ciLS0Nhw4dgrOzMz766KNOTEz6wtraGtbW1sjPz9cYQ93s6aefxvnz51FYWIhDhw5BqVRi5MiRGufM06dPY9OmTdi+fTt2796NI0eOYMaMGbqqBhEA4OLFi/jiiy8wY8YMWFhYaGyzt7eHSqVCXl4ehBCIiYlBTk4O0tPTUVFRgVWrVsHa2hpOTk7YsmULAKCyshI1NTV47733pKgO6ZhcLsfrr7+O999/H2fPntXafujQIURFRWHSpEk4duwYkpOTsWjRIvVFdZVKhQMHDmjcGHDixAkcPXoUzzzzjK6qQXoiKCgI3t7e6ptL7nQu3blzJyIjIzF69GgcOXIERUVFeOSRR6SsAhHdqwSRDsXGxopx48bdctuFCxcEAHHs2DEhhBBVVVUCgFizZo26zIkTJwQAUVFRoYu4pCdiY2OFXC4XVlZW6s+ECRPEyJEjxeuvv65RdsOGDcLBwUG9DEBMmzZNo4yfn5+YPn26TrKTdFr7m/Pnzwtzc3NRXV0tqqurhUKhEBcuXBDjxo0TsbGxt9z33/qjFStW6LAGpA+GDRum/r9fu3ZNdO/eXezZs0cIIcSePXsEAJGbm6suX1dXJywsLEReXp4QQojMzEwBQJSVlek8O1FH9oOXL18Wtra26rYthBBeXl4iOTlZF1Uhid08hndxcRHLly/X2O7t7S2SkpLUywDEq6++ql5uaGgQAERhYaEO0pK+ak87+vzzz3WWj+jf3G48mJmZKe6//36N8p9//rm4+ec2Pz8/MXPmTI0yw4cPF97e3p0Zm/TE5s2bha2trVAoFGLYsGEiMTFRlJeXCyGE2Lt3r7CxsRFNTU0a+7i5uYlVq1YJIYRISkoScrlcnD17Vr29sLBQmJiYiJqaGt1VhIze/v37b3tufvfddwUA8cMPPwgA4quvvrpludbv0fX19Z0XlvTKzWPAoUOHiri4OCGE5vnymWeeESEhIRr7zZ07VwwcOFC97O3tLVJTU9XLiYmJws/Pr5PTk5Rudy1p4sSJYsCAAW06l/r7+wuVStXZcYmIBJ90QZI5deoUoqOj4erqChsbG/Tp0wcAtB677uXlpf7bwcEBAHD+/Hmd5ST9EBgYiLKyMvUnPT0d5eXlSE1NVd89Ym1tjalTp6KmpgaNjY3qff39/TWO5e/vzyddGJEePXqoHwOcmZmJMWPGoHv37hpl2tof+fr66io26YHKykocOHAA0dHRAABTU1NMnDgRGRkZGuVu7mO6desGT09PjT7GzMxM41xGpGsd0Q8qFAo899xzWLt2LQDg8OHDOH78OB8HTP/q5n7PysoKNjY2HMMTkcFp63jwTsf4592UvLvSeIwfPx7nzp1DQUEBwsLCUFxcDKVSiaysLJSXl6OhoQF2dnYav2tUVVVp3M3t7OwMR0dH9bK/vz9aWlpQWVkpRZXIyIk7POmnuroacrkcAQEBOkpEhiQtLQ3r1q3T+l22oqICw4cP11g3fPhwnDp1CtevXwdw42kXGzduBHCjHebk5EClUukmOOkdIQRkMlmbzqVlZWUYOXKkxImJyBiYSh2AjNfYsWPh4uKC1atXo3fv3mhpacGgQYNw9epVjXJdunRR/936XtR/PvKf7n1WVlZwd3fXWNfQ0ICUlBQ89dRTWuUVCoWuopEBiIuLw6xZswAAH3zwgdb2tvZHVlZWOslL+iEjIwPNzc3o3bu3ep0QAubm5li5cmWbj2NhYaH1Xm8iXeuIfjA+Ph4+Pj44e/YsMjMzERQUBBcXF53VgfSDiYmJ1o/tN79SqdXNY3jgxjieY3hq1dZ2RCS1O40H2ZapLRQKBUJCQhASEoJFixYhPj4eSUlJmDFjBhwcHFBcXKy1T9euXXWek+h23N3dIZPJUFFRgcjISK3tFRUVsLW11Xr1CNHNRowYgdDQUCQmJt71BP7o6GjMmzcPhw8fxuXLl/Hrr79i4sSJnROU9F5FRQX69u2LhoaGO55L2S8Rka5w0gVJoq6uDpWVlVi9ejUee+wxAMD3338vcSoyNEqlEpWVlVqTMf5p//79iImJ0Vh+6KGHOjse6ZGwsDBcvXoVMpkMoaGhGtvYH9GtNDc3Y/369Vi2bBlGjRqlsS0iIgI5OTno378/gBt9irOzMwCgvr4eJ0+exIABA3Semeh2OqIfHDx4MHx9fbF69Wps3LjxriYf0b2jR48eqKmpUS//9ddfqKqqkjARGSK2IzIEbRkPuri44O+//8alS5fUE7TLyso0ynp6eqK0tFTjO2lpaWmn5yf9NXDgQOTn50OpVKK2thampqbqp4zdypkzZ3Du3Dn15J/9+/fDxMQEnp6eOkpMBNjZ2SEkJAQffvghZs+erXERs7a2FtnZ2YiJicHgwYPR0tKCb7/9FsHBwVrHMTMzAwD10wvI+Lz55pvw8fHR6MMGDBiAkpISjXIlJSXw8PCAXC4HADzwwAMICAhAdnY2Ll++jJCQEPTs2VOn2Uk/fPPNNzh27Bhmz56NBx544I7nUi8vLxQVFWHKlCm6DUpERoeTLkgStra2sLOzwyeffAIHBwecOXMG8+fPlzoWGZjFixcjPDwczs7OmDBhAkxMTFBeXo7jx49jyZIl6nKfffYZfH198eijjyI7OxsHDhy4q8fBkuGTy+XqRxe2fllrxf6IbmXHjh2or6/H888/j/vvv19j2/jx45GRkYG3334bAJCamgo7Ozv06tULCxcuRPfu3RERESFBaqJ/11H9YHx8PGbNmgUrK6tb3uFG976goCBkZWVh7Nix6Nq1KxYvXqzVpojuhO2IDEFbxoNffPEFLC0tsWDBArz00kv44YcfkJWVpVH2xRdfxNSpU+Hr64thw4YhLy8PR48ehaurqw5rQ1Koq6vD008/jbi4OHh5eeG+++7DwYMH8dZbb2HcuHEIDg6Gv78/IiIi8NZbb8HDwwPnzp3Dzp07ERkZqX69pUKhQGxsLN555x389ddfeOmllxAVFQV7e3uJa0jGZuXKlRg2bBhCQ0OxZMkS9O3bFydOnMDcuXPh6OiIpUuXolu3boiNjUVcXBzS09Ph7e2NX375BefPn0dUVBRcXFwgk8mwY8cOjB49GhYWFrC2tpa6aqRDgwcPhkqlQnp6unrdK6+8giFDhuC1117DxIkTsW/fPqxcuRIffvihxr4qlQpJSUm4evUqli9fruvoJIErV66gtrYW169fx++//47du3fjjTfeQHh4OGJiYmBiYnLHc2lSUhJGjhwJNzc3TJo0Cc3Nzdi1axfmzZsndfWI6B5jInUAMi4tLS0wNTWFiYkJcnNzcejQIQwaNAizZ89WX7wiaqvQ0FDs2LEDX375JYYMGYKhQ4di+fLlWo86T0lJQW5uLry8vLB+/Xrk5ORg4MCBEqUmqdjY2MDGxkZrPfsjupWMjAwEBwdr/cAO3PiR/eDBgzh69CiAG3dpJCQk4OGHH0ZtbS22b9+uvnuHSJ90RD8YHR0NU1NTREdH81VeRqR1DA8AiYmJCAgIQHh4OMaMGYOIiAi4ublJnJAMAdsRGZq2jAfPnj2LTz/9FLt27cLgwYORk5OD5ORkjbIqlQqJiYmYM2cOlEolqqqqMHnyZJ5HjYC1tTX8/PywfPlyjBgxAoMGDcKiRYswdepUrFy5EjKZDLt27cKIESMwZcoUeHh4YNKkSfjll1/Qq1cv9XHc3d3x1FNPYfTo0Rg1ahS8vLy0LkQS6UK/fv1w8OBBuLq6IioqCm5ubnjhhRcQGBiIffv2oVu3bgCAjz76CBMmTMCMGTPQv39/TJ06FZcuXQIAODo6IiUlBfPnz0evXr3Ur0Ak45Kamqrx6kGlUolNmzYhNzcXgwYNwuLFi5Gamqr1CpIJEyagrq4OjY2NvNnFSOzevRsODg7o06cPwsLCsGfPHqSnp2Pbtm2Qy+VtOpc+/vjj+Oyzz1BQUAAfHx8EBQXhwIEDEteMiO5FMvHPl08SdaKwsDC4u7vzcdRERGTwiouLERgYiPr6er5zmYxGdXU13NzcUFpaCqVSKXUc0hGO4akjsB0R/U9ISAjs7e2xYcMGqaOQnktOTkZ+fr7Wa2uIiIiIiEi/8PUipBP19fUoKSlBcXExpk2bJnUcIiIiIroL165dQ11dHV599VUMHTqUEy6MBMfw1BHYjsjYNTY24uOPP0ZoaCjkcjlycnLw9ddf46uvvpI6GhEREREREXUQTrognYiLi0NpaSleeeUVjBs3Tuo4RERERHQXSkpKEBgYCA8PD2zevFnqOKQjHMNTR2A7ImPX+tjrpUuXoqmpCZ6entiyZQuCg4OljkZEREREREQdhK8XISIiIiIiIiIiIiIiIiIiImoHE6kDEBERERERERERERERERERERkiTrogIiIiIiIiIiIiIiIiIiIiagdOuiAiIiIiIiIiIiIiIiIiIiJqB066ICIiIiIiIiIiIiIiIiIiImoHTrogIiIiIiIiIiIiIiIiIiIiagdOuiAiIiIiIiIiIiIiIiIiIiJqB066ICIiIiIiIiIiIiIiIiIiImoHTrogIiIiIiIiIiIiIiIiIiIiaof/AymKsJC8mZNCAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:15.418169Z", + "iopub.status.busy": "2024-06-16T12:19:15.417955Z", + "iopub.status.idle": "2024-06-16T12:19:15.602134Z", + "shell.execute_reply": "2024-06-16T12:19:15.601598Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:15.604319Z", + "iopub.status.busy": "2024-06-16T12:19:15.603974Z", + "iopub.status.idle": "2024-06-16T12:19:15.912658Z", + "shell.execute_reply": "2024-06-16T12:19:15.912018Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:15.914764Z", + "iopub.status.busy": "2024-06-16T12:19:15.914578Z", + "iopub.status.idle": "2024-06-16T12:19:16.205042Z", + "shell.execute_reply": "2024-06-16T12:19:16.204527Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:16.207339Z", + "iopub.status.busy": "2024-06-16T12:19:16.207001Z", + "iopub.status.idle": "2024-06-16T12:19:16.339256Z", + "shell.execute_reply": "2024-06-16T12:19:16.338817Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:16.341527Z", + "iopub.status.busy": "2024-06-16T12:19:16.341170Z", + "iopub.status.idle": "2024-06-16T12:19:16.554300Z", + "shell.execute_reply": "2024-06-16T12:19:16.553782Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:16.556677Z", + "iopub.status.busy": "2024-06-16T12:19:16.556230Z", + "iopub.status.idle": "2024-06-16T12:19:16.810478Z", + "shell.execute_reply": "2024-06-16T12:19:16.809946Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:16.812877Z", + "iopub.status.busy": "2024-06-16T12:19:16.812436Z", + "iopub.status.idle": "2024-06-16T12:19:16.820543Z", + "shell.execute_reply": "2024-06-16T12:19:16.820005Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:16.829940Z", + "iopub.status.busy": "2024-06-16T12:19:16.829682Z", + "iopub.status.idle": "2024-06-16T12:19:16.930121Z", + "shell.execute_reply": "2024-06-16T12:19:16.929612Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t0\n", + "CVE-2000:\t0\n", + "CVE-2001:\t0\n", + "CVE-2002:\t0\n", + "CVE-2003:\t1\n", + "CVE-2004:\t1\n", + "CVE-2005:\t0\n", + "CVE-2006:\t0\n", + "CVE-2007:\t1\n", + "CVE-2008:\t1\n", + "CVE-2009:\t8\n", + "CVE-2010:\t1\n", + "CVE-2011:\t20\n", + "CVE-2012:\t23\n", + "CVE-2013:\t54\n", + "CVE-2014:\t229\n", + "CVE-2015:\t274\n", + "CVE-2016:\t683\n", + "CVE-2017:\t4141\n", + "CVE-2018:\t12717\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:16.932266Z", + "iopub.status.busy": "2024-06-16T12:19:16.931917Z", + "iopub.status.idle": "2024-06-16T12:19:16.935674Z", + "shell.execute_reply": "2024-06-16T12:19:16.935186Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:19:16.932926**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2019.ipynb b/_sources/CVE2019.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..6c299676875df24a745267cd41c106e8ca6d1f89 --- /dev/null +++ b/_sources/CVE2019.ipynb @@ -0,0 +1,1122 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2019\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:19.431760Z", + "iopub.status.busy": "2024-06-16T12:19:19.431333Z", + "iopub.status.idle": "2024-06-16T12:19:19.981077Z", + "shell.execute_reply": "2024-06-16T12:19:19.980509Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:19:19.983517Z", + "iopub.status.busy": "2024-06-16T12:19:19.983322Z", + "iopub.status.idle": "2024-06-16T12:20:03.886737Z", + "shell.execute_reply": "2024-06-16T12:20:03.886190Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2019-01-01') & (nvd['Published'] < '2020-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2019, 1, 1)\n", + "enddate = date(2019, 12, 31)\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:03.889362Z", + "iopub.status.busy": "2024-06-16T12:20:03.889005Z", + "iopub.status.idle": "2024-06-16T12:20:03.894461Z", + "shell.execute_reply": "2024-06-16T12:20:03.893912Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **18938**
Average CVEs Per Day: **52.03**
Average CVSS Score: **7.25**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:03.896801Z", + "iopub.status.busy": "2024-06-16T12:20:03.896411Z", + "iopub.status.idle": "2024-06-16T12:20:03.905400Z", + "shell.execute_reply": "2024-06-16T12:20:03.904928Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:03.907459Z", + "iopub.status.busy": "2024-06-16T12:20:03.907283Z", + "iopub.status.idle": "2024-06-16T12:20:04.876722Z", + "shell.execute_reply": "2024-06-16T12:20:04.876120Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:04.879194Z", + "iopub.status.busy": "2024-06-16T12:20:04.878850Z", + "iopub.status.idle": "2024-06-16T12:20:05.078879Z", + "shell.execute_reply": "2024-06-16T12:20:05.078341Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:05.081187Z", + "iopub.status.busy": "2024-06-16T12:20:05.080835Z", + "iopub.status.idle": "2024-06-16T12:20:05.387851Z", + "shell.execute_reply": "2024-06-16T12:20:05.387250Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:05.390053Z", + "iopub.status.busy": "2024-06-16T12:20:05.389834Z", + "iopub.status.idle": "2024-06-16T12:20:05.720401Z", + "shell.execute_reply": "2024-06-16T12:20:05.719820Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:05.722954Z", + "iopub.status.busy": "2024-06-16T12:20:05.722498Z", + "iopub.status.idle": "2024-06-16T12:20:05.885202Z", + "shell.execute_reply": "2024-06-16T12:20:05.884755Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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rV6+MHDkyZ555ZrnHAjYhr732Wi677LLcdtttWbJkSbp165YvfOELufzyy1NZWVnu8YCCmjFjRg499NB1tg8dOjQTJkxIc3NzRo8enRtuuCFLly7NQQcdlGuvvTa77rprGaYtD8ESAAAAACgM97AEAAAAAApDsAQAAAAACkOwBAAAAAAKQ7AEAAAAAApDsAQAAAAACkOwBAAAAAAKQ7AEAAAAAApDsAQAAAAACkOwBAAAAAAKQ7AEAAAAAApDsAQAAAAACkOwBAAAAAAK4/8HnC4sF3iSJRgAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:05.887379Z", + "iopub.status.busy": "2024-06-16T12:20:05.887041Z", + "iopub.status.idle": "2024-06-16T12:20:06.131590Z", + "shell.execute_reply": "2024-06-16T12:20:06.131049Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:06.133931Z", + "iopub.status.busy": "2024-06-16T12:20:06.133492Z", + "iopub.status.idle": "2024-06-16T12:20:06.372502Z", + "shell.execute_reply": "2024-06-16T12:20:06.371917Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:06.374713Z", + "iopub.status.busy": "2024-06-16T12:20:06.374405Z", + "iopub.status.idle": "2024-06-16T12:20:06.382946Z", + "shell.execute_reply": "2024-06-16T12:20:06.382441Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:06.392343Z", + "iopub.status.busy": "2024-06-16T12:20:06.391996Z", + "iopub.status.idle": "2024-06-16T12:20:06.502979Z", + "shell.execute_reply": "2024-06-16T12:20:06.502463Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t0\n", + "CVE-2000:\t0\n", + "CVE-2001:\t0\n", + "CVE-2002:\t3\n", + "CVE-2003:\t0\n", + "CVE-2004:\t1\n", + "CVE-2005:\t8\n", + "CVE-2006:\t6\n", + "CVE-2007:\t9\n", + "CVE-2008:\t6\n", + "CVE-2009:\t24\n", + "CVE-2010:\t86\n", + "CVE-2011:\t115\n", + "CVE-2012:\t110\n", + "CVE-2013:\t207\n", + "CVE-2014:\t131\n", + "CVE-2015:\t354\n", + "CVE-2016:\t371\n", + "CVE-2017:\t844\n", + "CVE-2018:\t3290\n", + "CVE-2019:\t13373\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))\n", + "print(\"CVE-2019:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2019-')]))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:06.505199Z", + "iopub.status.busy": "2024-06-16T12:20:06.504806Z", + "iopub.status.idle": "2024-06-16T12:20:06.508569Z", + "shell.execute_reply": "2024-06-16T12:20:06.508119Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:20:06.505846**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2020.ipynb b/_sources/CVE2020.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..5566b03446494e8f9ea2b5e4ddfa6739986f65ed --- /dev/null +++ b/_sources/CVE2020.ipynb @@ -0,0 +1,1124 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2020\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:09.000673Z", + "iopub.status.busy": "2024-06-16T12:20:09.000217Z", + "iopub.status.idle": "2024-06-16T12:20:09.542127Z", + "shell.execute_reply": "2024-06-16T12:20:09.541577Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:09.544555Z", + "iopub.status.busy": "2024-06-16T12:20:09.544156Z", + "iopub.status.idle": "2024-06-16T12:20:54.096193Z", + "shell.execute_reply": "2024-06-16T12:20:54.095623Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2020-01-01') & (nvd['Published'] < '2021-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2020, 1, 1)\n", + "enddate = date(2020, 12, 31)\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:54.098788Z", + "iopub.status.busy": "2024-06-16T12:20:54.098435Z", + "iopub.status.idle": "2024-06-16T12:20:54.104901Z", + "shell.execute_reply": "2024-06-16T12:20:54.104345Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **19222**
Average CVEs Per Day: **52.66**
Average CVSS Score: **7.14**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:54.107127Z", + "iopub.status.busy": "2024-06-16T12:20:54.106820Z", + "iopub.status.idle": "2024-06-16T12:20:54.115400Z", + "shell.execute_reply": "2024-06-16T12:20:54.114947Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:54.117357Z", + "iopub.status.busy": "2024-06-16T12:20:54.117183Z", + "iopub.status.idle": "2024-06-16T12:20:55.071852Z", + "shell.execute_reply": "2024-06-16T12:20:55.071246Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:55.074307Z", + "iopub.status.busy": "2024-06-16T12:20:55.073884Z", + "iopub.status.idle": "2024-06-16T12:20:55.255820Z", + "shell.execute_reply": "2024-06-16T12:20:55.255245Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:55.258193Z", + "iopub.status.busy": "2024-06-16T12:20:55.257911Z", + "iopub.status.idle": "2024-06-16T12:20:55.552637Z", + "shell.execute_reply": "2024-06-16T12:20:55.552073Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:55.554935Z", + "iopub.status.busy": "2024-06-16T12:20:55.554534Z", + "iopub.status.idle": "2024-06-16T12:20:55.877997Z", + "shell.execute_reply": "2024-06-16T12:20:55.877466Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:55.880079Z", + "iopub.status.busy": "2024-06-16T12:20:55.879904Z", + "iopub.status.idle": "2024-06-16T12:20:56.050642Z", + "shell.execute_reply": "2024-06-16T12:20:56.050087Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:56.052857Z", + "iopub.status.busy": "2024-06-16T12:20:56.052679Z", + "iopub.status.idle": "2024-06-16T12:20:56.296813Z", + "shell.execute_reply": "2024-06-16T12:20:56.296281Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:56.299019Z", + "iopub.status.busy": "2024-06-16T12:20:56.298671Z", + "iopub.status.idle": "2024-06-16T12:20:56.546858Z", + "shell.execute_reply": "2024-06-16T12:20:56.546318Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:56.549239Z", + "iopub.status.busy": "2024-06-16T12:20:56.548908Z", + "iopub.status.idle": "2024-06-16T12:20:56.558277Z", + "shell.execute_reply": "2024-06-16T12:20:56.557784Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:56.567662Z", + "iopub.status.busy": "2024-06-16T12:20:56.567278Z", + "iopub.status.idle": "2024-06-16T12:20:56.684108Z", + "shell.execute_reply": "2024-06-16T12:20:56.683620Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t6\n", + "CVE-2000:\t5\n", + "CVE-2001:\t5\n", + "CVE-2002:\t3\n", + "CVE-2003:\t3\n", + "CVE-2004:\t4\n", + "CVE-2005:\t4\n", + "CVE-2006:\t2\n", + "CVE-2007:\t7\n", + "CVE-2008:\t7\n", + "CVE-2009:\t14\n", + "CVE-2010:\t14\n", + "CVE-2011:\t77\n", + "CVE-2012:\t164\n", + "CVE-2013:\t266\n", + "CVE-2014:\t223\n", + "CVE-2015:\t151\n", + "CVE-2016:\t118\n", + "CVE-2017:\t450\n", + "CVE-2018:\t493\n", + "CVE-2019:\t2829\n", + "CVE-2020:\t14377\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))\n", + "print(\"CVE-2019:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2019-')]))\n", + "print(\"CVE-2020:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2020-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:56.686256Z", + "iopub.status.busy": "2024-06-16T12:20:56.685921Z", + "iopub.status.idle": "2024-06-16T12:20:56.689676Z", + "shell.execute_reply": "2024-06-16T12:20:56.689238Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:20:56.686909**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2021.ipynb b/_sources/CVE2021.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..4bb628292f8ec3f925ca86c63ab61bee3c2b6b11 --- /dev/null +++ b/_sources/CVE2021.ipynb @@ -0,0 +1,1126 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2021\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:59.175572Z", + "iopub.status.busy": "2024-06-16T12:20:59.175413Z", + "iopub.status.idle": "2024-06-16T12:20:59.711905Z", + "shell.execute_reply": "2024-06-16T12:20:59.711335Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:20:59.714503Z", + "iopub.status.busy": "2024-06-16T12:20:59.713985Z", + "iopub.status.idle": "2024-06-16T12:21:44.052959Z", + "shell.execute_reply": "2024-06-16T12:21:44.052460Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2021-01-01') & (nvd['Published'] < '2022-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2021, 1, 1)\n", + "enddate = date(2021, 12, 31)\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:44.055630Z", + "iopub.status.busy": "2024-06-16T12:21:44.055245Z", + "iopub.status.idle": "2024-06-16T12:21:44.060964Z", + "shell.execute_reply": "2024-06-16T12:21:44.060453Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **21950**
Average CVEs Per Day: **60.3**
Average CVSS Score: **7.09**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:44.063215Z", + "iopub.status.busy": "2024-06-16T12:21:44.062886Z", + "iopub.status.idle": "2024-06-16T12:21:44.072245Z", + "shell.execute_reply": "2024-06-16T12:21:44.071810Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:44.074350Z", + "iopub.status.busy": "2024-06-16T12:21:44.074026Z", + "iopub.status.idle": "2024-06-16T12:21:45.037829Z", + "shell.execute_reply": "2024-06-16T12:21:45.037256Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:45.040105Z", + "iopub.status.busy": "2024-06-16T12:21:45.039886Z", + "iopub.status.idle": "2024-06-16T12:21:45.227830Z", + "shell.execute_reply": "2024-06-16T12:21:45.227382Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:45.230133Z", + "iopub.status.busy": "2024-06-16T12:21:45.229797Z", + "iopub.status.idle": "2024-06-16T12:21:45.522274Z", + "shell.execute_reply": "2024-06-16T12:21:45.521737Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:45.524656Z", + "iopub.status.busy": "2024-06-16T12:21:45.524311Z", + "iopub.status.idle": "2024-06-16T12:21:45.849700Z", + "shell.execute_reply": "2024-06-16T12:21:45.849158Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:45.851843Z", + "iopub.status.busy": "2024-06-16T12:21:45.851534Z", + "iopub.status.idle": "2024-06-16T12:21:46.005843Z", + "shell.execute_reply": "2024-06-16T12:21:46.005328Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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tttsyevToPP300+nTp09GjhyZU089tdxjARuQ1157LV/96ldz6623ZtGiRenRo0e+8IUv5KKLLkplZWW5xwMK6u67787++++/xvZhw4Zl4sSJaWlpyZgxY3LNNddk8eLF2XvvvXPllVdmhx12KMO05SFYAgAAAACF4RmWAAAAAEBhCJYAAAAAQGEIlgAAAABAYQiWAAAAAEBhCJYAAAAAQGEIlgAAAABAYQiWAAAAAEBhCJYAAAAAQGEIlgAAAABAYQiWAAAAAEBhCJYAAAAAQGEIlgAAAABAYfw/cNoTLrQwK7oAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:46.008104Z", + "iopub.status.busy": "2024-06-16T12:21:46.007800Z", + "iopub.status.idle": "2024-06-16T12:21:46.250932Z", + "shell.execute_reply": "2024-06-16T12:21:46.250470Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:46.253020Z", + "iopub.status.busy": "2024-06-16T12:21:46.252839Z", + "iopub.status.idle": "2024-06-16T12:21:46.495675Z", + "shell.execute_reply": "2024-06-16T12:21:46.495106Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:46.498011Z", + "iopub.status.busy": "2024-06-16T12:21:46.497686Z", + "iopub.status.idle": "2024-06-16T12:21:46.507682Z", + "shell.execute_reply": "2024-06-16T12:21:46.507269Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:46.517779Z", + "iopub.status.busy": "2024-06-16T12:21:46.517527Z", + "iopub.status.idle": "2024-06-16T12:21:46.651461Z", + "shell.execute_reply": "2024-06-16T12:21:46.650881Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t0\n", + "CVE-2000:\t0\n", + "CVE-2001:\t0\n", + "CVE-2002:\t2\n", + "CVE-2003:\t0\n", + "CVE-2004:\t0\n", + "CVE-2005:\t3\n", + "CVE-2006:\t5\n", + "CVE-2007:\t4\n", + "CVE-2008:\t10\n", + "CVE-2009:\t22\n", + "CVE-2010:\t17\n", + "CVE-2011:\t14\n", + "CVE-2012:\t12\n", + "CVE-2013:\t13\n", + "CVE-2014:\t1\n", + "CVE-2015:\t43\n", + "CVE-2016:\t127\n", + "CVE-2017:\t134\n", + "CVE-2018:\t215\n", + "CVE-2019:\t309\n", + "CVE-2020:\t4580\n", + "CVE-2021:\t16439\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))\n", + "print(\"CVE-2019:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2019-')]))\n", + "print(\"CVE-2020:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2020-')]))\n", + "print(\"CVE-2021:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2021-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:46.653798Z", + "iopub.status.busy": "2024-06-16T12:21:46.653616Z", + "iopub.status.idle": "2024-06-16T12:21:46.657693Z", + "shell.execute_reply": "2024-06-16T12:21:46.657266Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:21:46.654469**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2022.ipynb b/_sources/CVE2022.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..db956ca1b93d52e3e06d6d118d0938ffb0db62e0 --- /dev/null +++ b/_sources/CVE2022.ipynb @@ -0,0 +1,1129 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2022\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:49.146332Z", + "iopub.status.busy": "2024-06-16T12:21:49.145859Z", + "iopub.status.idle": "2024-06-16T12:21:49.691102Z", + "shell.execute_reply": "2024-06-16T12:21:49.690500Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:21:49.693421Z", + "iopub.status.busy": "2024-06-16T12:21:49.693108Z", + "iopub.status.idle": "2024-06-16T12:22:34.896911Z", + "shell.execute_reply": "2024-06-16T12:22:34.896354Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2022-01-01') & (nvd['Published'] < '2023-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2022, 1, 1)\n", + "enddate = date(2023, 1, 1)\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:34.899396Z", + "iopub.status.busy": "2024-06-16T12:22:34.899206Z", + "iopub.status.idle": "2024-06-16T12:22:34.905488Z", + "shell.execute_reply": "2024-06-16T12:22:34.904958Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **26431**
Average CVEs Per Day: **72.41**
Average CVSS Score: **7.19**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:34.907570Z", + "iopub.status.busy": "2024-06-16T12:22:34.907393Z", + "iopub.status.idle": "2024-06-16T12:22:34.917245Z", + "shell.execute_reply": "2024-06-16T12:22:34.916827Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:34.919340Z", + "iopub.status.busy": "2024-06-16T12:22:34.919011Z", + "iopub.status.idle": "2024-06-16T12:22:35.868508Z", + "shell.execute_reply": "2024-06-16T12:22:35.867906Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:35.870859Z", + "iopub.status.busy": "2024-06-16T12:22:35.870567Z", + "iopub.status.idle": "2024-06-16T12:22:36.034776Z", + "shell.execute_reply": "2024-06-16T12:22:36.034256Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:36.037086Z", + "iopub.status.busy": "2024-06-16T12:22:36.036668Z", + "iopub.status.idle": "2024-06-16T12:22:36.335285Z", + "shell.execute_reply": "2024-06-16T12:22:36.334697Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:36.337646Z", + "iopub.status.busy": "2024-06-16T12:22:36.337325Z", + "iopub.status.idle": "2024-06-16T12:22:36.700407Z", + "shell.execute_reply": "2024-06-16T12:22:36.699835Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:36.702719Z", + "iopub.status.busy": "2024-06-16T12:22:36.702379Z", + "iopub.status.idle": "2024-06-16T12:22:36.864547Z", + "shell.execute_reply": "2024-06-16T12:22:36.864048Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:36.866822Z", + "iopub.status.busy": "2024-06-16T12:22:36.866479Z", + "iopub.status.idle": "2024-06-16T12:22:37.087377Z", + "shell.execute_reply": "2024-06-16T12:22:37.086909Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:37.089492Z", + "iopub.status.busy": "2024-06-16T12:22:37.089305Z", + "iopub.status.idle": "2024-06-16T12:22:37.333924Z", + "shell.execute_reply": "2024-06-16T12:22:37.333346Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:37.336066Z", + "iopub.status.busy": "2024-06-16T12:22:37.335891Z", + "iopub.status.idle": "2024-06-16T12:22:37.346710Z", + "shell.execute_reply": "2024-06-16T12:22:37.346248Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:37.356461Z", + "iopub.status.busy": "2024-06-16T12:22:37.356152Z", + "iopub.status.idle": "2024-06-16T12:22:37.520257Z", + "shell.execute_reply": "2024-06-16T12:22:37.519581Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t0\n", + "CVE-2000:\t0\n", + "CVE-2001:\t0\n", + "CVE-2002:\t0\n", + "CVE-2003:\t3\n", + "CVE-2004:\t0\n", + "CVE-2005:\t1\n", + "CVE-2006:\t0\n", + "CVE-2007:\t1\n", + "CVE-2008:\t1\n", + "CVE-2009:\t2\n", + "CVE-2010:\t1\n", + "CVE-2011:\t4\n", + "CVE-2012:\t3\n", + "CVE-2013:\t37\n", + "CVE-2014:\t49\n", + "CVE-2015:\t40\n", + "CVE-2016:\t41\n", + "CVE-2017:\t163\n", + "CVE-2018:\t42\n", + "CVE-2019:\t250\n", + "CVE-2020:\t900\n", + "CVE-2021:\t4757\n", + "CVE-2022:\t20136\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))\n", + "print(\"CVE-2019:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2019-')]))\n", + "print(\"CVE-2020:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2020-')]))\n", + "print(\"CVE-2021:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2021-')]))\n", + "print(\"CVE-2022:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2022-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:37.522533Z", + "iopub.status.busy": "2024-06-16T12:22:37.522181Z", + "iopub.status.idle": "2024-06-16T12:22:37.526019Z", + "shell.execute_reply": "2024-06-16T12:22:37.525530Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:22:37.523224**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2023.ipynb b/_sources/CVE2023.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..6677172f8f907b29692e59c2f76a57be78ac4980 --- /dev/null +++ b/_sources/CVE2023.ipynb @@ -0,0 +1,1132 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2023\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:40.013952Z", + "iopub.status.busy": "2024-06-16T12:22:40.013796Z", + "iopub.status.idle": "2024-06-16T12:22:40.553518Z", + "shell.execute_reply": "2024-06-16T12:22:40.553001Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:22:40.556036Z", + "iopub.status.busy": "2024-06-16T12:22:40.555832Z", + "iopub.status.idle": "2024-06-16T12:23:24.470087Z", + "shell.execute_reply": "2024-06-16T12:23:24.469460Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2023-01-01') & (nvd['Published'] < '2024-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2023, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:24.472746Z", + "iopub.status.busy": "2024-06-16T12:23:24.472554Z", + "iopub.status.idle": "2024-06-16T12:23:24.479688Z", + "shell.execute_reply": "2024-06-16T12:23:24.479183Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **30949**
Average CVEs Per Day: **58.17**
Average CVSS Score: **7.12**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:24.481916Z", + "iopub.status.busy": "2024-06-16T12:23:24.481586Z", + "iopub.status.idle": "2024-06-16T12:23:24.492242Z", + "shell.execute_reply": "2024-06-16T12:23:24.491815Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:24.494361Z", + "iopub.status.busy": "2024-06-16T12:23:24.494037Z", + "iopub.status.idle": "2024-06-16T12:23:25.499288Z", + "shell.execute_reply": "2024-06-16T12:23:25.498725Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:25.501486Z", + "iopub.status.busy": "2024-06-16T12:23:25.501271Z", + "iopub.status.idle": "2024-06-16T12:23:25.683920Z", + "shell.execute_reply": "2024-06-16T12:23:25.683442Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:25.686131Z", + "iopub.status.busy": "2024-06-16T12:23:25.685792Z", + "iopub.status.idle": "2024-06-16T12:23:25.982186Z", + "shell.execute_reply": "2024-06-16T12:23:25.981662Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:25.984471Z", + "iopub.status.busy": "2024-06-16T12:23:25.984113Z", + "iopub.status.idle": "2024-06-16T12:23:26.320180Z", + "shell.execute_reply": "2024-06-16T12:23:26.319628Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:26.322526Z", + "iopub.status.busy": "2024-06-16T12:23:26.322081Z", + "iopub.status.idle": "2024-06-16T12:23:26.450911Z", + "shell.execute_reply": "2024-06-16T12:23:26.450479Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:26.453053Z", + "iopub.status.busy": "2024-06-16T12:23:26.452724Z", + "iopub.status.idle": "2024-06-16T12:23:26.665604Z", + "shell.execute_reply": "2024-06-16T12:23:26.665118Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:26.667778Z", + "iopub.status.busy": "2024-06-16T12:23:26.667600Z", + "iopub.status.idle": "2024-06-16T12:23:26.911215Z", + "shell.execute_reply": "2024-06-16T12:23:26.910688Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 10].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigners" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:26.913370Z", + "iopub.status.busy": "2024-06-16T12:23:26.913183Z", + "iopub.status.idle": "2024-06-16T12:23:26.924932Z", + "shell.execute_reply": "2024-06-16T12:23:26.924406Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:26.935001Z", + "iopub.status.busy": "2024-06-16T12:23:26.934832Z", + "iopub.status.idle": "2024-06-16T12:23:27.131589Z", + "shell.execute_reply": "2024-06-16T12:23:27.131009Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t0\n", + "CVE-2000:\t0\n", + "CVE-2001:\t0\n", + "CVE-2002:\t0\n", + "CVE-2003:\t0\n", + "CVE-2004:\t0\n", + "CVE-2005:\t1\n", + "CVE-2006:\t2\n", + "CVE-2007:\t3\n", + "CVE-2008:\t5\n", + "CVE-2009:\t15\n", + "CVE-2010:\t25\n", + "CVE-2011:\t28\n", + "CVE-2012:\t53\n", + "CVE-2013:\t101\n", + "CVE-2014:\t84\n", + "CVE-2015:\t140\n", + "CVE-2016:\t33\n", + "CVE-2017:\t286\n", + "CVE-2018:\t587\n", + "CVE-2019:\t209\n", + "CVE-2020:\t564\n", + "CVE-2021:\t801\n", + "CVE-2022:\t4324\n", + "CVE-2023:\t23686\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))\n", + "print(\"CVE-2019:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2019-')]))\n", + "print(\"CVE-2020:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2020-')]))\n", + "print(\"CVE-2021:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2021-')]))\n", + "print(\"CVE-2022:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2022-')]))\n", + "print(\"CVE-2023:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2023-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:27.133744Z", + "iopub.status.busy": "2024-06-16T12:23:27.133438Z", + "iopub.status.idle": "2024-06-16T12:23:27.137358Z", + "shell.execute_reply": "2024-06-16T12:23:27.136819Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:23:27.134437**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVE2024.ipynb b/_sources/CVE2024.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..2da2409313489cb215b6926ef0c4d4d8602e050d --- /dev/null +++ b/_sources/CVE2024.ipynb @@ -0,0 +1,1132 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# 2023\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:29.629422Z", + "iopub.status.busy": "2024-06-16T12:23:29.629254Z", + "iopub.status.idle": "2024-06-16T12:23:30.164119Z", + "shell.execute_reply": "2024-06-16T12:23:30.163538Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:23:30.166497Z", + "iopub.status.busy": "2024-06-16T12:23:30.166129Z", + "iopub.status.idle": "2024-06-16T12:24:14.145796Z", + "shell.execute_reply": "2024-06-16T12:24:14.145259Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2023-01-01') & (nvd['Published'] < '2024-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2023, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:14.148305Z", + "iopub.status.busy": "2024-06-16T12:24:14.147950Z", + "iopub.status.idle": "2024-06-16T12:24:14.154455Z", + "shell.execute_reply": "2024-06-16T12:24:14.153899Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **30949**
Average CVEs Per Day: **58.17**
Average CVSS Score: **7.12**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:14.156594Z", + "iopub.status.busy": "2024-06-16T12:24:14.156300Z", + "iopub.status.idle": "2024-06-16T12:24:14.166453Z", + "shell.execute_reply": "2024-06-16T12:24:14.165915Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Calendar" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:14.168754Z", + "iopub.status.busy": "2024-06-16T12:24:14.168364Z", + "iopub.status.idle": "2024-06-16T12:24:15.140894Z", + "shell.execute_reply": "2024-06-16T12:24:15.140289Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', suptitle='CVEs Per Day', figsize=(25,3));" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:15.143481Z", + "iopub.status.busy": "2024-06-16T12:24:15.143043Z", + "iopub.status.idle": "2024-06-16T12:24:15.301926Z", + "shell.execute_reply": "2024-06-16T12:24:15.301364Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:15.304167Z", + "iopub.status.busy": "2024-06-16T12:24:15.303855Z", + "iopub.status.idle": "2024-06-16T12:24:15.585044Z", + "shell.execute_reply": "2024-06-16T12:24:15.584468Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:15.587347Z", + "iopub.status.busy": "2024-06-16T12:24:15.586994Z", + "iopub.status.idle": "2024-06-16T12:24:15.921619Z", + "shell.execute_reply": "2024-06-16T12:24:15.921031Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:15.923990Z", + "iopub.status.busy": "2024-06-16T12:24:15.923621Z", + "iopub.status.idle": "2024-06-16T12:24:16.080157Z", + "shell.execute_reply": "2024-06-16T12:24:16.079687Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:16.082484Z", + "iopub.status.busy": "2024-06-16T12:24:16.082170Z", + "iopub.status.idle": "2024-06-16T12:24:16.297464Z", + "shell.execute_reply": "2024-06-16T12:24:16.297011Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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TkxPOzs4MHz6c5ORkszq+vr4MGDCAQYMGkSdPHgoUKMCSJUt4+PAhPXr0wMHBAXd3d77++mvjnBeXD6SM9Y4dO/Dy8sLe3p6mTZsSFxdnnJOQkECrVq0oVaoUZ8+eZfDgwdSrV49y5crRqlUr1q1bx/Lly2nbti0XL140zrt//z5du3YlV65cFCpUiE8++QRfX18GDRpk1HnZ3wLAxo0bKVu2LNbW1ri5uTFjxgyz8ri4ON58801sbW0pUaIEa9aswc3NjVmzZqX7G1y9epWOHTvi5ORE3rx5ad26NZcvX87oZ+PMmTO0aNECR0dHHBwcqFu3LjExMcCz/07Gjx9PkSJFsLa2pmLFimzfvt04N2W5zWeffUbdunWxtbWlWrVqnD9/nmPHjlG1alXs7e1p1qwZN2/ezDAOERERERGR3+qVkwIjR45kypQp+Pv7ExkZyZo1ayhQoIBRPnr0aIYOHUp4eDilS5emS5cuJCQkGOWPHj1i6tSpLF26lDNnzpA/f378/Pw4fvw4ISEhHD58mOTkZJo3b87Tp0/NzpszZw7r1q1j+/bthIaG0rZtW7Zt28a2bdtYtWoVixYtYsOGDcY5/fv35/Dhw6xbt47vvvuODh060LRp01Q3mc/76quvaNu2Lc2bN+fUqVPs2bOH6tWrA9C1a1fCwsKMGz94dmP43Xff8fbbbwMQHBxMQEAAkyZNIioqio8++gh/f39WrFiR7jWTkpIoUqQIn3/+OZGRkQQEBDBq1Cg+++wzo86MGTMICgpi+fLlHDx4kNu3b7N58+ZUba1YsYJ8+fIRFhbGgAED6Nu3Lx06dKBWrVqcPHmS//u//+Odd97h0aNH6cbz6NEjpk+fzqpVq9i/fz+xsbEMHTrUKF+2bBkmk4nFixeTlJTEgAEDKFy4MBUrVmT58uWULVuWN998kz59+jBu3DjjvMGDB3Po0CFCQkLYtWsXBw4c4OTJk2bXftnfwokTJ+jYsSOdO3cmIiKCsWPH4u/vT1BQkNFGt27d+PHHHwkNDWXjxo0sXryYGzdupNvfp0+f0qRJExwcHDhw4ACHDh0ykiFPnjxJ85xr165Rr149rK2t+eabbzhx4gQ9e/Y0/tZnz57NjBkzmD59Ot999x1NmjShVatWqf72xowZw4cffsjJkyfJkSMHb7/9NsOHD2f27NkcOHCACxcuEBAQkG7sjx8/5t69e2YfERERERGRzDIlv/i4OQP379/HxcWFuXPn8u6775qVXb58mRIlSrB06VJ69eoFQGRkJGXLliUqKooyZcoQFBREjx49CA8Pp0KFCgBER0dTunRpDh06ZEw1v3XrFkWLFmXFihV06NDBOO/ChQuUKlUKgPfee49Vq1Zx/fp17O3tAWjatClubm4sXLiQ2NhYSpYsSWxsLK6urkacjRs3pnr16nz00Udp9rFWrVqULFmS1atXp1lesWJF3nrrLfz9/YFnswe++eYbjhw5AoC7uzsTJkygS5cuxjkTJ05k27ZtfPvtt5kdavr3789PP/1kJDlcXV3573//y7Bhw4BnT+tLlChBlSpVjA3zfH19SUxM5MCBA8Cz2QW5c+emXbt2rFy5EoCffvqJQoUKcfjwYf71r38RGhpKgwYNuHPnDk5OTmmO9fz58xk/fjw//fQTALVr12bkyJG0aNGCCRMmsHr1ahYtWkRycjLvv/8+v/zyC5cvXyYmJobatWvz008/cf/+fZydnVmzZg3t27cHID4+HldXV3r37s2sWbMy9bfQtWtXbt68yc6dO42xGj58OF999RVnzpzh7NmzeHl5GU/bAS5cuICHhweffPKJMSvBZDKxefNm2rRpw+rVq5k4cSJRUVGYTCYAnjx5gpOTE1u2bOH//u//Uv0+o0aNYt26dZw7d46cOXOmKi9cuDD9+vVj1KhRxrHq1atTrVo15s2bl+Z/L+vWraNLly7s2bOHhg0bAjBlyhSCgoI4e/Zsmn8nY8eONUu8/L8ARkE2mzTPkayRHOuf1SGIiIiIiAW5d+8euXPnJj4+HkdHx3TrvdJMgaioKB4/fkyjRo3SrVO+fHnj34UKFQIwe0prZWVlVicqKoocOXKYTct3dnbG09OTqKgo45idnZ1xkwpQoEAB3NzcjIRAyrGUa0VERJCYmEjp0qWxt7c3Pvv27TOe9D9//L333gMgPDw8w/517dqVNWvWAJCcnMzatWvp2rUrAA8fPiQmJoZevXqZtT1x4kTjms2aNTOOly1b1mh33rx5VKlSBRcXF+zt7Vm8eDGxsbHAs5vnuLg4szHKkSOHcdOb3vhnz54dZ2dnfHx8zMYIyPDJ+YtjXahQIbP6ERERxk371q1bGTNmDL6+vjRo0IAPP/zQ7Lw7d+4Az5aVPH361Jh1AZA7d248PT2N75n5W4iKiqJ27dpm8dauXZvo6GgSExM5d+4cOXLkoHLlyka5u7s7efLkSbe/p0+f5sKFCzg4OBi/Td68efn111/NZoU8Lzw8nLp166aZELh37x4//vhjmnE+/zcN5r9Xym/z4u+V0W81cuRI4uPjjc/Vq1fTrSsiIiIiIvKiV9po0NbW9qV1nr9JSnnqmpSUZNZGyvFX8eLNl8lkSvNYyrUePHhA9uzZOXHiBNmzZzerl5JIeP71iSmZk5f1sUuXLowYMYKTJ0/yyy+/cPXqVTp16mRcE2DJkiWp9h5IiWHp0qX88ssvZn1at24dQ4cOZcaMGdSsWRMHBwc+/vhjjh49mmEsaXnZOKX1m2SmjecnlCQkJBjj9OTJE3LlymWUPZ+kOXnyJO7u7q/chz/bgwcPqFKlCsHBwanKXFxc0jwnM/8tZEZav82LxzL6raytrbG2tn4tsYiIiIiIiOV5pZkCHh4e2NrasmfPntcWgJeXFwkJCWY3wLdu3eLcuXN4e3v/5nYrVapEYmIiN27cwN3d3eyTstv+88fy588PPHtym1H/ihQpQv369QkODiY4OJg33njDOLdAgQK4urpy8eLFVNcsUaIE8Gxaecqx4sWLAxjT5d9//30qVaqEu7u72RPq3LlzU6hQIbMxSkhI4MSJE795fH4Pd3d3IiIiAKhTpw6zZ8/mzp073Llzx9gg8cyZM/Tt29dY7lCyZEly5szJsWPHjHbi4+M5f/688T0zfwteXl4cOnTILJ5Dhw5RunRpsmfPjqenJwkJCZw6dcoov3DhgjFjIS2VK1cmOjqa/Pnzp/rd0ntVY/ny5Tlw4IDZvhcpHB0dcXV1TTPO3/M3LSIiIiIi8rq9UlLAxsaGESNGMHz4cFauXElMTAxHjhxh2bJlvzkADw8PWrduTe/evTl48CCnT5/m3//+N4ULF6Z169a/ud3SpUvTtWtXunXrxqZNm7h06RJhYWFMnjyZr776Kt3zxowZw9q1axkzZgxRUVFEREQwdepUszpdu3Zl3bp1fP7558bSgRTjxo1j8uTJzJkzh/PnzxMREUFgYCAzZ87McAyOHz/Ojh07OH/+PP7+/mY3zwAffPABU6ZMYcuWLZw9e5b333/feGPAn61t27bMmzcPeLam/cmTJzg7O1OkSBFq1KjBlStXaNq0KQMGDMDPzw8ABwcHunfvzrBhw9i7dy9nzpyhV69eZMuWzXhCnpm/hSFDhrBnzx4mTJjA+fPnWbFiBXPnzjU2QixTpgyNGzemT58+hIWFcerUKfr06ZPhDJWuXbuSL18+WrduzYEDB7h06RKhoaEMHDiQH374AYDNmzdTpkwZ45z+/ftz7949OnfuzPHjx4mOjmbVqlWcO3cOgGHDhjF16lTWr1/PuXPn+N///kd4eDgffPDB6/9BREREREREfqNXfvuAv78/Q4YMISAgAC8vLzp16pThmufMCAwMpEqVKrRo0YKaNWuSnJzMtm3b0lyv/artduvWjSFDhuDp6UmbNm04duwYxYoVS/ccX19fPv/8c0JCQqhYsSINGzYkLCzMrE779u25desWjx49ok2bNmZl7777LkuXLiUwMBAfHx/q169PUFCQMVMgLf/5z39o164dnTp1okaNGty6dYv333/frM6QIUN455136N69u7HEIOVViX+2QYMGsWfPHpYuXUq+fPk4ePAg169f5+bNm0yYMIGffvqJq1ev0qdPH7PzZs6cSc2aNWnRogWNGzemdu3axqsbU7zsb6Fy5cp89tlnrFu3jnLlyhEQEMD48eON5APAypUrKVCgAPXq1aNt27b07t0bBwcHs+s8z87Ojv3791OsWDHatWuHl5cXvXr14tdffzWWlcTHxxs3/PBsr4NvvvmGBw8eUL9+fapUqcKSJUuMOAcOHMjgwYMZMmQIPj4+bN++nZCQEDw8PF7LbyAiIiIiIvI6vNLbB0RSnDp1ijfffJOGDRsycOBAKleuTI4cOYiOjubTTz/lp59+MnulYloePnxI4cKFmTFjhrED/x/hhx9+oGjRouzevTvDTST/CVJ2GNXbB/569PYBEREREfkz/SFvHxBJUalSJcLDw3F2dqZly5ZYW1uTM2dO/vWvf5GQkMCcOXNSnXPq1CnWrl1LTEwMJ0+eNJZe/J5lImn55ptvCAkJ4dKlS3z77bd07twZNzc36tWr91qvIyIiIiIi8nf3Sm8fEHle/vz5mT17NrNmzeLmzZskJCRQsGBBsmVLP9c0ffp0zp07h5WVFVWqVOHAgQPky5fvtcb19OlTRo0axcWLF3FwcKBWrVoEBwf/7uUoIiIiIiIi/zRaPiDyD6LlA39dWj4gIiIiIn8mLR8QERERERERkQwpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCi9fUDkHyg+ckSGm4mIiIiIiIiAZgqIiIiIiIiIWCwlBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExELplYQi/0C5vadCNpusDkN+g+RY/6wOQUREREQsiGYKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoK/M34+voyaNCgrA7jtRo7diwVK1bM6jD+dJbabxERERER+etQUuBvzs3NjVmzZmV1GKls376djh074ubmRr58+ShfvjxDhw4lNjY2Vd2hQ4eyZ8+eLIgytT9zPP9K/RYREREREcukpIAA8OTJk9fSzqNHj+jQoQM9evSgXLlyLFu2jH379vHxxx9z//59KlSowObNm83Osbe3x9nZ+bVc/7d6Xf1/lfb/Cv0WERERERHLpqTAn2jx4sW4urqSlJRkdrx169b07NkTPz8/2rRpY1Y2aNAgfH1902zP19eXK1eu8N///heTyYTJZALSnpY+a9Ys3NzcjO8p15o0aRKurq54enoCcPXqVTp27IiTkxN58+aldevWXL582TgvNDSU6tWrkytXLpycnKhduzZXrlwxyrt3786jR484f/48AQEBNGrUiLJly9KkSRMWLVrEzp076du3L4cPHzbOeTHelNjGjRuHi4sLjo6OvPfee2Y31klJSUybNg13d3esra0pVqwYkyZNMspf1o+0+p/eeKYlNjaW1q1bY29vj6OjIx07duT69eup+rR06VJKlCiBjY1NqjZ+S79FREREREReJyUF/kQdOnTg1q1b7N271zh2+/Zttm/fTteuXV+5vU2bNlGkSBHGjx9PXFwccXFxr3T+nj17OHfuHLt27eLLL7/k6dOnNGnSBAcHBw4cOMChQ4ewt7enadOmPHnyhISEBNq0aUP9+vX57rvvOHz4MH369DFunnfs2MGpU6f47LPPsLe3Z+zYsRQvXhxPT0/Wrl2Lvb091apVY9KkSfzvf/97aWxRUVGEhoaydu1aNm3axLhx44zykSNHMmXKFPz9/YmMjGTNmjUUKFAA4KX9SK//mR3PpKQkWrduze3bt9m3bx+7du3i4sWLdOrUyazehQsX2LhxI5s2bSI8PDzTv0lG/X7R48ePuXfvntlHREREREQks3JkdQCWJE+ePDRr1ow1a9bQqFEjADZs2EC+fPlo0KABq1ateqX28ubNS/bs2XFwcKBgwYKvHE+uXLlYunQpVlZWAKxevZqkpCSWLl1q3OgHBgbi5OREaGgoVatWJT4+nhYtWlCqVCkAvLy8jPZWrlzJoEGDyJUrF6tWrWLhwoUsXbqUfPnyMWTIEB4+fAjAv//9b95//30ePnxIrly50ozNysqK5cuXY2dnR9myZRk/fjzDhg1jwoQJPHz4kNmzZzN37ly6d+8OQKlSpahTpw4A69evz7Af//d//5dm/4FMjeeePXuIiIjg0qVLFC1a1Oh72bJlOXbsGNWqVQOeLRlYuXIlLi4umf5NMup3tmypc3iTJ0/OMGkgIiIiIiKSEc0U+JN17dqVjRs38vjxYwCCg4Pp3Llzmjd8fzQfHx+zG+LTp09z4cIFHBwcsLe3x97enrx58/Lrr78SExND3rx58fPzo0mTJrRs2ZLZs2ebPU2PiIigVq1aAGzdupWBAwfSokUL/vWvfzFt2jSjnrW1Nblz587wqXaFChWws7MzvtesWZMHDx5w9epVoqKiePz4sZFYedHL+pFe/zMrKiqKokWLGgkBAG9vb5ycnIiKijKOFS9e/JUSApBxv9MycuRI4uPjjU969URERERERNKimQJ/spYtW5KcnMxXX31FtWrVOHDgAJ988gkA2bJlIzk52az+06dPX/kamW3nxaf0Dx48oEqVKgQHB6eqm3JzGxgYyMCBA9m+fTvr16/nww8/ZNeuXfzrX/8iISEBW1tb4NlT8ufbt7e3N/599epVnjx5Qv78+V+5b4BxjfRkph+Quv+v2x/dPjxLsFhbW//h1xERERERkX8mzRT4k9nY2NCuXTuCg4NZu3Ytnp6eVK5cGXh2w/riOvaXrUW3srIiMTHR7JiLiws//fSTWWIgM2vaK1euTHR0NPnz58fd3d3skzt3bqNepUqVGDlyJN9++y3lypVjzZo1ALi7uxMREQFAnTp1WLJkCdeuXeOXX34xZgrExsbSrVs3Bg0aRPbs2dON5fTp0/zyyy/G9yNHjmBvb0/RokXx8PDA1tY23df5ZbYfaUlrPF/k5eXF1atXzZ7KR0ZGcvfuXby9vTM892Uy6reIiIiIiMjrpqRAFujatStfffUVy5cvN9tgsGHDhhw/fpyVK1cSHR3NmDFj+P777zNsy83Njf3793Pt2jV+/vln4NlbCW7evMm0adOIiYlh3rx5fP3115mKK1++fLRu3ZoDBw5w6dIlQkNDGThwID/88AOXLl1i5MiRHD58mCtXrrBz506io6ONfQXatm3L/PnzAejfvz+lSpWiSJEi5MmTh5IlSwJQtWpVGjduTEBAQIaxPHnyhF69ehEZGcm2bdsYM2YM/fv3J1u2bNjY2DBixAiGDx/OypUriYmJ4ciRIyxbtixT/XjV8bx27RplypQhLCwMgMaNG+Pj40PXrl05efIkYWFhdOvWjfr161O1atV02+7WrRsjR478zf0WERERERF53XSnkQUaNmxI3rx5OXfuHG+//bZxvEmTJvj7+zN8+HCqVavG/fv36datW4ZtjR8/nsuXL1OqVCljaryXlxfz589n3rx5VKhQgbCwMIYOHfrSuOzs7Ni/fz/FihWjXbt2eHl50atXL3799VccHR2xs7Pj7NmzvPXWW5QuXZo+ffrQr18//vOf/wDwzjvvcOfOHfz9/bGxseGLL77g9u3b3LhxgwkTJnDt2jWuX7/O6NGjX3qT26hRIzw8PKhXrx6dOnWiVatWjB071ij39/dnyJAhBAQE4OXlRadOnbhx40am+vGq4/n06VPOnTvHo0ePADCZTHzxxRfkyZOHevXq0bhxY0qWLMn69eszbDs2Nvalb4h4Wb9FREREREReJ1Pyi4vPRX6Hy5cv07RpU0qUKMHw4cOpXbs2VlZWXL16lSVLlrBv3z727t1rlhQYOXIkBw4c4ODBgwD4+flx9+5dtmzZkkW9+HP8Ef2+d+/esyUShUdBNpvXFKn8mZJj/bM6BBERERH5B0i5N4iPj8/w4ahmCshr5ebmxrFjx6hevTp+fn7Y2NhgZWWFt7c3Fy9eZNmyZUZCIDk5mZiYGPbs2UPZsmWzOPI/j6X2W0RERERE/nqUFJDXzsHBgXHjxnHlyhVu3rzJxYsXuXPnDqtXr8bd3d2oFx8fj7e3N1ZWVowaNSoLI/5zWWq/RURERETkr0fLB0T+QbR84O9PywdERERE5HXQ8gERERERERERyZCSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhcqR1QGIyOsXHzkiw81EREREREREQDMFRERERERERCyWkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKh9EpCkX+g3N5TIZtNVochv1NyrH9WhyAiIiIi/3CaKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUyEK+vr4MGjQoq8PIMiaTiS1btvzp17p8+TImk4nw8PA/5doiIiIiIiJ/VUoKZKFNmzYxYcKErA4j04KCgnByckq3/MGDB8yYMYM6depQsGBBChcuTMOGDVm0aBEJCQl/XqAiIiIiIiKSKTmyOgBLljdv3qwOIdOePn2aYfmJEydo27YtxYsXp3fv3nh5eZEzZ06+++47Fi5cyMKFC9mxYwf58+f/kyIWERERERGRl9FMgSz0/PKBx48fM2LECIoWLYq1tTXu7u4sW7YMgDt37tC1a1dcXFywtbXFw8ODwMDADNs+c+YMLVq0wNHREQcHB+rWrUtMTIxRvnTpUry8vLCxsaFMmTLMnz/fKEuZXr9+/Xrq16+PjY0NwcHB9OjRg/j4eEwmEyaTibFjxwJw5coVmjdvjr+/PwcOHKB79+5Ur16dSpUq0b17d7799ltatmxJs2bNUiUXfv75Z9q2bYudnR0eHh6EhISYlW/bto3SpUtja2tLgwYNCAoKwmQycffu3XT7Hh0dTb169bCxscHb25tdu3alWe/ixYs0aNAAOzs7KlSowOHDh42yK1eu0LJlS/LkyUOuXLkoW7Ys27ZtS/eacXFxvPnmm9ja2lKiRAnWrFmDm5sbs2bNMurExsbSunVr7O3tcXR0pGPHjly/fh2A8+fPYzKZOHv2rFm7n3zyCaVKlUr3uiIiIiIiIr+HZgr8RXTr1o3Dhw8zZ84cKlSowKVLl/j5558B8Pf3JzIykq+//pp8+fJx4cIFfvnll3TbunbtGvXq1cPX15dvvvkGR0dHDh06ZEzhDw4OJiAggLlz51KpUiVOnTpF7969yZUrF927dzfa+d///seMGTOoVKkS2bJlY9asWQQEBHDu3DkA7O3tjXo9evSgd+/e/PDDD7z33nuEhYVRqVIl6tSpw7Vr11i4cCGhoaGsXr2aHj16GNcYN24c06ZN4+OPP+bTTz+la9euXLlyhbx583L16lXatWtHv3796NOnD8ePH2fIkCEZjmNSUhLt2rWjQIECHD16lPj4+HT3bRg9ejTTp0/Hw8OD0aNH06VLFy5cuECOHDno168fT548Yf/+/eTKlYvIyEijv+n9fj///DOhoaHkzJmTwYMHc+PGDbO4UhIC+/btIyEhgX79+tGpUydCQ0MpXbo0VatWJTg42GxJSXBwMG+//Xa61338+DGPHz82vt+7dy/D8REREREREXmekgJ/AefPn+ezzz5j165dNG7cGICSJUsa5bGxsVSqVImqVasC4ObmlmF78+bNI3fu3Kxbt46cOXMCULp0aaN8zJgxzJgxg3bt2gFQokQJIiMjWbRokVlSYNCgQUYdgNy5c2MymShYsKBx7MGDB3z11VdcunQJgO7du2Nvb8/27duJiorivffe46233jLKduzYYZYU8PPzo0uXLgB89NFHzJkzh7CwMJo2bcqCBQsoVaoUM2bMAMDT05OIiAimTp2abt93797N2bNn2bFjB66urka7zZo1S1V36NChvPnmm8Cz5ETZsmW5cOECZcqUITY2lrfeegsfHx/A/Pd40dmzZ9m9ezfHjh0zfqOlS5fi4eFh1NmzZw8RERFcunSJokWLArBy5UrKli3LsWPHqFatGl27dmXu3LlGUuD8+fOcOHGC1atXp3vtyZMnM27cuHTLRUREREREMqLlA38B4eHhZM+enfr166dZ3rdvX9atW0fFihUZPnw43377rVHWrFkz7O3tsbe3p2zZskZ7devWNRICz3v48CExMTH06tXLOM/e3p6JEyeaLS8AjBvcjJw/fx43NzecnZ15+PAh33zzDQsWLKBy5cp07dqVzp07G3ULFSrEnTt3zM4vX7688e9cuXLh6OhoPGGPioqiRo0aZvVr1qyZYTxRUVEULVrUSAhkdM7z1y5UqBCAce2BAwcyceJEateuzZgxY/juu+/Svea5c+fIkSMHlStXNo65u7uTJ0+eVHGlJAQAvL29cXJyIioqCoDOnTtz+fJljhw5AjybJVC5cmXKlCmT7rVHjhxJfHy88bl69Wq6dUVERERERF6kpMBfgK2tbYblzZo148qVK/z3v//lxx9/pFGjRgwdOhR49kQ6PDyc8PBwY817Ru09ePAAgCVLlhjnhYeH8/333xs3oyly5cr10tgTEhKM66XsF/D8ec9PuT958iTu7u5m57+YuDCZTCQlJb30uq/D89c2mUwAxrXfffddLl68yDvvvENERARVq1bl008//UPjKViwIA0bNmTNmjUArFmzhq5du2Z4jrW1NY6OjmYfERERERGRzFJS4C/Ax8eHpKQk9u3bl24dFxcXunfvzurVq5k1axaLFy8GoHDhwri7u+Pu7k7x4sWBZ0/ADxw4kOYbAwoUKICrqysXL140zkv5lChRIsM4raysSExMNDtWsmRJzp8/z9OnT3FycqJs2bJMmjSJp0+fcvbsWdatW0dSUhJfffUV8+bNo3///pkeFy8vL8LCwsyOvZi4SOucq1evEhcXl+lz0lO0aFHee+89Nm3axJAhQ1iyZEma9Tw9PUlISODUqVPGsQsXLpjNikiJ6/kn+ZGRkdy9exdvb2/jWNeuXVm/fj2HDx/m4sWLZjMtREREREREXjclBf4C3Nzc6N69Oz179mTLli1cunSJ0NBQPvvsMwACAgL44osvuHDhAmfOnOHLL7/Ey8sr3fb69+/PvXv36Ny5M8ePHyc6OppVq1YZGwSOGzeOyZMnM2fOHM6fP09ERASBgYHMnDnzpXE+ePCAPXv28PPPP/Po0SPy5ctH+fLljXXvgYGBrF27FltbWxo3bkyrVq1YvXo1AQEBfPbZZxnG/aL33nuP6Ohohg0bxrlz51izZg1BQUFmda5du0aZMmWM5EHjxo0pXbo03bt35/Tp0xw4cIDRo0dn+popBg0axI4dO7h06RInT55k7969ZrGXKVOGzZs3G/9u3Lgxffr0ISwsjFOnTtGnTx9sbW2NGQiNGzfGx8eHrl27cvLkScLCwujWrRv169c3W6bRrl077t+/T9++fWnQoIHZMggREREREZHXTUmBv4gFCxbQvn173n//fcqUKUPv3r15+PAh8OwJ/ciRIylfvjz16tUje/bsrFu3Lt22nJ2d+eabb3jw4AH169enSpUqLFmyxJgu/+6777J06VICAwPx8fGhfv36BAUFvXSmQK1atXjvvffo1KkTLi4uTJs2DXi22d3QoUM5efIk1apVIzY2ltjYWC5fvsyMGTO4ffs2J06coG7duq80JsWKFWPjxo1s2bKFChUqsHDhQj766COzOk+fPuXcuXM8evQIgGzZsrF582Z++eUXqlevzrvvvsukSZNe6boAiYmJ9OvXDy8vL5o2bUrp0qXNXtt47tw54uPjje8rV66kQIEC1KtXj7Zt29K7d28cHBywsbEBni1P+OKLL8iTJw/16tWjcePGlCxZkvXr15td18HBgZYtW3L69OmXLh0QERERERH5vUzJycnJWR2E/P2tWLGCDz74gIEDB9KtWzdKlSpFYmIiYWFhTJ48mYYNG/Lf//73d18nNDSUBg0acOfOHZycnH5/4H+QH374gaJFi7J7924aNWr0p1333r175M6dGwqPgmw2f9p15Y+RHOuf1SGIiIiIyN9Uyr1BfHx8hnuP6ZWE8lp0796dSpUqMX78eCpUqMCTJ09ISkqiePHi/Oc//6Ffv35ZHeIfKmVmho+PD3FxcQwfPhw3Nzfq1auX1aGJiIiIiIikS0kBeW3Kly/Phg0bSEhI4Pr161hbW5MvX76sDutP8fTpU0aNGsXFixdxcHCgVq1aBAcHp/laSBERERERkb8KLR8Q+QfR8oF/Fi0fEBEREZHfKrPLB7TRoIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQevuAyD9QfOSIDDcTERERERERAc0UEBEREREREbFYSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiF0isJRf6BcntPhWw2WR2G/EGSY/2zOgQRERER+YfQTAERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSYG/OD8/P9q0aZPVYfwl+fr6MmjQoKwOQ0RERERE5G9LSYE/kW5iITIykr59++Ll5YWzszMeHh50796dw4cPv3JbmzZtYsKECX9AlCIiIiIiIpZBSQH500yZMoUaNWqQlJTE9OnT2bdvH4GBgZQsWZJWrVoxcuTIV2ovb968ODg4/EHRioiIiIiI/PMpKfAn8fPzY9++fcyePRuTyYTJZCImJoZevXpRokQJbG1t8fT0ZPbs2Rm28/jxYwYOHEj+/PmxsbGhTp06HDt2zCi/c+cOXbt2xcXFBVtbWzw8PAgMDMywzTNnztCiRQscHR1xcHCgbt26xMTEGHG3adOG6dOnU6hQIZydnenXrx9Pnz41zl+1ahVVq1bFwcGBggUL8vbbb3Pjxg2za8ybN4+lS5dy4sQJFi1axJtvvkm5cuWoU6cOY8aMITIykh07djBjxgyz8w4dOoSvry92dnbkyZOHJk2acOfOHSD1zIv58+fj4eGBjY0NBQoUoH379kZZUlIS06ZNw93dHWtra4oVK8akSZOM8oiICBo2bIitrS3Ozs706dOHBw8eZDhuW7dupVq1atjY2JAvXz7atm1r9jt069aNPHnyYGdnR7NmzYiOjjbKg4KCcHJy4ssvv8TT0xM7Ozvat2/Po0ePWLFiBW5ubuTJk4eBAweSmJiYYRwiIiIiIiK/lZICf5LZs2dTs2ZNevfuTVxcHHFxcRQpUoQiRYrw+eefExkZSUBAAKNGjeKzzz5Lt53hw4ezceNGVqxYwcmTJ3F3d6dJkybcvn0bAH9/fyIjI/n666+JiopiwYIF5MuXL932rl27Rr169bC2tuabb77hxIkT9OzZk4SEBKPO3r17iYmJYe/evaxYsYKgoCCCgoKM8qdPnzJhwgROnz7Nli1buHz5Mn5+fkb5zz//TEBAAJs3b6Z06dJs3ryZcuXK4erqyocffsgbb7zB2bNnWbt2LZMmTeL+/fsAhIeH06hRI7y9vTl8+DAHDx6kZcuWad4kHz9+nIEDBzJ+/HjOnTvH9u3bqVevnlE+cuRIpkyZYozPmjVrKFCgAAAPHz6kSZMm5MmTh2PHjvH555+ze/du+vfvn+64ffXVV7Rt25bmzZtz6tQp9uzZQ/Xq1Y1yPz8/jh8/TkhICIcPHyY5OZnmzZubJVMePXrEnDlzWLduHdu3byc0NJS2bduybds2tm3bxqpVq1i0aBEbNmxIN47Hjx9z7949s4+IiIiIiEhmmZKTk5OzOghL4evrS8WKFZk1a1a6dfr3789PP/1k3Aj6+flx9+5dtmzZwsOHD8mTJw9BQUG8/fbbwLMbcjc3NwYNGsSwYcNo1aoV+fLlY/ny5ZmKadSoUaxbt45z586RM2fOVOV+fn6EhoYSExND9uzZAejYsSPZsmVj3bp1abZ5/PhxqlWrxv3797G3t2fJkiXs2LGDDRs2EBMTQ9myZZkxYwa1a9dm7ty5BAUFsXv3bnx9falbty6jR4+madOmvP3228TGxnLw4MGXjuemTZvo0aMHP/zwQ6olBffv38fFxYW5c+fy7rvvpmpnyZIljBgxgqtXr5IrVy4Atm3bRsuWLfnxxx+N5MHzatWqRcmSJVm9enWqsujoaEqXLs2hQ4eoVasWALdu3aJo0aKsWLGCDh06EBQURI8ePbhw4QKlSpUC4L333mPVqlVcv34de3t7AJo2bYqbmxsLFy5McwzGjh3LuHHjUhcUHgXZbNI8R/7+kmP9szoEEREREfmLu3fvHrlz5yY+Ph5HR8d062mmQBabN28eVapUwcXFBXt7exYvXkxsbGyadWNiYnj69Cm1a9c2juXMmZPq1asTFRUFQN++fVm3bh0VK1Zk+PDhfPvtt0bdZs2aYW9vj729PWXLlgWePY2vW7dumgmBFGXLljUSAgCFChUyWx5w4sQJWrZsSbFixXBwcKB+/foARj8iIiKMm+MdO3ZQr149+vXrR8WKFZk/fz7W1tZmbacsD0iZKZAZb7zxBsWLF6dkyZK88847BAcH8+jRIwCioqJ4/Phxum1FRUVRoUIFIyEAULt2bZKSkjh37lya52QUW1RUFDly5KBGjRrGMWdnZzw9PY3fCcDOzs5ICAAUKFAANzc3IyGQcuzFpRjPGzlyJPHx8cbn6tWr6dYVERERERF5kZICWWjdunUMHTqUXr16sXPnTsLDw+nRowdPnjz5zW02a9aMK1eu8N///pcff/yRRo0aMXToUACWLl1KeHg44eHhbNu2DQBbW9uXtvliwsBkMpGUlAT8v6n3jo6OBAcHc+zYMTZv3gxg9CMhIcG4zpMnT8xuvq2srLCysgKerfsPDw/H3d0907GlcHBw4OTJk6xdu5ZChQoREBBAhQoVuHv37iu1k1mvo820xjWjsU6LtbU1jo6OZh8REREREZHMUlLgT2RlZWW2Hj5levn7779PpUqVcHd3Nzb4S0upUqWwsrLi0KFDxrGnT59y7NgxvL29jWMuLi50796d1atXM2vWLBYvXgxA4cKFcXd3x93dneLFiwNQvnx5Dhw4YLbW/VWcPXuWW7duMWXKFOrWrUuZMmVSPdl2d3cnIiICgDp16rBz506OHDlCYmIic+fO5e7du9y7d48hQ4ZQuHBhqlWrZsS2Z8+eTMeSI0cOGjduzLRp0/juu++4fPky33zzDR4eHtja2qbblpeXF6dPn+bhw4fGsUOHDpEtWzY8PT3TPCej2Ly8vEhISODo0aPGsVu3bnHu3Dmz30lERERERCSrKSnwJ3Jzc+Po0aNcvnyZn3/+GQ8PD44fP86OHTs4f/48/v7+Zm8SeFGuXLno27cvw4YNY/v27URGRtK7d28ePXpEr169AAgICOCLL77gwoULnDlzhi+//BIvL6902+zfvz/37t2jc+fOHD9+nOjoaFatWpXutPkXFStWDCsrKz799FMuXrxISEgIEyZMMKvTqlUrPv/8c27fvk3VqlX53//+R926dbG2tmbnzp1UqVKFzp07c+fOHWOWATybGn/s2DHef/99vvvuO86ePcuCBQv4+eefU8Xx5ZdfMmfOHMLDw7ly5QorV64kKSkJT09PbGxsGDFiBMOHD2flypXExMRw5MgRli1bBkDXrl2xsbGhe/fufP/99+zdu5cBAwbwzjvvGPsJjBw5km7duhnXGzNmDGvXrmXMmDFERUURERHB1KlTAfDw8KB169b07t2bgwcPcvr0af79739TuHBhWrdunalxFRERERER+TMoKfAnGjp0KNmzZ8fb2xsXFxeaNGlCu3bt6NSpEzVq1ODWrVu8//77GbYxZcoU3nrrLd555x0qV67MhQsX2LFjB3ny5AGezUYYOXIk5cuXp169emTPnj3dDQHh2Vr3b775hgcPHlC/fn2qVKnCkiVLMtxj4HkuLi4EBQXx+eef4+3tzZQpU5g+fbpZHXd3dzp06ECXLl149OgR/v7+3Lt3jx9//JGQkBC2bdvG3bt3jdf0pShdujQ7d+7k9OnTVK9enZo1a/LFF1+QI0eOVHE4OTmxadMmGjZsiJeXFwsXLmTt2rXG3gn+/v4MGTKEgIAAvLy86NSpkzGjwc7Ojh07dnD79m2qVatG+/btadSoEXPnzjXaj4uLM9vrwdfXl88//5yQkBAqVqxIw4YNCQsLM8oDAwOpUqUKLVq0oGbNmiQnJ7Nt27ZMj6uIiIiIiMifQW8fkD/FkydP6NChA9HR0QQEBNCsWTNy587N3bt32bRpEzNnzmT79u0UKVIkq0P9W0vZYVRvH/hn09sHRERERORlMvv2gdSPXEX+AFZWVmzZsoUVK1YwdepUunTpgpWVFUlJSdStW5c5c+YoISAiIiIiIvInU1JA/jQmkwk/Pz/8/Px48OABt2/fxsXF5Q95O4CIiIiIiIi8nJICkiXs7e2xt7fP6jBEREREREQsmjYaFBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKGw2K/APFR47I8F2kIiIiIiIioJkCIiIiIiIiIhZLSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQeiWhyD9Qbu+pkM0mq8OQLJIc65/VIYiIiIjI34RmCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKhlBQQERERERERsVBKCqTDZDKxZcuWrA7jH8XNzY1Zs2ZldRgiIiIiIiLy/1NSIB1xcXE0a9YMgMuXL2MymQgPD8/aoDLp1q1bjB07lmrVquHi4kKxYsV48803WbduHcnJyVkdnoiIiIiIiPxFKCnwgidPngBQsGBBrK2tsziaV7dz505Kly7NsWPHGDp0KDt37mTTpk20aNGCCRMm0KRJEx4+fJjVYYqIiIiIiMhfwF8iKbBhwwZ8fHywtbXF2dmZxo0bGzeuS5cuxcvLCxsbG8qUKcP8+fPNzv3hhx/o0qULefPmJVeuXFStWpWjR48C4OfnR5s2bczqDxo0CF9fX+O7r68v/fv3Z9CgQeTLl48mTZoA5ssHSpQoAUClSpUwmUz4+vqyf/9+cubMyU8//ZSq/bp166bq4927d/nPf/5DgQIFsLGxoVy5cnz55ZcABAUF4eTkxI4dO/Dy8sLe3p6mTZsSFxdnnH/s2DHeeOMN8uXLR+7cualfvz4nT540u8bx48fp0qULQUFBfPXVV3Tq1IlKlSpRtWpV+vbty+nTpylSpAhdunQxOy8sLIxKlSphY2ND1apV2bx5s9nMiJT4nrdlyxZMJpPxPSYmhtatW1OgQAHs7e2pVq0au3fvTjUOmR0TgI0bN1K2bFmsra1xc3NjxowZZue7ubkxceJEunXrhr29PcWLFyckJISbN2/SunVr7O3tKV++PMePHzfOSenLl19+iaenJ3Z2drRv355Hjx6xYsUK3NzcyJMnDwMHDiQxMTHD+Ldu3Uq1atWwsbEhX758tG3b1ii7c+cO3bp1I0+ePNjZ2dGsWTOio6P/kDhERERERER+qyxPCsTFxdGlSxd69uxJVFQUoaGhtGvXjuTkZIKDgwkICGDSpElERUXx0Ucf4e/vz4oVKwB48OAB9evX59q1a4SEhHD69GmGDx9OUlLSK8WwYsUKrKysOHToEAsXLkxVHhYWBsDu3buJi4tj06ZN1KtXj5IlS7Jq1Sqj3tOnTwkODqZnz55m5yclJdGsWTMOHTrE6tWriYyMZMqUKWTPnt2o8+jRI6ZPn86qVavYv38/sbGxDB061Ci/f/8+3bt35+DBgxw5cgQPDw+aN2/O/fv3jToDBgxg0qRJtGzZksjISOrXr4+LiwsdO3Zk8ODBTJs2jYULFxIZGcnevXuNMWzRogXe3t6cOHGCsWPHml03sx48eEDz5s3Zs2cPp06domnTprRs2ZLY2Ng0679sTE6cOEHHjh3p3LkzERERjB07Fn9/f4KCgsza+eSTT6hduzanTp3izTff5J133qFbt278+9//5uTJk5QqVYpu3bqZLZt49OgRc+bMYd26dWzfvp3Q0FDatm3Ltm3b2LZtG6tWrWLRokVs2LAh3f5+9dVXtG3blubNm3Pq1Cn27NlD9erVjXI/Pz+OHz9OSEgIhw8fJjk5mebNm/P06dPXGsfjx4+5d++e2UdERERERCSzcmR1AHFxcSQkJNCuXTuKFy8OgI+PDwBjxoxhxowZtGvXDnj2xD4yMpJFixbRvXt31qxZw82bNzl27Bh58+YFwN3d/ZVj8PDwYNq0aemWu7i4AODs7EzBggWN47169SIwMJBhw4YBz54c//rrr3Ts2NHs/N27dxMWFkZUVBSlS5cGoGTJkmZ1nj59ysKFCylVqhQA/fv3Z/z48UZ5w4YNzeovXrwYJycn9u3bR4sWLYiOjuby5cu8++67JCYm0rZtW3x9fZk9ezYHDhxg8ODBjB49GisrK7p06cKOHTto0KABa9asISkpiWXLlmFjY0PZsmX54Ycf6Nu37yuNYYUKFahQoYLxfcKECWzevJmQkBD69++fqv7LxmTmzJk0atQIf39/AEqXLk1kZCQff/wxfn5+Rr3mzZvzn//8B4CAgAAWLFhAtWrV6NChAwAjRoygZs2aXL9+3fjtnj59yoIFC4yxbt++PatWreL69evY29vj7e1NgwYN2Lt3L506dUqzv5MmTaJz586MGzfObAwAoqOjCQkJ4dChQ9SqVQuA4OBgihYtypYtW4zYXkcckydPNotBRERERETkVWT5TIEKFSrQqFEjfHx86NChA0uWLOHOnTs8fPiQmJgYevXqhb29vfGZOHEiMTExAISHh1OpUiUjIfBbValS5Ted5+fnx4ULFzhy5AjwbEp4x44dyZUrl1m98PBwihQpYtz8psXOzs64OQQoVKgQN27cML5fv36d3r174+HhQe7cuXF0dOTBgwfGk/iIiAiqVatGjhw5OHfuHNeuXWPu3LlUrFiRAQMGmC2ZKFSoEHfu3AEgKiqK8uXLY2NjY5TXrFnzlcfiwYMHDB06FC8vL5ycnLC3tycqKirdmQIvG5OoqChq165tdqx27dpER0ebTacvX7688e8CBQoA/y+p9Pyx58fyxbEuUKAAbm5u2Nvbmx17/py04m/UqFG6sefIkYMaNWoYx5ydnfH09CQqKuq1xjFy5Eji4+ONz9WrV9OtKyIiIiIi8qIsnymQPXt2du3axbfffsvOnTv59NNPGT16NFu3bgVgyZIlZjdXKecA2NraZth2tmzZUu22//z07RQv3sRnVv78+WnZsiWBgYGUKFGCr7/+mtDQ0FT1XhYnQM6cOc2+m0wms9i7d+/OrVu3mD17NsWLF8fa2pqaNWsaGyMmJCQY13ny5Ak5c+Y0a/P5G82TJ0/i6emZ6X5mZhyHDh3Krl27mD59Ou7u7tja2tK+fXsjvhdlZkwy4/k+puxxkNax55eUpDXWaR3LaBnK64j/dcRhbW39t9wQU0RERERE/hqyfKYAPLvxqV27NuPGjePUqVPG+n5XV1cuXryIu7u72Sdl47/y5csTHh7O7du302zXxcXFbLM+4De9VtDKygogzQ3f3n33XdavX8/ixYspVapUqqfbKXH+8MMPnD9//pWvneLQoUMMHDiQ5s2bG5vv/fzzz0a5u7s7ERERAHh6epIzZ07mzp1LYmIiR44cYceOHTx9+pQVK1bw9ddfG1Pwvby8+O677/j111+NtlJmPqRwcXHh/v37Zm8teHEcDx06hJ+fH23btsXHx4eCBQty+fLldPvzsjHx8vLi0KFDqa5RunRps70Yskr58uXZs2dPmmVeXl4kJCQYG17Cs9dEnjt3Dm9v7z8rRBERERERkZfK8qTA0aNH+eijjzh+/DixsbFs2rSJmzdv4uXlxbhx45g8eTJz5szh/PnzREREEBgYyMyZMwHo0qULBQsWpE2bNhw6dIiLFy+yceNGDh8+DDxbh3/8+HFWrlxJdHQ0Y8aM4fvvv3/lGPPnz4+trS3bt2/n+vXrxMfHG2VNmjTB0dGRiRMn0qNHDwCuXbtGmTJljA0K69evT7169XjrrbfYtWsXly5d4uuvv2b79u2ZjsHDw4NVq1YRFRXF0aNH6dq1q9nT6kqVKvHLL7+wd+9ebG1tCQoKIiAgAGtra3r06EGbNm2YOnUqgYGB7Ny509gn4e2338ZkMtG7d28iIyPZtm0b06dPN7t2jRo1sLOzY9SoUcTExLBmzZpUG/55eHiwadMmwsPDOX36NG+//XaGT7hfNiZDhgxhz549TJgwgfPnz7NixQrmzp37mzZBfB1GjhxJt27djO9jxoxh7dq1jBkzhqioKCIiIpg6dSrwbCxat25N7969OXjwIKdPn+bf//43hQsXpnXr1lkSv4iIiIiISFqyPCng6OjI/v37ad68OaVLl+bDDz9kxowZNGvWjHfffZelS5cSGBiIj48P9evXJygoyJgpYGVlxc6dO8mfPz/NmzfHx8fHbAf7Jk2a4O/vz/Dhw6lWrRr37983u7HLrBw5cjBnzhwWLVqEq6ur2Y1dtmzZ8PPzIzEx0Wj76dOnnDt3jkePHhn1Nm7cSLVq1ejSpQve3t4MHz78lV41t2zZMu7cuUPlypV55513GDhwIPnz5zfKTSYTU6dOpXv37ly+fJnmzZtz8+ZNrly5QmRkJPPnz+fu3buEhoZStmxZ4zx7e3u2bt1KREQElSpVYvTo0cbNbYq8efOyevVqtm3bho+PD2vXrmXs2LFmdWbOnEmePHmoVasWLVu2pEmTJlSuXDnDPmU0JpUrV+azzz5j3bp1lCtXjoCAAMaPH2+2yeCfKS4uzmx/BF9fXz7//HNCQkKoWLEiDRs2NJJAAIGBgVSpUoUWLVpQs2ZNkpOT2bZtW6rlASIiIiIiIlnJlPziYnF5Zb169eLmzZuEhIRkdSh89NFHzJw5k5EjR9KpUyeKFCnC48eP2bdvHxMmTGDw4MG0bds2wzYuX75MiRIlOHXqFBUrVvxzApfX4t69e+TOnRsKj4JsNi8/Qf6RkmP9szoEEREREcliKfcG8fHxODo6plsvy2cK/J3Fx8dz8OBB1qxZw4ABA7I6HABGjRrF5s2b2blzJ6VKlcLKygpbW1sGDx7MO++8o+nrIiIiIiIiYsjytw/8nbVu3ZqwsDDee+893njjjawOx1C3bl127NjB48ePuXHjBg4ODjg5OWV1WCIiIiIiIvIXo6TA75DW6wf/SqytrSlatOgrn+fm5pbqFYQiIiIiIiLyz6PlAyIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCaaNBkX+g+MgRGb6LVEREREREBDRTQERERERERMRiKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSq8kFPkHyu09FbLZZHUY8heUHOuf1SGIiIiIyF+IZgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBf4GTCYTW7Zsyeow/nBjx46lYsWKxnc/Pz/atGnzh1/38uXLmEwmwsPD//BriYiIiIiI/JUoKfA3EBcXR7NmzYDXcwN75MgRunfvjru7O87Oznh5edG3b1/OnDnzmiJ+PWbPnk1QUFCm6+vmXkRERERE5NUoKfAX9uTJEwAKFiyItbX1724vKSmJAQMG0KxZMwoUKMC8efPYv38/8+fPx97enjp16jBv3rzffZ3XJXfu3Dg5OWV1GCIiIiIiIv9YSgq8YMOGDfj4+GBra4uzszONGzfm4cOHACxduhQvLy9sbGwoU6YM8+fPNzv3hx9+oEuXLuTNm5dcuXJRtWpVjh49CqQ9FX7QoEH4+voa3319fenfvz+DBg0iX758NGnSBDBfPlCiRAkAKlWqhMlkwtfXl/3795MzZ05++umnVO3XrVvX+D5ixAiOHj1KVFQU06ZNo0mTJpQtW5YGDRrw8ccfc/z4cWbMmMGGDRuMc1Km9C9fvpxixYphb2/P+++/T2JiItOmTaNgwYLkz5+fSZMmmV377t27vPvuu7i4uODo6EjDhg05ffq0WZ0pU6ZQoEABHBwc6NWrF7/++qtZ+Ytjtn37durUqYOTkxPOzs60aNGCmJgYozytsUnxst/ueYmJifTs2ZMyZcoQGxubbr3ly5dTtmxZrK2tKVSoEP379zfKYmNjad26Nfb29jg6OtKxY0euX7/+u8dVRERERETkdVJS4DlxcXF06dKFnj17EhUVRWhoKO3atSM5OZng4GACAgKYNGkSUVFRfPTRR/j7+7NixQoAHjx4QP369bl27RohISGcPn2a4cOHk5SU9EoxrFixAisrKw4dOsTChQtTlYeFhQGwe/du4uLi2LRpE/Xq1aNkyZKsWrXKqPf06VOCg4Pp2bMnAJGRkQQFBbFlyxYKFizIggUL8PDwwM3NjU8//RRPT09y5szJkiVLGDZsGMnJyUZbMTExfP3112zfvp21a9eybNky3nzzTX744Qf27dvH1KlT+fDDD40ECECHDh24ceMGX3/9NSdOnKBy5co0atSI27dvA/DZZ58xduxYPvroI44fP06hQoUyvFEHePjwIYMHD+b48ePs2bOHbNmy0bZtW2OM0xob4KW/3fMeP35Mhw4dCA8P58CBAxQrVizNWBYsWEC/fv3o06cPERERhISE4O7uDjybkdG6dWtu377Nvn372LVrFxcvXqRTp05mbfyWcU0r3nv37pl9REREREREMitHVgfwVxIXF0dCQgLt2rWjePHiAPj4+AAwZswYZsyYQbt27YBnT6UjIyNZtGgR3bt3Z82aNdy8eZNjx46RN29eAOMm8VV4eHgwbdq0dMtdXFwAcHZ2pmDBgsbxXr16ERgYyLBhwwDYunUrv/76Kx07dgSe3Rh3794dV1dXDhw4wNChQ1myZAllypRhzJgxxMTEkJSURKNGjUhISODcuXOUKVMGeHaTu3z5chwcHPD29qZBgwacO3eObdu2kS1bNjw9PZk6dSp79+6lRo0aHDx4kLCwMG7cuGEse5g+fTpbtmxhw4YN9OnTh1mzZtGrVy969eoFwMSJE9m9e3eq2QLPe+utt8y+L1++HBcXFyIjIylXrly6Y/Oy3y7FgwcPePPNN3n8+DF79+4ld+7c6cYyceJEhgwZwgcffGAcq1atGgB79uwhIiKCS5cuUbRoUQBWrlxJ2bJlOXbsmFHvVcc1LZMnT2bcuHHpxikiIiIiIpIRzRR4ToUKFWjUqBE+Pj506NCBJUuWcOfOHR4+fEhMTAy9evXC3t7e+EycONGYvh4eHk6lSpWMhMBvVaVKld90np+fHxcuXODIkSMABAUF0bFjR3LlygVAREQEtWrVAp4lDLp27crbb79N5cqVWbhwIYmJiUZbhQoV4s6dO8Z3Nzc3HBwcjO8FChTA29ubbNmymR27ceMGAKdPn+bBgwc4OzubjdelS5eM8YqKikp1o1uzZs0M+xgdHU2XLl0oWbIkjo6OuLm5AWQ4xT8zv12KLl268PDhQ3bu3JlhQuDGjRv8+OOPNGrUKM3yqKgoihYtaiQEALy9vXFyciIqKso49qrjmpaRI0cSHx9vfK5evZpuXRERERERkRdppsBzsmfPzq5du/j222/ZuXMnn376KaNHj2br1q0ALFmyJNWNbPbs2QGwtbXNsO1s2bKZTcmHZ1P8X5RyE/+q8ufPT8uWLQkMDKREiRJ8/fXXhIaGGuUJCQlGjE+ePDG7jr29vfHvhw8fEh0dTalSpYxjOXPmNLuWyWRK81jKNP4HDx5QqFAhs+un+D0bB7Zs2ZLixYuzZMkSXF1dSUpKoly5csaGjGl58OABkPFvl6J58+asXr2aw4cP07Bhw3TbfNlvnVmvOq5psba2fi2bUIqIiIiIiGXSTIEXmEwmateuzbhx4zh16pSxvt/V1ZWLFy/i7u5u9knZ3K58+fKEh4cba+Zf5OLiQlxcnNmx3/LqPCsrKwCzJ/sp3n33XdavX8/ixYspVaoUtWvXNsrc3d2JiIgAoE6dOqxbt46zZ8/y9OlTYzO7mzdv0rNnT1q3bk3+/PlfObYUlStX5qeffiJHjhypxitfvnwAeHl5pVornzLLIS23bt3i3LlzfPjhhzRq1AgvLy+z2QyQ9tgUKFDgpb9dir59+zJlyhRatWrFvn370o3FwcEBNzc39uzZk2a5l5cXV69eNXtqHxkZyd27d/H29k63XRERERERkT+bkgLPOXr0qLHxXWxsLJs2beLmzZt4eXkxbtw4Jk+ezJw5czh//jwREREEBgYyc+ZM4NnU84IFC9KmTRsOHTrExYsX2bhxI4cPHwagYcOGHD9+nJUrVxIdHc2YMWP4/vvvXznG/PnzY2try/bt27l+/Trx8fFGWZMmTXB0dGTixIn06NHD7Ly2bduydOlSnj59yltvvUWrVq3w9vbGzs6Ou3fv4urqSuPGjSlcuHCaGxy+isaNG1OzZk3atGnDzp07uXz5Mt9++y2jR4/m+PHjAHzwwQcsX76cwMBAzp8/z5gxYzhz5ky6bebJkwdnZ2cWL17MhQsX+Oabbxg8eHCmxuZlv93zBgwYwMSJE2nRogUHDx40jnfr1o2RI0ca38eOHcuMGTOYM2cO0dHRnDx5kk8//dTov4+PD127duXkyZOEhYXRrVs36tevT9WqVX/7wIqIiIiIiLxmSgo8x9HRkf3799O8eXNKly7Nhx9+yIwZM2jWrBnvvvsuS5cuJTAwEB8fH+rXr09QUJDxtNnKyoqdO3eSP39+mjdvjo+PD1OmTDGmqDdp0gR/f3+GDx9OtWrVuH//Pt26dXvlGHPkyMGcOXNYtGgRrq6utG7d2ijLli0bfn5+JCYmpmq7QYMGuLu707t3b5KSkli0aBHx8fFcv36dxYsXc/z4cW7fvs3MmTOxsbH5HaP4bLbFtm3bqFevHj169KB06dJ07tyZK1euUKBAAQA6depkjEeVKlW4cuUKffv2TbfNbNmysW7dOk6cOEG5cuX473//y8cff5ypsXnZb/eiQYMGMW7cOJo3b863334LPNu34PmZHt27d2fWrFnMnz+fsmXL0qJFC6Kjo43+f/HFF+TJk4d69erRuHFjSpYsyfr163/7oIqIiIiIiPwBTMkvLnSXv7VevXpx8+ZNQkJCUpXduXOH5s2bAzB69GgaNmyInZ0dN27cIDg4mJUrV3Lw4MHfvK+BZL179+492ySx8CjI9vuSO/LPlBzrn9UhiIiIiMifIOXeID4+HkdHx3TraaPBf4j4+HgiIiJYs2ZNmgkBeDYFf9++fcybN48hQ4Zw/vx5rKysMJlMNGnShGXLlikhICIiIiIiYkE0U+AfwtfXl7CwMP7zn//wySefZOqc+Ph47t27R/78+bWD/T+EZgrIy2imgIiIiIhl0EwBC5PW6/9eJnfu3M9uIEVERERERMQiaaNBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCKSkgIiIiIiIiYqG00aDIP1B85IgMdxgVEREREREBzRQQERERERERsVhKCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIXSKwlF/oFye0+FbDZZHYb8jSTH+md1CCIiIiKSBTRTQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSwEL5+voyaNCgrA7jdxk7diwVK1Y0vvv5+dGmTZssi0dEREREROTvRkkBC7Vp0yYmTJiQYZ3Lly9jMpkIDw9PszwpKYn169fTsmVLihUrhouLC1WrVmXs2LHcunXrD4ja3NChQ9mzZ88ffh0REREREZF/qhxZHYBkjbx582ZY/uTJkwzLf/75Z9q3b8/Vq1fp168fw4YNI2/evFy8eJE1a9bg7e3N5s2bqVWr1usM24y9vT329vZ/WPsiIiIiIiL/dJop8Dfm6+tL//796d+/P7lz5yZfvnz4+/uTnJwMwPz58/Hw8MDGxoYCBQrQvn17s3OfXz7g5ubGhAkT6NatG46OjvTp04cSJUoAUKlSJUwmE76+vgAkJCTQqlUrSpUqxdmzZxk8eDD16tWjXLlytGrVinXr1rF8+XLatm3LxYsXza4xa9Yssz5UrFiRsWPHApCcnMzYsWMpVqwY1tbWuLq6MnDgwHT7/+LygRTjxo3DxcUFR0dH3nvvPbMEh6+vLwMGDGDQoEHkyZOHAgUKsGTJEh4+fEiPHj1wcHDA3d2dr7/+OsOxf/z4MSNGjKBo0aJYW1vj7u7OsmXLjPJ9+/ZRvXp1rK2tKVSoEP/73/9ISEh47XGIiIiIiIj8HkoK/M2tWLGCHDlyEBYWxuzZs5k5cyZLly7l+PHjDBw4kPHjx3Pu3Dm2b99OvXr1Mmxr+vTpVKhQgVOnTuHv709YWBgAu3fvJi4ujk2bNgGwbNkyTCYTixcvJikpiQEDBlC4cGEqVqzI8uXLKVu2LG+++SZ9+vRh3Lhxme7Lxo0b+eSTT1i0aBHR0dFs2bIFHx+fVxqPPXv2EBUVRWhoKGvXrmXTpk2pYlixYgX58uUjLCyMAQMG0LdvXzp06ECtWrU4efIk//d//8c777zDo0eP0r1Ot27dWLt2LXPmzCEqKopFixYZsxauXbtG8+bNqVatGqdPn2bBggUsW7aMiRMnvvY4Hj9+zL1798w+IiIiIiIimaXlA39zRYsW5ZNPPsFkMuHp6UlERASffPIJEydOJFeuXLRo0QIHBweKFy9OpUqVMmyrYcOGDBkyxPiePXt2AJydnSlYsKBxfOXKlYwcOZLs2bPz0UcfsXPnToKDg0lOTub999/nl19+AZ5t/Fe7du1M9yU2NpaCBQvSuHFjcubMSbFixahevfqrDAdWVlYsX74cOzs7ypYty/jx4xk2bBgTJkwgW7ZnObAKFSrw4YcfAjBy5EimTJlCvnz56N27NwABAQEsWLCA7777jn/961+prnH+/Hk+++wzdu3aRePGjQEoWbKkUT5//nyKFi3K3LlzMZlMlClThh9//JERI0YQEBDw2uIAmDx58islXkRERERERJ6nmQJ/c//6178wmUzG95o1axIdHU2jRo0oXrw4JUuW5J133iE4ODjDJ84AVatWzdQ1IyIijL0Ctm7dypgxY/D19aVBgwbGTS5AoUKFuHPnTqb70qFDB3755RdKlixJ79692bx5s9mU+8yoUKECdnZ2xveaNWvy4MEDrl69ahwrX7688e/s2bPj7OxsNiOhQIECANy4cSPNa4SHh5M9e3bq16+fZnlUVBQ1a9Y0+11q167NgwcP+OGHH15bHPAsmRAfH298nu+niIiIiIjIyygp8A9lb2/PyZMnWbt2LYUKFSIgIIAKFSpw9+7ddM/JlStXptpOSEjA1tYWeLYh4fPnPb/x38mTJ3F3dze+Z8uWzdjvIMXTp0+NfxctWpRz584xf/58bG1tef/996lXr55ZndchZ86cZt9NJpPZsZSb+aSkpDTPT+l7VscBYG1tjaOjo9lHREREREQks5QU+Js7evSo2fcjR47g4eFB9uzZyZEjB40bN2batGl89913XL58mW+++SbTbVtZWQGQmJhodtzd3Z2IiAgA6tSpw+zZs7lz5w537txh9uzZAJw5c4a+ffsybNgw4zwXFxfi4uKM7/fu3ePSpUtmbdva2tKyZUvmzJlDaGgohw8fNq6VGadPnzaWL8Cz8bC3t6do0aKZbuNlfHx8SEpKYt++fWmWe3l5cfjwYbMEyKFDh3BwcKBIkSKvLQ4REREREZHfS0mBv7nY2FgGDx7MuXPnWLt2LZ9++ikffPABX375JXPmzCE8PJwrV66wcuVKkpKS8PT0zHTb+fPnx9bWlu3bt3P9+nXi4+MBaNu2LfPmzQOevQHgyZMnODs7U6RIEWrUqMGVK1do2rQpAwYMwM/Pz2ivYcOGrFq1igMHDhAREUH37t2NfQsAgoKCWLZsGd9//z0XL15k9erV2NraUrx4ceDZVPlu3bplGPOTJ0/o1asXkZGRbNu2jTFjxtC/f39jHf9vVaZMGTZv3gw8e4tC9+7d6dmzJ1u2bOHSpUuEhoby2WefAfD+++9z9epVBgwYwNmzZ/niiy8YM2YMgwcP/t1xiIiIiIiIvE7aaPBvrlu3bvzyyy9Ur16d7Nmz88EHH9CnTx8OHTrEpk2bGDt2LL/++iseHh6sXbuWsmXLZrrtHDlyMGfOHMaPH09AQAB169YlNDSUQYMG4ePjw9KlS3n33Xc5ePAgN2/eJFeuXFhZWTFo0CBjPfzzRo4cyaVLl2jRogW5c+dmwoQJZjMFnJycmDJlCoMHDyYxMREfHx+2bt2Ks7MzAHFxccTGxmYYc6NGjfDw8KBevXo8fvyYLl26GK88/D3OnTtnJEUAFixYwKhRo3j//fe5desWxYoVY9SoUQAULlyYbdu2MWzYMCpUqEDevHnp1auX2X4LIiIiIiIifwWm5BcXecvfhq+vLxUrVmTWrFl/+rVPnTrFm2++ScOGDRk4cCCVK1cmR44cREdH8+mnn/LTTz8ZT87lz3Pv3j1y584NhUdBNpusDkf+RpJj/bM6BBERERF5jVLuDeLj4zPce0xzmeU3qVSpEuHh4Tg7O9OyZUusra3JmTMn//rXv0hISGDOnDlZHaKIiIiIiIi8hJYPyG+WP39+Zs+ezaxZs7h58yYJCQkULFhQ6+ZFRERERET+JpQU+BsLDQ3N6hCAZ6/Oy58/f1aHISIiIiIiIq9Ij3RFRERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhdJGgyL/QPGRIzJ8F6mIiIiIiAhopoCIiIiIiIiIxVJSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJReSSjyD5Tbeypks8nqMMTCJMf6Z3UIIiIiIvKKNFNARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlLAQplMJrZs2ZLVYfwu/4Q+iIiIiIiIZCUlBSxUXFwczZo1A+Dy5cuYTCbCw8N/c3tHjhyhe/fuuLu74+zsjJeXF3379uXMmTOvKeLUnu+DiIiIiIiIvDolBSzMkydPAChYsCDW1ta/u72kpCQGDBhAs2bNKFCgAPPmzWP//v3Mnz8fe3t76tSpw7x58373ddLyuvogIiIiIiJiqZQU+BNs2LABHx8fbG1tcXZ2pnHjxjx8+BCApUuX4uXlhY2NDWXKlGH+/Plm5/7www906dKFvHnzkitXLqpWrcrRo0cB8PPzo02bNmb1Bw0ahK+vr/Hd19eX/v37M2jQIPLly0eTJk0A86n3JUqUAKBSpUqYTCZ8fX3Zv38/OXPm5KeffkrVft26dY3vI0aM4OjRo0RFRTFt2jSaNGlC2bJladCgAR9//DHHjx9nxowZbNiwwTgns3EPHDiQ4cOHkzdvXgoWLMjYsWPNznm+D0+ePKF///4UKlQIGxsbihcvzuTJk426sbGxtG7dGnt7exwdHenYsSPXr183a2/r1q1Uq1YNGxsb8uXLR9u2bclIRvXv3LlDt27dyJMnD3Z2djRr1ozo6GijPCgoCCcnJ7788ks8PT2xs7Ojffv2PHr0iBUrVuDm5kaePHkYOHAgiYmJGcYhIiIiIiLyWykp8AeLi4ujS5cu9OzZk6ioKEJDQ2nXrh3JyckEBwcTEBDApEmTiIqK4qOPPsLf358VK1YA8ODBA+rXr8+1a9cICQnh9OnTDB8+nKSkpFeKYcWKFVhZWXHo0CEWLlyYqjwsLAyA3bt3ExcXx6ZNm6hXrx4lS5Zk1apVRr2nT58SHBxMz549AYiMjCQoKIgtW7ZQsGBBFixYgIeHB25ubnz66ad4enqSM2dOlixZwrBhw0hOTn7luHPlysXRo0eZNm0a48ePZ9euXWnWnTNnDiEhIXz22WecO3eO4OBg3NzcgGezGVq3bs3t27fZt28fu3bt4uLFi3Tq1Mk4/6uvvqJt27Y0b96cU6dOsWfPHqpXr55ubC+r7+fnx/HjxwkJCeHw4cMkJyfTvHlznj59atR59OgRc+bMYd26dWzfvp3Q0FDatm3Ltm3b2LZtG6tWrWLRokVmCZUXPX78mHv37pl9REREREREMitHVgfwTxcXF0dCQgLt2rWjePHiAPj4+AAwZswYZsyYQbt27YBnT+wjIyNZtGgR3bt3Z82aNdy8eZNjx46RN29eANzd3V85Bg8PD6ZNm5ZuuYuLCwDOzs4ULFjQON6rVy8CAwMZNmwY8OzJ+K+//krHjh0BCA4Opnv37ri6unLgwAGGDh3KkiVLKFOmDGPGjCEmJoakpCQaNWpEQkIC586do0yZMpmOu3z58owZM8bow9y5c9mzZw9vvPFGqrqxsbF4eHhQp04dTCaTMdYAe/bsISIigkuXLlG0aFEAVq5cSdmyZTl27BjVqlVj0qRJdO7cmXHjxhnnVahQId3YMqofHR1NSEgIhw4dolatWsZYFS1alC1bttChQwfgWZJlwYIFlCpVCoD27duzatUqrl+/jr29Pd7e3jRo0IC9e/eaJTCeN3nyZLMYREREREREXoVmCvzBKlSoQKNGjfDx8aFDhw4sWbKEO3fu8PDhQ2JiYujVqxf29vbGZ+LEicTExAAQHh5OpUqVjITAb1WlSpXfdJ6fnx8XLlzgyJEjwLMp7x07diRXrlwAREREGDe9W7dupWvXrrz99ttUrlyZhQsXmk17L1SoEHfu3Hml65cvX97se6FChbhx40a6sYaHh+Pp6cnAgQPZuXOnURYVFUXRokWNhACAt7c3Tk5OREVFAc/GulGjRpmOLaP6UVFR5MiRgxo1ahjHnJ2d8fT0NK4HYGdnZyQEAAoUKICbmxv29vZmx9LrM8DIkSOJj483PlevXs10H0RERERERDRT4A+WPXt2du3axbfffsvOnTv59NNPGT16NFu3bgVgyZIlZjePKecA2NraZth2tmzZUk3Jf356eoqUm/hXlT9/flq2bElgYCAlSpTg66+/JjQ01ChPSEgwYnzy5InZdZ6/sX348CHR0dHGDXBm486ZM6fZd5PJlO7SicqVK3Pp0iW+/vprdu/eTceOHWncuHGGU++f97Kx/r3105JW/16lzwDW1tbabFFERERERH4zzRT4E5hMJmrXrs24ceM4deqUsb7f1dWVixcv4u7ubvZJ2fivfPnyhIeHc/v27TTbdXFxIS4uzuzYb3mtoJWVFUCaG9q9++67rF+/nsWLF1OqVClq165tlLm7uxMREQFAnTp1WLduHWfPnuXp06dMmjQJgJs3b9KzZ09at25N/vz5X2vcL3J0dKRTp04sWbKE9evXs3HjRm7fvo2XlxdXr141e4oeGRnJ3bt38fb2Bp6N9Z49ezJ9rYzqe3l5kZCQYGwICXDr1i3OnTtnXE9EREREROSvQEmBP9jRo0f56KOPOH78OLGxsWzatImbN2/i5eXFuHHjmDx5MnPmzOH8+fNEREQQGBjIzJkzAejSpQsFCxakTZs2HDp0iIsXL7Jx40YOHz4MQMOGDTl+/DgrV64kOjqaMWPG8P33379yjPnz58fW1pbt27dz/fp14uPjjbImTZrg6OjIxIkT6dGjh9l5bdu2ZenSpTx9+pS33nqLVq1a4e3tjZ2dHXfv3sXV1ZXGjRtTuHBhsw0OX1fcz5s5cyZr167l7NmznD9/ns8//5yCBQvi5ORE48aN8fHxoWvXrpw8eZKwsDC6detG/fr1qVq1KvBsf4e1a9cyZswYoqKiiIiIYOrUqUb7I0eOpFu3bsb3jOp7eHjQunVrevfuzcGDBzl9+jT//ve/KVy4MK1bt/5d/RQREREREXmdlBT4gzk6OrJ//36aN29O6dKl+fDDD5kxYwbNmjXj3XffZenSpQQGBuLj40P9+vUJCgoyZgpYWVmxc+dO8ufPT/PmzfHx8WHKlCnG8oImTZrg7+/P8OHDqVatGvfv3ze7cc2sHDlyMGfOHBYtWoSrq6vZjWu2bNnw8/MjMTExVdsNGjTA3d2d3r17k5SUxKJFi4iPj+f69essXryY48ePc/v2bWbOnImNjY1x3uuK+3kODg5MmzaNqlWrUq1aNS5fvsy2bdvIli0bJpOJL774gjx58lCvXj0aN25MyZIlWb9+vXG+r68vn3/+OSEhIVSsWJGGDRsab2WAZxtGxsbGZrp+YGAgVapUoUWLFtSsWZPk5GS2bduWanmAiIiIiIhIVjIlv+p74sTi9OrVi5s3bxISEpKq7M6dOzRv3hyA0aNH07BhQ+zs7Lhx4wbBwcGsXLmSgwcP/uZ9DeTV3Lt3j9y5c0PhUZDN5uUniLxGybH+WR2CiIiIiPz/Uu4N4uPjcXR0TLeeNhqUdMXHxxMREcGaNWvSTAgA5MmTh3379jFv3jyGDBnC+fPnsbKywmQy0aRJE5YtW6aEgIiIiIiIyF+UZgpIunx9fQkLC+M///kPn3zySabOiY+P5969e+TPn1+74mcBzRSQrKSZAiIiIiJ/HZopIL/b868fzKzcuXM/uykVERERERGRvzxtNCgiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslDYaFPkHio8ckeEOoyIiIiIiIqCZAiIiIiIiIiIWS0kBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFioHFkdgIi8frm9p0I2m6wOQyRDybH+WR2CiIiIiMXTTAERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSYF/MDc3N2bNmpXVYfxhgoKCcHJyMr6PHTuWihUrZlk8IiIiIiIifzdKCshL+fr6MmjQoHTLIyMj6du3L15eXjg7O+Ph4UH37t05fPjwnxfka3L58mVMJhPh4eFZHYqIiIiIiMgfTkkBSdeTJ09eWmfKlCnUqFGDpKQkpk+fzr59+wgMDKRkyZK0atWKkSNHZnh+YmIiSUlJrytkEREREREReQVKCvzBNmzYgI+PD7a2tjg7O9O4cWMePnwIwNKlS/Hy8sLGxoYyZcowf/58s3N/+OEHunTpQt68ecmVKxdVq1bl6NGjAMTExNC6dWsKFCiAvb091apVY/fu3RnGcvfuXd59911cXFxwdHSkYcOGnD592ihPmX6/dOlSSpQogY2NDX5+fuzbt4/Zs2djMpkwmUxcvnwZgHnz5rF06VJOnDjBokWLePPNNylXrhx16tRhzJgxREZGsmPHDmbMmGFcI2XKf0hICN7e3lhbWxMbG8vjx48ZOnQohQsXJleuXNSoUYPQ0FCz+IOCgihWrBh2dna0bduWW7dupdnPVatW4ebmRu7cuencuTP37983yrZv306dOnVwcnLC2dmZFi1aEBMTY5SXKFECgEqVKmEymfD19U13PM+cOUOLFi1wdHTEwcGBunXrGm0lJSUxfvx4ihQpgrW1NRUrVmT79u3GuSkzEj777DPq1q2Lra0t1apV4/z58xw7doyqVatib29Ps2bNuHnzZoa/q4iIiIiIyG+lpMAfKC4uji5dutCzZ0+ioqIIDQ2lXbt2JCcnExwcTEBAAJMmTSIqKoqPPvoIf39/VqxYAcCDBw+oX78+165dIyQkhNOnTzN8+HDjqfqDBw9o3rw5e/bs4dSpUzRt2pSWLVsSGxubbjwdOnTgxo0bfP3115w4cYLKlSvTqFEjbt++bdS5cOECGzduZNOmTYSHhzN79mxq1qxJ7969iYuLIy4ujqJFi/Lzzz8TEBDA5s2bKV26NJs3b6ZcuXK4urry4Ycf8sYbb3D27FnWrl3LpEmTzG7MHz16xNSpU1m6dClnzpwhf/789O/fn8OHD7Nu3Tq+++47OnToQNOmTYmOjgbg6NGj9OrVi/79+xMeHk6DBg2YOHFiqj7GxMSwZcsWvvzyS7788kv27dvHlClTjPKHDx8yePBgjh8/zp49e8iWLRtt27Y1xjUsLAyA3bt3ExcXx6ZNm9Icy2vXrlGvXj2sra355ptvOHHiBD179iQhIQGA2bNnM2PGDKZPn853331HkyZNaNWqldGfFGPGjOHDDz/k5MmT5MiRg7fffpvhw4cze/ZsDhw4wIULFwgICEj3N338+DH37t0z+4iIiIiIiGRWjqwO4J8sLi6OhIQE2rVrR/HixQHw8fEBnt0Mzpgxg3bt2gHPnlBHRkayaNEiunfvzpo1a7h58ybHjh0jb968ALi7uxttV6hQgQoVKhjfJ0yYwObNmwkJCaF///6pYjl48CBhYWHcuHEDa2trAKZPn86WLVvYsGEDffr0AZ4tGVi5ciUuLi7GuVZWVtjZ2VGwYEHj2ObNm2nQoAE+Pj7ExMTQpUsXZsyYQe3atZk7dy579+5l9OjReHp6UrZsWQ4dOkTTpk0BePr0KfPnzzfij42NJTAwkNjYWFxdXQEYOnQo27dvJzAwkI8++ojZs2fTtGlThg8fDkDp0qX59ttvzZ6+w7Mn9EFBQTg4OADwzjvvsGfPHiZNmgTAW2+9ZVZ/+fLluLi4EBkZSbly5Yx+Ozs7m/X3RfPmzSN37tysW7eOnDlzGjGlmD59OiNGjKBz584ATJ06lb179zJr1izmzZtn1Bs6dChNmjQB4IMPPqBLly7s2bOH2rVrA9CrVy+CgoLSjWPy5MmMGzcu3XIREREREZGMaKbAH6hChQo0atQIHx8fOnTowJIlS7hz5w4PHz4kJiaGXr16YW9vb3wmTpxoTD8PDw+nUqVKRkLgRQ8ePGDo0KF4eXnh5OSEvb09UVFR6c4UOH36NA8ePMDZ2dnsmpcuXTKbPl+8eHGzhEB6IiIiqFWrFgA7duygXr169OvXj4oVKzJ//nwj8QBQqFAh7ty5Y3y3srKifPnyZm0lJiZSunRps9j27dtnxBYVFUWNGjXMYqhZs2aquNzc3IyEQMq1b9y4YXyPjo6mS5culCxZEkdHR9zc3AAynGGRlvDwcOrWrWskBJ537949fvzxR+PGPkXt2rWJiooyO/b8OBQoUAD4f4mjlGPPx/+ikSNHEh8fb3yuXr36Sv0QERERERHLppkCf6Ds2bOza9cuvv32W3bu3Mmnn37K6NGj2bp1KwBLlixJdaObPXt2AGxtbTNse+jQoezatYvp06fj7u6Ora0t7du3T3dzwAcPHlCoUKFU6/QBs9f65cqVK1N9S0hIMGJ88uSJ2XlWVlZYWVkBz57ch4eHM2zYMKPc1tYWk8lkFlv27Nk5ceKE0f8U9vb2mYonxYs36SaTyWwjw5YtW1K8eHGWLFmCq6srSUlJlCtXLlObKj7vZb/Pb4k3ZUxePJbRRozW1tZmCRgREREREZFXoaTAH8xkMlG7dm1q165NQEAAxYsX59ChQ7i6unLx4kW6du2a5nnly5dn6dKl3L59O83ZAocOHcLPz4+2bdsCz26sUzYATEvlypX56aefyJEjh/F0PLOsrKxITEw0O+bu7k5ERAQAderUYfTo0Rw5coRq1aqxYMEC7t69y7179xgyZAiFCxemWrVq6bZfqVIlEhMTuXHjBnXr1k2zjpeXl7HJYoojR468Uj9u3brFuXPnWLJkiXGdgwcPpuorkKq/LypfvjwrVqzg6dOnqRIRjo6OuLq6cujQIerXr28cP3ToENWrV3+lmEVERERERP5IWj7wBzp69CgfffQRx48fJzY2lk2bNnHz5k28vLwYN24ckydPZs6cOZw/f56IiAgCAwOZOXMmAF26dKFgwYK0adOGQ4cOcfHiRTZu3Mjhw4cB8PDwMDYDPH36NG+//XaGT5QbN25MzZo1adOmDTt37uTy5ct8++23jB49muPHj2fYDzc3N44ePcrly5f5+eefSUpKolWrVnz++efcvn2bqlWr8r///Y+6detibW3Nzp07qVKlCp07d+bOnTts3rw5w/ZLly7N/8fenYfXdL3//3+eIINEjCGmCiIECTETQwxtRKmhpdJUxNhqUTVWCTGrouZZk2ip9oMqRVBtqBQhhLSJKWjwDtIiiiKR/P7wy/46TYzVpu15Pa7rXJez915r33ud+GPf+15rBwQEEBgYyLp16zh9+jTR0dFMmTKFTZs2ATBw4EAiIiKYPn06J06cYN68ednWE3iUwoULU7RoUZYsWcLJkyf59ttvGTx4sNkxxYsXx87OjoiICC5evEhqaipwbw2FKlWqGMf179+fa9eu0bVrVw4cOMCJEyf45JNPOHbsGADDhg3jgw8+4PPPP+fYsWO89957xMbG8s477zxRzCIiIiIiIn8lJQX+Qo6OjuzatYs2bdrg5ubG6NGjmTFjBn5+fvTu3Ztly5YRGhqKh4cHzZo1IywszHglnrW1Ndu2baN48eK0adMGDw8Ppk6dapTXz5w5k8KFC9OoUSPatWuHr68vtWrVemAsJpOJzZs307RpU3r06IGbmxtdu3bl559/NuayP8jQoUPJkycPVatWxcnJiaSkJFxdXencuTP+/v7cvHmT4OBgYy79hg0b2Lx5M1evXjVeQfgooaGhBAYGMmTIECpXrkyHDh3Yv38/zz33HAANGjRg6dKlzJ49mxo1arBt2zZGjx79mL/EPVZWVqxevZqYmBiqV6/Ou+++y4cffmh2TN68eZkzZw6LFy+mVKlStG/fHoDU1FTjhh/uLUT47bffGm+JqF27NkuXLjWqBgYOHMjgwYMZMmQIHh4eREREsGHDBipVqvREMYuIiIiIiPyVTJmZmZm5HYT8O925c4fOnTtz4sQJxowZg5+fHwULFuTq1ausW7eOmTNnEhERQZkyZXI7VItx7do1ChYsCKXfByvb3A5H5KEyk4JzOwQRERGR/6yse4PU1FQcHR0feJzWFJCnZm1tzfr16wkPD+eDDz7A398fa2trMjIyaNKkCXPmzFFCQERERERE5B9MSQH5U0wmE0FBQQQFBXH9+nUuX76Mk5PTM1udX0RERERERP46SgrIM+Pg4PDErxAUERERERGR3KOFBkVEREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiF0kKDIv9BqfEjHvouUhEREREREVClgIiIiIiIiIjFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslF5JKPIfVLDqB2Blm9thiPyrZSYF53YIIiIiIn85VQqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgrIYzGZTKxfvz5Xzh0SEkLNmjVz5dx/houLC7NmzcrtMERERERERB5ISQF5LMnJyfj5+QFw5swZTCYTsbGxT93f3r176d69O66urhQtWhR3d3f69evHTz/99IwifnKRkZGYTCauXr2aazGIiIiIiIj8nZQUkIe6c+cOAM7OztjY2Pzp/jIyMhgwYAB+fn6UKFGC+fPns2vXLhYsWICDgwONGzdm/vz5f/o8f6WsMREREREREfm3U1LgH2jNmjV4eHhgZ2dH0aJFadWqFTdu3ABg2bJluLu7Y2trS5UqVViwYIFZ23PnzuHv70+RIkWwt7enTp067Nu3D4CgoCA6dOhgdvygQYPw8fExvvv4+NC/f38GDRpEsWLF8PX1BcynD5QvXx4ALy8vTCYTPj4+7Nq1i3z58nHhwoVs/Tdp0sT4PmLECPbt20dCQgLTpk3D19eXatWq0bx5cz788EMOHDjAjBkzWLNmTbZx+eSTT3BxcaFgwYJ07dqV3377zdiXU6l+zZo1CQkJMb6bTCaWLVtGx44dyZ8/P5UqVWLDhg3AveqH5s2bA1C4cGFMJhNBQUEPHZP7Xbp0iXbt2mFnZ0f58uVZuXJltmOuXr1K7969cXJywtHRkRYtWnD48GEAjh8/jslk4ujRo2ZtPvroIypWrJitLxERERERkWdBSYF/mOTkZPz9/enZsycJCQlERkbSqVMnMjMzWblyJWPGjGHSpEkkJCQwefJkgoODCQ8PB+D69es0a9aM8+fPs2HDBg4fPszw4cPJyMh4ohjCw8OxtrYmKiqKRYsWZdsfHR0NwDfffENycjLr1q2jadOmVKhQgU8++cQ4Li0tjZUrV9KzZ08A4uPjCQsLY/369Tg7O7Nw4UIqVaqEi4sLc+fOpXLlyuTLl4+lS5cybNgwMjMzjb4SExNZv349X3/9NV9//TU7d+5k6tSpTzy+48aNo0uXLhw5coQ2bdoQEBDA5cuXKVu2LGvXrgXg2LFjJCcnM3v27Mcek6CgIM6ePct3333HmjVrWLBgAZcuXTI7pnPnzly6dIktW7YQExNDrVq1aNmyJZcvX8bNzY06depkSyasXLmS11577YHXc/v2ba5du2b2EREREREReVx5czsAMZecnEx6ejqdOnWiXLlyAHh4eAAwduxYZsyYQadOnYB7T+zj4+NZvHgx3bt3Z9WqVaSkpLB//36KFCkCgKur6xPHUKlSJaZNm/bA/U5OTgAULVoUZ2dnY3uvXr0IDQ1l2LBhAGzcuJFbt27RpUsX4N4Nbvfu3SlVqhTff/89Q4cOZenSpVSpUoWxY8eSmJhIRkYGLVu2JD09nWPHjlGlShXg3rSDsLAwChQoAEC3bt3YsWMHkyZNeqJrCwoKwt/fH4DJkyczZ84coqOjad26tTFmxYsXp1ChQo89JsePH2fLli1ER0dTt25dAJYvX467u7txzO7du4mOjubSpUvGNIzp06ezfv161qxZQ9++fQkICGDevHlMmDDB6DcmJoZPP/30gdczZcoUxo0b90RjICIiIiIikkWVAv8wNWrUoGXLlnh4eNC5c2eWLl3KlStXuHHjBomJifTq1QsHBwfjM3HiRBITEwGIjY3Fy8vLuLl9WrVr136qdkFBQZw8eZK9e/cCEBYWRpcuXbC3twcgLi6ORo0aAfcSBgEBAbz22mvUqlWLRYsWcffuXaOvkiVLcuXKFeO7i4uLkRDI2v/HJ/GPw9PT0/i3vb09jo6Oj9XPw8YkISGBvHnzmh1TpUoVs8TC4cOHuX79OkWLFjX7/U6fPm38fl27duXMmTPG+K1cuZJatWoZiZGcjBw5ktTUVONz9uzZR16LiIiIiIhIFlUK/MPkyZOH7du388MPP7Bt2zbmzp3LqFGj2LhxIwBLly6lfv362doA2NnZPbRvKysrs5J8uFfi/0dZN/FPqnjx4rRr147Q0FDKly/Pli1biIyMNPanp6cbMd65c8fsPA4ODsa/b9y4wYkTJ8zm0ufLl8/sXCaTyWxaxONe26P6eZCnHZMs169fp2TJkmbjkSUreeDs7EyLFi1YtWoVDRo0YNWqVfTr1++h/drY2DyTBSBFRERERMQyqVLgH8hkMuHt7c24ceM4dOiQMZe9VKlSnDp1CldXV7NP1sJ/np6exMbGcvny5Rz7dXJyIjk52Wzb07xW0NraGsDsyX6W3r178/nnn7NkyRIqVqyIt7e3sc/V1ZW4uDgAGjduzOrVqzl69ChpaWnGNICUlBR69uxJ+/btKV68+GPH9Mdru3btGqdPn35m1/UwVapUIT09nZiYGGPbsWPHzF5tWKtWLS5cuEDevHmz/X7FihUzjgsICODzzz9nz549nDp1iq5duz5RLCIiIiIiIk9CSYF/mH379jF58mQOHDhAUlIS69atIyUlBXd3d8aNG8eUKVOYM2cOx48fJy4ujtDQUGbOnAmAv78/zs7OdOjQgaioKE6dOsXatWvZs2cPAC1atODAgQOsWLGCEydOMHbsWH788ccnjrF48eLY2dkRERHBxYsXSU1NNfb5+vri6OjIxIkT6dGjh1m7jh07smzZMtLS0nj55Zd56aWXqFq1Kvnz5+fq1auUKlWKVq1aUbp06RwX83uYFi1a8Mknn/D9998TFxdH9+7djQqKx1WuXDlMJhNff/01KSkpXL9+/YHHVqlShS+//BKAypUr07p1a9544w327dtHTEwMvXv3NqvcaNWqFQ0bNqRDhw5s27aNM2fO8MMPPzBq1CgOHDhgHNepUyd+++03+vXrR/PmzSlVqtQTXYOIiIiIiMiTUFLgH8bR0ZFdu3bRpk0b3NzcGD16NDNmzMDPz4/evXuzbNkyQkND8fDwoFmzZoSFhRmVAtbW1mzbto3ixYvTpk0bPDw8mDp1qnFz7OvrS3BwMMOHD6du3br89ttvBAYGPnGMefPmZc6cOSxevJhSpUrRvn17Y5+VlRVBQUHcvXs3W9/NmzfH1dWVPn36kJGRweLFi0lNTeXixYssWbKEAwcOcPnyZWbOnImtre0TxTRy5EiaNWtG27ZtefHFF+nQocMTv8qvdOnSjBs3jvfee48SJUrQv3//Bx577Ngxs2RIaGgopUqVolmzZnTq1Im+ffuaVTqYTCY2b95M06ZN6dGjB25ubnTt2pWff/6ZEiVKGMcVKFCAdu3acfjwYQICAp4ofhERERERkSdlyvzjRGyRP6lXr16kpKSwYcOGbPuuXLlCmzZtABg1ahQtWrQgf/78XLp0iZUrV7JixQp27979p+fwW6pr165RsGBBKP0+WD1ZYkVEzGUmBed2CCIiIiJPLeveIDU1FUdHxwcep4UG5ZlJTU0lLi6OVatW5ZgQAChcuDA7d+5k/vz5DBkyhOPHj2NtbY3JZMLX15fly5crISAiIiIiIvI3UaWAPDM+Pj5ER0fzxhtv8NFHHz1Wm9TUVK5du0bx4sW1iv4zoEoBkWdHlQIiIiLyb6ZKAfnb5fS6vUcpWLDgvZtYERERERER+dtpoUERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJiobTQoMh/UGr8iIeuMCoiIiIiIgKqFBARERERERGxWEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhdIrCUX+gwpW/QCsbHM7DJH/lMyk4NwOQUREROSZU6WAiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKhlBQQERERERERsVBKCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIVSUuA/ymQysX79+twO45k6c+YMJpOJ2NjYP9VPZGQkJpOJq1evPvCYsLAwChUq9KfOIyIiIiIi8k+npMB/VHJyMn5+fsCzuZneu3cv3bt3x9XVlaJFi+Lu7k6/fv346aefnlHEf59GjRqRnJxMwYIFczsUERERERGRXKWkwH/MnTt3AHB2dsbGxuZP95eRkcGAAQPw8/OjRIkSzJ8/n127drFgwQIcHBxo3Lgx8+fP/9PneRYyMzNJT09/5HHW1tY4OztjMpn+hqhERERERET+uZQUeAbWrFmDh4cHdnZ2FC1alFatWnHjxg0Ali1bhru7O7a2tlSpUoUFCxaYtT137hz+/v4UKVIEe3t76tSpw759+wAICgqiQ4cOZscPGjQIHx8f47uPjw/9+/dn0KBBFCtWDF9fX8B8+kD58uUB8PLywmQy4ePjw65du8iXLx8XLlzI1n+TJk2M7yNGjGDfvn0kJCQwbdo0fH19qVatGs2bN+fDDz/kwIEDzJgxgzVr1hhtEhMTad++PSVKlMDBwYG6devyzTffmJ3HxcWFyZMn07NnTwoUKMBzzz3HkiVLzI6Jjo7Gy8sLW1tb6tSpw6FDh8z2Z00D2LJlC7Vr18bGxobdu3dz+/ZtBg4cSPHixbG1taVx48bs378/W7v7pw+EhYXx3HPPkT9/fjp27Mivv/7KozzstwNYuHAhFStWxNramsqVK/PJJ5+YtTeZTCxevJi2bduSP39+3N3d2bNnDydPnsTHxwd7e3saNWpEYmLiA2O4ffs2165dM/uIiIiIiIg8LiUF/qTk5GT8/f3p2bMnCQkJREZG0qlTJzIzM1m5ciVjxoxh0qRJJCQkMHnyZIKDgwkPDwfg+vXrNGvWjPPnz7NhwwYOHz7M8OHDycjIeKIYwsPDsba2JioqikWLFmXbHx0dDcA333xDcnIy69ato2nTplSoUMHsRjUtLY2VK1fSs2dPAOLj4wkLC2P9+vU4OzuzcOFCKlWqhIuLC3PnzqVy5crky5ePpUuXMmzYMDIzM43ratOmDTt27ODQoUO0bt2adu3akZSUZBbXjBkzjJv9t956i379+nHs2DGjj7Zt21K1alViYmIICQlh6NChOV7/e++9x9SpU0lISMDT05Phw4ezdu1awsPDOXjwIK6urvj6+nL58uUc2+/bt49evXrRv39/YmNjad68ORMnTnzomD/qt/vyyy955513GDJkCD/++CNvvPEGPXr04LvvvjPrZ8KECQQGBhIbG0uVKlV47bXXeOONNxg5ciQHDhwgMzOT/v37PzCOKVOmULBgQeNTtmzZh8YtIiIiIiJyv7y5HcC/XXJyMunp6XTq1Ily5coB4OHhAcDYsWOZMWMGnTp1Au49sY+Pj2fx4sV0796dVatWkZKSwv79+ylSpAgArq6uTxxDpUqVmDZt2gP3Ozk5AVC0aFGcnZ2N7b169SI0NJRhw4YBsHHjRm7dukWXLl0AWLlyJd27d6dUqVJ8//33DB06lKVLl1KlShXGjh1LYmIiGRkZtGzZkvT0dI4dO0aVKlWoUaMGNWrUMM4zYcIEvvzySzZs2GB2g9umTRveeust4F5FwkcffcR3331H5cqVWbVqFRkZGSxfvhxbW1uqVavGuXPn6NevX7brGz9+PM8//zwAN27cYOHChYSFhRlrKixdupTt27ezfPly41rvN3v2bFq3bs3w4cMBcHNz44cffiAiIuKBY/qo32769OkEBQUZ1zd48GD27t3L9OnTad68uXFcjx49jPEeMWIEDRs2JDg42Kj4eOedd+jRo8cD4xg5ciSDBw82vl+7dk2JAREREREReWyqFPiTatSoQcuWLfHw8KBz584sXbqUK1eucOPGDRITE+nVqxcODg7GZ+LEiUY5eGxsLF5eXsZN5dOqXbv2U7ULCgri5MmT7N27F7hXQt+lSxfs7e0BiIuLo1GjRsC9hEFAQACvvfYatWrVYtGiRdy9e9foq2TJkly5cgW49xR96NChuLu7U6hQIRwcHEhISMhWKeDp6Wn822Qy4ezszKVLlwCMp/62trbGMQ0bNszxOurUqWP8OzExkbS0NLy9vY1t+fLlo169eiQkJOTYPiEhgfr165tte9C5sjzqt0tISDCLAcDb2ztbDPePQYkSJYD/l1TK2nbr1q0HTguwsbHB0dHR7CMiIiIiIvK4VCnwJ+XJk4ft27fzww8/sG3bNubOncuoUaPYuHEjcO8p9R9vOPPkyQOAnZ3dQ/u2srIySvKzpKWlZTsu6yb+SRUvXpx27doRGhpK+fLl2bJlC5GRkcb+9PR0I8Y7d+6YncfBwcH4940bNzhx4gQVK1YEYOjQoWzfvp3p06fj6uqKnZ0dr7zyirEIYpZ8+fKZfTeZTE88dQKe/vr/jEf9do/r/jHIWvgwp21PMy4iIiIiIiKPokqBZ8BkMuHt7c24ceM4dOiQMb+/VKlSnDp1CldXV7NP1sJ/np6exMbGPnCuu5OTE8nJyWbbnua1gtbW1gBmT/az9O7dm88//5wlS5ZQsWJFs6fbrq6uxMXFAdC4cWNWr17N0aNHSUtLY9KkSQCkpKTQs2dP2rdvT/HixQGIiooiKCiIjh074uHhgbOzM2fOnHmimN3d3Tly5Ai3bt0ytmVVNDxM1sJ+UVFRxra0tDT2799P1apVH3iu+xcIfJxzPeq3c3d3N4sB7o3Lg2IQERERERHJDUoK/En79u1j8uTJHDhwgKSkJNatW0dKSgru7u6MGzeOKVOmMGfOHI4fP05cXByhoaHMnDkTAH9/f5ydnenQoQNRUVGcOnWKtWvXsmfPHgBatGjBgQMHWLFiBSdOnGDs2LH8+OOPTxxj8eLFsbOzIyIigosXL5Kammrs8/X1xdHRkYkTJ2abu96xY0eWLVtGWloaL7/8Mi+99BJVq1Ylf/78XL16lVKlStGqVStKly5ttsBhpUqVWLduHbGxsRw+fJjXXnvtiZ90v/baa5hMJvr06UN8fDybN29m+vTpj2xnb29Pv379GDZsGBEREcTHx9OnTx9u3rxJr169cmwzcOBAIiIimD59OidOnGDevHnZ1hOIjo6mSpUqnD9/Hnj0bzds2DDCwsJYuHAhJ06cYObMmaxbt+6BiyWKiIiIiIjkBiUF/iRHR0d27dpFmzZtcHNzY/To0cyYMQM/Pz969+7NsmXLCA0NxcPDg2bNmhEWFmZUClhbW7Nt2zaKFy9OmzZt8PDwYOrUqcb0Al9fX4KDgxk+fDh169blt99+IzAw8IljzJs3L3PmzGHx4sWUKlWK9u3bG/usrKwICgri7t272fpu3rw5rq6u9OnTh4yMDBYvXkxqaioXL15kyZIlHDhwgMuXLzNz5kyzuf8zZ86kcOHCNGrUiHbt2uHr60utWrWeKGYHBwc2btxIXFwcXl5ejBo1ig8++OCx2k6dOpWXX36Zbt26UatWLU6ePMnWrVspXLhwjsc3aNCApUuXMnv2bGrUqMG2bdsYPXq02TE3b97k2LFjxvSNR/12HTp0YPbs2UyfPp1q1aqxePFiQkNDzV4nKSIiIiIikttMmX+ctC4Wp1evXqSkpLBhw4Zs+65cuUKbNm0AGDVqFC1atCB//vxcunSJlStXsmLFCnbv3p0r8/olu2vXrlGwYEEo/T5Y2T66gYg8tsyk4NwOQUREROSxZd0bpKamPnRBci00aMFSU1OJi4tj1apVOSYEAAoXLszOnTuZP38+Q4YM4fjx41hbW2MymfD19WX58uVKCIiIiIiIiPxLqVLAgvn4+BAdHc0bb7zBRx999FhtUlNTuXbtGsWLF8fGxuYvjlCelCoFRP46qhQQERGRfxNVCsgj3f/6wcdVsGDBezedIiIiIiIi8q+nhQZFRERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhdJCgyL/QanxIx66wqiIiIiIiAioUkBERERERETEYikpICIiIiIiImKhlBQQERERERERsVBKCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFkqvJBT5DypY9QOwss3tMETkDzKTgnM7BBEREREzqhQQERERERERsVBKCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKhlBQQfHx8GDRoUG6H8UhnzpzBZDIRGxv72G3+LdcmIiIiIiKSG5QUENatW8eECRMeesyjbsgzMjL4/PPPadeuHc899xxOTk7UqVOHkJAQfv31178gahEREREREfmz8uZ2AJL7ihQp8tD9d+7ceej+X375hVdeeYWzZ8/y9ttvM2zYMIoUKcKpU6dYtWoVVatW5csvv6RRo0bPMmwRERERERH5k1Qp8B/h4+ND//796d+/PwULFqRYsWIEBweTmZkJwIIFC6hUqRK2traUKFGCV155xazt/SX2Li4uTJgwgcDAQBwdHenbty/ly5cHwMvLC5PJhI+PDwDp6em89NJLVKxYkaNHjzJ48GCaNm1K9erVeemll1i9ejUff/wxHTt25NSpU8Y5IiIiaNy4MYUKFaJo0aK0bduWxMREs2uKjo7Gy8sLW1tb6tSpw6FDh7Jd986dO6lXrx42NjaULFmS9957j/T0dLNj0tPTHzguALdv32bo0KGULl0ae3t76tevT2Rk5EPH++rVq7zxxhuUKFECW1tbqlevztdff23sX7t2LdWqVcPGxgYXFxdmzJhh1t7FxYWJEycSGBiIg4MD5cqVY8OGDaSkpNC+fXscHBzw9PTkwIEDD41DRERERETkz1BS4D8kPDycvHnzEh0dzezZs5k5cybLli3jwIEDDBw4kPHjx3Ps2DEiIiJo2rTpQ/uaPn06NWrU4NChQwQHBxMdHQ3AN998Q3JyMuvWrQNg+fLlmEwmlixZQkZGBgMGDKB06dLUrFmTjz/+mGrVqvHiiy/St29fxo0bZ/R/48YNBg8ezIEDB9ixYwdWVlZ07NiRjIwMAK5fv07btm2pWrUqMTExhISEMHToULMYz58/T5s2bahbty6HDx9m4cKFLF++nIkTJz7WuGTp378/e/bsYfXq1Rw5coTOnTvTunVrTpw4kePYZGRk4OfnR1RUFJ9++inx8fFMnTqVPHnyABATE0OXLl3o2rUrcXFxhISEEBwcTFhYmFk/H330Ed7e3hw6dIgXX3yRbt26ERgYyOuvv87BgwepWLEigYGBZgmMP7p9+zbXrl0z+4iIiIiIiDwuU+bD7jjkX8PHx4dLly7x008/YTKZAHjvvffYsGEDEydOpEePHpw7d44CBQrk2LZmzZrMmjULuPcU28vLiy+//NI45syZM5QvX55Dhw5Rs2ZNY7u3tzcjR46kbdu2TJgwgU8//ZTFixeTmZnJW2+9xe+//86ZM2dITEzE29ubCxcu5Bj/L7/8gpOTE3FxcVSvXp0lS5bw/vvvc+7cOWxtbQFYtGgR/fr1M2IYNWoUa9euJSEhwbjmBQsWMGLECFJTU7GysnrouMTHx5OUlESFChVISkqiVKlSRjytWrWiXr16TJ48OVus27Ztw8/Pj4SEBNzc3LLtDwgIICUlhW3bthnbhg8fzqZNm/jpp5+MMW7SpAmffPIJABcuXKBkyZIEBwczfvx4APbu3UvDhg1JTk7G2dk5x3ELCQkxS7YYSr8PVrY5thGR3JOZFJzbIYiIiIiFuHbtGgULFiQ1NRVHR8cHHqdKgf+QBg0aGDe+AA0bNuTEiRO0bNmScuXKUaFCBbp168bKlSu5efPmQ/uqU6fOY50zLi7OWCtg48aNjB07Fh8fH5o3b87o0aON40qWLMmVK1eM7ydOnMDf358KFSrg6OiIi4sLAElJSQAkJCTg6elpJASyrud+CQkJNGzY0Oyavb29uX79OufOnXvkuNy9e5e4uDju3r2Lm5sbDg4Oxmfnzp3ZpjNkiY2NpUyZMjkmBLLi8vb2Ntvm7e1tnDOLp6en8e8SJUoA4OHhkW3bpUuXcjwPwMiRI0lNTTU+Z8+efeCxIiIiIiIif6SFBi2Ag4MDBw8eJDIykm3btjFmzBhCQkLYv38/hQoVyrGNvb39Y/Wdnp6OnZ0dcG9BwvvbOTg4GP8+ePAgrq6uxvd27dpRrlw5li5dSqlSpcjIyKB69eqPXNTwWbt+/Tp58uQhJibGKP/Pcn/898u63j8rX758xr+zkhY5bcuaUpETGxsbbGxsnkk8IiIiIiJieVQp8B+yb98+s+979+6lUqVK5MmTh7x589KqVSumTZvGkSNHOHPmDN9+++1j921tbQ1g9qQbwNXVlbi4OAAaN27M7NmzuXLlCleuXGH27NkA/PTTT/Tr149hw4YB8Ouvv3Ls2DFGjx5Ny5YtcXd3N6siAHB3d+fIkSPcunXL7Hr+eMyePXvM5txHRUVRoEABypQp81jj4uXlxd27d7l06RKurq5mnweV7Ht6enLu3DmOHz+e4353d3eioqLMtkVFReHm5pYt8SAiIiIiIpKblBT4D0lKSmLw4MEcO3aMzz77jLlz5/LOO+/w9ddfM2fOHGJjY/n5559ZsWIFGRkZVK5c+bH7Ll68OHZ2dkRERHDx4kVSU1MB6NixI/PnzwfuzW+/c+cORYsWpUyZMtSvX5+ff/6Z1q1bM2DAAIKCggAoXLgwRYsWZcmSJZw8eZJvv/2WwYMHm53vtddew2Qy0adPH+Lj49m8eTPTp083O+att97i7NmzDBgwgKNHj/LVV18xduxYBg8ejJXV//vTftC4ALi5uREQEEBgYCDr1q3j9OnTREdHM2XKFDZt2gTcW9CwSpUqxmKLzZo1o2nTprz88sts376d06dPs2XLFiIiIgAYMmQIO3bsYMKECRw/fpzw8HDmzZuXbaFEERERERGR3KakwH9IYGAgv//+O/Xq1ePtt9/mnXfeoW/fvhQqVIh169bRokUL3N3dWbRoEZ999hnVqlV77L7z5s3LnDlzWLx4MaVKlaJ9+/YADBo0iB07drBs2TKKFSvG7t27uXjxIikpKUyYMIELFy5w9uxZ+vbta/RlZWXF6tWriYmJoXr16rz77rt8+OGHZudzcHBg48aNxMXF4eXlxahRo/jggw/MjildujSbN28mOjqaGjVq8Oabb9KrVy+ztQweNi5ZQkNDCQwMZMiQIVSuXJkOHTqwf/9+nnvuOQDS0tI4duyY2ToMa9eupW7duvj7+1O1alWGDx9uVFHUqlWLL774gtWrV1O9enXGjBnD+PHjjaSIiIiIiIjIP4XePvAf8cc3CPydsl6p16JFCwYOHEitWrXImzcvJ06cYO7cuVy4cIEvvvjib4/LEmWtMKq3D4j8M+ntAyIiIvJ30dsH5G/j5eVFbGwsRYsWpV27dtjY2JAvXz4aNGhAeno6c+bMye0QRUREREREJAd6+4A8E8WLF2f27NnMmjWLlJQU0tPTcXZ2NpvbLyIiIiIiIv8sSgr8R0RGRuZ2CMC91+gVL148t8MQERERERGRx6DHuCIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCaaFBkf+g1PgRD30XqYiIiIiICKhSQERERERERMRiKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSq8kFPkPKlj1A7Cyze0wRMTCZCYF53YIIiIi8oRUKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSD/Gi4uLsyaNesvP09kZCQmk4mrV6/+5ecSERERERHJTUoKSK5JS0tjyZIltGrVitKlS+Ps7EyjRo2YPn06N2/ezHb8/v376du372P3r5t7ERERERGRh8ub2wHIf8edO3ewtrZ+rGNPnTpF+/btsbKyol+/fnh6euLg4MDRo0cJDQ1l/vz5bN26FTc3N6ONk5PTXxW6iIiIiIiIRVKlwL/cmjVr8PDwwM7OjqJFi9KqVStu3LgBwLJly3B3d8fW1pYqVaqwYMECs7bnzp3D39+fIkWKYG9vT506ddi3bx8AQUFBdOjQwez4QYMG4ePjY3z38fGhf//+DBo0iGLFiuHr6wvAjz/+iJ+fHw4ODpQoUYJu3brxyy+/GO1SU1Px9fWlY8eOxMbG8uabb9KoUSM8PT3p0qULW7Zs4f333+eFF17gypUrRrs/Th8wmUwsW7aMjh07kj9/fipVqsSGDRsAOHPmDM2bNwegcOHCmEwmgoKCAMjIyGDKlCmUL18eOzs7atSowZo1a55o3K9evcobb7xBiRIlsLW1pXr16nz99dfG/rVr11KtWjVsbGxwcXFhxowZZu1dXFyYOHEigYGBODg4UK5cOTZs2EBKSgrt27fHwcEBT09PDhw48ERxiYiIiIiIPAklBf7FkpOT8ff3p2fPniQkJBAZGUmnTp3IzMxk5cqVjBkzhkmTJpGQkMDkyZMJDg4mPDwcgOvXr9OsWTPOnz/Phg0bOHz4MMOHDycjI+OJYggPD8fa2pqoqCgWLVrE1atXadGiBV5eXhw4cICIiAguXrxIly5djDZTp06ldu3ajB8/ntTUVAICAoypA3PmzMHPz48+ffrQpEmTR64hMG7cOLp06cKRI0do06YNAQEBXL58mbJly7J27VoAjh07RnJyMrNnzwZgypQprFixgkWLFvHTTz/x7rvv8vrrr7Nz587HuuaMjAz8/PyIiori008/JT4+nqlTp5InTx4AYmJi6NKlC127diUuLo6QkBCCg4MJCwsz6+ejjz7C29ubQ4cO8eKLL9KtWzcCAwN5/fXXOXjwIBUrViQwMJDMzMwHxnL79m2uXbtm9hEREREREXlcmj7wL5acnEx6ejqdOnWiXLlyAHh4eAAwduxYZsyYQadOnQAoX7488fHxLF68mO7du7Nq1SpSUlLYv38/RYoUAcDV1fWJY6hUqRLTpk0zvk+cOBEvLy8mT55sbPv4448pW7Ysx48fx83NjU8++YSIiAgAhgwZwunTp/nqq6+4dOkSffv2pXLlysC9aoVRo0Yxbty4B54/KCgIf39/ACZPnsycOXOIjo6mdevWxnUVL16cQoUKAfduoidPnsw333xDw4YNAahQoQK7d+9m8eLFNGvW7JHX/M033xAdHU1CQoIxvaFChQrG/pkzZ9KyZUuCg4MBcHNzIz4+ng8//NCoVgBo06YNb7zxBgBjxoxh4cKF1K1bl86dOwMwYsQIGjZsyMWLF3F2ds4xlilTpjx0fERERERERB5GSYF/sRo1atCyZUs8PDzw9fXlhRde4JVXXsHa2prExER69epFnz59jOPT09MpWLAgALGxsXh5eRk3zk+rdu3aZt8PHz7Md999h4ODQ7ZjExMTKVasGL/99hvVq1cHYOPGjaxfv5769esD0L9/f7Zv3w5AyZIlzaYP5MTT09P4t729PY6Ojly6dOmBx588eZKbN2/y/PPPm22/c+cOXl5eDz1XltjYWMqUKWO23sH9EhISaN++vdk2b29vZs2axd27d42KgvtjL1GiBPD/kjr3b7t06dIDkwIjR45k8ODBxvdr165RtmzZx7oOERERERERJQX+xfLkycP27dv54Ycf2LZtG3PnzmXUqFFs3LgRgKVLlxo32/e3AbCzs3to31ZWVtnK1tPS0rIdZ29vb/b9+vXrtGvXjg8++CDbsSVLluTGjRvY2toa2+7cuWPWx/3JhIMHDz6yeiFfvnxm300m00OnQFy/fh2ATZs2Ubp0abN9NjY2Dz1XlkeN3eO6P3aTyfTAbQ+7Hhsbm8eOW0RERERE5I+UFPiXM5lMeHt74+3tzZgxYyhXrhxRUVGUKlWKU6dOERAQkGM7T09Pli1bxuXLl3OsFnBycuLHH3802xYbG5vtJvyPatWqxdq1a3FxcSFv3ux/XnZ2dty5c4eLFy9SokQJGjduzLRp04xYli5dSrFixfjhhx8YNWoUH3/88ROMhrmsNyHcvXvX2Fa1alVsbGxISkp6rKkCOfH09OTcuXPGdIg/cnd3JyoqymxbVFQUbm5uRlJGRERERETkn0ALDf6L7du3j8mTJ3PgwAGSkpJYt24dKSkpuLu7M27cOKZMmcKcOXM4fvw4cXFxhIaGMnPmTAD8/f1xdnamQ4cOREVFcerUKdauXcuePXsAaNGiBQcOHGDFihWcOHGCsWPHZksS5OTtt9/m8uXL+Pv7s3//fhITE9m6dSs9evTg7t27WFlZ8dJLLxlvQpg9ezaHDh3CwcEBDw8Pnn/+eXbu3EnPnj2ZPXs2LVu2fOrxKVeuHCaTia+//pqUlBSuX79OgQIFGDp0KO+++y7h4eEkJiZy8OBB5s6dayzC+Efnz5+nSpUqREdHA9CsWTOaNm3Kyy+/zPbt2zl9+jRbtmwxWydhx44dTJgwgePHjxMeHs68efMYOnToU1+LiIiIiIjIX0GVAv9ijo6O7Nq1i1mzZnHt2jXKlSvHjBkz8PPzAyB//vx8+OGHDBs2DHt7ezw8PBg0aBBw7yn6tm3bGDJkCG3atCE9PZ2qVasyf/58AHx9fQkODmb48OHcunWLnj17EhgYSFxc3ENjKlWqFFFRUYwYMYIXXniB27dvU65cOVq3bo2V1b0c1JgxY6hXrx4NGjTAz8+P+Ph4Lly4QOHChcnIyGDUqFEUK1bsT49P6dKlGTduHO+99x49evQgMDCQsLAwJkyYgJOTE1OmTOHUqVMUKlSIWrVq8f777+fYT1paGseOHePmzZvGtrVr1zJ06FD8/f25ceMGrq6uTJ06FbhXLfHFF18wZswYJkyYQMmSJRk/frzZIoMiIiIiIiL/BKbMh73vTOQvsm3bNrp27crrr79Onz59qFatGgBxcXFMnz4dJycno6pBHt+1a9fuLSZZ+n2wsn10AxGRZygzKTi3QxAREZH/X9a9QWpqKo6Ojg88TtMHJFe88MILxMTE8Ntvv9GkSROsra2xtrbGz8+PMmXKEBISktshioiIiIiI/OepUkByXUZGBhcvXsTKysp4DZ88HVUKiEhuUqWAiIjIP8fjVgpoTQHJdVZWVpQsWTK3wxAREREREbE4mj4gIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJQWGhT5D0qNH/HQFUZFRERERERAlQIiIiIiIiIiFktJARERERERERELpaSAiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKhlBQQERERERERsVB6JaHIf1DBqh+AlW1uhyEi8pfKTArO7RBERET+9VQpICIiIiIiImKhlBQQERERERERsVBKCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKhlBSQXBMSEkLNmjWzbStRogQmk4n169fnSlwiIiIiIiKWQkmBf6HIyEhMJhNXr17NcX9aWhpLliyhVatWlC5dGmdnZxo1asT06dO5efPm3xvsE0hISGDcuHEsXryY5ORk/Pz8cjskERERERGR/7S8uR3AP8WdO3ewtrbO7TD+tFOnTtG+fXusrKzo168fnp6eODg4cPToUUJDQ5k/fz5bt27Fzc3tb4spLS2NfPnyPfK4xMREANq3b4/JZPqrwxIREREREbF4/5hKgYyMDKZNm4arqys2NjY899xzTJo0iUaNGjFixAizY1NSUsiXLx+7du0C4Pbt2wwdOpTSpUtjb29P/fr1iYyMfOj5skrXly1bRvny5bG1tQXg6tWr9O7dGycnJxwdHWnRogWHDx82azt16lRKlChBgQIF6NWrF++9955ZGbyPjw+DBg0ya9OhQweCgoKM74+K+eeff6Zdu3YULlwYe3t7qlWrxubNmzlz5gzNmzcHoHDhwphMJqPf1NRUfH196dixI7Gxsbz55ps0atQIT09PunTpwpYtW3j//fd54YUXuHLlCgDz5s2jevXqxnnXr1+PyWRi0aJFxrZWrVoxevRo4/vChQupWLEi1tbWVK5cmU8++cTsWk0mEwsXLuSll17C3t6eSZMm5Thut27dMvs92rVrB4CVlZVZUmDZsmW4u7tja2tLlSpVWLBggbHvzJkzmEwm1q1bR/PmzcmfPz81atRgz549ZjFFRUXh4+ND/vz5KVy4ML6+vsYYZGRkMGXKFMqXL4+dnR01atRgzZo1PMzt27cZMWIEZcuWxcbGBldXV5YvX27s37lzJ/Xq1cPGxoaSJUvy3nvvkZ6ebuz38fFhwIABDBo0iMKFC1OiRAmWLl3KjRs36NGjBwUKFMDV1ZUtW7Y8Mo5r166ZfURERERERB7XPyYpMHLkSKZOnUpwcDDx8fGsWrWKEiVKEBAQwOrVq8nMzDSO/fzzzylVqhRNmjQBoH///uzZs4fVq1dz5MgROnfuTOvWrTlx4sRDz3ny5EnWrl3LunXriI2NBaBz585cunSJLVu2EBMTQ61atWjZsiWXL18G4IsvviAkJITJkydz4MABSpYsaXaT+rgeFfPbb7/N7du32bVrF3FxcXzwwQc4ODhQtmxZ1q5dC8CxY8dITk5m9uzZwL2b7tq1azN+/HhSU1MJCAgwpg7MmTMHPz8/+vTpQ5MmTZg1axYAzZo1Iz4+npSUFODezWyxYsWMBEVaWhp79uzBx8cHgC+//JJ33nmHIUOG8OOPP/LGG2/Qo0cPvvvuO7PrCwkJoWPHjsTFxdGzZ89HjtvQoUMJDQ0FIDk5meTkZABWrlzJmDFjmDRpEgkJCUyePJng4GDCw8PNzjdq1CiGDh1KbGwsbm5u+Pv7GzfhsbGxtGzZkqpVq7Jnzx52795Nu3btuHv3LgBTpkxhxYoVLFq0iJ9++ol3332X119/nZ07dz7w9wsMDOSzzz5jzpw5JCQksHjxYhwcHAA4f/48bdq0oW7duhw+fJiFCxeyfPlyJk6caNZHeHg4xYoVIzo6mgEDBtCvXz86d+5Mo0aNOHjwIC+88ALdunV76JSPKVOmULBgQeNTtmzZBx4rIiIiIiLyR6bM+++2c8lvv/2Gk5MT8+bNo3fv3mb7UlJSKFWqFN9++62RBGjUqBFNmzZl6tSpJCUlUaFCBZKSkihVqpTRrlWrVtSrV4/JkyfneM6sG9Tz58/j5OQEwO7du3nxxRe5dOkSNjY2xrGurq4MHz6cvn370qhRI7y8vJg/f76xv0GDBty6dctILPj4+FCzZk3jxhvuVQoUKlSIsLCwx4rZ09OTl19+mbFjx2aLPTIykubNm3PlyhUKFSpkbC9TpgwRERFUr16dXr16kZCQwEcffcSlS5fo27cvlStXJjIykh07djBq1Cj27t1LZmYmTk5OLFq0iFdeeQUvLy9effVVZs+eTXJyMlFRUTRv3pyrV6+SP39+vL29qVatGkuWLDHO26VLF27cuMGmTZuAe5UCgwYN4qOPPjKOeZxxW79+PR07djRLALm6ujJhwgT8/f2NbRMnTmTz5s388MMPnDlzhvLly7Ns2TJ69eoFQHx8PNWqVSMhIYEqVarw2muvkZSUxO7du7ON5e3btylSpAjffPMNDRs2NLb37t2bmzdvsmrVqmxtjh8/TuXKldm+fTutWrXKtn/UqFGsXbuWhIQEo+JhwYIFjBgxgtTUVKysrPDx8eHu3bt8//33ANy9e5eCBQvSqVMnVqxYAcCFCxcoWbIke/bsoUGDBtnOkxX/7du3je/Xrl27lxgo/T5Y2ebYRkTkvyIzKTi3QxAREfnHunbtGgULFiQ1NRVHR8cHHvePqBRISEjg9u3btGzZMts+JycnXnjhBVauXAnA6dOn2bNnDwEBAQDExcVx9+5d3NzccHBwMD47d+405qjfv/3NN980+i5XrpyREAA4fPgw169fp2jRomZtTp8+bfSVkJBA/fr1zWK8/2bycTxOzAMHDmTixIl4e3szduxYjhw58tA+L1++zG+//WZMBdi4cSPTp0+nfv36tGvXjv79+xvHlixZ0iidN5lMNG3alMjISK5evUp8fDxvvfUWt2/f5ujRo+zcuZO6deuSP39+4/q9vb3Nzu3t7U1CQoLZtjp16ph9f5pxu3HjBomJifTq1ctsnCZOnGiMUxZPT0+z6wO4dOkS8P8qBXJy8uRJbt68yfPPP292jhUrVmQ7R5bY2Fjy5MlDs2bNctyfkJBAw4YNzaZAeHt7c/36dc6dO5djzHny5KFo0aJ4eHgY20qUKGF2HTmxsbHB0dHR7CMiIiIiIvK4/hELDdrZ2T10f0BAAAMHDmTu3LmsWrUKDw8P4+bp+vXr5MmTh5iYGPLkyWPWLqucO+tJNGB202Rvb292/PXr1ylZsmSO6xHc/0T+UaysrPhjAUZaWprZeR4Vc+/evfH19WXTpk1s27aNKVOmMGPGDAYMGJDjOdPT0411EeDewon3X19WvwAHDx7E1dXV+O7j48OSJUv4/vvv8fLywtHR0UgU7Ny584E3vw/zx7F9GtevXwdg6dKl2RIKfxy3+xcyzLoZz8jIAB7+95V1jk2bNlG6dGmzffdXi9zvUX+vj+uPiy+aTKaHXoeIiIiIiMiz9o+oFKhUqRJ2dnbs2LEjx/3t27fn1q1bREREsGrVKqNKAMDLy4u7d+9y6dIlXF1dzT7Ozs4AZtuKFy/+wDhq1arFhQsXyJs3b7a+ihUrBoC7uzv79u0za7d3716z705OTsaceLhXGv7jjz8+UcwAZcuW5c0332TdunUMGTKEpUuXAhhvSciaEw9QrFgx7ty5w8WLFwFo3Lgx06ZN4/fff+f8+fNG2x9++IFRo0YxePBgo23WugL/93//Z6wd4OPjwzfffGMs0JfF3d2dqKgos+uNioqiatWqDxzXxx23PypRogSlSpXi1KlT2capfPnyD217P09Pzwf+bVWtWhUbGxuSkpKyneNB8/M9PDzIyMh44JoD7u7u7NmzxywxFBUVRYECBShTpsxjxy0iIiIiIvJX+0ckBWxtbRkxYgTDhw83yrb37t1rrOZub29Phw4dCA4OJiEhwWx+uZubGwEBAQQGBrJu3TpOnz5NdHQ0U6ZMMea4P65WrVrRsGFDOnTowLZt2zhz5oxxE33gwAEA3nnnHT7++GNCQ0M5fvw4Y8eO5aeffjLrp0WLFmzatIlNmzZx9OhR+vXrx9WrV58o5kGDBrF161ZOnz7NwYMH+e6773B3dwfuTXswmUx8/fXXpKSkcP36daysrHjppZeMxftmz57NoUOHcHBwwMPDg+eff56dO3fSs2dPZs+ebVZO7+npSeHChVm1apVZUmD9+vXcvn3bbLrAsGHDCAsLY+HChZw4cYKZM2eybt06hg4d+tCxfZxxy8m4ceOYMmUKc+bM4fjx48TFxREaGsrMmTMf2TbLyJEj2b9/P2+99RZHjhzh6NGjLFy4kF9++YUCBQowdOhQ3n33XcLDw0lMTOTgwYPMnTvXbDHDKlWq8OWXXwLg4uJC9+7d6dmzJ+vXr+f06dNERkbyxRdfAPDWW29x9uxZBgwYwNGjR/nqq68YO3YsgwcPxsrqH/FfTkREREREBPiHTB8ACA4OJm/evIwZM4b//e9/lCxZ0mz+f0BAAG3atKFp06Y899xzZm1DQ0OZOHEiQ4YM4fz58xQrVowGDRrQtm3bJ4rBZDKxefNmRo0aRY8ePUhJScHZ2ZmmTZsa87tfffVVEhMTGT58OLdu3eLll1+mX79+bN261einZ8+eHD58mMDAQPLmzcu7775rvEbwcWO+e/cub7/9NufOncPR0ZHWrVsbC/eVLl2acePG8d5779GjRw8CAwMJCwtjzJgx1KtXjwYNGuDn50d8fDwXLlygcOHCZGRkMGrUKKPi4Y/X3aRJEzZt2kTjxo2Be4kCR0dHKleubDYVoEOHDsyePZvp06fzzjvvUL58eUJDQ82qCXLyOOOWk969e5M/f34+/PBDhg0bhr29PR4eHtle+fgwbm5ubNu2jffff5969ephZ2dH/fr1jeTShAkTcHJyYsqUKZw6dYpChQpRq1Yt3n//faOPY8eOkZqaanxfuHAh77//Pm+99Ra//vorzz33nHF86dKl2bx5M8OGDaNGjRoUKVKEXr16mb3WUURERERE5J/gH/H2gX+7kJAQ1q9fb7Z2QW7Ztm0bXbt25fXXX6dPnz5Uq1YNuLe44fTp03Fycnqip+zy75K1wqjePiAilkBvHxAREXmwf9XbB+TZeeGFF4iJieG3336jSZMmWFtbY21tjZ+fH2XKlCEkJCS3QxQREREREZF/iH/M9AF5drJK+pcvX87FixexsrIypj+IiIiIiIiIZNH0AZH/EE0fEBFLoukDIiIiD6bpAyIiIiIiIiLyUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSm8fEPkPSo0f8dDFRERERERERECVAiIiIiIiIiIWS0kBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUHoloch/UMGqH4CVbW6HISKSKzKTgnM7BBERkX8NVQqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBf6FXFxcmDVr1jPt88yZM5hMJmJjY3Pcn5GRweeff067du147rnncHJyok6dOoSEhPDrr78+01hERERERETk75E3twOQf75ffvmFV155hbNnz/L2228zbNgwihQpwqlTp1i1ahVVq1blyy+/pFGjRrkdqoiIiIiIiDwBVQr8BTIyMpg2bRqurq7Y2Njw3HPPMWnSJADi4uJo0aIFdnZ2FC1alL59+3L9+nWjbVBQEB06dGD69OmULFmSokWL8vbbb5OWlgaAj48PP//8M++++y4mkwmTyQTAr7/+ir+/P6VLlyZ//vx4eHjw2WefPXZc5cuXB8DLywuTyYSPjw8A6enpvPTSS1SsWJGjR48yePBgmjZtSvXq1XnppZdYvXo1H3/8MR07duTUqVMAfP311xQqVIi7d+8CEBsbi8lk4r333jNi6d27N6+//joAYWFhFCpUiPXr11OpUiVsbW3x9fXl7NmzxvGHDx+mefPmFChQAEdHR2rXrs2BAweM/VFRUfj4+JA/f34KFy6Mr68vV65cASAiIoLGjRtTqFAhihYtStu2bUlMTDTaZlVJrFu3jubNm5M/f35q1KjBnj17Hvo7X716lTfeeIMSJUpga2tL9erV+frrr439a9eupVq1atjY2ODi4sKMGTPM2ru4uDBx4kQCAwNxcHCgXLlybNiwgZSUFNq3b4+DgwOenp5m1ykiIiIiIvIsKSnwFxg5ciRTp04lODiY+Ph4Vq1aRYkSJbhx4wa+vr4ULlyY/fv383//939888039O/f36z9d999R2JiIt999x3h4eGEhYURFhYGwLp16yhTpgzjx48nOTmZ5ORkAG7dukXt2rXZtGkTP/74I3379qVbt25ER0c/Mi7AOO6bb74hOTmZdevWAbB8+XJMJhNLliwhIyODAQMGULp0aWrWrMnHH39MtWrVePHFF+nbty/jxo0DoEmTJvz2228cOnQIgJ07d1KsWDEiIyONWHbu3GkkHgBu3rzJpEmTWLFiBVFRUVy9epWuXbsa+wMCAihTpgz79+8nJiaG9957j3z58gH3kg4tW7akatWq7Nmzh927d9OuXTsjKXHjxg0GDx7MgQMH2LFjB1ZWVnTs2JGMjAyzcR81ahRDhw4lNjYWNzc3/P39SU9Pz/E3zsjIwM/Pj6ioKD799FPi4+OZOnUqefLkASAmJoYuXbrQtWtX4uLiCAkJITg42Pgds3z00Ud4e3tz6NAhXnzxRbp160ZgYCCvv/46Bw8epGLFigQGBpKZmZljHLdv3+batWtmHxERERERkcdlynzQ3YY8ld9++w0nJyfmzZtH7969zfYtXbqUESNGcPbsWezt7QHYvHkz7dq143//+x8lSpQgKCiIyMhIEhMTjRvMLl26YGVlxerVq4F7T5gHDRrEoEGDHhpL27ZtqVKlCtOnT39oXHDvaXn58uU5dOgQNWvWNLZ7e3szcuRI2rZty4QJE/j0009ZvHgxmZmZvPXWW/z++++cOXOGxMREvL29uXDhAgC1a9fG39+foUOH0rFjR+rWrcu4ceP49ddfSU1NpUyZMhw/fpxKlSoRFhZGjx492Lt3L/Xr1wfg6NGjuLu7s2/fPurVq4ejoyNz586le/fu2WJ/7bXXSEpKYvfu3Y/1G/3yyy84OTkRFxdH9erVjWtftmwZvXr1AiA+Pp5q1aqRkJBAlSpVsvWxbds2/Pz8SEhIwM3NLdv+gIAAUlJS2LZtm7Ft+PDhbNq0iZ9++gm49zs2adKETz75BIALFy5QsmRJgoODGT9+PAB79+6lYcOGJCcn4+zsnO08ISEhRjLGTOn3wcr2scZDROS/JjMpOLdDEBERyXXXrl2jYMGCpKam4ujo+MDjVCnwjCUkJHD79m1atmyZ474aNWoYCQG4d9OdkZHBsWPHjG3VqlUzEgIAJUuW5NKlSw897927d5kwYQIeHh4UKVIEBwcHtm7dSlJS0iPjepi4uDhjrYCNGzcyduxYfHx8aN68OaNHjzaLMatcH6BZs2ZERkaSmZnJ999/T6dOnXB3d2f37t3s3LmTUqVKUalSJeP4vHnzUrduXeN7lSpVKFSoEAkJCQAMHjyY3r1706pVK6ZOnWpW/p9VKfAgJ06cwN/fnwoVKuDo6IiLiwuAMTZZPD09za4HeOC4x8bGUqZMmRwTAnBvvL29vc22eXt7c+LECaOC4Y/nzKra8PDwyLbtQXGMHDmS1NRU43P/lAsREREREZFHUVLgGbOzs/vTfWSVxWcxmUzZSt3/6MMPP2T27NmMGDGC7777jtjYWHx9fblz586fiis9Pd1oe+fOHbOEhoODg/HvgwcP4urqanz38fFh9+7dHD58mHz58lGlShV8fHyIjIxk586dNGvW7IniCAkJ4aeffuLFF1/k22+/NRY3fJxra9euHZcvX2bp0qXs27ePffv2Gddzv/vHPWuthgeN+7P4nR90zieJw8bGBkdHR7OPiIiIiIjI41JS4BmrVKkSdnZ27NixI9s+d3d3Dh8+zI0bN4xtUVFRWFlZUbly5cc+h7W1tdnT5qx+2rdvz+uvv06NGjWoUKECx48ff6y4svoEsvXr6upKXFwcAI0bN2b27NlcuXKFK1euMHv2bAB++ukn+vXrx7Bhw4x2WesKfPTRR0YCICspEBkZabaeANxLPty/oN6xY8e4evUq7u7uxjY3Nzfeffddtm3bRqdOnQgNDQXuPW1/0HX9+uuvHDt2jNGjR9OyZUvc3d3NKhqelqenJ+fOnTMb4/u5u7sTFRVlti0qKgo3NzezKhAREREREZHcpKTAM2Zra8uIESMYPnw4K1asIDExkb1797J8+XICAgKwtbWle/fu/Pjjj3z33XcMGDCAbt26GWXij8PFxYVdu3Zx/vx5fvnlF+DeTf/27dv54YcfSEhI4I033uDixYuPFRdA8eLFsbOzIyIigosXL5KamgpAx44dmT9/PnDvaf2dO3coWrQoZcqUoX79+vz888+0bt2aAQMGEBQUZJyvcOHCeHp6snLlSiMB0LRpUw4ePMjx48ezVQrky5ePAQMGsG/fPmJiYggKCqJBgwbUq1eP33//nf79+xMZGcnPP/9MVFQU+/fvNxIGI0eOZP/+/bz11lscOXKEo0ePsnDhQn755RcKFy5M0aJFWbJkCSdPnuTbb79l8ODBT/ajAufPn6dKlSrGgozNmjWjadOmvPzyy2zfvp3Tp0+zZcsWIiIiABgyZAg7duxgwoQJHD9+nPDwcObNm8fQoUOf+NwiIiIiIiJ/FSUF/gLBwcEMGTKEMWPG4O7uzquvvsqlS5fInz8/W7du5fLly9StW5dXXnmFli1bMm/evCfqf/z48Zw5c4aKFSvi5OQEwOjRo6lVqxa+vr74+Pjg7OxMhw4dHisuuDenf86cOSxevJhSpUrRvn17AAYNGsSOHTtYtmwZxYoVY/fu3Vy8eJGUlBQmTJjAhQsXOHv2LH379s0WZ7Nmzbh7966RFChSpAhVq1bF2dk5W2VE/vz5GTFiBK+99hre3t44ODjw+eefA5AnTx5+/fVXAgMDcXNzo0uXLvj5+RkL7Lm5ubFt2zYOHz5MvXr1aNiwIV999RV58+Y1FmiMiYmhevXqvPvuu3z44YdPNN4AaWlpHDt2jJs3bxrb1q5dS926dfH396dq1aoMHz7cqLSoVasWX3zxBatXr6Z69eqMGTOG8ePHmyVOREREREREcpvePiCPlPW6vBYtWjBw4EBq1apF3rx5OXHiBHPnzuXChQt88cUXT91/WFgYgwYN4urVq88uaAuVtcKo3j4gIpZMbx8QERHR2wfkGfLy8iI2NpaiRYvSrl07bGxsyJcvHw0aNCA9PZ05c+bkdogiIiIiIiLyFPLmdgDy71C8eHFmz57NrFmzSElJIT09HWdnZ6yslFcSERERERH5t9IdnTwRk8lE8eLFKVWq1DNLCAQFBWnqgIiIiIiISC5QUkBERERERETEQikpICIiIiIiImKhlBQQERERERERsVBKCoiIiIiIiIhYKL19QOQ/KDV+xEPfRSoiIiIiIgKqFBARERERERGxWEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhdIrCUX+gwpW/QCsbHM7DBGR/4TMpODcDkFEROQvo0oBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkB+UuEhYVRqFCh3A7jkaKiovDw8CBfvnx06NAht8MRERERERH5WykpYIHS0tJYsmQJrVq1onTp0jg7O9OoUSOmT5/OzZs3n8k5Xn31VY4fP/5M+vorDR48mJo1a3L69GnCwsIICQmhZs2auR2WiIiIiIjI3yJvbgcgf96dO3ewtrZ+rGNPnTpF+/btsbKyol+/fnh6euLg4MDRo0cJDQ1l/vz5bN26FTc3tz8Vk52dHXZ2dk/d/kmu6c9ITEzkzTffpEyZMn/5uURERERERP5pVCnwlNasWYOHhwd2dnYULVqUVq1acePGDQCWLVuGu7s7tra2VKlShQULFpi1PXfuHP7+/hQpUgR7e3vq1KnDvn37AAgKCspWxj5o0CB8fHyM7z4+PvTv359BgwZRrFgxfH19Afjxxx/x8/PDwcGBEiVK0K1bN3755RejXWpqKr6+vnTs2JHY2FjefPNNGjVqhKenJ126dGHLli28//77vPDCC1y5csVo5+LiwsSJEwkMDMTBwYFy5cqxYcMGUlJSaN++PQ4ODnh6enLgwAGjTU7TBzZu3EjdunWxtbWlWLFidOzY0ewcEyZMIDAwEEdHR/r27QvA2rVrqVatGjY2Nri4uDBjxgyzPhcsWEClSpWwtbWlRIkSvPLKK8a+27dvM3DgQIoXL46trS2NGzdm//79AJw5cwaTycSvv/5Kz549MZlMhIWFMW7cOA4fPozJZDK2PcjHH39sxFayZEn69+9v7EtKSjLGxtHRkS5dunDx4kVjf1ZFwscff8xzzz2Hg4MDb731Fnfv3mXatGk4OztTvHhxJk2a9MDzi4iIiIiI/FlKCjyF5ORk/P396dmzJwkJCURGRtKpUycyMzNZuXIlY8aMYdKkSSQkJDB58mSCg4MJDw8H4Pr16zRr1ozz58+zYcMGDh8+zPDhw8nIyHiiGMLDw7G2tiYqKopFixZx9epVWrRogZeXFwcOHCAiIoKLFy/SpUsXo83UqVOpXbs248ePJzU1lYCAAGPqwJw5c/Dz86NPnz40adKEWbNmmZ3vo48+wtvbm0OHDvHiiy/SrVs3AgMDef311zl48CAVK1YkMDCQzMzMHOPdtGkTHTt2pE2bNhw6dIgdO3ZQr149s2OmT59OjRo1OHToEMHBwcTExNClSxe6du1KXFwcISEhBAcHGzfqBw4cYODAgYwfP55jx44RERFB06ZNjf6GDx/O2rVrCQ8P5+DBg7i6uuLr68vly5cpW7YsycnJODo6MmvWLJKTk3n11VcZMmQI1apVIzk52diWk4ULF/L222/Tt29f4uLi2LBhA66urgBkZGTQvn17Ll++zM6dO9m+fTunTp3K1ldiYiJbtmwhIiKCzz77jOXLl/Piiy9y7tw5du7cyQcffMDo0aONhFFObt++zbVr18w+IiIiIiIij0vTB55CcnIy6enpdOrUiXLlygHg4eEBwNixY5kxYwadOnUCoHz58sTHx7N48WK6d+/OqlWrSElJYf/+/RQpUgTAuJl8EpUqVWLatGnG94kTJ+Ll5cXkyZONbR9//DFly5bl+PHjuLm58cknnxAREQHAkCFDOH36NF999RWXLl2ib9++VK5cGbhXrTBq1CjGjRtn9NWmTRveeOMNAMaMGcPChQupW7cunTt3BmDEiBE0bNiQixcv4uzsnC3eSZMm0bVrV7M+a9SoYXZMixYtGDJkiPE9ICCAli1bEhwcDICbmxvx8fF8+OGHBAUFkZSUhL29PW3btqVAgQKUK1cOLy8vAG7cuMHChQsJCwvDz88PgKVLl7J9+3aWL1/OsGHDcHZ2xmQyUbBgQSNmBwcH8ubNm+M13G/ixIkMGTKEd955x9hWt25dAHbs2EFcXBynT5+mbNmyAKxYsYJq1aqxf/9+47iMjAw+/vhjChQoQNWqVWnevDnHjh1j8+bNWFlZUblyZT744AO+++476tevn2McU6ZMMRtTERERERGRJ6FKgadQo0YNWrZsiYeHB507d2bp0qVcuXKFGzdukJiYSK9evXBwcDA+EydOJDExEYDY2Fi8vLyMhMDTql27ttn3w4cP891335mdt0qVKsC9J9KXL1/mt99+o3r16sC9Uv7p06dTv3592rVrZ1b6XrJkSbPpAwCenp7Gv0uUKAH8v0TI/dsuXbqUY7yxsbG0bNnyoddUp04ds+8JCQl4e3ubbfP29ubEiRPcvXuX559/nnLlylGhQgW6devGypUrjYUSExMTSUtLM2ufL18+6tWrR0JCwkPjeJRLly7xv//974HXk5CQQNmyZY2EAEDVqlUpVKiQ2bldXFwoUKCA8b1EiRJUrVoVKysrs20PGlOAkSNHkpqaanzOnj37Zy5NREREREQsjCoFnkKePHnYvn07P/zwA9u2bWPu3LmMGjWKjRs3AveeSP/xyW6ePHkAHrn4npWVVbYS/LS0tGzH2dvbm32/fv067dq144MPPsh2bMmSJblx4wa2trbGtjt37pj14eDgYPw7q9T+fvny5TP+bTKZHrjtQdMgHmfRwT9e06MUKFCAgwcPEhkZybZt2xgzZgwhISHGugF/lT+zgOL97h8/uDeGOW172NQSGxsbbGxsnkk8IiIiIiJieVQp8JRMJhPe3t6MGzeOQ4cOGfP7S5UqxalTp3B1dTX7lC9fHrj3xD02NpbLly/n2K+TkxPJyclm22JjYx8ZT61atfjpp59wcXHJdm57e3uKFSvGnTt3jMXuGjduzLRp0/j99985f/48S5cuBeCHH35g1KhRDB48+E+MTnaenp7s2LHjidq4u7sTFRVlti0qKgo3NzcjyZI3b15atWrFtGnTOHLkCGfOnOHbb7+lYsWKxm+SJS0tjf3791O1atUHntPa2pq7d+8+NK4CBQrg4uLywOtxd3fn7NmzZk/t4+PjuXr16kPPLSIiIiIi8ndTUuAp7Nu3j8mTJ3PgwAGSkpJYt24dKSkpuLu7M27cOKZMmcKcOXM4fvw4cXFxhIaGMnPmTAD8/f1xdnamQ4cOREVFcerUKdauXcuePXuAe/PqDxw4wIoVKzhx4gRjx47lxx9/fGRMb7/9NpcvX8bf35/9+/eTmJjI1q1b6dGjB3fv3sXKyoqXXnrJeBPC7NmzOXToEA4ODnh4ePD888+zc+dOevbsyezZsx9Z6v+kxo4dy2effcbYsWNJSEggLi4ux6qG+w0ZMoQdO3YwYcIEjh8/Tnh4OPPmzWPo0KEAfP3118yZM4fY2Fh+/vlnVqxYQUZGBpUrV8be3p5+/foxbNgwIiIiiI+Pp0+fPty8eZNevXo98JwuLi6cPn2a2NhYfvnlF27fvg1AYGAgI0eONI4LCQlhxowZzJkzhxMnTnDw4EHmzp0LQKtWrfDw8CAgIICDBw8SHR1NYGAgzZo1yzZFQkREREREJDdp+sBTcHR0ZNeuXcyaNYtr165Rrlw5ZsyYYSxolz9/fj788EOGDRuGvb09Hh4eDBo0CLj3JHrbtm0MGTKENm3akJ6eTtWqVZk/fz4Avr6+BAcHM3z4cG7dukXPnj0JDAwkLi7uoTGVKlWKqKgoRowYwQsvvMDt27cpV64crVu3Nuaojxkzhnr16tGgQQP8/PyIj4/nwoULFC5cmIyMDEaNGkWxYsX+kjHz8fHh//7v/5gwYQJTp07F0dHR7E0BOalVqxZffPEFY8aMYcKECZQsWZLx48cTFBQEQKFChVi3bh0hISHcunWLSpUq8dlnn1GtWjXg3tsWMjIy6NatG7/99ht16tRh69atFC5c+IHnfPnll1m3bh3Nmzfn6tWrhIaGGosa3j/Xv3v37ty6dYuPPvqIoUOHUqxYMeN1iCaTia+++ooBAwbQtGlTrKysaN26tZE0EBERERER+acwZT7oHXLyn7Rt2za6du3K66+/Tp8+fYwb6Li4OKZPn46Tk5NR1SD/PteuXaNgwYJQ+n2wsn10AxEReaTMpODcDkFEROSJZd0bpKam4ujo+MDjNH3AwrzwwgvExMTw22+/0aRJE6ytrbG2tsbPz48yZcoQEhKS2yGKiIiIiIjI30SVAhYsIyODixcvYmVlZbxSUP7dVCkgIvLsqVJARET+jR63UkBrClgwKysrSpYsmdthiIiIiIiISC7R9AERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJiobTQoMh/UGr8iIeuMCoiIiIiIgKqFBARERERERGxWEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhdIrCUX+gwpW/QCsbHM7DBER+RfITArO7RBERCQXqVJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEJZdFLAxcWFWbNm5XYY/xghISHUrFkzt8P4ywUFBdGhQ4fcDkNERERERCTXWXRS4Fn7t99sDh06lB07dhjf/+z1XL9+nRkzZtC4cWOcnZ0pXbo0LVq0YPHixaSnpz+DiEVEREREROTPyJvbAfxZd+7cwdraOrfD+FfLzMzk7t27ODg44ODg8Ez6jImJoWPHjpQrV44+ffrg7u5Ovnz5OHLkCIsWLWLRokVs3bqV4sWLP5PziYiIiIiIyJP7x1UK+Pj40L9/f/r370/BggUpVqwYwcHBZGZmAvdK/idMmEBgYCCOjo707dsXgLVr11KtWjVsbGxwcXFhxowZZv1eunSJdu3aYWdnR/ny5Vm5cqXZ/jNnzmAymYiNjTW2Xb16FZPJRGRkpLHtp59+om3btjg6OlKgQAGaNGlCYmIiISEhhIeH89VXX2EymbK1u9+VK1cICAjAyckJOzs7KlWqRGhoqLH/7NmzdOnShUKFClGkSBHat2/PmTNnzPr4+OOPjestWbIk/fv3f+zriIyMxGQysWXLFmrXro2NjQ27d+82mz7woOtp0aKFca4sKSkpWFtbG1UGP//8M23atCE4OJjvv/+e7t27U69ePby8vOjevTs//PAD7dq1w8/Pj7S0NKOfmTNn4uHhgb29PWXLluWtt97i+vXrxv6wsDAKFSrE+vXrqVSpEra2tvj6+nL27FnjmKxrWLx4MWXLliV//vx06dKF1NTUHH8LgIyMDKZMmUL58uWxs7OjRo0arFmz5oHHA9y+fZsRI0ZQtmxZbGxscHV1Zfny5cb+nTt3Uq9ePeP3ee+998yqI3x8fBgwYACDBg2icOHClChRgqVLl3Ljxg169OhBgQIFcHV1ZcuWLQ+NQ0RERERE5M/4xyUFAMLDw8mbNy/R0dHMnj2bmTNnsmzZMmP/9OnTqVGjBocOHSI4OJiYmBi6dOlC165diYuLIyQkhODgYMLCwow2QUFBnD17lu+++441a9awYMECLl269ERxnT9/nqZNm2JjY8O3335LTEwMPXv2JD09naFDh9KlSxdat25NcnIyycnJNGrUKMd+goODiY+PZ8uWLSQkJLBw4UKKFSsGQFpaGr6+vhQoUIDvv/+eqKgoHBwcaN26NXfu3AFg4cKFvP322/Tt25e4uDg2bNiAq6vrE44yvPfee0ydOpWEhAQ8PT3N9j3oenr37s2qVau4ffu2ceynn35qTA3I6rdHjx706dOHc+fO0bZtW4oXL46vry8TJkygX79+jB8/Hnt7ez799FOjHysrK+bMmcNPP/1EeHg43377LcOHDzeL6+bNm0yaNIkVK1YQFRXF1atX6dq1q9kxJ0+e5IsvvmDjxo1ERERw6NAh3nrrrQeOw5QpU1ixYgWLFi3ip59+4t133+X1119n586dD2wTGBjIZ599xpw5c0hISGDx4sVGlcX58+dp06YNdevW5fDhwyxcuJDly5czceJEsz7Cw8MpVqwY0dHRDBgwgH79+tG5c2caNWrEwYMHeeGFF+jWrRs3b958YBy3b9/m2rVrZh8REREREZHH9Y+cPlC2bFk++ugjTCYTlStXJi4ujo8++og+ffoA0KJFC4YMGWIcHxAQQMuWLQkODgbAzc2N+Ph4PvzwQ4KCgjh+/DhbtmwhOjqaunXrArB8+XLc3d2fKK758+dTsGBBVq9eTb58+YxzZbGzs+P27ds4Ozs/tJ+kpCS8vLyoU6cOcK/6Icvnn39ORkYGy5Ytw2QyARAaGkqhQoWIjIzkhRdeYOLEiQwZMoR33nnHaJd1XU9i/PjxPP/88znuc3BwyPF6OnXqRP/+/fnqq6/o0qULcO8JflBQECaTievXr7Np0yZOnz4NQPfu3XFwcCAiIoKEhATefPNNXn75ZWPf1q1b6dGjBwCDBg0yzuPi4sLEiRN58803WbBggbE9LS2NefPmUb9+feDejbW7uzvR0dHUq1cPgFu3brFixQpKly4NwNy5c3nxxReZMWNGtt/m9u3bTJ48mW+++YaGDRsCUKFCBXbv3s3ixYtp1qxZtrE5fvw4X3zxBdu3b6dVq1ZGmywLFiygbNmyzJs3D5PJRJUqVfjf//7HiBEjGDNmDFZW93JxNWrUYPTo0QCMHDmSqVOnUqxYMePvfMyYMSxcuJAjR47QoEGDHH+nKVOmMG7cuBz3iYiIiIiIPMo/slKgQYMGxg0xQMOGDTlx4gR3794FMG6msyQkJODt7W22zdvb22iTkJBA3rx5qV27trG/SpUqFCpU6Iniio2NpUmTJkZC4HH4+fkZc/WrVasGQL9+/Vi9ejU1a9Zk+PDh/PDDD8bxhw8f5uTJkxQoUMBoV6RIEW7dukViYiKXLl3if//7Hy1btnyi2HPyx3F8HLa2tnTr1o2PP/4YgIMHD/Ljjz8SFBQE3LthdnFxoWjRoty4cYNvv/2WhQsXUqtWLQICAsye6pcsWZIrV64Y37/55htatmxJ6dKlKVCgAN26dePXX381e1KeN29eswRI1u+YkJBgbHvuueeMhADc+/vJyMjg2LFj2a7n5MmT3Lx5k+eff94YbwcHB1asWEFiYmKOYxAbG0uePHlyTBjAvb/Hhg0bmv0Ne3t7c/36dc6dO2dsu786I0+ePBQtWhQPDw9jW4kSJQAeWtEycuRIUlNTjc/9UylEREREREQe5R9ZKfAo9vb2z7zPrKe3WWsXAGbz3eFeJcCTWrZsGb///juAkUzw8/Pj559/ZvPmzWzfvp2WLVvy9ttvM336dK5fv07t2rWzrXkA4OTkZMT5Z64jy9OOY+/evalZsybnzp0jNDSUFi1aUK5cOQDS09ONcco67/3ncXBwMBIBBw8eNKY9nDlzhrZt29KvXz8mTZpEkSJF2L17N7169eLOnTvkz5//qWJ9lKw1CzZt2mSWSACwsbHJsc3T/B3k5I/JJZPJZLYtK6mQkZHxwD5sbGweGKeIiIiIiMij/CMrBfbt22f2fe/evVSqVIk8efLkeLy7uztRUVFm26KionBzcyNPnjxUqVKF9PR0YmJijP3Hjh3j6tWrxncnJycAkpOTjW33L9YH957sfv/99w+8yba2tjaqGbKULl0aV1dXXF1djRvnrPN1796dTz/9lFmzZrFkyRIAatWqxYkTJyhevLjRLutTsGBBChQogIuLi9mrA+/3ONfxuHK6HgAPDw/q1KnD0qVLWbVqFT179jT2VahQgePHj5OWlkahQoWoVq0akyZNIi0tjaNHj7J69WoyMjLYtGkT8+fPNxYtjImJISMjgxkzZtCgQQPc3Nz43//+l+3c6enpHDhwwPie9TvePxUkKSnJrO3evXuxsrKicuXK2fqrWrUqNjY2JCUlZRvvsmXL5jguHh4eZGRkPHDNAXd3d/bs2WOWmImKiqJAgQKUKVMmxzYiIiIiIiK54R+ZFEhKSmLw4MEcO3aMzz77jLlz55rNn/+jIUOGsGPHDiZMmMDx48cJDw9n3rx5DB06FIDKlSvTunVr3njjDfbt20dMTAy9e/c2e+JrZ2dHgwYNjIX3du7cacz3ztK/f3+uXbtG165dOXDgACdOnOCTTz4xytJdXFw4cuQIx44d45dffnlg8mDMmDF89dVXnDx5kp9++omvv/7auKkNCAigWLFitG/fnu+//57Tp08TGRnJwIEDjdLzkJAQZsyYwZw5czhx4gQHDx5k7ty5j30dj+th19O7d2+mTp1KZmYmHTt2NLYXK1YMT09PYwHB0NBQPvvsM+zs7GjVqhUvvfQSn376KWPGjOGLL74wrtvV1ZW0tDTmzp3LqVOn+OSTT1i0aFG2mPLly8eAAQOM3zEoKIgGDRoY6wnAvSkO3bt35/Dhw3z//fcMHDiQLl265LjWQ4ECBRg6dCjvvvsu4eHhJCYmGuMZHh5uHFelShW+/PJLY1y6d+9Oz549Wb9+vfEbffHFFwC89dZbnD17lgEDBnD06FG++uorxo4dy+DBgx9Z6SEiIiIiIvJ3+kfeoQQGBvL7779Tr1493n77bd555x3j1YM5qVWrFl988QWrV6+mevXqjBkzhvHjxxvz3OHezWmpUqVo1qwZnTp1om/fvhQvXtysn48//pj09HRq167NoEGDsq0WX7RoUb799luuX79Os2bNqF27NkuXLjVKvvv06UPlypWpU6cOTk5O2aoXslhbWzNy5Eg8PT1p2rQpefLkYfXq1QDkz5+fXbt28dxzz9GpUyfc3d3p1asXt27dwtHREbi3QN+sWbNYsGAB1apVo23btpw4ceKxr+NxPex6/P39yZs3L/7+/tja2pq1mzJlCkOHDuXgwYPUrVuXpKQkkpKSOHPmDDNmzODy5cvExMTQpEkTo02NGjWYOXMmH3zwAdWrV2flypVMmTIlW0z58+dnxIgRvPbaa3h7e+Pg4MDnn39udoyrqyudOnWiTZs2vPDCC3h6epotVvhHEyZMIDg4mClTpuDu7k7r1q3ZtGkT5cuXN445duyY2WsNFy5cyCuvvMJbb71FlSpV6NOnDzdu3ADuVYds3ryZ6OhoatSowZtvvkmvXr2eOjkjIiIiIiLyVzFl3l/j/A/g4+NDzZo1mTVrVm6HIg9x5swZKlasyP79+6lVq1a2/eHh4bzzzjsMHDiQwMBAKlasyN27d4mOjmbKlCm0aNGCd99994nOGRYWxqBBg8ymffxRSEgI69evf+opE/92165do2DBglD6fbCyfXQDERGxeJlJwbkdgoiI/AWy7g1SU1ONB8w5+UdWCsg/V1paGhcuXGD06NE0aNAgx4QA3Ktm2LVrF/Hx8dSoUQNra2tsbGx4/fXXady4MW+//fbfHLmIiIiIiIj80b/y7QOSe6KiomjevDlubm6sWbPmocd6enqyZs0a0tPTuXjxIjY2NhQrVuxvilREREREREQe5R83fUBEnp6mD4iIyJPS9AERkf8mTR8QERERERERkYdSUkBERERERETEQikpICIiIiIiImKhlBQQERERERERsVB6+4DIf1Bq/IiHLiYiIiIiIiICqhQQERERERERsVhKCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIXSKwlF/oMKVv0ArGxzOwwRERER+QtkJgXndgjyH6JKARERERERERELpaSAiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKhlBQQERERERERsVBKCoiIiIiIiIhYKCUFRERERERERCyUkgIiIiIiIiIiFuo/lRQwmUysX78+t8MA4MyZM5hMJmJjYx+7zd8Rv4+PD4MGDfpLz/EshISEULNmzYce8zRjnJOgoCA6dOjwp/oQERERERH5N8qb2wE8S8nJyRQuXBi4d8NYvnx5Dh069Miby3+K++P/q6xbt458+fI9837j4+OZO3cukZGRXLp0iSJFitCoUSPefPNNGjZs+MT9DR06lAEDBhjfg4KCuHr16j8m6SMiIiIiIvJf8J+oFLhz5w4Azs7O2NjY5HI0T++vjD9rjIoUKUKBAgWead9Tp06lfv36ZGRkMH36dHbu3EloaCgVKlTgpZdeYuTIkU/cp4ODA0WLFn2mcYqIiIiIiIi5p04KrFmzBg8PD+zs7ChatCitWrXixo0bACxbtgx3d3dsbW2pUqUKCxYsMGt77tw5/P39KVKkCPb29tSpU4d9+/YBOZdyDxo0CB8fH+O7j48P/fv3Z9CgQRQrVgxfX1/AvPy+fPnyAHh5eWEymfDx8WHXrl3ky5ePCxcuZOu/SZMmD7zWiIgIGjduTKFChShatCht27YlMTHR7Jjo6Gi8vLywtbWlTp06HDp0yNiXkZFBmTJlWLhwoVmbQ4cOYWVlxc8//5wt/jt37tC/f39KliyJra0t5cqVY8qUKUbbpKQk2rdvj4ODA46OjnTp0oWLFy8a+7PK75ctW0b58uWxtbU1xu7+6QO3b99m6NChlC5dGnt7e+rXr09kZKSx/+eff6Zdu3YULlwYe3t7qlWrxubNm4398+fPZ9myZcTExLB48WJefPFFqlevTuPGjRk7dizx8fFs3bqVGTNmmF370qVLKVu2LPnz56djx47MnDmTQoUKZYs/69/h4eF89dVXmEwmTCaTWYynTp2iefPm5M+fnxo1arBnz54c+8kya9YsXFxc+KNx48bh5OSEo6Mjb775ppFIeZCoqCh8fHzInz8/hQsXxtfXlytXrhjjOnDgQIoXL46trS2NGzdm//79RtvIyEhMJhNbt27Fy8sLOzs7WrRowaVLl9iyZQvu7u44Ojry2muvcfPmzYfGISIiIiIi8rSeKimQnJyMv78/PXv2JCEhgcjISDp16kRmZiYrV65kzJgxTJo0iYSEBCZPnkxwcDDh4eEAXL9+nWbNmnH+/Hk2bNjA4cOHGT58OBkZGU8UQ3h4ONbW1kRFRbFo0aJs+6OjowH45ptvSE5OZt26dTRt2pQKFSrwySefGMelpaWxcuVKevbs+cBz3bhxg8GDB3PgwAF27NiBlZUVHTt2NGK+fv06bdu2pWrVqsTExBASEsLQoUON9lZWVvj7+7Nq1SqzfleuXIm3tzflypXLds45c+awYcMGvvjiC44dO8bKlSuNG9mMjAzat2/P5cuX2blzJ9u3b+fUqVO8+uqrZn2cPHmStWvXsm7dugfOu+/fvz979uxh9erVHDlyhM6dO9O6dWtOnDgBwNtvv83t27fZtWsXcXFxfPDBBzg4OADwyy+/MGbMGL788kvc3Nz48ssvqV69OqVKlWL06NE8//zzHD16lM8++4xJkybx22+/Afdupt98803eeecdYmNjef7555k0adIDx3/o0KF06dKF1q1bk5ycTHJyMo0aNTL2jxo1iqFDhxIbG4ubmxv+/v6kp6c/sL+c7Nixw/hb/uyzz1i3bh3jxo174PGxsbG0bNmSqlWrsmfPHnbv3k27du24e/cuAMOHD2ft2rWEh4dz8OBBXF1d8fX15fLly2b9hISEMG/ePH744QfOnj1Lly5dmDVrFqtWrWLTpk1s27aNuXPnPjCO27dvc+3aNbOPiIiIiIjI43qqNQWSk5NJT0+nU6dOxg2th4cHAGPHjmXGjBl06tQJuPfEPj4+nsWLF9O9e3dWrVpFSkoK+/fvp0iRIgC4uro+cQyVKlVi2rRpD9zv5OQEQNGiRXF2dja29+rVi9DQUIYNGwbAxo0buXXrFl26dHlgXy+//LLZ948//hgnJyfi4+OpXr06q1atIiMjg+XLl2Nra0u1atU4d+4c/fr1M9oEBAQwY8YMkpKSeO6558jIyGD16tWMHj06x3MmJSVRqVIlGjdujMlkMksc7Nixg7i4OE6fPk3ZsmUBWLFiBdWqVWP//v3UrVsXuFdtsGLFCmMscjpHaGgoSUlJlCpVCrh3Ax4REUFoaCiTJ08mKSmJl19+2fh9K1SoYLT/8ssvad68OR4eHiQmJuLv78+MGTPw9vZm3rx5fPfdd4waNYrKlStTrVo1oqKiaN26NXPnzsXPz89InLi5ufHDDz/w9ddf5xing4MDdnZ23L592+y3zDJ06FBefPFF4N7T/mrVqnHy5EmqVKmSY385sba25uOPPyZ//vxUq1aN8ePHM2zYMCZMmICVVfbc2bRp06hTp45ZFUy1atWAe0mkhQsXEhYWhp+fH3CvMmL79u0sX77c+NsDmDhxIt7e3sC9v82RI0eSmJhojPMrr7zCd999x4gRI3KMe8qUKQ9NXoiIiIiIiDzMU1UK1KhRg5YtW+Lh4UHnzp1ZunQpV65c4caNGyQmJtKrVy8cHByMz8SJE41y+9jYWLy8vIyEwNOqXbv2U7ULCgri5MmT7N27F4CwsDC6dOmCvb0933//vVncK1euBODEiRP4+/tToUIFHB0djSf2SUlJACQkJODp6WmU6APZFterWbMm7u7uRrXAzp07uXTpEp07d35gnLGxsVSuXJmBAweybds2Y19CQgJly5Y1EgIAVatWpVChQiQkJBjbypUr98CEAEBcXBx3797Fzc3N7Lp37txp/F4DBw40blzHjh3LkSNHzNpnPbHfunUrTZs25e2336ZmzZosWLDAbH2EkiVLGqX1x44do169emax/PH7k/D09DQ7D8ClS5eeqI8aNWqQP39+43vDhg25fv06Z8+ezfH4rEqBnCQmJpKWlmbc7APky5ePevXqmf0+f4y9RIkS5M+f3yzxUqJEiYdey8iRI0lNTTU+D4pXREREREQkJ09VKZAnTx62b9/ODz/8YJQ3jxo1io0bNwL3norWr18/WxsAOzu7h/ZtZWVFZmam2ba0tLRsx9nb2z9N6BQvXpx27doRGhpK+fLl2bJlizE/vU6dOmZl9iVKlACgXbt2lCtXjqVLl1KqVCkyMjKoXr36I+ec/1FAQACrVq3ivffeY9WqVbRu3fqBi+nVqlWL06dPs2XLFr755hu6dOlCq1atWLNmzWOf71FjdP36dfLkyUNMTIzx+2TJmiLQu3dvfH19jVL2KVOmMGPGDAYMGEB6errxe965c8fsfNbW1lhbWwP3pjvExsaaPSF/lu5/m4LJZDLOCY//9/SkHvV3/Lj+GPsf3wxhMpkeOrXGxsbmX724poiIiIiI5K6nXmjQZDLh7e3NuHHjOHTokDG/v1SpUpw6dQpXV1ezT9bCf56ensTGxmabW53FycmJ5ORks21P8x76rBvSrDne9+vduzeff/45S5YsoWLFisYTXTs7O7OYCxQowK+//sqxY8cYPXo0LVu2xN3d3XjincXd3Z0jR45w69YtY1tWJcL9XnvtNX788UdiYmJYs2YNAQEBD70GR0dHXn31VZYuXcrnn3/O2rVruXz5Mu7u7pw9e9bsqXB8fDxXr16latWqjz1GXl5e3L17l0uXLmX7ve4v0y9btixvvvkm69atY8iQISxduhS4N+0jLi4OgMaNG7Nt2zb27t3L3bt3mTdvHlevXuXatWsMGTKE0qVLG9MaKleubLboHpDt+x9ZW1vn+Fs+ipOTExcuXDBLDOT093T48GF+//134/vevXtxcHAwq8a4n6enJzt27MhxX8WKFY3/D1nS0tLYv3//E/0+IiIiIiIif7WnSgrs27ePyZMnc+DAAZKSkli3bh0pKSm4u7szbtw4pkyZwpw5czh+/DhxcXGEhoYyc+ZMAPz9/XF2dqZDhw5ERUVx6tQp1q5da6wY36JFCw4cOMCKFSs4ceIEY8eO5ccff3ziGIsXL46dnR0RERFcvHiR1NRUY5+vry+Ojo5MnDiRHj16PLSfwoULU7RoUZYsWcLJkyf59ttvGTx4sNkxr732GiaTiT59+hAfH8/mzZuZPn16tr5cXFxo1KgRvXr14u7du7z00ksPPO/MmTP57LPPOHr0KMePH+f//u//cHZ2plChQrRq1QoPDw8CAgI4ePAg0dHRBAYG0qxZM+rUqfPYY+Tm5kZAQACBgYGsW7eO06dPEx0dzZQpU9i0aRNw780MW7du5fTp0xw8eJDvvvsOd3d3AF566SX+7//+j8uXL1OnTh3ee+89mjRpgo2NDdu2baN27dp07dqVK1eu8OWXXxrnHTBgAJs3b2bmzJmcOHGCxYsXs2XLFuMpf05cXFw4cuQIx44d45dffnnsp/0+Pj6kpKQwbdo0EhMTmT9/Plu2bMl23J07d+jVq5fx+40dO5b+/fsb6wnMmzfPbLrAyJEj2b9/P2+99RZHjhzh6NGjLFy4kF9++QV7e3v69evHsGHDiIiIID4+nj59+nDz5k169er1WHGLiIiIiIj8HZ4qKeDo6MiuXbto06YNbm5ujB49mhkzZuDn50fv3r1ZtmwZoaGheHh40KxZM8LCwoxKAWtra7Zt20bx4sVp06YNHh4eTJ061Shf9/X1JTg4mOHDh1O3bl1+++03AgMDnzjGvHnzMmfOHBYvXkypUqVo3779/7toKyuCgoK4e/fuI/u2srJi9erVxMTEUL16dd59910+/PBDs2McHBzYuHEjcXFxeHl5MWrUKD744IMc+wsICODw4cN07NjxoSXoBQoUMBazq1u3LmfOnGHz5s1YWVlhMpn46quvKFy4ME2bNqVVq1ZUqFCBzz///AlG6J7Q0FACAwMZMmQIlStXpkOHDuzfv5/nnnsOuFdp8fbbb+Pu7k7r1q1xc3MzFtdzdXWlc+fO+Pv7c/PmTYKDg7l27Rr/+9//2LBhA5s3b+bq1auEhYWZvW7Q29ubRYsWMXPmTGrUqEFERATvvvuu2ZoMf9SnTx8qV65MnTp1cHJyMnsK/zDu7u4sWLCA+fPnU6NGDaKjo83eDJGlZcuWVKpUiaZNm/Lqq6/y0ksvERISYuz/5ZdfzF5D6ebmxrZt2zh8+DD16tWjYcOGfPXVV+TNe29GztSpU3n55Zfp1q0btWrV4uTJk2zdupXChQs/VtwiIiIiIiJ/B1PmHydcW4hevXqRkpLChg0bcjuUf7U7d+7QuXNnTpw4wZgxY/Dz86NgwYJcvXqVdevWMXPmTCIiIihTpsxD++nTpw9Hjx7l+++//5si/2+6du0aBQsWhNLvg9WDkywiIiIi8u+VmRSc2yHIv0DWvUFqaiqOjo4PPO6pFhr8N0tNTSUuLo5Vq1YpIfAMWFtbs379esLDw/nggw/w9/fH2tqajIwMmjRpwpw5c3JMCEyfPp3nn38ee3t7tmzZQnh4uNnr/URERETk/2vvzqOqqvf/j78OKCAioICCiAOBM2ChIg6lOaA5YqbxdUzTHMsc8joP1VdSuysspZv35vQ1vNpKzSGJi6I5Yak4JCqmptdEf6ECzgz790eLszwp5O2qKPv5WOusxdmfz977/dl85HheZ+99AODRM10o0LVrV+3du1dDhw5V27Zti7ucEsFisWjAgAEaMGCArl27psuXL8vLy6vIyyP27t2rOXPmKDs7W/7+/po/f75ef/31x1g1AAAAAMB0oUDB1w/i0XBxcbF+nWFRVq1a9RiqAQAAAAAU5U9/JSEAAAAAAHi6EQoAAAAAAGBShAIAAAAAAJgUoQAAAAAAACZluhsNAmaQeXRCkd9FCgAAAAASZwoAAAAAAGBahAIAAAAAAJgUoQAAAAAAACZFKAAAAAAAgEkRCgAAAAAAYFKEAgAAAAAAmBRfSQiUQG51P5DsnIq7DAAAAJQQxtmpxV0CHhHOFAAAAAAAwKQIBQAAAAAAMClCAQAAAAAATIpQAAAAAAAAkyIUAAAAAADApAgFAAAAAAAwKUIBAAAAAABMilAAAAAAAACTIhRAiVK9enV99NFHRfaxWCxau3atJOnMmTOyWCxKSUl55LUBAAAAwJOGUACPTE5Ojj777DO1adNGvr6+8vb2VtOmTTVv3jzduHGjuMsDAAAAANMrVdwFoGQ6deqUunbtKjs7Ow0bNkzBwcFycXHRsWPHtHjxYi1YsEDx8fGqWbNmcZcKAAAAAKbFmQImlJ+frzlz5iggIECOjo6qWrWq3n//feup9F999ZVatWolZ2dnhYSEaPfu3dZ1MzIyFBUVJV9fXzk7OysoKEhxcXE228/MzFRERIQiIyOVkpKioUOHqmnTpgoODlbPnj31zTffaNKkSWrXrp2uXLkiSZo0aZLCwsLuqTUkJESzZs2SJLVs2VKjR4+2ae/WrZsGDBhQ6FjT0tL0/PPPy8nJSXXr1lVCQsJ9+x07dkxNmzaVk5OT6tevr23bthV5DG/fvq0JEybIz89Pjo6OCggI0D/+8Q9r+7Zt29S4cWM5OjrKx8dHf/nLX5Sbm2ttb9mypUaNGqXRo0erfPnyqlSpkhYtWqTr16/rtddeU7ly5RQQEKBvvvmmyDoAAAAA4L9BKGBCEydOVHR0tKZOnaqjR4/qiy++UKVKlaztkydP1rhx45SSkqKaNWsqKirK+ob21q1bCg0N1caNG3XkyBENGTJEffv21d69e63rR0dHKzQ0VLNmzVJmZqZ69+5tvXRg/vz56tChgwYPHqwWLVpYr//v3bu39u7dq59++sm6nR9//FGHDh3S//zP//ypcebn56t79+5ycHBQcnKyPv30U02YMOG+fcePH6+xY8fqwIEDCg8PV+fOnZWRkVHotvv166e4uDjNnz9fqamp+tvf/iYXFxdJ0vnz5/XSSy+pUaNGOnjwoGJjY/WPf/xD7733ns02li5dKk9PT+3du1ejRo3SsGHD9Morr6hp06bav3+/2rVrp759+xZ5qcXt27eVlZVl8wAAAACAB0UoYDLZ2dmKiYnRnDlz1L9/fz3zzDNq3ry5Xn/9dWufcePGqWPHjqpZs6Zmzpypn3/+WSdPnpQk+fr6aty4cWrQoIH8/f01atQotW/fXqtWrbKuv3z5ck2ZMkWSNHbsWJ0+fVrr1q3TxIkTNXv2bN28eVOSNGDAAMXHx0uS6tWrp5CQEH3xxRfW7axYsUJhYWEKCAj4U2P917/+pWPHjmnZsmUKCQnR888/r//93/+9b9+RI0fq5ZdfVp06dRQbGys3NzebT/7vduLECa1atUqff/65IiMj5e/vr9atW6tXr16SpIULF8rPz0+ffPKJateurW7dumnmzJn68MMPlZ+fb91OSEiIpkyZosDAQE2cOFFOTk7y9PTU4MGDFRgYqGnTpikjI0OHDh0qdIyzZ8+Wm5ub9eHn5/enjhUAAAAAcyIUMJnU1FTdvn1brVu3LrRPcHCw9WcfHx9J0qVLlyRJeXl5evfddxUUFKQKFSrIxcVF8fHxOnv2rCTp8uXLys7OVv369SVJ69ev17x58xQWFqbOnTtr5MiRNtsuuHxA+u1sgYJQwDAMxcXFqXfv3v/VWP38/FS5cmXrsvDw8Pv2vXt5qVKl1LBhQ6Wmpt63b0pKiuzt7fXCCy8Uut/w8HBZLBbrsmbNmunatWv697//bV1293G2t7eXh4eHgoKCrMsKzt4oOPb3M3HiRGVmZlof586dK7QvAAAAAPweNxo0mTJlyvxhn9KlS1t/LnhjW/AJ99y5cxUTE6OPPvpIQUFBKlu2rEaPHq07d+5IknJzc+Xk5GRd/86dOypbtqz1ecEp9pK0f/9+m7MAoqKiNGHCBO3fv183b97UuXPnrJ++S5KdnZ0Mw7CpNScn54HG/TA9yDF8EHcfZ+m3Y13Usb8fR0dHOTo6PpR6AAAAAJgPZwqYTGBgoMqUKaPExMQ/tf7OnTvVtWtX9enTRyEhIfL399eJEyes7Z6enrpz544uXrwoSWrevLnmzJmjmzdv6vz581q0aJEkadeuXZo8ebLGjBljXbdKlSp64YUXtGLFCq1YsUJt27ZVxYoVre1eXl66cOGC9XleXp6OHDlSaK116tTRuXPnbNbZs2fPffvevTw3N1f79u1TnTp17ts3KChI+fn5hd6MsE6dOtq9e7dNgLFz506VK1dOVapUKbReAAAAAHjcCAVMxsnJSRMmTNA777yjZcuW6aefftKePXsKvX7+9wIDA5WQkKBdu3YpNTVVb7zxhjUAkH77NL9Lly5auHChJCkmJkYHDhyQi4uLgoKC1LZtW23btk0DBw5UTEzMPZcx9O7dWytXrtTq1avvuXTgxRdf1MaNG7Vx40YdO3ZMw4YN09WrVwuttU2bNqpZs6b69++vgwcP6rvvvtPkyZPv23fBggVas2aNjh07phEjRujKlSsaOHCgtb127dpas2aNJKl69erq37+/Bg4cqLVr1+r06dNKSkqy3ldh+PDhOnfunEaNGqVjx45p3bp1mj59usaMGSM7O/7JAQAAAHhycPmACU2dOlWlSpXStGnT9Msvv8jHx0dDhw59oHWnTJmiU6dOKSIiQs7OzhoyZIi6deumzMxMa59p06apcePGatKkiTp06KCjR48qPT1d5cuXV35+viZPnixPT8/7br9Hjx4aOXKk7O3t1a1bN5u2gQMH6uDBg+rXr59KlSqlt99+W61atSq0Vjs7O61Zs0aDBg1S48aNVb16dc2fP1/t27e/p290dLSio6OVkpKigIAAff311zY1Hj9+3GaMsbGxmjRpkoYPH66MjAxVrVpVkyZNkvTbzRg3bdqk8ePHKyQkRBUqVNCgQYOsN18EAAAAgCeFxfj9RdrAQ/Dtt9/q1VdfVZ8+fTR48GDVq1dPknT48GHNmzdPXl5e+utf/1rMVZY8WVlZcnNzk3wnSXZOf7wCAAAA8ACMs1OLuwT8hwreG2RmZsrV1bXQfpzLjEeiXbt22rdvn7Kzs9WiRQs5ODjIwcFBHTp0UJUqVTRjxoziLhEAAAAATI8zBfDI5efn6+LFi7Kzs7N+zR4eDc4UAAAAwKPAmQJPnwc9U4B7CuCRs7Ozk4+PT3GXAQAAAAD4HS4fAAAAAADApAgFAAAAAAAwKUIBAAAAAABMilAAAAAAAACT4kaDQAmUeXRCkXcYBQAAAACJMwUAAAAAADAtQgEAAAAAAEyKUAAAAAAAAJMiFAAAAAAAwKQIBQAAAAAAMClCAQAAAAAATIqvJARKILe6H0h2TsVdBgAAAGAaxtmpxV3Cn8KZAgAAAAAAmBShAAAAAAAAJkUoAAAAAACASREKAAAAAABgUoQCAAAAAACYFKEAAAAAAAAmRSgAAAAAAIBJEQoAAAAAAGBShAIAAAAAAJgUocATYsmSJXJ3d7c+nzFjhho0aFBs9TwqAwYMULdu3Yq7jHtYLBatXbu2uMsAAAAAgMeKUOAJNW7cOCUmJlqf/9Gb6bNnz2rcuHEKCQmRp6en/P391aNHD23evPmR1diyZUuNHj36kW3/SdknAAAAAJRUhAJPKBcXF3l4eDxQ3+XLl6t+/fo6f/68ZsyYocTERMXFxalJkyYaMmSI+vXrp7y8vEdcMQAAAADgaUMo8Cds3rxZzZs3l7u7uzw8PNSpUyf99NNPkqSkpCRZLBZdvXrV2j8lJUUWi0VnzpyxLluyZImqVq0q7IazYQAAGn9JREFUZ2dnRUZGKiMjw2Yfd18+MGPGDC1dulTr1q2TxWKRxWJRUlKSJGn9+vUaP368vv32W8XFxSkyMlIhISEKCwvTuHHjlJqaqkuXLtl8ul5Q48aNGxUcHCwnJyc1adJER44csfbJyMhQVFSUfH195ezsrKCgIMXFxVnbBwwYoG3btikmJsZaU8H4fvzxR3Xq1Emurq4qV66cWrRoYT0+BebNmycfHx95eHhoxIgRysnJsbYtXLhQgYGBcnJyUqVKldSjR48i95mXl6dBgwapRo0aKlOmjGrVqqWYmJh7fm+ff/656tWrJ0dHR/n4+GjkyJGF/o6nT58uHx8fHTp0qNA+69evV6NGjeTk5CRPT09FRkZa265cuaJ+/fqpfPnycnZ2VocOHZSWlmZtL7hcZMOGDapVq5acnZ3Vo0cP3bhxQ0uXLlX16tVVvnx5vfnmmwQ6AAAAAB6ZUsVdwNPo+vXrGjNmjIKDg3Xt2jVNmzZNkZGRSklJeaD1k5OTNWjQIM2ePVvdunXT5s2bNX369EL7F7y5z8rK0uLFiyVJFSpU0J07dzRy5EgtWbJETZo00Y4dOzR69GidO3dOkZGRunHjhiIiIrRixQrVrFlTo0eP1jPPPGPd7vjx4xUTEyNvb29NmjRJnTt31okTJ1S6dGndunVLoaGhmjBhglxdXbVx40b17dtXzzzzjBo3bqyYmBidOHFC9evX16xZsyRJXl5eOn/+vJ5//nm1bNlSW7Zskaurq3bu3Knc3Fzrfrdu3SofHx9t3bpVJ0+eVK9evdSgQQMNHjxYP/zwg958800tX75cTZs21eXLl/Xdd99JUqH7zM/PV5UqVbR69Wp5eHho165dGjJkiHx8fNSzZ09JUmxsrMaMGaPo6Gh16NBBmZmZ2rlz5z3H2jAMvfnmm9qwYYO+++47BQQE3Pd3snHjRkVGRmry5MlatmyZ7ty5o02bNlnbBwwYoLS0NH399ddydXXVhAkT9NJLL+no0aMqXbq0JOnGjRuaP3++Vq5cqezsbHXv3l2RkZFyd3fXpk2bdOrUKb388stq1qyZevXqdd86bt++rdu3b1ufZ2VlFTqPAAAAAOD3CAX+hJdfftnm+eeffy4vLy8dPXr0gdaPiYlR+/bt9c4770iSatasqV27dhV6/b+Li4vKlCmj27dvy9vb27o8ISFBXl5eat++va5evaquXbtq5MiRioyM1Jdffqno6Gi9+OKL8vDw0EsvvaSEhASbUGD69Olq27atJGnp0qWqUqWK1qxZo549e8rX11fjxo2z9h01apTi4+O1atUqNW7cWG5ubnJwcJCzs7NNTQsWLJCbm5tWrlxpffNbs2ZNm/GUL19en3zyiezt7VW7dm117NhRiYmJGjx4sM6ePauyZcuqU6dOKleunKpVq6Znn31Wkgrdp729vWbOnGl9XqNGDe3evVurVq2yhgLvvfeexo4dq7feesvar1GjRjZ15ebmqk+fPjpw4IB27NghX1/fQn+H77//vl599VWb/YaEhEiSNQzYuXOnmjZtKklasWKF/Pz8tHbtWr3yyiuSpJycHMXGxlp/Jz169NDy5ct18eJFubi4qG7dumrVqpW2bt1aaCgwe/ZsmxoAAAAA4D/B5QN/QlpamqKiouTv7y9XV1dVr15d0m83+3sQqampCgsLs1kWHh7+H9dx+PBh65vOXbt2ycPDQzNnzlSDBg303nvvqUaNGta+Pj4+unLlSqH7rFChgmrVqqXU1FRJUl5ent59910FBQWpQoUKcnFxUXx8/B+OMSUlRS1atLAGAvdTr1492dvb29R26dIlSVLbtm1VrVo1+fv7q2/fvlqxYoVu3Ljxh8diwYIFCg0NlZeXl1xcXPTZZ59Za7106ZJ++eUXtW7dushtvP3220pOTtb27duLDAQKxlnY9lJTU1WqVCmb37GHh4fN8ZUkZ2dnm5CmUqVKql69ulxcXGyWFRyb+5k4caIyMzOtj3PnzhVZNwAAAADcjVDgT+jcubMuX76sRYsWKTk5WcnJyZKkO3fuyM7ut0NqGIa1/93Xyz9Mubm5KlOmjHXfZcuWtWm/+83l/v37Cz0V/n7mzp2rmJgYTZgwQVu3blVKSooiIiJ0586dItcrqKcovw8MLBaL8vPzJUnlypXT/v37FRcXJx8fH02bNk0hISE292j4vZUrV2rcuHEaNGiQvv32W6WkpOi1116z1vogNUm/BRLnz59XfHz8H/Z90G0W5X7Hoahjcz+Ojo5ydXW1eQAAAADAgyIU+A9lZGTo+PHjmjJlilq3bq06derYfALv5eUlSbpw4YJ12e/vNVCnTh1rkFBgz549Re7XwcHhnhvOBQQE6PDhw5J+OxX+2LFjWrdunfLz87Vu3TodPHhQN2/e1Ny5c3Xu3Dl16dKl0H1euXJFJ06cUJ06dSR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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:16.299671Z", + "iopub.status.busy": "2024-06-16T12:24:16.299332Z", + "iopub.status.idle": "2024-06-16T12:24:16.513441Z", + "shell.execute_reply": "2024-06-16T12:24:16.512982Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 10].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigners" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:16.515670Z", + "iopub.status.busy": "2024-06-16T12:24:16.515336Z", + "iopub.status.idle": "2024-06-16T12:24:16.527206Z", + "shell.execute_reply": "2024-06-16T12:24:16.526698Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:16.536859Z", + "iopub.status.busy": "2024-06-16T12:24:16.536569Z", + "iopub.status.idle": "2024-06-16T12:24:16.735229Z", + "shell.execute_reply": "2024-06-16T12:24:16.734693Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t0\n", + "CVE-2000:\t0\n", + "CVE-2001:\t0\n", + "CVE-2002:\t0\n", + "CVE-2003:\t0\n", + "CVE-2004:\t0\n", + "CVE-2005:\t1\n", + "CVE-2006:\t2\n", + "CVE-2007:\t3\n", + "CVE-2008:\t5\n", + "CVE-2009:\t15\n", + "CVE-2010:\t25\n", + "CVE-2011:\t28\n", + "CVE-2012:\t53\n", + "CVE-2013:\t101\n", + "CVE-2014:\t84\n", + "CVE-2015:\t140\n", + "CVE-2016:\t33\n", + "CVE-2017:\t286\n", + "CVE-2018:\t587\n", + "CVE-2019:\t209\n", + "CVE-2020:\t564\n", + "CVE-2021:\t801\n", + "CVE-2022:\t4324\n", + "CVE-2023:\t23686\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))\n", + "print(\"CVE-2019:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2019-')]))\n", + "print(\"CVE-2020:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2020-')]))\n", + "print(\"CVE-2021:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2021-')]))\n", + "print(\"CVE-2022:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2022-')]))\n", + "print(\"CVE-2023:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2023-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:16.737499Z", + "iopub.status.busy": "2024-06-16T12:24:16.737194Z", + "iopub.status.idle": "2024-06-16T12:24:16.741335Z", + "shell.execute_reply": "2024-06-16T12:24:16.740808Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:24:16.738199**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVEAll.ipynb b/_sources/CVEAll.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..5d9446073d41e0be96ccb7d163e9bbe998475fd4 --- /dev/null +++ b/_sources/CVEAll.ipynb @@ -0,0 +1,1341 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8eb6731a", + "metadata": {}, + "source": [ + "# CVE Data\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:15:56.824725Z", + "iopub.status.busy": "2024-06-16T12:15:56.824232Z", + "iopub.status.idle": "2024-06-16T12:15:58.016017Z", + "shell.execute_reply": "2024-06-16T12:15:58.015533Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import warnings\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:15:58.018557Z", + "iopub.status.busy": "2024-06-16T12:15:58.018177Z", + "iopub.status.idle": "2024-06-16T12:16:43.572494Z", + "shell.execute_reply": "2024-06-16T12:16:43.571838Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "startdate = date(2000, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb2368b3", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:43.575211Z", + "iopub.status.busy": "2024-06-16T12:16:43.574818Z", + "iopub.status.idle": "2024-06-16T12:16:43.614616Z", + "shell.execute_reply": "2024-06-16T12:16:43.614048Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **254223**
Average CVEs Per Day: **28.46**
Average CVSS Score: **7.18**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "markdown", + "id": "18a9c60b", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVE Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "39c9867a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:43.616996Z", + "iopub.status.busy": "2024-06-16T12:16:43.616568Z", + "iopub.status.idle": "2024-06-16T12:16:43.657375Z", + "shell.execute_reply": "2024-06-16T12:16:43.656819Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "markdown", + "id": "986aa70e", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Year Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a776139d", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:43.659840Z", + "iopub.status.busy": "2024-06-16T12:16:43.659429Z", + "iopub.status.idle": "2024-06-16T12:16:43.867600Z", + "shell.execute_reply": "2024-06-16T12:16:43.867042Z" + }, + "tags": [ + "hide-input", + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Year_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Year')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "2ce24285", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "### CVE Per Month Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "endless-cylinder", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:43.870030Z", + "iopub.status.busy": "2024-06-16T12:16:43.869603Z", + "iopub.status.idle": "2024-06-16T12:16:44.069389Z", + "shell.execute_reply": "2024-06-16T12:16:44.068804Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Month_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Month')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "befe79e1", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Week Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "common-louis", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:44.071737Z", + "iopub.status.busy": "2024-06-16T12:16:44.071412Z", + "iopub.status.idle": "2024-06-16T12:16:44.364937Z", + "shell.execute_reply": "2024-06-16T12:16:44.364374Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Week_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Week')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "989be730", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "### CVE Per Day Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "smooth-stupid", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:44.367395Z", + "iopub.status.busy": "2024-06-16T12:16:44.366944Z", + "iopub.status.idle": "2024-06-16T12:16:44.756659Z", + "shell.execute_reply": "2024-06-16T12:16:44.756143Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = Day_Graph.plot.area(colormap='jet', figsize=(16, 8), title='CVEs Per Day')\n", + "plt.grid()\n", + "cg.set_ylabel(\"New CVEs\");\n", + "cg.set_xlabel(\"Date\");" + ] + }, + { + "cell_type": "markdown", + "id": "51593e0c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "## CVSS Data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0652f359", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:44.758936Z", + "iopub.status.busy": "2024-06-16T12:16:44.758630Z", + "iopub.status.idle": "2024-06-16T12:16:44.974490Z", + "shell.execute_reply": "2024-06-16T12:16:44.973913Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'].plot(kind=\"hist\", colormap='jet', figsize=(16, 8), title='CVSS Scores');" + ] + }, + { + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Data\n", + "\n", + "### CNA Assigner Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:44.976608Z", + "iopub.status.busy": "2024-06-16T12:16:44.976400Z", + "iopub.status.idle": "2024-06-16T12:16:45.261370Z", + "shell.execute_reply": "2024-06-16T12:16:45.260786Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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2LEOHDjW+m0wmpk+fzptvvkn27NkZNWoUAD/88APly5fH1taWIkWKMGzYMGPWwePGeObMGRo2bEhISAjbt2+nbdu2VK5cmXLlytG2bVt+/fVXGjduTIMGDUhMTDRiBQgMDMRkMhnf0+7R7NmzKVy4MLa2tgBcu3aNTp064e7ujpOTE7Vr1+bQoUNGDGn1FixYgKenJzly5KBVq1bcuHHjqe/tyJEjjXKFChVi9erVXLp0iSZNmuDg4ICfnx/79u0z6jxsicSPP/5IpUqVsLW1xc3NjcDAQLM+RowYQXBwME5OTsZsmMfd+welpKQwduxYvLy8sLGxoWDBgsb9BIiMjKR27drY2dnh6upKly5duHnzpnG+Xbt2NG3alM8++wwPDw+cnZ0ZPnw4SUlJ9O3bl5w5c5I/f37mzp37yDhEREREREReBE+VYChQoABxcXHG5+DBg7i6ulKjRg12795Nx44d6datGxEREdSqVYuRI0c+dUB9+/Zl69at/PDDD2zYsIGwsDAOHDiQYfnly5czceJEZs6cyfHjx1m1ahWlS5c2zgcHB7NkyRImT55MdHQ0M2fOzHAWxf79+2nRogWtWrUiMjKSoUOHEhISQmhoKAD79u2jR48eDB8+nKNHj7Ju3Tpq1Kjx1GMcOnQogYGBREZG0qFDB7Zv305wcDAfffQRUVFRzJw5k9DQUONh9XFj/OSTT2jfvj2dO3fmjz/+oFGjRuTKlYt69eoxYsQIunbtyvDhw8mePTsLFy4E7i0zAZg7dy5xcXHGd4ATJ06wfPlyVqxYQUREBABvv/02Fy9e5Oeff2b//v2UL1+eOnXqcOXKFaNeTEwMq1at4qeffuKnn35i69atjBkzxjj/pPd24sSJ+Pv7c/DgQd544w3atGlDcHAw7777LgcOHKBo0aIEBweTmpr60Ou7Zs0aAgMDadiwIQcPHmTz5s1UrlzZrMy4ceMoU6YMBw8eJCQk5LH3/mEGDBjAmDFjCAkJISoqisWLF+Ph4QHcS6bUq1cPFxcX9u7dy3fffcemTZvo1q2bWRu//PILf/75J9u2bWPChAkMGTKERo0a4eLiwu7du3n//fd57733+OOPPx4aQ0JCAtevXzf7iIiIiIiIZIanWiKRJUsWcufODcCdO3do2rQpVapUYejQobz77rvUr1+ffv36AeDt7c2vv/7KunXrnrj9mzdvMmfOHBYuXEidOnUAmDdvHvnz58+wTmxsLLlz56Zu3bpky5aNggULGg+Tx44dY9myZWzcuJG6desCUKRIkQzbmjBhAnXq1CEkJMQYQ1RUFF988QXt2rUjNjaW7Nmz06hRIxwdHSlUqBDlypV74vGleeedd2jfvr3xvUOHDnzyySe0bdvWiHHEiBH069ePIUOGPHKMN2/eZM2aNZw6dQqAtm3b4uDgwLp164iOjub999/nrbfeMs6tX7+e9u3bG8tMnJ2djXua5u7du8yfP98os2PHDvbs2cPFixexsbEB7j2gr1q1iu+//96YAZCSkkJoaCiOjo4AtGnThs2bNzNq1KinurcNGzbkvffeA2Dw4MFMnz6dSpUq8fbbbwPQv39/qlSpwoULF9LFDjBq1ChatWrFsGHDjGNlypQxK1O7dm169+5tfA8KCnrkvX/QjRs3mDRpElOmTDHuW9GiRalWrRoAixcv5s6dO8yfP5/s2bMDMGXKFBo3bsznn39uJCJy5szJ5MmTsbKyonjx4owdO5bbt28zcOBA4P+SGDt27KBVq1bp4hg9erTZOEVERERERDLLP97ksUOHDty4cYPFixdjZWVFdHQ0r7zyilmZKlWqZFh/+/btxp4MDg4OLFq0iJiYGO7evWvWTs6cOSlevHiG7bz99tv8/fffFClShM6dO7Ny5UpjaUFERARZsmShZs2aTzSm6Oho/P39zY75+/tz/PhxkpOTee211yhUqBBFihShTZs2LFq0iNu3bz9R2/erWLGi2fdDhw4xfPhws+vRuXNn4uLiuH379iPHeOzYMTw9PXF1deXWrVv88ssvTJ8+nfLlyxMUFGT2UJonTx6uXr362PgKFSpkts/FoUOHuHnzJq6urmYxnjp1ipiYGKOcp6enkVxI6+/ixYsAT3Vv/fz8jH+nPYjfP2Mj7Vha2w+KiIgwkhgZefAePO7ePyg6OpqEhIQM+4mOjqZMmTJGciGtvZSUFI4ePWoc8/X1xcrq//4z9PDwMBtrlixZcHV1zXCsAwYMID4+3vicPXv2EaMWERERERH59/yjTR5HjhzJ+vXr2bNnj9kD5dOoWLGiMf0e7j1YnTx58qnbKVCgAEePHmXTpk1s3LiRDz74gC+++IKtW7datPHfwzg6OnLgwAHCwsLYsGEDgwcPZujQoezduxdnZ2esrKzSTdtP2/Pgfvc/dMK9WQjDhg2jWbNm6cra2to+coxJSUnGONP6ur99BwcHI6lw4MABvLy8HjvOh8WXJ08ewsLC0pW9f++DBzerNJlMpKSkPLa/B93fjslkyvBYRm0/yX1/cIxP61n9bT3smj3NdbSxsTFmlYiIiIiIiGSmp57BsHz5coYPH86yZcsoWrSocdzHx4fdu3ebld21a1eG7djZ2eHl5WV8HB0dKVq0KNmyZTNr5+rVq499BaGdnR2NGzdm8uTJhIWFsXPnTiIjIyldujQpKSls3br1icbm4+NDeHi42bHw8HC8vb3JkiULAFmzZqVu3bqMHTuW3377jdOnT/PLL78A995uERcXZ9S9fv26sXThUcqXL8/Ro0fNrkfaJ+3X7YzGWKRIEY4dO0ZiYiLOzs74+voyatQoEhMTOXLkCEuXLiUlJYU1a9YwdepUsz0AsmXL9tBf5x8W3/nz58maNWu6+Nzc3B5/YeEf39t/ws/P76lfh/ok9/5+xYoVw87OLsN+fHx8OHToELdu3TJrL20phIiIiIiIyMvmqWYw/P777wQHB9O/f398fX05f/48ANbW1vTo0QN/f3/GjRtHkyZNWL9+/VPtvwD3fm3v2LEjffv2xdXVlVy5cjFo0CCzKeQPCg0NJTk5mVdeeQV7e3sWLlyInZ0dhQoVwtXVlbZt29KhQwcmT55MmTJlOHPmDBcvXqRFixbp2urduzeVKlVixIgRtGzZkp07dzJlyhSmTZsGwE8//cTJkyepUaMGLi4urF27lpSUFOOBsXbt2oSGhtK4cWOcnZ0ZPHjwQx9OHzR48GAaNWpEwYIFad68OVZWVhw6dIjff/+dkSNHPnaMfn5+LFy4kPbt2zN37lyaNWvGhAkTyJ07N2+++SazZs3i8OHDLFu2DB8fH6NfT09PNm/ejL+/PzY2Nri4uDw0vrp161KlShWaNm3K2LFj8fb25s8//zQ2U3xwucHD/JN7+08NGTKEOnXqULRoUVq1akVSUhJr166lf//+GdZ53L0HqFOnDoGBgXTr1g1bW1v69+9Pv379sLa2xt/fn0uXLnH48GE6duxIUFAQQ4YMoW3btgwdOpRLly7RvXt32rRpYyzxEBEREREReZk81dPdvn37uH37NiNHjiRPnjzGp1mzZrz66qvMmjWLSZMmUaZMGTZs2MCnn3761AF98cUXVK9encaNG1O3bl2qVatGhQoVMizv7OzMrFmz8Pf3x8/Pj02bNvHjjz/i6uoKwPTp02nevDkffPABJUqUoHPnzma/Kt+vfPnyLFu2jKVLl1KqVCkGDx7M8OHDjU3+nJ2dWbFiBbVr18bHx4cZM2awZMkSfH19gXvr4WvWrEmjRo144403aNq0qdksj4zUq1ePn376iQ0bNlCpUiVeffVVJk6cSKFChZ5ojKNHj6ZPnz4cOHCASpUqERsbS2xsLKdPn2b8+PFcuXKF/fv3U716dbN+x48fz8aNGylQoMAjN6s0mUysXbuWGjVq0L59e7y9vWnVqhVnzpx5qoflp723/1RAQADfffcdq1evpmzZstSuXZs9e/Y8ss7j7j3c20fi8uXLxveQkBB69+7N4MGD8fHxoWXLlsZeCfb29qxfv54rV65QqVIlmjdvTp06dZgyZcozH6+IiIiIiMiLwJSa0bv+5D9l3rx5fPTRR/To0YPg4GCKFi1KcnIye/bsYfTo0dSuXZuPP/44s8OUf9n169fJkSMH5BsIVraZHY68RFJjQzI7BBERERF5CmnPBvHx8Tg5OT2XPp/9/HTJFG3btmXbtm1ERUVRpkwZrK2tsbGx4d1336VatWp8+OGHmR2iiIiIiIiIvMT+0Vsk5MXk5+fH999/T1JSEhcuXMDGxuaJN2EUERERERERsYQSDC+hrFmzki9fvswOQ0RERERERP6HaImEiIiIiIiIiFhMCQYRERERERERsZgSDCIiIiIiIiJiMSUYRERERERERMRi2uRR5CUUH9X/ub3rVkREREREBDSDQURERERERESeASUYRERERERERMRiSjCIiIiIiIiIiMWUYBARERERERERiynBICIiIiIiIiIWU4JBRERERERERCym11SKvIRylPwcrGwzOwyRDKXGhmR2CCIiIiLyjGkGg4iIiIiIiIhYTAkGEREREREREbGYEgwiIiIiIiIiYjElGERERERERETEYkowiIiIiIiIiIjFlGAQEREREREREYspwSAiIiIiIiIiFlOCQUREREREREQspgTDf0xAQAA9e/bM7DCeqaFDh1K2bNnMDuO5+18dt4iIiIiIvJyUYPiP8/T05Msvv8zsMNJZt24dLVq0wNPTEzc3N/z8/OjTpw+xsbHpyvbp04fNmzdnQpTpPc/r+SKNW0RERERExFJKMAgAd+/efSbt3L59m7fffpv27dtTqlQp5syZw9atW/niiy+4ceMGZcqUYeXKlWZ1HBwccHV1fSb9/1PPavxP0/6LMG4REREREZFnRQmG5+jrr78mb968pKSkmB1v0qQJHTp0oF27djRt2tTsXM+ePQkICHhoewEBAZw5c4aPP/4Yk8mEyWQCHj71/ssvv8TT09P4ntbXqFGjyJs3L8WLFwfg7NmztGjRAmdnZ3LmzEmTJk04ffq0US8sLIzKlSuTPXt2nJ2d8ff358yZM8b5tm3bcvv2bY4dO8bgwYOpU6cOvr6+1KtXj5kzZ7Jhwwa6du3Kzp07jToPxpsW27Bhw3B3d8fJyYn333/f7CE9JSWFsWPH4uXlhY2NDQULFmTUqFHG+ceN42Hjz+h6PkxsbCxNmjTBwcEBJycnWrRowYULF9KNafbs2RQuXBhbW9t0bfyTcYuIiIiIiLyolGB4jt5++23++usvtmzZYhy7cuUK69atIygo6KnbW7FiBfnz52f48OHExcURFxf3VPU3b97M0aNH2bhxIz/99BOJiYnUq1cPR0dHtm/fTnh4OA4ODtSvX5+7d++SlJRE06ZNqVmzJr/99hs7d+6kS5cuxoP4+vXrOXjwIMuWLcPBwYGhQ4dSqFAhihcvzpIlS3BwcKBSpUqMGjWKTz755LGxRUdHExYWxpIlS1ixYgXDhg0zzg8YMIAxY8YQEhJCVFQUixcvxsPDA+Cx48ho/E96PVNSUmjSpAlXrlxh69atbNy4kZMnT9KyZUuzcidOnGD58uWsWLGCiIiIJ74njxr3gxISErh+/brZR0REREREJDNkzewA/pe4uLjQoEEDFi9eTJ06dQD4/vvvcXNzo1atWixYsOCp2suZMydZsmTB0dGR3LlzP3U82bNnZ/bs2VhbWwOwcOFCUlJSmD17tpE0mDt3Ls7OzoSFhVGxYkXi4+Np1KgRRYsWBcDHx8dob/78+fTs2ZPs2bOzYMECZsyYwezZs3Fzc6N3797cunULgHfffZcPPviAW7dukT179ofGZm1tzTfffIO9vT2+vr4MHz6cvn37MmLECG7dusWkSZOYMmUKbdu2BaBo0aJUq1YNgG+//faR43j99dcfOn7gia7n5s2biYyM5NSpUxQoUMAYu6+vL3v37qVSpUrAvWUR8+fPx93d/YnvyaPGbWWVPh84evToRyYgREREREREnhfNYHjOgoKCWL58OQkJCQAsWrSIVq1aPfTh8d9WunRps4frQ4cOceLECRwdHXFwcMDBwYGcOXNy584dYmJiyJkzJ+3ataNevXo0btyYSZMmmf3KHxkZSdWqVQH48ccf6dGjB40aNeLVV19l7NixRjkbGxty5MjxyF/by5Qpg729vfG9SpUq3Lx5k7NnzxIdHU1CQoKRpHnQ48aR0fifVHR0NAUKFDCSCwAlS5bE2dmZ6Oho41ihQoWeKrkAjx73wwwYMID4+Hjjk1E5ERERERGRf5tmMDxnjRs3JjU1lTVr1lCpUiW2b9/OxIkTAbCysiI1NdWsfGJi4lP38aTtPDh74ObNm1SoUIFFixalK5v2oDx37lx69OjBunXr+Pbbb/n000/ZuHEjr776KklJSdjZ2QH3fr2/v30HBwfj32fPnuXu3bvkypXrqccGGH1k5EnGAenH/6z92+3DvWSNjY3Nv96PiIiIiIjI42gGw3Nma2tLs2bNWLRoEUuWLKF48eKUL18euPfw++C6/8et3be2tiY5OdnsmLu7O+fPnzdLMjzJHgDly5fn+PHj5MqVCy8vL7NPjhw5jHLlypVjwIAB/Prrr5QqVYrFixcD4OXlRWRkJADVqlVj1qxZnDt3jr///tuYwRAbG0twcDA9e/YkS5YsGcZy6NAh/v77b+P7rl27cHBwoECBAhQrVgw7O7sMX/H4pON4mIddzwf5+Phw9uxZs9kCUVFRXLt2jZIlSz6y7uM8atwiIiIiIiIvMiUYMkFQUBBr1qzhm2++MdvcsXbt2uzbt4/58+dz/PhxhgwZwu+///7Itjw9Pdm2bRvnzp3j8uXLwL23S1y6dImxY8cSExPD1KlT+fnnn58oLjc3N5o0acL27ds5deoUYWFh9OjRgz/++INTp04xYMAAdu7cyZkzZ9iwYQPHjx839mEIDAxk2rRpAHTr1o2iRYuSP39+XFxcKFKkCAAVK1akbt26DB48+JGx3L17l44dOxIVFcXatWsZMmQI3bp1w8rKCltbW/r370+/fv2YP38+MTEx7Nq1izlz5jzROJ72ep47d44SJUqwZ88eAOrWrUvp0qUJCgriwIED7Nmzh+DgYGrWrEnFihUzbDs4OJgBAwb843GLiIiIiIi8yPTUkglq165Nzpw5OXr0KO+8845xvF69eoSEhNCvXz8qVarEjRs3CA4OfmRbw4cP5/Tp0xQtWtSY/u/j48O0adOYOnUqZcqUYc+ePfTp0+excdnb27Nt2zYKFixIs2bN8PHxoWPHjty5cwcnJyfs7e05cuQIb731Ft7e3nTp0oUPP/yQ9957D4A2bdpw9epVQkJCsLW15YcffuDKlStcvHiRESNGcO7cOS5cuMCgQYMe+8Bcp04dihUrRo0aNWjZsiVvvvkmQ4cONc6HhITQu3dvBg8ejI+PDy1btuTixYtPNI6nvZ6JiYkcPXqU27dvA2Aymfjhhx9wcXGhRo0a1K1blyJFivDtt98+su3Y2NjHvunjceMWERERERF5UZlSH1ysL2KB06dPU79+fQoXLky/fv3w9/fH2tqas2fPMmvWLLZu3cqWLVvMEgwDBgxg+/bt7NixA4B27dpx7do1Vq1alUmjeD7+jXFfv3793jKQfAPByvYZRSry7KXGhmR2CCIiIiIvtbRng/j4+Mf+0PqsaAaDPFOenp7s3buXypUr065dO2xtbbG2tqZkyZKcPHmSOXPmGMmF1NRUYmJi2Lx5M76+vpkc+fPzvzpuERERERF5uSnBIM+co6Mjw4YN48yZM1y6dImTJ09y9epVFi5ciJeXl1EuPj6ekiVLYm1tzcCBAzMx4ufrf3XcIiIiIiLyctMSCZGXiJZIyH+FlkiIiIiI/Lu0REJERERERERE/pOUYBARERERERERiynBICIiIiIiIiIWU4JBRERERERERCyWNbMDEJFnLz6q/3PbyEVERERERAQ0g0FEREREREREngElGERERERERETEYkowiIiIiIiIiIjFlGAQEREREREREYspwSAiIiIiIiIiFlOCQUREREREREQsptdUiryEcpT8HKxsMzsMkX9damxIZocgIiIiIv+fZjCIiIiIiIiIiMWUYBARERERERERiynBICIiIiIiIiIWU4JBRERERERERCymBIOIiIiIiIiIWEwJBhERERERERGxmBIMIiIiIiIiImIxJRhERERERERExGJKMIiIiIiIiIiIxZRgkEw1dOhQypYtm+6Yh4cHJpOJVatWZUpcIiIiIiIi8nSUYPiPCgsLw2Qyce3atYeeT0xM5Ouvv6Zu3brky5eP3LlzU7VqVcaNG8ft27efb7BPITo6mmHDhjFz5kzi4uJo0KBBZockIiIiIiIiTyBrZgfwIrl79y7W1taZHYbFTp48SZMmTbCysqJr1674+fnh4ODAkSNHmDt3LlOnTmX9+vV4e3s/t5gSExPJli3bY8vFxMQA0KRJE0wm078dloiIiIiIiDwjL9QMhpSUFMaOHYuXlxc2NjYULFiQUaNGUbVqVfr3729W9tKlS2TLlo1t27YBkJCQQJ8+fciXLx/Zs2fnlVdeISws7JH9pU3Pnz17NoULF8bW1haAa9eu0alTJ9zd3XFycqJ27docOnTIrO6YMWPw8PDA0dGRjh078sknn5hN9Q8ICKBnz55mdZo2bUq7du2M74+L+cyZMzRu3BgXFxeyZ8+Or68va9eu5fTp09SqVQsAFxcXTCaT0W58fDz16tUjMDCQiIgI3n//fapWrYqfnx8tWrTg559/ZuDAgbz++utcvXoVgClTplCqVCmj31WrVmEymZgxY4ZxrG7dunz66afG9+nTp1O0aFGsra0pXrw4CxYsMBuryWRi+vTpvPnmm2TPnp1Ro0Y99LrduXPH7H40btwYACsrK7MEw+zZs/Hx8cHW1pYSJUowbdo049zp06cxmUysWLGCWrVqYW9vT5kyZdi5c6dZTOHh4QQEBGBvb4+Liwv16tUzrkFKSgqjR4+mcOHC2NnZUaZMGb7//nseJSEhgf79+1OgQAFsbGzw8vJizpw5xvmtW7dSuXJlbGxsyJMnD5988glJSUnG+YCAALp3707Pnj1xcXHBw8ODWbNmcevWLdq3b4+joyNeXl78/PPPj4xDRERERETkRfBCJRgGDBjAmDFjCAkJISoqisWLF+Ph4UFQUBBLly4lNTXVKPvtt9+SN29eqlevDkC3bt3YuXMnS5cu5bfffuPtt9+mfv36HD9+/JF9njhxguXLl7NixQoiIiIAePvtt7l48SI///wz+/fvp3z58tSpU4crV64AsGzZMoYOHcpnn33Gvn37yJMnj9kD75N6XMwffvghCQkJbNu2jcjISD7//HMcHBwoUKAAy5cvB+Do0aPExcUxadIk4N4DfIUKFRg+fDjx8fEEBQUZyyMmT55MgwYN6Ny5M9WrV+fLL78EoGbNmkRFRXHp0iXg3oOxm5ubkexITExk586dBAQEALBy5Uo++ugjevfuze+//857771H+/bt2bJli9n4hg4dSmBgIJGRkXTo0OGx161Pnz7MnTsXgLi4OOLi4gBYtGgRgwcPZtSoUURHR/PZZ58REhLCvHnzzPobNGgQffr0ISIiAm9vb1q3bm080EdERFCnTh1KlizJzp072bFjB40bNyY5ORmA0aNHM3/+fGbMmMHhw4f5+OOPeffdd9m6dWuG9y84OJglS5YwefJkoqOjmTlzJg4ODgCcO3eOhg0bUqlSJQ4dOsT06dOZM2cOI0eONGtj3rx5uLm5sWfPHrp3707Xrl15++23qVq1KgcOHOD111+nTZs2GS5rSUhI4Pr162YfERERERGRzGBKvf+pPRPduHEDd3d3pkyZQqdOnczOXbp0ibx58/LLL78YCYWqVatSo0YNxowZQ2xsLEWKFCE2Npa8efMa9erWrUvlypX57LPPHtpn2sPuuXPncHd3B2DHjh288cYbXLx4ERsbG6Osl5cX/fr1o0uXLlStWpVy5coxdepU4/yrr77KnTt3jCRFQEAAZcuWNR7i4d4MBmdnZ0JDQ58oZj8/P9566y2GDBmSLvawsDBq1arF1atXcXZ2No7nz5+fdevWUapUKTp27Eh0dDQTJ07k4sWLdOnSheLFixMWFsbmzZsZNGgQu3btIjU1FXd3d2bMmEHz5s0pV64cLVu2ZNKkScTFxREeHk6tWrW4du0a9vb2+Pv74+vry9dff23026JFC27dusWaNWuAezMYevbsycSJE40yT3LdVq1aRWBgoFkyycvLixEjRtC6dWvj2MiRI1m7di2//vorp0+fpnDhwsyePZuOHTsCEBUVha+vL9HR0ZQoUYJ33nmH2NhYduzYke5aJiQkkDNnTjZt2kSVKlWM4506deL27dssXrw4XZ1jx45RvHhxNm7cSN26ddOdHzRoEMuXLyc6OtqYiTFt2jT69+9PfHw8VlZWBAQEkJyczPbt2wFITk4mR44cNGvWjPnz5wNw/vx58uTJw86dO3n11VfT9TN06FCGDRuW7jj5BoKVbfrjIi+Z1NiQzA5BRERE5IV0/fp1cuTIQXx8PE5OTs+lzxdmBkN0dDQJCQnUqVMn3Tl3d3def/11Fi1aBMCpU6fYuXMnQUFBAERGRpKcnIy3tzcODg7GZ+vWrcaa/vuPv//++0bbhQoVMpILAIcOHeLmzZu4urqa1Tl16pTRVnR0NK+88opZjPc/mD6JJ4m5R48ejBw5En9/f4YMGcJvv/32yDavXLnCjRs3jOUOP/74I+PGjeOVV16hcePGdOvWzSibJ08eY3mAyWSiRo0ahIWFce3aNaKiovjggw9ISEjgyJEjbN26lUqVKmFvb2+M39/f36xvf39/oqOjzY5VrFjR7Ps/uW63bt0iJiaGjh07ml2nkSNHGtcpjZ+fn9n4AC5evAj83wyGhzlx4gS3b9/mtddeM+tj/vz56fpIExERQZYsWahZs+ZDz0dHR1OlShWzZR7+/v7cvHmTP/7446ExZ8mSBVdXV0qXLm0c8/DwMBvHgwYMGEB8fLzxOXv27EPLiYiIiIiI/NtemE0e7ezsHnk+KCiIHj168NVXX7F48WJKly5tPIjdvHmTLFmysH//frJkyWJWL23Ketov5IBZ9iZ79uxm5W/evEmePHkeun/D/TMFHsfKyooHJ4ckJiaa9fO4mDt16kS9evVYs2YNGzZsYPTo0YwfP57u3bs/tM+kpCRjHwm4t2nl/eNLaxfgwIEDeHl5Gd8DAgL4+uuv2b59O+XKlcPJyclIOmzdujXDB+lHefDa/hM3b94EYNasWemSEw9et/s3kUx7sE9JSQEe/feV1seaNWvIly+f2bn7Z7Hc73F/r0/qwY0vTSbTI8fxIBsbmwxjFBEREREReZ5emBkMxYoVw87Ojs2bNz/0fJMmTbhz5w7r1q1j8eLFxuwFgHLlypGcnMzFixfx8vIy++TOnRvA7FiuXLkyjKN8+fKcP3+erFmzpmvLzc0NAB8fH3bv3m1Wb9euXWbf3d3djT0E4N70999///2pYgYoUKAA77//PitWrKB3797MmjULwHjbRdoeAgBubm7cvXuXCxcuAFCtWjXGjh3L33//zblz54y6v/76K4MGDaJXr15G3bR9GL777jtjr4WAgAA2bdpkbI6YxsfHh/DwcLPxhoeHU7JkyQyv65Netwd5eHiQN29eTp48me46FS5c+JF17+fn55fh31bJkiWxsbEhNjY2XR8FChR4aJ3SpUuTkpKS4R4NPj4+7Ny50yzJFB4ejqOjI/nz53/iuEVERERERP4rXpgEg62tLf3796dfv37G1PRdu3YZu/Jnz56dpk2bEhISQnR0tNl6fG9vb4KCgggODmbFihWcOnWKPXv2MHr0aGNPgCdVt25dqlSpQtOmTdmwYQOnT582Hsj37dsHwEcffcQ333zD3LlzOXbsGEOGDOHw4cNm7dSuXZs1a9awZs0ajhw5QteuXbl27dpTxdyzZ0/Wr1/PqVOnOHDgAFu2bMHHxwe4t7TDZDLx008/cenSJW7evImVlRVvvvmmsXHipEmTOHjwIA4ODpQuXZrXXnuNrVu30qFDByZNmmS2ZMDPzw8XFxcWL15slmBYtWoVCQkJZksi+vbtS2hoKNOnT+f48eNMmDCBFStW0KdPn0de2ye5bg8zbNgwRo8ezeTJkzl27BiRkZHMnTuXCRMmPLZumgEDBrB3714++OADfvvtN44cOcL06dO5fPkyjo6O9OnTh48//ph58+YRExPDgQMH+Oqrr8w2kixRogQrV64EwNPTk7Zt29KhQwdWrVrFqVOnCAsLY9myZQB88MEHnD17lu7du3PkyBF++OEHhgwZQq9evbCyemH+sxMREREREXlmXpglEgAhISFkzZqVwYMH8+eff5InTx6z/RKCgoJo2LAhNWrUoGDBgmZ1586dy8iRI+nduzfnzp3Dzc2NV199lUaNGj1VDCaTibVr1zJo0CDat2/PpUuXyJ07NzVq1DDWw7ds2ZKYmBj69evHnTt3eOutt+jatSvr16832unQoQOHDh0iODiYrFmz8vHHHxuvlnzSmJOTk/nwww/5448/cHJyon79+samifny5WPYsGF88skntG/fnuDgYEJDQxk8eDCVK1fm1VdfpUGDBkRFRXH+/HlcXFxISUlh0KBBxkyMB8ddvXp11qxZQ7Vq1YB7SQcnJyeKFy9uttyhadOmTJo0iXHjxvHRRx9RuHBh5s6dazbL4WGe5Lo9TKdOnbC3t+eLL76gb9++ZM+endKlS6d7DeijeHt7s2HDBgYOHEjlypWxs7PjlVdeMRJVI0aMwN3dndGjR3Py5EmcnZ0pX748AwcONNo4evQo8fHxxvfp06czcOBAPvjgA/766y8KFixolM+XLx9r166lb9++lClThpw5c9KxY0ezV32KiIiIiIi8TF6Yt0j81w0dOpRVq1aZ7fWQWTZs2ECrVq1499136dy5M76+vsC9jSXHjRuHu7v7U/36L/8daTvF6i0S8r9Cb5EQERERebj/6bdIyLPz+uuvs3//fm7cuEH16tWxtrbG2tqaBg0akD9/foYOHZrZIYqIiIiIiMhL5oVaIiHPTtqyhTlz5nDhwgWsrKyMJR4iIiIiIiIiz5qWSIi8RLREQv7XaImEiIiIyMNpiYSIiIiIiIiI/CcpwSAiIiIiIiIiFlOCQUREREREREQspgSDiIiIiIiIiFhMb5EQeQnFR/V/bhu5iIiIiIiIgGYwiIiIiIiIiMgzoASDiIiIiIiIiFhMCQYRERERERERsZgSDCIiIiIiIiJiMSUYRERERERERMRiSjCIiIiIiIiIiMX0mkqRl1COkp+DlW1mhyGSqVJjQzI7BBEREZH/KZrBICIiIiIiIiIWU4JBRERERERERCymBIOIiIiIiIiIWEwJBhERERERERGxmBIMIiIiIiIiImIxJRhERERERERExGJKMIiIiIiIiIiIxZRgEBERERERERGLKcGQiQICAujZs2dmh5FpTCYTq1ateu59nT59GpPJRERExHPpW0RERERE5H+BEgyZaMWKFYwYMSKzw3hioaGhODs7Z3j+5s2bjB8/nmrVqpE7d27y5ctH7dq1mTlzJklJSc8vUBEREREREXnusmZ2AP/LcubMmdkhPLHExMRHnt+/fz+BgYEUKlSIzp074+PjQ7Zs2fjtt9+YMWMGM2bMYP369eTKles5RSwiIiIiIiLPk2YwZKL7l0gkJCTQv39/ChQogI2NDV5eXsyZMweAq1evEhQUhLu7O3Z2dhQrVoy5c+c+su3Dhw/TqFEjnJyccHR0pHr16sTExBjnZ8+ejY+PD7a2tpQoUYJp06YZ59KWEHz77bfUrFkTW1tbFi1aRPv27YmPj8dkMmEymRg6dCgAZ86coWHDhoSEhLB9+3batm1L5cqVKVeuHG3btuXXX3+lcePGNGjQIF2i4vLlywQGBmJvb0+xYsVYvXq12fm1a9fi7e2NnZ0dtWrVIjQ0FJPJxLVr1zIc+/Hjx6lRowa2traULFmSjRs3PrTcyZMnqVWrFvb29pQpU4adO3ca586cOUPjxo1xcXEhe/bs+Pr6snbt2gz7jIuL44033sDOzo7ChQuzePFiPD09+fLLL40ysbGxNGnSBAcHB5ycnGjRogUXLlwA4NixY5hMJo4cOWLW7sSJEylatGiG/YqIiIiIiLwoNIPhBREcHMzOnTuZPHkyZcqU4dSpU1y+fBmAkJAQoqKi+Pnnn3Fzc+PEiRP8/fffGbZ17tw5atSoQUBAAL/88gtOTk6Eh4cbyxQWLVrE4MGDmTJlCuXKlePgwYN07tyZ7Nmz07ZtW6OdTz75hPHjx1OuXDmsrKz48ssvGTx4MEePHgXAwcHBKNe+fXs6d+7MH3/8wfvvv8+ePXsoV64c1apV49y5c8yYMYOwsDAWLlxI+/btjT6GDRvG2LFj+eKLL/jqq68ICgrizJkz5MyZk7Nnz9KsWTM+/PBDunTpwr59++jdu/cjr2NKSgrNmjXDw8OD3bt3Ex8fn+E+F4MGDWLcuHEUK1aMQYMG0bp1a06cOEHWrFn58MMPuXv3Ltu2bSN79uxERUUZ483o/l2+fJmwsDCyZctGr169uHjxollcacmFrVu3kpSUxIcffkjLli0JCwvD29ubihUrsmjRIrNlM4sWLeKdd97JsN+EhAQSEhKM79evX3/k9REREREREfm3KMHwAjh27BjLli1j48aN1K1bF4AiRYoY52NjYylXrhwVK1YEwNPT85HtTZ06lRw5crB06VKyZcsGgLe3t3F+yJAhjB8/nmbNmgFQuHBhoqKimDlzplmCoWfPnkYZgBw5cmAymcidO7dx7ObNm6xZs4ZTp04B0LZtWxwcHFi3bh3R0dG8//77vPXWW8a59evXmyUY2rVrR+vWrQH47LPPmDx5Mnv27KF+/fpMnz6dokWLMn78eACKFy9OZGQkn3/+eYZj37RpE0eOHGH9+vXkzZvXaLdBgwbpyvbp04c33ngDuJfo8PX15cSJE5QoUYLY2FjeeustSpcuDZjfjwcdOXKETZs2sXfvXuMezZ49m2LFihllNm/eTGRkJKdOnaJAgQIAzJ8/H19fX/bu3UulSpUICgpiypQpRoLh2LFj7N+/n4ULF2bY9+jRoxk2bFiG50VERERERJ4XLZF4AURERJAlSxZq1qz50PNdu3Zl6dKllC1bln79+vHrr78a5xo0aICDgwMODg74+voa7VWvXt1ILtzv1q1bxMTE0LFjR6Oeg4MDI0eONFtCARgPy49y7NgxPD09cXV15datW/zyyy9Mnz6d8uXLExQURKtWrYyyefLk4erVq2b1/fz8jH9nz54dJycn45f/6OhoXnnlFbPyVapUeWQ80dHRFChQwEguPKrO/X3nyZMHwOi7R48ejBw5En9/f4YMGcJvv/2WYZ9Hjx4la9aslC9f3jjm5eWFi4tLurjSkgsAJUuWxNnZmejoaABatWrF6dOn2bVrF3Bv9kL58uUpUaJEhn0PGDCA+Ph443P27NkMy4qIiIiIiPyblGB4AdjZ2T3yfIMGDThz5gwff/wxf/75J3Xq1KFPnz7AvV/KIyIiiIiIMPYIeFR7N2/eBGDWrFlGvYiICH7//XfjwTZN9uzZHxt7UlKS0V/a/gr317t/WcGBAwfw8vIyq/9gEsRkMpGSkvLYfp+F+/s2mUwARt+dOnXi5MmTtGnThsjISCpWrMhXX331r8aTO3duateuzeLFiwFYvHgxQUFBj6xjY2ODk5OT2UdERERERCQzKMHwAihdujQpKSls3bo1wzLu7u60bduWhQsX8uWXX/L1118DkC9fPry8vPDy8qJQoULAvV/mt2/f/tA3P3h4eJA3b15Onjxp1Ev7FC5c+JFxWltbk5ycbHasSJEiHDt2jMTERJydnfH19WXUqFEkJiZy5MgRli5dSkpKCmvWrGHq1Kl069btia+Lj48Pe/bsMTv2YBLkYXXOnj1LXFzcE9fJSIECBXj//fdZsWIFvXv3ZtasWQ8tV7x4cZKSkjh48KBx7MSJE2azNdLiun+GQVRUFNeuXaNkyZLGsaCgIL799lt27tzJyZMnzWaAiIiIiIiIvMiUYHgBeHp60rZtWzp06MCqVas4deoUYWFhLFu2DIDBgwfzww8/cOLECQ4fPsxPP/2Ej49Phu1169aN69ev06pVK/bt28fx48dZsGCBsTnjsGHDGD16NJMnT+bYsWNERkYyd+5cJkyY8Ng4b968yebNm7l8+TK3b9/Gzc0NPz8/Y5+AuXPnsmTJEuzs7Khbty5vvvkmCxcuZPDgwSxbtuyRcT/o/fff5/jx4/Tt25ejR4+yePFiQkNDzcqcO3eOEiVKGImIunXr4u3tTdu2bTl06BDbt29n0KBBT9xnmp49e7J+/XpOnTrFgQMH2LJli1nsJUqUYOXKlca/69atS5cuXdizZw8HDx6kS5cu2NnZGTMj6tatS+nSpQkKCuLAgQPs2bOH4OBgatasabYUpVmzZty4cYOuXbtSq1Yts6UeIiIiIiIiLzIlGF4Q06dPp3nz5nzwwQeUKFGCzp07c+vWLeDezIEBAwbg5+dHjRo1yJIlC0uXLs2wLVdXV3755Rdu3rxJzZo1qVChArNmzTKWBHTq1InZs2czd+5cSpcuTc2aNQkNDX3sDIaqVavy/vvv07JlS9zd3Rk7dixwb6PBPn36cODAASpVqkRsbCyxsbGcPn2a8ePHc+XKFfbv30/16tWf6poULFiQ5cuXs2rVKsqUKcOMGTP47LPPzMokJiZy9OhRbt++DYCVlRUrV67k77//pnLlynTq1IlRo0Y9Vb8AycnJfPjhh/j4+FC/fn28vb3NXuV59OhR4uPjje/z58/Hw8ODGjVqEBgYSOfOnXF0dMTW1ha4twTjhx9+wMXFhRo1alC3bl2KFCnCt99+a9avo6MjjRs35tChQ49dHiEiIiIiIvIiMaWmpqZmdhDy3zdv3jw++ugjevToQXBwMEWLFiU5OZk9e/YwevRoateuzccff2xxP2FhYdSqVYurV6/i7OxseeD/kj/++IMCBQqwadMm6tSp89z6vX79Ojly5IB8A8HK9rn1K/IiSo0NyewQRERERDJN2rNBfHz8c9urTa+plGeibdu2lCtXjuHDh1OmTBnu3r1LSkoKhQoV4r333uPDDz/M7BD/VWkzRkqXLk1cXBz9+vXD09OTGjVqZHZoIiIiIiIiz4USDPLM+Pn58f3335OUlMSFCxewsbHBzc0ts8N6LhITExk4cCAnT57E0dGRqlWrsmjRooe+KlRERERERORlpCUSIi8RLZEQ+T9aIiEiIiL/yzJjiYQ2eRQRERERERERiynBICIiIiIiIiIWU4JBRERERERERCymBIOIiIiIiIiIWExvkRB5CcVH9X9uG7mIiIiIiIiAZjCIiIiIiIiIyDOgBIOIiIiIiIiIWEwJBhERERERERGxmBIMIiIiIiIiImIxJRhERERERERExGJKMIiIiIiIiIiIxfSaSpGXUI6Sn4OVbWaHIfKfkRobktkhiIiIiPznaQaDiIiIiIiIiFhMCQYRERERERERsZgSDCIiIiIiIiJiMSUYRERERERERMRiSjCIiIiIiIiIiMWUYBARERERERERiynBICIiIiIiIiIWU4JBRERERERERCymBEMGTCYTq1atyuwwXiqenp58+eWXmR2GiIiIiIiI/AuUYMhAXFwcDRo0AOD06dOYTCYiIiIyN6gn9NdffzF06FAqVaqEu7s7BQsW5I033mDp0qWkpqZmdngiIiIiIiLyElKC4QF3794FIHfu3NjY2GRyNE9vw4YNeHt7s3fvXvr06cOGDRtYsWIFjRo1YsSIEdSrV49bt25ldpgiIiIiIiLyknkhEgzff/89pUuXxs7ODldXV+rWrWs8BM+ePRsfHx9sbW0pUaIE06ZNM6v7xx9/0Lp1a3LmzEn27NmpWLEiu3fvBqBdu3Y0bdrUrHzPnj0JCAgwvgcEBNCtWzd69uyJm5sb9erVA8yXSBQuXBiAcuXKYTKZCAgIYNu2bWTLlo3z58+na7969erpxnjt2jXee+89PDw8sLW1pVSpUvz0008AhIaG4uzszPr16/Hx8cHBwYH69esTFxdn1N+7dy+vvfYabm5u5MiRg5o1a3LgwAGzPvbt20fr1q0JDQ1lzZo1tGzZknLlylGxYkW6du3KoUOHyJ8/P61btzart2fPHsqVK4etrS0VK1Zk5cqVZjM20uK736pVqzCZTMb3mJgYmjRpgoeHBw4ODlSqVIlNmzaluw5Pek0Ali9fjq+vLzY2Nnh6ejJ+/Hiz+p6enowcOZLg4GAcHBwoVKgQq1ev5tKlSzRp0gQHBwf8/PzYt2+fUSdtLD/99BPFixfH3t6e5s2bc/v2bebNm4enpycuLi706NGD5OTkR8b/448/UqlSJWxtbXFzcyMwMNA4d/XqVYKDg3FxccHe3p4GDRpw/PjxfyUOERERERGRF0GmJxji4uJo3bo1HTp0IDo6mrCwMJo1a0ZqaiqLFi1i8ODBjBo1iujoaD777DNCQkKYN28eADdv3qRmzZqcO3eO1atXc+jQIfr160dKSspTxTBv3jysra0JDw9nxowZ6c7v2bMHgE2bNhEXF8eKFSuoUaMGRYoUYcGCBUa5xMREFi1aRIcOHczqp6Sk0KBBA8LDw1m4cCFRUVGMGTOGLFmyGGVu377NuHHjWLBgAdu2bSM2NpY+ffoY52/cuEHbtm3ZsWMHu3btolixYjRs2JAbN24YZbp3786oUaNo3LgxUVFR1KxZE3d3d1q0aEGvXr0YO3YsM2bMICoqii1bthjXsFGjRpQsWZL9+/czdOhQs36f1M2bN2nYsCGbN2/m4MGD1K9fn8aNGxMbG/vQ8o+7Jvv376dFixa0atWKyMhIhg4dSkhICKGhoWbtTJw4EX9/fw4ePMgbb7xBmzZtCA4O5t133+XAgQMULVqU4OBgs6Uht2/fZvLkySxdupR169YRFhZGYGAga9euZe3atSxYsICZM2fy/fffZzjeNWvWEBgYSMOGDTl48CCbN2+mcuXKxvl27dqxb98+Vq9ezc6dO0lNTaVhw4YkJiY+0zgSEhK4fv262UdERERERCQzZM3sAOLi4khKSqJZs2YUKlQIgNKlSwMwZMgQxo8fT7NmzYB7MwmioqKYOXMmbdu2ZfHixVy6dIm9e/eSM2dOALy8vJ46hmLFijF27NgMz7u7uwPg6upK7ty5jeMdO3Zk7ty59O3bF7j3i/adO3do0aKFWf1NmzaxZ88eoqOj8fb2BqBIkSJmZRITE5kxYwZFixYFoFu3bgwfPtw4X7t2bbPyX3/9Nc7OzmzdupVGjRpx/PhxTp8+TadOnUhOTiYwMJCAgAAmTZrE9u3b6dWrF4MGDcLa2prWrVuzfv16atWqxeLFi0lJSWHOnDnY2tri6+vLH3/8QdeuXZ/qGpYpU4YyZcoY30eMGMHKlStZvXo13bp1S1f+cddkwoQJ1KlTh5CQEAC8vb2Jioriiy++oF27dka5hg0b8t577wEwePBgpk+fTqVKlXj77bcB6N+/P1WqVOHChQvGvUtMTGT69OnGtW7evDkLFizgwoULODg4ULJkSWrVqsWWLVto2bLlQ8c7atQoWrVqxbBhw8yuAcDx48dZvXo14eHhVK1aFYBFixZRoEABVq1aZcT2LOIYPXq0WQwiIiIiIiKZJdNnMJQpU4Y6depQunRp3n77bWbNmsXVq1e5desWMTExdOzYEQcHB+MzcuRIYmJiAIiIiKBcuXJGcuGfqlChwj+q165dO06cOMGuXbuAe9PeW7RoQfbs2c3KRUREkD9/fuNB+mHs7e2NB02APHnycPHiReP7hQsX6Ny5M8WKFSNHjhw4OTlx8+ZNY4ZAZGQklSpVImvWrBw9epRz584xZcoUypYtS/fu3c2WheTJk4erV68CEB0djZ+fH7a2tsb5KlWqPPW1uHnzJn369MHHxwdnZ2ccHByIjo7OcAbD465JdHQ0/v7+Zsf8/f05fvy42ZIBPz8/498eHh7A/yWo7j92/7V88Fp7eHjg6emJg4OD2bH76zws/jp16mQYe9asWXnllVeMY66urhQvXpzo6OhnGseAAQOIj483PmfPns2wrIiIiIiIyL8p02cwZMmShY0bN/Lrr7+yYcMGvvrqKwYNGsSPP/4IwKxZs8we1NLqANjZ2T2ybSsrq3RvTbh/inqaBxMCTypXrlw0btyYuXPnUrhwYX7++WfCwsLSlXtcnADZsmUz+24ymcxib9u2LX/99ReTJk2iUKFC2NjYUKVKFWNTyqSkJKOfu3fvki1bNrM2739oPXDgAMWLF3/icT7JdezTpw8bN25k3LhxeHl5YWdnR/PmzY34HvQk1+RJ3D/GtD0hHnbs/mUzD7vWDzv2qKU2zyL+ZxGHjY3Nf3IzUhEREREReflk+gwGuPcQ5e/vz7Bhwzh48KCxH0LevHk5efIkXl5eZp+0TRf9/PyIiIjgypUrD23X3d3dbKNE4B+9atLa2hrgoZvtderUiW+//Zavv/6aokWLpvvVPS3OP/74g2PHjj1132nCw8Pp0aMHDRs2NDY+vHz5snHey8uLyMhIAIoXL062bNmYMmUKycnJ7Nq1i/Xr15OYmMi8efP4+eefjWUGPj4+/Pbbb9y5c8doK21GRhp3d3du3Lhh9vaJB69jeHg47dq1IzAwkNKlS5M7d25Onz6d4Xged018fHwIDw9P14e3t7fZ3hWZxc/Pj82bNz/0nI+PD0lJScZmo3Dv1aFHjx6lZMmSzytEERERERGR5yrTEwy7d+/ms88+Y9++fcTGxrJixQouXbqEj48Pw4YNY/To0UyePJljx44RGRnJ3LlzmTBhAgCtW7cmd+7cNG3alPDwcE6ePMny5cvZuXMncG/fgn379jF//nyOHz/OkCFD+P333586xly5cmFnZ8e6deu4cOEC8fHxxrl69erh5OTEyJEjad++PQDnzp2jRIkSxuaQNWvWpEaNGrz11lts3LiRU6dO8fPPP7Nu3bonjqFYsWIsWLCA6Ohodu/eTVBQkNmv6OXKlePvv/9my5Yt2NnZERoayuDBg7GxsaF9+/Y0bdqUzz//nLlz57JhwwZjX4l33nkHk8lE586diYqKYu3atYwbN86s71deeQV7e3sGDhxITEwMixcvTrfZYrFixVixYgUREREcOnSId95555G/vD/umvTu3ZvNmzczYsQIjh07xrx585gyZco/2oDyWRgwYADBwcHG9yFDhrBkyRKGDBlCdHQ0kZGRfP7558C9a9GkSRM6d+7Mjh07OHToEO+++y758uWjSZMmmRK/iIiIiIjIvy3TEwxOTk5s27aNhg0b4u3tzaeffsr48eNp0KABnTp1Yvbs2cydO5fSpUtTs2ZNQkNDjRkM1tbWbNiwgVy5ctGwYUNKly5t9iaCevXqERISQr9+/ahUqRI3btwwe0h8UlmzZmXy5MnMnDmTvHnzmj0kWllZ0a5dO5KTk422ExMTOXr0KLdv3zbKLV++nEqVKtG6dWtKlixJv379nur1g3PmzOHq1auUL1+eNm3a0KNHD3LlymWcN5lMfP7557Rt25bTp0/TsGFDLl26xJkzZ4iKimLatGlcu3aNsLAwfH19jXoODg78+OOPREZGUq5cOQYNGmQ8KKfJmTMnCxcuZO3atZQuXZolS5YwdOhQszITJkzAxcWFqlWr0rhxY+rVq0f58uUfOaZHXZPy5cuzbNkyli5dSqlSpRg8eDDDhw832+DxeYqLizPbTyIgIIDvvvuO1atXU7ZsWWrXrm0klADmzp1LhQoVaNSoEVWqVCE1NZW1a9emWwIhIiIiIiLysjClPri4Xp5ax44duXTpEqtXr87sUPjss8+YMGECAwYMoGXLluTPn5+EhAS2bt3KiBEj6NWrF4GBgY9s4/Tp0xQuXJiDBw9StmzZ5xO4PBPXr18nR44ckG8gWNk+voKIAJAaG5LZIYiIiIg8U2nPBvHx8Tg5OT2XPjN9BsN/WXx8PDt27GDx4sV07949s8MBYODAgaxcuZINGzZQtGhRrK2tsbOzo1evXrRp00ZT9EVERERERORfkelvkfgva9KkCXv27OH999/ntddey+xwDNWrV2f9+vUkJCRw8eJFHB0dcXZ2zuywRERERERE5CWmBIMFHvZKyheJjY0NBQoUeOp6np6e6V5LKSIiIiIiIvIoWiIhIiIiIiIiIhZTgkFERERERERELKYEg4iIiIiIiIhYTAkGEREREREREbGYNnkUeQnFR/V/bu+6FRERERERAc1gEBEREREREZFnQAkGEREREREREbGYEgwiIiIiIiIiYjElGERERERERETEYkowiIiIiIiIiIjFlGAQEREREREREYvpNZUiL6EcJT8HK9vMDkPkPyc1NiSzQxARERH5z9IMBhERERERERGxmBIMIiIiIiIiImIxJRhERERERERExGJKMIiIiIiIiIiIxZRgEBERERERERGLKcEgIiIiIiIiIhZTgkFERERERERELKYEg4iIiIiIiIhYTAkGEREREREREbGYEgwiIiIiIiIiYjElGP6DPD09+fLLL59pm6dPn8ZkMhEREfHQ8ykpKXz77bc0btyYggUL4u7uTsWKFRk6dCh//fXXM41FRERERERE/nuyZnYA8uK7fPkyzZs35+zZs3z44Yf07duXnDlzcvLkSRYvXkzJkiVZuXIlVatWzexQRUREREREJJNoBsO/ICUlhbFjx+Ll5YWNjQ0FCxZk1KhRAERGRlK7dm3s7OxwdXWlS5cu3Lx506jbrl07mjZtyrhx48iTJw+urq58+OGHJCYmAhAQEMCZM2f4+OOPMZlMmEwmAP766y9at25Nvnz5sLe3p3Tp0ixZsuSJ4ypcuDAA5cqVw2QyERAQAEBSUhJvvvkmRYsW5ciRI/Tq1YsaNWpQqlQp3nzzTZYuXco333xDYGAgJ0+eBOCnn37C2dmZ5ORkACIiIjCZTHzyySdGLJ06deLdd98FIDQ0FGdnZ1atWkWxYsWwtbWlXr16nD171ih/6NAhatWqhaOjI05OTlSoUIF9+/YZ58PDwwkICMDe3h4XFxfq1avH1atXAVi3bh3VqlXD2dkZV1dXGjVqRExMjFE3bfbGihUrqFWrFvb29pQpU4adO3c+8j5fu3aN9957Dw8PD2xtbSlVqhQ//fSTcX758uX4+vpiY2ODp6cn48ePN6vv6enJyJEjCQ4OxsHBgUKFCrF69WouXbpEkyZNcHBwwM/Pz2ycIiIiIiIiLyolGP4FAwYMYMyYMYSEhBAVFcXixYvx8PDg1q1b1KtXDxcXF/bu3ct3333Hpk2b6Natm1n9LVu2EBMTw5YtW5g3bx6hoaGEhoYCsGLFCvLnz8/w4cOJi4sjLi4OgDt37lChQgXWrFnD77//TpcuXWjTpg179ux5bFyAUW7Tpk3ExcWxYsUKAObMmYPJZOLrr78mJSWF7t27ky9fPsqWLcs333yDr68vb7zxBl26dGHYsGEAVK9enRs3bnDw4EEAtm7dipubG2FhYUYsW7duNZIYALdv32bUqFHMnz+f8PBwrl27RqtWrYzzQUFB5M+fn71797J//34++eQTsmXLBtxLYNSpU4eSJUuyc+dOduzYQePGjY0Ex61bt+jVqxf79u1j8+bNWFlZERgYSEpKitl1HzRoEH369CEiIgJvb29at25NUlLSQ+9xSkoKDRo0IDw8nIULFxIVFcWYMWPIkiULAPv376dFixa0atWKyMhIhg4dSkhIiHEf00ycOBF/f38OHjzIG2+8QZs2bQgODubdd9/lwIEDFC1alODgYFJTUx8aR0JCAtevXzf7iIiIiIiIZAZTakZPLvKP3LhxA3d3d6ZMmUKnTp3Mzs2aNYv+/ftz9uxZsmfPDsDatWtp3Lgxf/75Jx4eHrRr146wsDBiYmKMh9UWLVpgZWXF0qVLgXu/fPfs2ZOePXs+MpZGjRpRokQJxo0b98i44N6v+IULF+bgwYOULVvWOO7v78+AAQNo1KgRI0aMYOHChcycOZPU1FQ++OAD/v77b06fPk1MTAz+/v6cP38egAoVKtC6dWv69OlDYGAglSpVYtiwYfz111/Ex8eTP39+jh07RrFixQgNDaV9+/bs2rWLV155BYAjR47g4+PD7t27qVy5Mk5OTnz11Ve0bds2XezvvPMOsbGx7Nix44nu0eXLl3F3dycyMpJSpUoZY589ezYdO3YEICoqCl9fX6KjoylRokS6NjZs2ECDBg2Ijo7G29s73fmgoCAuXbrEhg0bjGP9+vVjzZo1HD58GLh3H6tXr86CBQsAOH/+PHny5CEkJIThw4cDsGvXLqpUqUJcXBy5c+dO18/QoUONxI6ZfAPByvaJroeI/J/U2JDMDkFERETkmbh+/To5cuQgPj4eJyen59KnZjA8Y9HR0SQkJFCnTp2HnitTpoyRXIB7D/ApKSkcPXrUOObr62skFwDy5MnDxYsXH9lvcnIyI0aMoHTp0uTMmRMHBwfWr19PbGzsY+N6lMjISGNvhR9//JEhQ4YQEBBArVq1+PTTT81iTFuSAFCzZk3CwsJITU1l+/btNGvWDB8fH3bs2MHWrVvJmzcvxYoVM8pnzZqVSpUqGd9LlCiBs7Mz0dHRAPTq1YtOnTpRt25dxowZY7bEIW0GQ0aOHz9O69atKVKkCE5OTnh6egIY1yaNn5+f2XiADK97REQE+fPnf2hyAe5db39/f7Nj/v7+HD9+3JhZ8WCfabNJSpcune5YRnEMGDCA+Ph443P/shIREREREZHnSQmGZ8zOzs7iNtKm/qcxmUzppvM/6IsvvmDSpEn079+fLVu2EBERQb169bh7965FcSUlJRl17969a5YccXBwMP594MABvLy8jO8BAQHs2LGDQ4cOkS1bNkqUKEFAQABhYWFs3bqVmjVrPlUcQ4cO5fDhw7zxxhv88ssvxsaSTzK2xo0bc+XKFWbNmsXu3bvZvXu3MZ773X/d0/a2yOi6P4v7nFGfTxOHjY0NTk5OZh8REREREZHMoATDM1asWDHs7OzYvHlzunM+Pj4cOnSIW7duGcfCw8OxsrKiePHiT9yHtbW12a/gae00adKEd999lzJlylCkSBGOHTv2RHGltQmka9fLy4vIyEgAqlWrxqRJk7h69SpXr15l0qRJABw+fJiuXbvSt29fo17aPgwTJ040kglpCYawsDCz/RfgXiLj/s0Mjx49yrVr1/Dx8TGOeXt78/HHH7NhwwaaNWvG3LlzgXuzADIa119//cXRo0f59NNPqVOnDj4+PmYzLf4pPz8//vjjD7NrfD8fHx/Cw8PNjoWHh+Pt7W02O0VERERERORloQTDM2Zra0v//v3p168f8+fPJyYmhl27djFnzhyCgoKwtbWlbdu2/P7772zZsoXu3bvTpk0bYyr8k/D09GTbtm2cO3eOy5cvA/cSCBs3buTXX38lOjqa9957jwsXLjxRXAC5cuXCzs6OdevWceHCBeLj4wEIDAxk6tSpwL1ZBHfv3sXV1ZX8+fPzyiuvcObMGerXr0/37t1p166d0Z+Liwt+fn4sWrTISCbUqFGDAwcOcOzYsXQzGLJly0b37t3ZvXs3+/fvp127drz66qtUrlyZv//+m27duhEWFsaZM2cIDw9n7969RvJhwIAB7N27lw8++IDffvuNI0eOMH36dC5fvoyLiwuurq58/fXXnDhxgl9++YVevXo93U0Fzp07R4kSJYzNMGvWrEmNGjV466232LhxI6dOneLnn39m3bp1APTu3ZvNmzczYsQIjh07xrx585gyZQp9+vR56r5FRERERET+C5Rg+BeEhITQu3dvBg8ejI+PDy1btuTixYvY29uzfv16rly5QqVKlWjevDl16tRhypQpT9X+8OHDOX36NEWLFsXd3R2ATz/9lPLly1OvXj0CAgLInTs3TZs2faK44N4eCJMnT2bmzJnkzZuXJk2aANCzZ082b97M7NmzcXNzY8eOHVy4cIFLly4xYsQIzp8/z9mzZ+nSpUu6OGvWrElycrKRYMiZMyclS5Ykd+7c6WZs2Nvb079/f9555x38/f1xcHDg22+/BSBLliz89ddfBAcH4+3tTYsWLWjQoIGxuaG3tzcbNmzg0KFDVK5cmSpVqvDDDz+QNWtWY3PM/fv3U6pUKT7++GO++OKLp7reAImJiRw9epTbt28bx5YvX06lSpVo3bo1JUuWpF+/fsYMkPLly7Ns2TKWLl1KqVKlGDx4MMOHDzdLwoiIiIiIiLxM9BYJeay0VyjWrl2bHj16UL58ebJmzcrx48f56quvOH/+PMuWLfvH7YeGhtKzZ0+uXbv27IL+H5W2U6zeIiHyz+gtEiIiIvKy0Fsk5IVUrlw5IiIicHV1pXHjxtjY2JAtWzZeffVVkpKSmDx5cmaHKCIiIiIiIpksa2YHIP8NuXLlYtKkSXz55ZdcunSJpKQkcufOjZWVclQiIiIiIiKiGQzylEwmE7ly5SJv3rzPLLnQrl07LY8QERERERH5j1OCQUREREREREQspgSDiIiIiIiIiFhMCQYRERERERERsZgSDCIiIiIiIiJiMb1FQuQlFB/V/7m961ZERERERAQ0g0FEREREREREngElGERERERERETEYkowiIiIiIiIiIjFlGAQEREREREREYspwSAiIiIiIiIiFlOCQUREREREREQsptdUiryEcpT8HKxsMzsMkf+c1NiQzA5BRERE5D9LMxhERERERERExGJKMIiIiIiIiIiIxZRgEBERERERERGLKcEgIiIiIiIiIhZTgkFERERERERELKYEg4iIiIiIiIhYTAkGEREREREREbGYEgwiIiIiIiIiYjElGERERERERETEYkowyAvB09OTL7/8MsPzu3btom3btnh5eeHq6oqPjw9du3bl8OHDzy3Gdu3a0bRp0+fWn4iIiIiIyH+JEgySqe7evfvI8ykpKXTv3p0GDRrg4eHB1KlT2bZtG9OmTcPBwYFq1aoxderUfzXG5ORkUlJS/rX2U1NTSUpK+tfaFxEREREReR6UYJCnlpKSwtixY/Hy8sLGxoaCBQsyatQoAM6ePUuLFi1wdnYmZ86cNGnShNOnTxt102YBjBo1irx581K8eHECAgI4c+YMH3/8MSaTCZPJZJTv378/u3fvJjo6mrFjx1KvXj18fX2pVasWX3zxBfv27WP8+PF8//33ZjH++OOPVKpUCVtbW9zc3AgMDDTOJSQk0KdPH/Lly0f27Nl55ZVXCAsLM86Hhobi7OzM6tWrKVmyJDY2NnTo0IF58+bxww8/GDHeX+d+CQkJ9OjRg1y5cmFra0u1atXYu3evcT4sLAyTycTPP/9MhQoVsLGxYceOHdy4cYOgoCCyZ89Onjx5mDhxIgEBAfTs2fOf3ywREREREZHnRAkGeWoDBgxgzJgxhISEEBUVxeLFi/Hw8CAxMZF69erh6OjI9u3bCQ8Px8HBgfr165vNVNi8eTNHjx5l48aN/PTTT6xYsYL8+fMzfPhw4uLiiIuLAyAqKorQ0FBWrVpF7ty5mT59OsWKFcPT05OvvvqK4sWLky1bNmbNmkXfvn1JTU0FYM2aNQQGBtKwYUMOHjzI5s2bqVy5stF/t27d2LlzJ0uXLuW3337j7bffpn79+hw/ftwoc/v2bT7//HNmz57N4cOHmTx5Mi1atKB+/fpGjFWrVn3o9enXrx/Lly9n3rx5HDhwAC8vL+rVq8eVK1fMyn3yySeMGTOG6Oho/Pz86NWrF+Hh4axevZqNGzeyfft2Dhw48Mh7kZCQwPXr180+IiIiIiIimSFrZgcg/y03btxg0qRJTJkyhbZt2wJQtGhRqlWrxsKFC0lJSWH27NnGLIS5c+fi7OxMWFgYr7/+OgDZs2dn9uzZWFtbG+1myZIFR0dHcufObRxbtGgRbdu2JW/evGzfvp0+ffowa9YsSpQowZAhQ4iJiSElJYU6deqQlJTE0aNHKVGiBKNGjaJVq1YMGzbMaKtMmTIAxMbGMnfuXGJjY8mbNy8Affr0Yd26dcydO5fPPvsMgMTERKZNm2bUA7CzsyMhIcEsxgfdunWL6dOnExoaSoMGDQCYNWsWGzduZM6cOfTt29coO3z4cF577TXjus6bN4/FixdTp04d49qlxZiR0aNHm41TREREREQksyjBIE8lOjqahIQE4yH4focOHeLEiRM4OjqaHb9z5w4xMTHG99KlS5slFzISGRlJu3btgHtLHoKCgnjnnXcAmDFjBvnz5zfK5smTh6tXrwIQERFB586dM2wzOTkZb29vs+MJCQm4uroa362trfHz83tsjA+KiYkhMTERf39/41i2bNmoXLky0dHRZmUrVqxo/PvkyZMkJiaazbTIkSMHxYsXf2R/AwYMoFevXsb369evU6BAgaeOW0RERERExFJKMMhTsbOzy/DczZs3qVChAosWLUp3zt3d3fh39uzZn6ivpKQko7+7d++a1XNwcDD+fevWLY4fP07RokWfKMYsWbKwf/9+smTJYnbu/jbt7OzM9oL4NzzpdXgUGxsbbGxsnkE0IiIiIiIiltEeDPJUihUrhp2dHZs3b053rnz58hw/fpxcuXLh5eVl9smRI8cj27W2tiY5OdnsmJeXF5GRkQBUq1aNpUuXcuTIERITE41NJS9dukSHDh1o0qQJuXLlAsDPz++h8QGUK1eO5ORkLl68mC7GRy19yCjGBxUtWhRra2vCw8ONY4mJiezdu5eSJUtmWK9IkSJky5bNbDPI+Ph4jh079sj+REREREREXhRKMMhTsbW1pX///vTr14/58+cTExPDrl27mDNnDkFBQbi5udGkSRO2b9/OqVOnCAsLo0ePHvzxxx+PbNfT05Nt27Zx7tw5Ll++DEBgYCCzZ88mMTGRt956izfffJOSJUtib2/PtWvXyJs3L3Xr1iVfvnzMmDHDaGvIkCEsWbKEIUOGEB0dTWRkJJ9//jkA3t7eBAUFERwczIoVKzh16hR79uxh9OjRrFmz5rEx/vbbbxw9epTLly+TmJgIQJ06dZgyZQpwb1ZC165d6du3L+vWrSMqKorOnTtz+/ZtOnbsmGHbjo6OtG3blr59+7JlyxYOHz5Mx44dsbKy+tdnUoiIiIiIiDwLSjDIUwsJCaF3794MHjwYHx8fWrZsycWLF7G3t2fbtm0ULFiQZs2a4ePjQ8eOHblz5w5OTk6PbHP48OGcPn2aokWLGsspatWqhZeXF507dyYlJYWZM2cSHx/PhQsX+Prrr9m3bx9XrlxhwoQJ2NraGm0FBATw3XffsXr1asqWLUvt2rXZs2ePcX7u3LkEBwfTu3dvihcvTtOmTdm7dy8FCxZ8ZIydO3emePHiVKxYEXd3d2OWQkxMjJEUARgzZgxvvfUWbdq0oXz58pw4cYL169fj4uLyyPYnTJhAlSpVaNSoEXXr1sXf3x8fHx+zsYmIiIiIiLyoTKlp7/YTeQFdvXqVhg0bAjBo0CBq166Nvb09Fy9eZNGiRcyfP58dO3Y8k/0MXjS3bt0iX758jB8//pGzH+53/fr1e8tR8g0EKyUmRJ5WamxIZocgIiIi8kykPRvEx8c/9gffZ0WbPMoLzcXFha1btzJ16lR69+7NsWPHsLa2xmQyUa9ePebMmfPSJBcOHjzIkSNHqFy5MvHx8QwfPhyAJk2aZHJkIiIiIiIij6cEg7zwrK2t+fjjj/n444+Jj4/n+vXr5MqV66V8e8K4ceM4evQo1tbWVKhQge3bt+Pm5pbZYYmIiIiIiDyWEgzyn5IjR47HvpHiv6pcuXLs378/s8MQERERERH5R7TJo4iIiIiIiIhYTAkGEREREREREbGYEgwiIiIiIiIiYjElGERERERERETEYtrkUeQlFB/V/7m961ZERERERAQ0g0FEREREREREngElGERERERERETEYkowiIiIiIiIiIjFlGAQEREREREREYspwSAiIiIiIiIiFlOCQUREREREREQsptdUiryEcpT8HKxsMzsMkf+k1NiQzA5BRERE5D9JMxhERERERERExGJKMIiIiIiIiIiIxZRgEBERERERERGLKcEgIiIiIiIiIhZTgkFERERERERELKYEg4iIiIiIiIhYTAkGEREREREREbGYEgwiIiIiIiIiYrFnlmA4ffo0JpOJiIiIZ9WkPEa7du1o2rSpRW2EhYVhMpm4du3aM4npv8JkMrFq1arMDkNEREREROSloRkM/+OqVq1KXFwcOXLkeOq6KSkpfPvttzRu3JiCBQvi7u5OxYoVGTp0KH/99de/EK2IiIiIiIi8qLJmZufJycmYTCasrJTnyCzW1tbkzp37qetdvnyZ5s2bc/bsWT788EP69u1Lzpw5OXnyJIsXL6ZkyZKsXLmSqlWr/gtRi4iIiIiIyIvmqZ/sU1JSGDt2LF5eXtjY2FCwYEFGjRplnD958iS1atXC3t6eMmXKsHPnTuNcaGgozs7OrF69mpIlS2JjY0NsbCxXr14lODgYFxcX7O3tadCgAcePH09X76effqJ48eLY29vTvHlzbt++zbx58/D09MTFxYUePXqQnJxs1EtISKBPnz7ky5eP7Nmz88orrxAWFvbYMf74449UqlQJW1tb3NzcCAwMBGDgwIG88sor6cqXKVOG4cOHG99nz56Nj48Ptra2lChRgmnTpj2yv+TkZDp27EjhwoWxs7OjePHiTJo0KV2ZXr164ezsjKurK/369SM1NdWsTEBAAN27d6dnz564uLjg4eHBrFmzuHXrFu3bt8fR0REvLy9+/vlno86DSyTSrvX69evx8fHBwcGB+vXrExcXZ9RJSkrizTffpGjRohw5coRevXpRo0YNSpUqxZtvvsnSpUv55ptvCAwM5OTJk0a9GzduEBQURPbs2cmTJw8TJ04kICCAnj17GmUe97cAsHz5cnx9fbGxscHT05Px48ebnY+Li+ONN97Azs6OwoULs3jxYjw9Pfnyyy8zvAdnz56lRYsWODs7kzNnTpo0acLp06cfdds4fPgwjRo1wsnJCUdHR6pXr05MTAxw77+T4cOHkz9/fmxsbChbtizr1q0z6qYtKVq2bBnVq1fHzs6OSpUqcezYMfbu3UvFihVxcHCgQYMGXLp06ZFxiIiIiIiIvAieOsEwYMAAxowZQ0hICFFRUSxevBgPDw/j/KBBg+jTpw8RERF4e3vTunVrkpKSjPO3b9/m888/Z/bs2Rw+fJhcuXLRrl079u3bx+rVq9m5cyepqak0bNiQxMREs3qTJ09m6dKlrFu3jrCwMAIDA1m7di1r165lwYIFzJw5k++//96o061bN3bu3MnSpUv57bffePvtt6lfv366B9b7rVmzhsDAQBo2bMjBgwfZvHkzlStXBiAoKIg9e/YYD5Fw7yHzt99+45133gFg0aJFDB48mFGjRhEdHc1nn31GSEgI8+bNy7DPlJQU8ufPz3fffUdUVBSDBw9m4MCBLFu2zCgzfvx4QkND+eabb9ixYwdXrlxh5cqV6dqaN28ebm5u7Nmzh+7du9O1a1fefvttqlatyoEDB3j99ddp06YNt2/fzjCe27dvM27cOBYsWMC2bduIjY2lT58+xvk5c+ZgMpn4+uuvSUlJoXv37uTLl4+yZcvyzTff4OvryxtvvEGXLl0YNmyYUa9Xr16Eh4ezevVqNm7cyPbt2zlw4IBZ34/7W9i/fz8tWrSgVatWREZGMnToUEJCQggNDTXaCA4O5s8//yQsLIzly5fz9ddfc/HixQzHm5iYSL169XB0dGT79u2Eh4cbiZW7d+8+tM65c+eoUaMGNjY2/PLLL+zfv58OHToYf+uTJk1i/PjxjBs3jt9++4169erx5ptvpvvbGzJkCJ9++ikHDhwga9asvPPOO/Tr149Jkyaxfft2Tpw4weDBgzOMPSEhgevXr5t9REREREREMoMp9cGfwR/hxo0buLu7M2XKFDp16mR27vTp0xQuXJjZs2fTsWNHAKKiovD19SU6OpoSJUoQGhpK+/btiYiIoEyZMgAcP34cb29vwsPDjen0f/31FwUKFGDevHm8/fbbRr0TJ05QtGhRAN5//30WLFjAhQsXcHBwAKB+/fp4enoyY8YMYmNjKVKkCLGxseTNm9eIs27dulSuXJnPPvvsoWOsWrUqRYoUYeHChQ89X7ZsWd566y1CQkKAe7MafvnlF3bt2gWAl5cXI0aMoHXr1kadkSNHsnbtWn799dcnvdR069aN8+fPGwmTvHnz8vHHH9O3b1/g3iyCwoULU6FCBWOzwoCAAJKTk9m+fTtwb9ZDjhw5aNasGfPnzwfg/Pnz5MmTh507d/Lqq68SFhZGrVq1uHr1Ks7Ozg+91tOmTWP48OGcP38eAH9/fwYMGECjRo0YMWIECxcuZObMmaSmpvLBBx/w999/c/r0aWJiYvD39+f8+fPcuHEDV1dXFi9eTPPmzQGIj48nb968dO7cmS+//PKJ/haCgoK4dOkSGzZsMK5Vv379WLNmDYcPH+bIkSP4+PgYswAATpw4QbFixZg4caIxW8JkMrFy5UqaNm3KwoULGTlyJNHR0ZhMJgDu3r2Ls7Mzq1at4vXXX093fwYOHMjSpUs5evQo2bJlS3c+X758fPjhhwwcONA4VrlyZSpVqsTUqVMf+t/L0qVLad26NZs3b6Z27doAjBkzhtDQUI4cOfLQv5OhQ4eaJXH+L4CBYGX70Doi8mipsSGZHYKIiIiIxa5fv06OHDmIj4/HycnpufT5VDMYoqOjSUhIoE6dOhmW8fPzM/6dJ08eALNfj62trc3KREdHkzVrVrOlB66urhQvXpzo6GjjmL29vfHAC+Dh4YGnp6eRXEg7ltZXZGQkycnJeHt74+DgYHy2bt1qzEC4//j7778PQERExCPHFxQUxOLFiwFITU1lyZIlBAUFAXDr1i1iYmLo2LGjWdsjR440+mzQoIFx3NfX12h36tSpVKhQAXd3dxwcHPj666+JjY0F7j2Ix8XFmV2jrFmzGg/QGV3/LFmy4OrqSunSpc2uEfDIX/QfvNZ58uQxKx8ZGWkkAH788UeGDBlCQEAAtWrV4tNPPzWrd/XqVeDe0pnExERjNghAjhw5KF68uPH9Sf4WoqOj8ff3N4vX39+f48ePk5yczNGjR8maNSvly5c3znt5eeHi4pLheA8dOsSJEydwdHQ07k3OnDm5c+eO2WyV+0VERFC9evWHJheuX7/On3/++dA47/+bBvP7lXZvHrxfj7pXAwYMID4+3vicPXs2w7IiIiIiIiL/pqfa5NHOzu6xZe5/4Er7NTglJcWsjbTjT+PBBzmTyfTQY2l93bx5kyxZsrB//36yZMliVi4tKXH/KzXTMjqPG2Pr1q3p378/Bw4c4O+//+bs2bO0bNnS6BNg1qxZ6fZqSIth9uzZ/P3332ZjWrp0KX369GH8+PFUqVIFR0dHvvjiC3bv3v3IWB7mcdfpYffkSdq4f6JLUlKScZ3u3r1L9uzZjXP3J3wOHDiAl5fXU4/hebt58yYVKlRg0aJF6c65u7s/tM6T/LfwJB52bx489qh7ZWNjg42NzTOJRURERERExBJPNYOhWLFi2NnZsXnz5mcWgI+PD0lJSWYP03/99RdHjx6lZMmS/7jdcuXKkZyczMWLF/Hy8jL7pL014f5juXLlAu79ovyo8eXPn5+aNWuyaNEiFi1axGuvvWbU9fDwIG/evJw8eTJdn4ULFwbuTZ1PO1aoUCEAY0nABx98QLly5fDy8jL75TxHjhzkyZPH7BolJSWxf//+f3x9LOHl5UVkZCQA1apVY9KkSVy9epWrV68am1MePnyYrl27Gks6ihQpQrZs2di7d6/RTnx8PMeOHTO+P8nfgo+PD+Hh4WbxhIeH4+3tTZYsWShevDhJSUkcPHjQOH/ixAljJsXDlC9fnuPHj5MrV6509y2j13f6+fmxfft2s31C0jg5OZE3b96HxmnJ37SIiIiIiMiL7KkSDLa2tvTv359+/foxf/58YmJi2LVrF3PmzPnHARQrVowmTZrQuXNnduzYwaFDh3j33XfJly8fTZo0+cftent7ExQURHBwMCtWrODUqVPs2bOH0aNHs2bNmgzrDRkyhCVLljBkyBCio6OJjIzk888/NysTFBTE0qVL+e6774zlEWmGDRvG6NGjmTx5MseOHSMyMpK5c+cyYcKER16Dffv2sX79eo4dO0ZISIjZgzjARx99xJgxY1i1ahVHjhzhgw8+MN788LwFBgYydepU4N4eAHfv3sXV1ZX8+fPzyiuvcObMGerXr0/37t1p164dAI6OjrRt25a+ffuyZcsWDh8+TMeOHbGysjJ+uX+Sv4XevXuzefNmRowYwbFjx5g3bx5TpkwxNqEsUaIEdevWpUuXLuzZs4eDBw/SpUuXR86cCQoKws3NjSZNmrB9+3ZOnTpFWFgYPXr04I8//gBg5cqVlChRwqjTrVs3rl+/TqtWrdi3bx/Hjx9nwYIFHD16FIC+ffvy+eef8+2333L06FE++eQTIiIi+Oijj579DREREREREXkBPPVbJEJCQujduzeDBw/Gx8eHli1bPnKN+JOYO3cuFSpUoFGjRlSpUoXU1FTWrl370PXtT9tucHAwvXv3pnjx4jRt2pS9e/dSsGDBDOsEBATw3XffsXr1asqWLUvt2rXZs2ePWZnmzZvz119/cfv2bZo2bWp2rlOnTsyePZu5c+dSunRpatasSWhoqDGD4WHee+89mjVrRsuWLXnllVf466+/+OCDD8zK9O7dmzZt2tC2bVtjGUXa6zOft549e7J582Zmz56Nm5sbO3bs4MKFC1y6dIkRI0Zw/vx5zp49S5cuXczqTZgwgSpVqtCoUSPq1q2Lv7+/8TrPNI/7WyhfvjzLli1j6dKllCpVisGDBzN8+HAjkQEwf/58PDw8qFGjBoGBgXTu3BlHR0ezfu5nb2/Ptm3bKFiwIM2aNcPHx4eOHTty584dY+lMfHy8kTyAe3tD/PLLL9y8eZOaNWtSoUIFZs2aZcTZo0cPevXqRe/evSldujTr1q1j9erVFCtW7JncAxERERERkRfNU71FQiTNwYMHeeONN6hduzY9evSgfPnyZM2alePHj/PVV19x/vx5s9dsPsytW7fIly8f48ePN96k8G/4448/KFCgAJs2bXrkBp4vg7SdYvUWCZF/Tm+REBERkZfBC/8WCZE05cqVIyIiAldXVxo3boyNjQ3ZsmXj1VdfJSkpicmTJ6erc/DgQZYsWUJMTAwHDhwwlpdYshTmYX755RdWr17NqVOn+PXXX2nVqhWenp7UqFHjmfYjIiIiIiIi/+ep3iIhcr9cuXIxadIkvvzySy5dukRSUhK5c+fGyirjvNW4ceM4evQo1tbWVKhQge3bt+Pm5vZM40pMTGTgwIGcPHkSR0dHqlatyqJFiyxeciMiIiIiIiIZ0xIJkZeIlkiIWE5LJERERORloCUSIiIiIiIiIvKfpASDiIiIiIiIiFhMCQYRERERERERsZgSDCIiIiIiIiJiMb1FQuQlFB/V/7lt5CIiIiIiIgKawSAiIiIiIiIiz4ASDCIiIiIiIiJiMSUYRERERERERMRiSjCIiIiIiIiIiMWUYBARERERERERiynBICIiIiIiIiIWU4JBRERERERERCyWNbMDEJFnL0fJz8HKNrPDEPmfkBobktkhiIiIiLwQNINBRERERERERCymBIOIiIiIiIiIWEwJBhERERERERGxmBIMIiIiIiIiImIxJRhERERERERExGJKMIiIiIiIiIiIxZRgEBERERERERGLKcEgIiIiIiIiIhZTgkH+Uzw9Pfnyyy//9X7CwsIwmUxcu3btX+9LRERERETkZaAEg2SqxMREvv76a+rWrUu+fPnInTs3VatWZdy4cdy+fTtd+b1799KlS5cnbl+JAhERERERkecja2YHIC+Xu3fvYm1t/URlT548SZMmTbCysqJr1674+fnh4ODAkSNHmDt3LlOnTmX9+vV4e3sbddzd3f+t0EVERERERMQCmsHwEvj+++8pXbo0dnZ2uLq6UrduXW7dugXA7Nmz8fHxwdbWlhIlSjBt2jSzun/88QetW7cmZ86cZM+enYoVK7J7924A2rVrR9OmTc3K9+zZk4CAAON7QEAA3bp1o2fPnri5uVGvXj0Afv/9dxo0aICDgwMeHh60adOGy5cvG/Xi4+OpV68egYGBRERE8P7771O1alX8/Pxo0aIFP//8MwMHDuT111/n6tWrRr0Hl0iYTCZmz55NYGAg9vb2FCtWjNWrVwNw+vRpatWqBYCLiwsmk4l27doBkJKSwujRoylcuDB2dnaUKVOG77///qmu+7Vr13jvvffw8PDA1taWUqVK8dNPPxnnly9fjq+vLzY2Nnh6ejJ+/Hiz+p6enowcOZLg4GAcHBwoVKgQq1ev5tKlSzRp0gQHBwf8/PzYt2/fU8UlIiIiIiKSGZRg+I+Li4ujdevWdOjQgejoaMLCwmjWrBmpqaksWrSIwYMHM2rUKKKjo/nss88ICQlh3rx5ANy8eZOaNWty7tw5Vq9ezaFDh+jXrx8pKSlPFcO8efOwtrYmPDycGTNmcO3aNWrXrk25cuXYt28f69at48KFC7Ro0cKoM2bMGCpUqMDw4cOJj48nKCjIWB4xefJkGjRoQOfOnalevfr/Y+++w3O6/z+OP++EDBlGxN5iRETsFSNGa9QuvlUVW21KUCMRo6iiQkntVaNau3a1UWLECqlExGrQGDWS2iL5/eHK+bkrQUWl9PW4rvu6cs5nvc+5+eO878/nc56758KoUaNo3bo1x44do2HDhrRt25br16+TN29eVq1aBUBkZCQxMTEEBAQAMH78eBYvXszXX3/N8ePH+eSTT/joo4/YuXPnC11zQkICDRo0IDg4mG+++Ybw8HAmTJiApaUlAIcOHaJ169Z88MEHhIWF4e/vj6+vLwsXLjTr58svv8TT05MjR47w3nvv0a5dO7y9vfnoo484fPgwhQsXxtvbm8TExGTjuH//PnFxcWYfERERERGRtKAlEm+4mJgY4uPjadGiBfnz5wfA3d0dgJEjRzJ58mRatGgBQMGCBQkPD2fWrFm0b9+eZcuWcfXqVQ4cOECWLFkAcHFx+dsxFClShIkTJxrHY8eOpUyZMowbN844N3/+fPLmzcvJkycpWrQoS5YsYcuWLQAMHDiQs2fPsm7dOq5cuUK3bt0oVqwY8HgWxfDhwxk1alSK43fo0IE2bdoAMG7cOKZNm0ZISAj169c3ritbtmxkypQJePxQPm7cOH788UeqVKkCQKFChdi9ezezZs2iZs2az73mH3/8kZCQECIiIowlHIUKFTLKp0yZQp06dfD19QWgaNGihIeH88UXXxizKAAaNmzIxx9/DICfnx+BgYFUqFCBVq1aATBkyBCqVKnC5cuXyZEjx1NxjB8//pn3RkRERERE5HVRguEN5+HhQZ06dXB3d6devXq8++67tGzZEisrK06fPk3nzp3p2rWrUT8+Pp6MGTMCEBoaSpkyZYyH8JdVrlw5s+OjR4/y888/Y29v/1Td06dPkzVrVv78809KliwJwIYNG1i7di2VKlUCoHfv3mzfvh2AnDlzmi2RSE6pUqWMv+3s7HB0dOTKlSsp1j916hR37tzhnXfeMTv/4MEDypQp88yxkoSGhpInTx6z/SGeFBERQdOmTc3OeXp6MnXqVB49emTMdHgy9uzZswP/nyB68tyVK1eSTTAMHTqUAQMGGMdxcXHkzZv3ha5BRERERETkVVKC4Q1naWnJ9u3b2bNnD9u2bWP69OkMHz6cDRs2ADBnzhzjwf3JNgC2trbP7NvCwuKpqfkPHz58qp6dnZ3Z8a1bt2jcuDGff/75U3Vz5szJ7du3sbGxMc49ePDArI8nExOHDx9+7qyK9OnTmx2bTKZnLvO4desWABs3biR37txmZdbW1s8cK8nz7t2LejJ2k8mU4rmUrsfa2vqFYxYREREREfknKcHwFjCZTHh6euLp6Ymfnx/58+cnODiYXLlycebMGdq2bZtsu1KlSjF37lyuX7+e7CwGZ2dnfv31V7NzoaGhTz3Q/1XZsmVZtWoVBQoUIF26p/+J2dra8uDBAy5fvkz27NmpVq0aEydONGKZM2cOWbNmZc+ePQwfPpz58+f/jbthLumNFo8ePTLOlShRAmtra6Kjo19oOURySpUqxYULF4wlH3/l6upKcHCw2bng4GCKFi1qJHhERERERETeJtrk8Q23f/9+xo0bx8GDB4mOjmb16tVcvXoVV1dXRo0axfjx45k2bRonT54kLCyMBQsWMGXKFADatGlDjhw5aNasGcHBwZw5c4ZVq1axd+9eAGrXrs3BgwdZvHgxUVFRjBw58qmEQ3J69erF9evXadOmDQcOHOD06dNs3bqVjh078ujRIywsLGjSpInxRouAgACOHDmCvb097u7uvPPOO+zcuZNOnToREBBAnTp1Xvr+5M+fH5PJxA8//MDVq1e5desWDg4O+Pj48Mknn7Bo0SJOnz7N4cOHmT59urEB5l9dvHiR4sWLExISAkDNmjWpUaMG77//Ptu3b+fs2bNs3rzZbF+JHTt2MGbMGE6ePMmiRYv46quv8PHxeelrERERERER+TfTDIY3nKOjI7/88gtTp04lLi6O/PnzM3nyZBo0aABAhgwZ+OKLLxg0aBB2dna4u7vTv39/4PGv+9u2bWPgwIE0bNiQ+Ph4SpQowYwZMwCoV68evr6+DB48mHv37tGpUye8vb0JCwt7Zky5cuUiODiYIUOG8O6773L//n3y589P/fr1sbB4nNPy8/OjYsWKVK5cmQYNGhAeHs6lS5fInDkzCQkJDB8+nKxZs6b6/uTOnZtRo0bx6aef0rFjR7y9vVm4cCFjxozB2dmZ8ePHc+bMGTJlykTZsmUZNmxYsv08fPiQyMhI7ty5Y5xbtWoVPj4+tGnThtu3b+Pi4sKECROAx7M4Vq5ciZ+fH2PGjCFnzpyMHj3abINHERERERGRt4kpMaX334n8w7Zt28YHH3zARx99RNeuXXFzcwMgLCyMSZMm4ezsbMy2kBcTFxf3eBPP3MPAwub5DUQk1RKjfdM6BBEREZGnJD0bxMbG4ujo+FrG1BIJSTPvvvsuhw4d4s8//6R69epYWVlhZWVFgwYNyJMnD/7+/mkdooiIiIiIiLwgzWCQf4WEhAQuX76MhYWF8WpG+fs0g0Hk9dMMBhEREfk3SosZDNqDQf4VLCwsyJkzZ1qHISIiIiIiIi9JSyREREREREREJNWUYBARERERERGRVFOCQURERERERERSTQkGEREREREREUk1bfIo8haKDR/y2naKFRERERERAc1gEBEREREREZFXQAkGEREREREREUk1JRhEREREREREJNWUYBARERERERGRVFOCQURERERERERSTQkGEREREREREUk1vaZS5C2UscTnYGGT1mGIyBssMdo3rUMQERGRN4xmMIiIiIiIiIhIqinBICIiIiIiIiKppgSDiIiIiIiIiKSaEgwiIiIiIiIikmpKMIiIiIiIiIhIqinBICIiIiIiIiKppgSDiIiIiIiIiKSaEgwiIiIiIiIikmpKMMhbp0CBAkydOvWZdUwmE2vXrgXg3LlzmEwmQkND//HYRERERERE3lZKMMg/6uHDh8yePZu6deuSO3ducuTIQdWqVZk0aRJ37txJ6/BERERERETkFUmX1gHI2+vMmTM0bdoUCwsLevToQalSpbC3t+fEiRMsWLCAGTNmsHXrVooWLZrWoYqIiIiIiEgqaQbDf1RCQgITJ07ExcUFa2tr8uXLx2effWYsF1i9ejW1atUiQ4YMeHh4sHfvXqPttWvXaNOmDblz5yZDhgy4u7uzfPlys/5jY2OpV68ezZs3JzQ0lO7du1O1alVKlSpF69at2bx5M8OGDePdd9/lxo0bAAwbNoxKlSo9FauHhwejR48GwMvLi/79+5uVN2vWjA4dOqR4rVFRUdSoUQMbGxtKlCjB9u3bk6134sQJqlatio2NDSVLlmTnzp3PvIf3799nyJAh5M2bF2tra1xcXJg3b55RvnPnTipWrIi1tTU5c+bk008/JT4+3ij38vKiT58+9O/fn8yZM5M9e3bmzJnD7du36dixIw4ODri4uLB58+ZnxiEiIiIiIvJvoATDf9TQoUOZMGECvr6+hIeHs2zZMrJnz26UDx8+HB8fH0JDQylatCht2rQxHo7v3btHuXLl2LhxI7/++ivdunWjXbt2hISEGO0nTJhAuXLlGD16NLGxsbRt29ZYHjFt2jQaNGhA165dqV69urFfQtu2bQkJCeH06dNGP8ePH+fYsWN8+OGHL3WdCQkJtGjRAisrK/bv38/XX3/NkCFDkq07aNAgBg4cyJEjR6hSpQqNGzfm2rVrKfbt7e3N8uXLmTZtGhEREcyaNQt7e3sALl68SMOGDalQoQJHjx4lMDCQefPmMXbsWLM+Fi1aRNasWQkJCaFPnz706NGDVq1aUbVqVQ4fPsy7775Lu3btUlxOcv/+feLi4sw+IiIiIiIiaUEJhv+gP//8k4CAACZOnEj79u0pXLgw1apVo0uXLkYdHx8f3nvvPYoWLcqoUaP47bffOHXqFAC5c+fGx8eH0qVLU6hQIfr06UP9+vVZuXKl0X7JkiWMGDECgIEDB3L27FnWrVvH0KFDGT9+PHfv3gWgQ4cObN26FQA3Nzc8PDxYtmyZ0c/SpUupVKkSLi4uL3WtP/74IydOnGDx4sV4eHhQo0YNxo0bl2zd3r178/777+Pq6kpgYCAZM2Y0m5HwpJMnT7Jy5Urmz59P8+bNKVSoEHXq1OF///sfADNnziRv3rx89dVXFC9enGbNmjFq1CgmT55MQkKC0Y+HhwcjRoygSJEiDB06FBsbG7JmzUrXrl0pUqQIfn5+XLt2jWPHjiUbx/jx48mYMaPxyZs370vdJxERERERkdRSguE/KCIigvv371OnTp0U65QqVcr4O2fOnABcuXIFgEePHjFmzBjc3d3JkiUL9vb2bN26lejoaACuX7/On3/+ScmSJQHYsGEDkyZNolKlSjRu3JjevXub9Z20RAIez2JISjAkJiayfPly2rZtm6przZs3L7ly5TLOValSJdm6T55Ply4d5cuXJyIiItm6oaGhWFpaUrNmzRTHrVKlCiaTyTjn6enJrVu3uHDhgnHuyftsaWmJk5MT7u7uxrmkWSVJ9/6vhg4dSmxsrPE5f/58svVERERERET+adrk8T/I1tb2uXXSp09v/J30kJz0y/sXX3xBQEAAU6dOxd3dHTs7O/r378+DBw8AiI+Px8bGxmj/4MED7OzsjOOkZQQAhw8fNpud0KZNG4YMGcLhw4e5e/cu58+fN2YFAFhYWJCYmGgW68OHD1/oul+lF7mHL+LJ+wyP7/Wz7v1fWVtbY21t/UpiERERERERSQ3NYPgPKlKkCLa2tuzYseOl2gcHB9O0aVM++ugjPDw8KFSoECdPnjTKs2bNyoMHD7h8+TIA1apVY+LEidy9e5eLFy8yZ84cAPbs2cPw4cMZMGCA0TZPnjzUrFmTpUuXsnTpUt555x2yZctmlDs7OxMTE2McP3r0iF9//TXFWF1dXTl//rxZm3379iVb98nz8fHxHDp0CFdX12Truru7k5CQkOJGkK6uruzdu9csGRIcHIyDgwN58uRJMV4REREREZE3lRIM/0E2NjYMGTKEwYMHs3jxYk6fPs2+fftS3G/gr4oUKcL27dvZs2cPERERfPzxx0YyAR7PMmjSpAkzZ84EICAggCNHjmBvb4+7uzvvvPMOO3fupFOnTgQEBDy1VKNt27asWLGC77777qnlEbVr12bjxo1s3LiREydO0KNHD27evJlirHXr1qVo0aK0b9+eo0ePsmvXLoYPH55s3RkzZrBmzRpOnDhBr169uHHjBp06dTLKixcvzpo1awAoUKAA7du3p1OnTqxdu5azZ88SFBRk7EPRs2dPzp8/T58+fThx4gTr1q1j5MiRDBgwAAsL/bcTEREREZG3j5ZI/Ef5+vqSLl06/Pz8+P3338mZMyfdu3d/obYjRozgzJkz1KtXjwwZMtCtWzeaNWtGbGysUcfPz4+KFStSuXJlGjRoQHh4OJcuXSJz5swkJCQwfPhwsmbNmmz/LVu2pHfv3lhaWtKsWTOzsk6dOnH06FG8vb1Jly4dn3zyCbVq1UoxVgsLC9asWUPnzp2pWLEiBQoUYNq0adSvX/+puhMmTGDChAmEhobi4uLC+vXrzWKMjIw0u8bAwECGDRtGz549uXbtGvny5WPYsGHA440wN23axKBBg/Dw8CBLlix07tzZ2PhSRERERETkbWNK/OuCdpFXZNu2bXzwwQd89NFHdO3aFTc3NwDCwsKYNGkSzs7OTJkyJY2jfLvExcWRMWNGyD0MLGye30BEJAWJ0b5pHYKIiIikQtKzQWxsLI6Ojq9lTM3Vln/Mu+++y6FDh/jzzz+pXr06VlZWWFlZ0aBBA/LkyYO/v39ahygiIiIiIiKviGYwyGuRkJDA5cuXsbCwMF69KK+eZjCIyKuiGQwiIiJvtrSYwaA9GOS1sLCwIGfOnGkdhoiIiIiIiPxDtERCRERERERERFJNCQYRERERERERSTUlGEREREREREQk1ZRgEBEREREREZFU0yaPIm+h2PAhr22nWBEREREREdAMBhERERERERF5BZRgEBEREREREZFUU4JBRERERERERFJNCQYRERERERERSTUlGEREREREREQk1ZRgEBEREREREZFU02sqRd5CGUt8DhY2aR2GiAgAidG+aR2CiIiIvAaawSAiIiIiIiIiqaYEg4iIiIiIiIikmhIMIiIiIiIiIpJqSjCIiIiIiIiISKopwSAiIiIiIiIiqaYEg4iIiIiIiIikmhIMIiIiIiIiIpJqSjCIiIiIiIiISKopwSAiIiIiIiIiqaYEw7/IwoULyZQpk3Hs7+9P6dKl0yyef0qHDh1o1qxZWofxFJPJxNq1a9M6DBERERERkTeSEgz/Yj4+PuzYscM4ft6DeXR0ND4+Pnh4eJA1a1YKFSpEy5Yt2bJlyz8Wo5eXF/379//H+v+3jCkiIiIiIiLPpgTDv5i9vT1OTk4vVHfJkiWULFmSixcv4u/vz44dO1i+fDmVK1emW7dueHt78+jRo384YhEREREREfmvUoLhJW3ZsoVq1aqRKVMmnJycaNSoEadPnwYgKCgIk8nEzZs3jfqhoaGYTCbOnTtnnFu4cCH58uUjQ4YMNG/enGvXrpmN8eQSCX9/fxYtWsS6deswmUyYTCaCgoIA2LBhA4MGDWLbtm0sX76c5s2b4+HhQaVKlfDx8SEiIoIrV66Y/eqfFOPGjRspVaoUNjY2VK5cmV9//dWoc+3aNdq0aUPu3LnJkCED7u7uLF++3Cjv0KEDO3fuJCAgwIgp6fqOHz9Oo0aNcHR0xMHBgerVqxv3J8mkSZPImTMnTk5O9OrVi4cPHxplM2fOpEiRItjY2JA9e3Zatmz5zDEfPXpE586dKViwILa2thQrVoyAgICnvrf58+fj5uaGtbU1OXPmpHfv3il+xyNHjiRnzpwcO3YsxTobNmygQoUK2NjYkDVrVpo3b26U3bhxA29vbzJnzkyGDBlo0KABUVFRRnnSkpgffviBYsWKkSFDBlq2bMmdO3dYtGgRBQoUIHPmzPTt2zfF5ND9+/eJi4sz+4iIiIiIiKQFJRhe0u3btxkwYAAHDx5kx44dWFhY0Lx5cxISEl6o/f79++ncuTO9e/cmNDSUWrVqMXbs2BTr+/j40Lp1a+rXr09MTAwxMTFUrVqVBw8e0Lt3bxYuXEjlypXZvXs35cuXJ3v27HTv3h1vb2/Wrl3L0qVLWbZs2VMP+YMGDWLy5MkcOHAAZ2dnGjdubDzo37t3j3LlyrFx40Z+/fVXunXrRrt27QgJCQEgICCAKlWq0LVrVyOmvHnzcvHiRWrUqIG1tTU//fQThw4dolOnTsTHxxvj/vzzz5w+fZqff/6ZRYsWsXDhQhYuXAjAwYMH6du3L6NHjyYyMpItW7ZQo0aNZ46ZkJBAnjx5+O677wgPD8fPz49hw4axcuVKY8zAwEB69epFt27dCAsLY/369bi4uDx1rxMTE+nTpw+LFy9m165dlCpVKtnvZOPGjTRv3pyGDRty5MgRduzYQcWKFY3yDh06cPDgQdavX8/evXtJTEykYcOGZomUO3fuMG3aNFasWMGWLVsICgqiefPmbNq0iU2bNrFkyRJmzZrF999/n2wM48ePJ2PGjMYnb968Kf4bEhERERER+SelS+sA3lTvv/++2fH8+fNxdnYmPDz8hdoHBARQv359Bg8eDEDRokXZs2dPivsl2NvbY2try/3798mRI4dxfvv27Tg7O1O/fn1u3rxJ06ZN6d27N82bN+f7779nwoQJ1K5dGycnJxo2bMj27dspXLiw0X7kyJG88847ACxatIg8efKwZs0aWrduTe7cufHx8THq9unTh61bt7Jy5UoqVqxIxowZsbKyIkOGDGYxzZgxg4wZM7JixQrSp09vXN+TMmfOzFdffYWlpSXFixfnvffeY8eOHXTt2pXo6Gjs7Oxo1KgRDg4O5M+fnzJlygCkOKalpSWjRo0yjgsWLMjevXtZuXIlrVu3BmDs2LEMHDiQfv36GfUqVKhgFld8fDwfffQRR44cYffu3eTOnTvF7/Czzz7jgw8+MBvXw8MDgKioKNavX09wcDBVq1YFYOnSpeTNm5e1a9fSqlUrAB4+fEhgYKDxnbRs2ZIlS5Zw+fJl7O3tKVGiBLVq1eLnn3/mf//731MxDB06lAEDBhjHcXFxSjKIiIiIiEiaUILhJUVFReHn58f+/fv5448/jJkL0dHRZMiQ4bntIyIizKbTA1SpUuVvb8gYFhZmPMDu2bMHJycn44G3dOnSfPvtt0bdnDlzcuPGjafGTJIlSxaKFStGREQEAI8ePWLcuHGsXLmSixcv8uDBA+7fv//c6wsNDaV69epGciE5bm5uWFpamsUWFhYGwDvvvEP+/PkpVKgQ9evXp379+jRv3vy5486YMYP58+cTHR3N3bt3efDggbHE5MqVK/z+++/UqVPnmX188sknWFtbs2/fPrJmzfrc6+zatWuyZREREaRLl45KlSoZ55ycnMzuL0CGDBnMEj7Zs2enQIEC2Nvbm527cuVKsuNYW1tjbW39zDhFREREREReBy2ReEmNGzfm+vXrzJkzh/3797N//34AHjx4gIXF49uamJho1H9yWvyrFB8fj62trTG2nZ2dWfmTD6qHDx9OdklASr744gsCAgIYMmQIP//8M6GhodSrV48HDx48s11SPM/y1+SDyWQykjQODg4cPnyY5cuXkzNnTvz8/PDw8DDb0+KvVqxYgY+PD507d2bbtm2EhobSsWNHI9YXiQkeJzcuXrzI1q1bn1v3Rft8luTuw7PujYiIiIiIyL+VEgwv4dq1a0RGRjJixAjq1KmDq6ur2cwAZ2dnAGJiYoxzoaGhZn24uroaSYkk+/bte+a4VlZWT2325+LiYvzyX6FCBU6cOMG6detISEhg3bp1HD16lLt37/LFF19w/vx5mjRpkuKYN27c4OTJk7i6ugIQHBxM06ZN+eijj/Dw8KBQoUKcPHnyuTGVKlWKXbt2pSqpki5dOurWrcvEiRM5duwY586d46effkpxzKSlCD179qRMmTK4uLiY7Tfh4OBAgQIFzF77mZwmTZqwbNkyunTpwooVK55Zt1SpUin25+rqSnx8vNl3nPTvpkSJEs/sV0RERERE5E2kBMNLyJw5M05OTsyePZtTp07x008/ma2Dd3FxIW/evPj7+xMVFcXGjRuZPHmyWR99+/Zly5YtTJo0iaioKL766qvnLo8oUKAAx44dIzIykj/++IOHDx9St25d9u/fz8mTJ8mdOzczZsygTZs2WFlZMWHCBOrVq0e/fv3YvXs3O3bseGo6/ejRo9mxYwe//vorHTp0IGvWrDRr1gyAIkWKsH37dvbs2UNERAQff/wxly9ffiqm/fv3c+7cOWOpSO/evYmLi+ODDz7g4MGDREVFsWTJEiIjI1/o/v7www9MmzaN0NBQfvvtNxYvXkxCQgLFihVLccwiRYpw8OBBtm7dysmTJ/H19eXAgQNm/fr7+zN58mSmTZtGVFQUhw8fZvr06U+N37x5c5YsWULHjh3NNlccOnQo3t7exvHIkSNZvnw5I0eOJCIigrCwMD7//HPj3jVt2pSuXbuye/dujh49ykcffUTu3Llp2rTpC90HERERERGRN4kSDC/BwsKCFStWcOjQIUqWLMknn3zCF198YZSnT5+e5cuXc+LECUqVKsXnn3/+1BsiKleuzJw5cwgICMDDw4Nt27YxYsSIZ47btWtXihUrRvny5XF2diY4OBhHR0eGDBlC69atuXbtGp06deLmzZucP3+evXv38s033xAbG8u6devIkyfPU31OmDCBfv36Ua5cOS5dusSGDRuwsrICYMSIEZQtW5Z69erh5eVFjhw5jORDEh8fHywtLSlRogTOzs5ER0fj5OTETz/9xK1bt6hZsyblypVjzpw5z9yT4UmZMmVi9erV1K5dG1dXV77++muWL1+Om5tbimN+/PHHtGjRgv/9739UqlSJa9eu0bNnT7N+27dvz9SpU5k5cyZubm40atTI7LWRT2rZsiWLFi2iXbt2rF69Gng8IyU6Otqo4+XlxXfffcf69espXbo0tWvXNt6wAbBgwQLKlStHo0aNqFKlComJiWzatOmF74OIiIiIiMibxJT45EYB8kZKTEykZ8+e/PDDD/j5+dGsWTOcnZ25ffs2W7ZsYcyYMcydO5fy5csbbYKCgqhVqxY3btwgU6ZMaRe8vFJxcXFkzJgRcg8DC5u0DkdEBIDEaN+0DkFEROQ/J+nZIDY2FkdHx9cypt4i8RYwmUwEBgbSoEEDJk6cSPfu3UmXLh3x8fGUL1+eESNGmCUXRERERERERF41JRjeIk2aNKFJkybcvXuXP/74g0yZMuHg4JDWYYmIiIiIiMh/gBIMbyFbW1vy5s37zDpeXl5odYyIiIiIiIi8KtrkUURERERERERSTQkGEREREREREUk1JRhEREREREREJNWUYBARERERERGRVNMmjyJvodjwIa/tXbciIiIiIiKgGQwiIiIiIiIi8goowSAiIiIiIiIiqaYEg4iIiIiIiIikmhIMIiIiIiIiIpJqSjCIiIiIiIiISKopwSAiIiIiIiIiqabXVIq8hTKW+BwsbNI6DBGRpyRG+6Z1CCIiIvIP0QwGEREREREREUk1JRhEREREREREJNWUYBARERERERGRVFOCQURERERERERSTQkGEREREREREUk1JRhEREREREREJNWUYBARERERERGRVFOCQURERERERERSTQmGt5TJZGLt2rVpHcYrde7cOUwmE6GhoanqJygoCJPJxM2bN1Oss3DhQjJlypSqcURERERERP5LlGB4S8XExNCgQQPg1TyY79u3j/bt2+Pi4oKTkxOurq706NGD48ePv6KIX5+qVasSExNDxowZ0zoUERERERGRt4YSDG+ZBw8eAJAjRw6sra1T3V9CQgJ9+vShQYMGZM+enRkzZvDLL78wc+ZM7O3tqVatGjNmzEj1OK9CYmIi8fHxz61nZWVFjhw5MJlMryEqERERERGR/wYlGF6B77//Hnd3d2xtbXFycqJu3brcvn0bgLlz5+Lq6oqNjQ3Fixdn5syZZm0vXLhAmzZtyJIlC3Z2dpQvX579+/cD0KFDB5o1a2ZWv3///nh5eRnHXl5e9O7dm/79+5M1a1bq1asHmC+RKFiwIABlypTBZDLh5eXFL7/8Qvr06bl06dJT/VevXt04HjJkCPv37yciIoKJEydSr1493NzcqFWrFl988QUHDx5k8uTJfP/990ab06dP07RpU7Jnz469vT0VKlTgxx9/NBunQIECjBs3jk6dOuHg4EC+fPmYPXu2WZ2QkBDKlCmDjY0N5cuX58iRI2blSUsdNm/eTLly5bC2tmb37t3cv3+fvn37ki1bNmxsbKhWrRoHDhx4qt2TSyQWLlxIvnz5yJAhA82bN+fatWs8z7O+O4DAwEAKFy6MlZUVxYoVY8mSJWbtTSYTs2bNolGjRmTIkAFXV1f27t3LqVOn8PLyws7OjqpVq3L69OnnxiIiIiIiIpLWlGBIpZiYGNq0aUOnTp2IiIggKCiIFi1akJiYyNKlS/Hz8+Ozzz4jIiKCcePG4evry6JFiwC4desWNWvW5OLFi6xfv56jR48yePBgEhIS/lYMixYtwsrKiuDgYL7++uunykNCQgD48ccfiYmJYfXq1dSoUYNChQqZPfQ+fPiQpUuX0qlTJwDCw8NZuHAha9euJUeOHAQGBlKkSBEKFCjA9OnTKVasGOnTp2fOnDkMGjSIxMRE47oaNmzIjh07OHLkCPXr16dx48ZER0ebxTV58mQjcdCzZ0969OhBZGSk0UejRo0oUaIEhw4dwt/fHx8fn2Sv/9NPP2XChAlERERQqlQpBg8ezKpVq1i0aBGHDx/GxcWFevXqcf369WTb79+/n86dO9O7d29CQ0OpVasWY8eOfeY9f953t2bNGvr168fAgQP59ddf+fjjj+nYsSM///yzWT9jxozB29ub0NBQihcvzocffsjHH3/M0KFDOXjwIImJifTu3TvFOO7fv09cXJzZR0REREREJC2kS+sA3nQxMTHEx8fTokUL8ufPD4C7uzsAI0eOZPLkybRo0QJ4PJMgPDycWbNm0b59e5YtW8bVq1c5cOAAWbJkAcDFxeVvx1CkSBEmTpyYYrmzszMATk5O5MiRwzjfuXNnFixYwKBBgwDYsGED9+7do3Xr1gAsXbqU9u3bkytXLnbt2oWPjw9z5syhePHijBw5ktOnT5OQkECdOnWIj48nMjKS4sWL4+HhgYeHhzHOmDFjWLNmDevXrzd7WG7YsCE9e/YEHs+U+PLLL/n5558pVqwYy5YtIyEhgXnz5mFjY4ObmxsXLlygR48eT13f6NGjeeeddwC4ffs2gYGBLFy40NiDYs6cOWzfvp158+YZ1/qkgIAA6tevz+DBgwEoWrQoe/bsYcuWLSne0+d9d5MmTaJDhw7G9Q0YMIB9+/YxadIkatWqZdTr2LGjcb+HDBlClSpV8PX1NWai9OvXj44dO6YYx/jx4xk1alSK5SIiIiIiIq+LZjCkkoeHB3Xq1MHd3Z1WrVoxZ84cbty4we3btzl9+jSdO3fG3t7e+IwdO9aY8h4aGkqZMmWMB9SXVa5cuZdq16FDB06dOsW+ffuAx8sEWrdujZ2dHQBhYWFUrVoVeJx8aNu2LR9++CFly5bl66+/5tGjR0ZfOXPm5MaNG8DjX/d9fHxwdXUlU6ZM2NvbExER8dQMhlKlShl/m0wmcuTIwZUrVwCM2Qg2NjZGnSpVqiR7HeXLlzf+Pn36NA8fPsTT09M4lz59eipWrEhERESy7SMiIqhUqZLZuZTGSvK87y4iIsIsBgBPT8+nYnjyHmTPnh34/wRV0rl79+6lODNh6NChxMbGGp/z588/M24REREREZF/imYwpJKlpSXbt29nz549bNu2jenTpzN8+HA2bNgAPP71/K8Pr5aWlgDY2to+s28LCwtj2UGShw8fPlUvKSHwd2XLlo3GjRuzYMECChYsyObNmwkKCjLK4+PjjRgfPHhgNo69vb3x9+3bt4mKiqJw4cIA+Pj4sH37diZNmoSLiwu2tra0bNnS2IAySfr06c2OTSbT314eAi9//anxvO/uRT15D5I2nUzuXEr3xdra+pVs5ikiIiIiIpJamsHwCphMJjw9PRk1ahRHjhwx9kPIlSsXZ86cwcXFxeyTtOliqVKlCA0NTXFvAGdnZ2JiYszOvcyrJq2srADMZhwk6dKlC99++y2zZ8+mcOHCZr+6u7i4EBYWBkC1atVYsWIFJ06c4OHDh3z22WcAXL16lU6dOtG0aVOyZcsGQHBwMB06dKB58+a4u7uTI0cOzp0797didnV15dixY9y7d884lzTT4lmSNlUMDg42zj18+JADBw5QokSJFMd6cnPGFxnred+dq6urWQzw+L6kFIOIiIiIiMibTgmGVNq/fz/jxo3j4MGDREdHs3r1aq5evYqrqyujRo1i/PjxTJs2jZMnTxIWFsaCBQuYMmUKAG3atCFHjhw0a9aM4OBgzpw5w6pVq9i7dy8AtWvX5uDBgyxevJioqChGjhzJr7/++rdjzJYtG7a2tmzZsoXLly8TGxtrlNWrVw9HR0fGjh371Fr/5s2bM3fuXB4+fMj7779PkyZNKFGiBBkyZODmzZvkypWLunXrkjt3brPNJYsUKcLq1asJDQ3l6NGjfPjhh397ZsKHH36IyWSia9euhIeHs2nTJiZNmvTcdnZ2dvTo0YNBgwaxZcsWwsPD6dq1K3fu3KFz587Jtunbty9btmxh0qRJREVF8dVXXz21/0JISAjFixfn4sWLwPO/u0GDBrFw4UICAwOJiopiypQprF69OsWNKkVERERERN50SjCkkqOjI7/88gsNGzakaNGijBgxgsmTJ9OgQQO6dOnC3LlzWbBgAe7u7tSsWZOFCxcaMxisrKzYtm0b2bJlo2HDhri7uzNhwgRjCUW9evXw9fVl8ODBVKhQgT///BNvb++/HWO6dOmYNm0as2bNIleuXDRt2tQos7CwoEOHDjx69OipvmvVqoWLiwtdu3YlISGBWbNmERsby+XLl5k9ezYHDx7k+vXrTJkyxWyvhClTppA5c2aqVq1K48aNqVevHmXLlv1bMdvb27NhwwbCwsIoU6YMw4cP5/PPP3+hthMmTOD999+nXbt2lC1bllOnTrF161YyZ86cbP3KlSszZ84cAgIC8PDwYNu2bYwYMcKszp07d4iMjDSWqDzvu2vWrBkBAQFMmjQJNzc3Zs2axYIFC8xeMSoiIiIiIvI2MSX+dZG//Od07tyZq1evsn79+qfKbty4QcOGDQEYPnw4tWvXJkOGDFy5coWlS5eyePFidu/enSb7IMjT4uLiyJgxI+QeBhY2z28gIvKaJUb7pnUIIiIi/wlJzwaxsbE4Ojq+ljG1yeN/WGxsLGFhYSxbtizZ5AJA5syZ2blzJzNmzGDgwIGcPHkSKysrTCYT9erVY968eUouiIiIiIiIiGYw/Jd5eXkREhLCxx9/zJdffvlCbWJjY4mLiyNbtmx6e8G/kGYwiMi/nWYwiIiIvB6awSCv1ZOvpHxRGTNmfPwAKyIiIiIiIvIEbfIoIiIiIiIiIqmmBIOIiIiIiIiIpJoSDCIiIiIiIiKSakowiIiIiIiIiEiqaZNHkbdQbPiQ17ZTrIiIiIiICGgGg4iIiIiIiIi8AkowiIiIiIiIiEiqKcEgIiIiIiIiIqmmBIOIiIiIiIiIpJoSDCIiIiIiIiKSakowiIiIiIiIiEiq6TWVIm+hjCU+BwubtA5DRESeIzHaN61DEBEReWU0g0FEREREREREUk0JBhERERERERFJNSUYRERERERERCTVlGAQERERERERkVRTgkFEREREREREUk0JBhERERERERFJNSUYRERERERERCTVlGAQERERERERkVRTgkFeiJeXF/3790/rMAznzp3DZDIRGhqa1qGIiIiIiIgIkC6tA5A3w+rVq0mfPv0z65w7d46CBQty5MgRSpcu/VR5QkIC3333Hd988w1Hjx7l7t275M+fn0aNGtGnTx+cnJxeOJ68efMSExND1qxZ/+6liIiIiIiIyD9ACQZ5IVmyZHlm+YMHD55Z/scff9CyZUvOnz9Pr169GDRoEFmyZOHMmTMsW7aMEiVKsGbNGqpWrfpC8VhaWpIjR44Xjl9ERERERET+WVoi8R/i5eVF79696d27NxkzZiRr1qz4+vqSmJgIwMyZMylSpAg2NjZkz56dli1bmrV9colEgQIFGDNmDN7e3jg6OtKtWzcKFiwIQJkyZTCZTHh5eQEQHx9PkyZNKFy4MCdOnGDAgAHUqFGDkiVL0qRJE1asWMH8+fNp3rw5Z86cMcZISEhg4sSJuLi4YG1tTb58+fjss8+Ap5dI3Lhxg7Zt2+Ls7IytrS1FihRhwYIFRl8XLlygTZs2ZMmSBTs7O8qXL8/+/fuN8sDAQAoXLoyVlRXFihVjyZIlz7yX9+/fZ8iQIeTNmxdra2tcXFyYN2+eUb5z504qVqyItbU1OXPm5NNPPyU+Pt7sfvbp04f+/fuTOXNmsmfPzpw5c7h9+zYdO3bEwcEBFxcXNm/e/CJfrYiIiIiISJpTguE/ZtGiRaRLl46QkBACAgKYMmUKc+fO5eDBg/Tt25fRo0cTGRnJli1bqFGjxjP7mjRpEh4eHhw5cgRfX19CQkIA+PHHH4mJiWH16tUAzJs3D5PJxOzZs0lISKBPnz7kzp2b0qVLM3/+fNzc3Hjvvffo1q0bo0aNMvofOnQoEyZMwNfXl/DwcJYtW0b27NmTjSWpzubNm4mIiCAwMNBYPnHr1i1q1qzJxYsXWb9+PUePHmXw4MEkJCQAsGbNGvr168fAgQP59ddf+fjjj+nYsSM///xzitfu7e3N8uXLmTZtGhEREcyaNQt7e3sALl68SMOGDalQoQJHjx4lMDCQefPmMXbs2Ke+i6xZsxISEkKfPn3o0aMHrVq1omrVqhw+fJh3332Xdu3acefOnRTjuH//PnFxcWYfERERERGRtGBKTPr5Wt56Xl5eXLlyhePHj2MymQD49NNPWb9+PWPHjqVjx45cuHABBweHZNuWLl2aqVOnAo9nMJQpU4Y1a9YYdVLag8HT05OhQ4fSqFEjxowZwzfffMOsWbNITEykZ8+e3L17l3PnznH69Gk8PT25dOkSf/75J87Oznz11Vd06dLlqXj+OlaTJk3ImjUr8+fPf6ru7Nmz8fHx4dy5c8ku9fD09MTNzY3Zs2cb51q3bs3t27fZuHHjU/VPnjxJsWLF2L59O3Xr1n2qfPjw4axatYqIiAjjPs+cOZMhQ4YQGxuLhYUFXl5ePHr0iF27dgHw6NEjMmbMSIsWLVi8eDEAly5dImfOnOzdu5fKlSs/NQ6Av7+/WVLGkHsYWNgk20ZERP49EqN90zoEERF5S8XFxZExY0ZiY2NxdHR8LWNqBsN/TOXKlY2HXoAqVaoQFRVFnTp1yJ8/P4UKFaJdu3YsXbr0mb+cA5QvX/6FxgwLCzP2VtiwYQMjR47Ey8uLWrVqMWLECKNezpw5uXHjBgARERHcv3+fOnXqvNAYPXr0YMWKFZQuXZrBgwezZ88eoyw0NJQyZcqkuI9EREQEnp6eZuc8PT2JiIhItn5oaCiWlpbUrFkzxf6qVKlidp89PT25desWFy5cMM6VKlXK+NvS0hInJyfc3d2Nc0mzNa5cuZLSZTN06FBiY2ONz/nz51OsKyIiIiIi8k9SgkEAsLe35/DhwyxfvpycOXPi5+eHh4cHN2/eTLGNnZ3dC/UdHx+Pra0t8HgzyCfbJS0rADh8+DAuLi4ARv0X1aBBA3777Tc++eQTfv/9d+rUqYOPj89L9fU8r6q/v76Vw2QymZ1LSlAkLeVIjrW1NY6OjmYfERERERGRtKAEw3/MkxsbAuzbt48iRYpgaWlJunTpqFu3LhMnTuTYsWOcO3eOn3766YX7trKyAh5P93+Si4sLYWFhAFSrVo2AgABu3LjBjRs3CAgIAOD48eP06NGDQYMGAVCkSBFsbW3ZsWPHC4/v7OxM+/bt+eabb5g6daqx5KFUqVKEhoZy/fr1ZNu5uroSHBxsdi44OJgSJUokW9/d3Z2EhAR27tyZYn979+7lydVHwcHBODg4kCdPnhe+HhERERERkTeJEgz/MdHR0QwYMIDIyEiWL1/O9OnT6devHz/88APTpk0jNDSU3377jcWLF5OQkECxYsVeuO9s2bJha2vLli1buHz5MrGxsQA0b96cGTNmAI/3DHjw4AFOTk7kyZOHSpUq8dtvv1G/fn369OlDhw4dALCxsWHIkCEMHjyYxYsXc/r0afbt22f2poYn+fn5sW7dOk6dOsXx48f54YcfcHV1BaBNmzbkyJGDZs2aERwczJkzZ1i1ahV79+4FYNCgQSxcuJDAwECioqKYMmUKq1evNmZAABQvXtzYb6JAgQK0b9+eTp06sXbtWs6ePUtQUBArV64EoGfPnpw/f54+ffpw4sQJ1q1bx8iRIxkwYAAWFvovJyIiIiIib6d0aR2AvF7e3t7cvXuXihUrYmlpSb9+/ejWrRvBwcGsXr0af39/7t27R5EiRVi+fDlubm4v3He6dOmYNm0ao0ePxs/Pj+rVqxMUFET//v1xd3dn7ty5dOnShd27d3P16lXs7OywsrKif//+yb4dwtfXl3Tp0uHn58fvv/9Ozpw56d69e7JjW1lZMXToUM6dO4etrS3Vq1dnxYoVRtm2bdsYOHAgDRs2JD4+nhIlShhJj2bNmhEQEMCkSZPo168fBQsWZMGCBcZrNgEiIyONhAk8fq3lsGHD6NmzJ9euXSNfvnwMGzYMgNy5c7Np0yYGDRqEh4cHWbJkoXPnzmb7TYiIiIiIiLxt9BaJ/5C/vgnidTpy5AjvvfcetWvXpm/fvpQtW5Z06dIRFRXF9OnTuXTpkjEDQF5e0k6xeouEiMibQW+REBGRf4reIiFvrTJlyhAaGoqTkxONGzfG2tqa9OnTU7lyZeLj45k2bVpahygiIiIiIiKpoCUS8tpky5aNgIAApk6dytWrV4mPjydHjhzal0BEREREROQtoATDf0hQUFBahwA8fv1itmzZ0joMEREREREReYX007GIiIiIiIiIpJoSDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqmmTR5F3kKx4UNe27tuRUREREREQDMYREREREREROQVUIJBRERERERERFJNCQYRERERERERSTUlGEREREREREQk1ZRgEBEREREREZFUU4JBRERERERERFJNr6kUeQtlLPE5WNikdRgiIvISEqN90zoEERGRl6IZDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqmmBIOIiIiIiIiIpJoSDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqmmBIOIiIiIiIiIpJoSDCIiIiIiIiKSakowCF5eXvTv3z+tw3iuc+fOYTKZCA0NfeE2b8q1iYiIiIiIvOmUYBBWr17NmDFjnlnneQ/3CQkJfPvttzRu3Jh8+fLh7OxM+fLl8ff359q1a/9A1CIiIiIiIvJvki6tA5C0lyVLlmeWP3jw4Jnlf/zxBy1btuT8+fP06tWLQYMGkSVLFs6cOcOyZcsoUaIEa9asoWrVqq8ybBEREREREfkX0QyGt4SXlxe9e/emd+/eZMyYkaxZs+Lr60tiYiIAM2fOpEiRItjY2JA9e3Zatmxp1vbJZQQFChRgzJgxeHt74+joSLdu3ShYsCAAZcqUwWQy4eXlBUB8fDxNmjShcOHCnDhxggEDBlCjRg1KlixJkyZNWLFiBfPnz6d58+acOXPGGGPLli1Uq1aNTJky4eTkRKNGjTh9+rTZNYWEhFCmTBlsbGwoX748R44ceeq6d+7cScWKFbG2tiZnzpx8+umnxMfHm9WJj49P8b4A3L9/Hx8fH3Lnzo2dnR2VKlUiKCjomff75s2bfPzxx2TPnh0bGxtKlizJDz/8YJSvWrUKNzc3rK2tKVCgAJMnTzZrX6BAAcaOHYu3tzf29vbkz5+f9evXc/XqVZo2bYq9vT2lSpXi4MGDz4zj/v37xMXFmX1ERERERETSghIMb5FFixaRLl06QkJCCAgIYMqUKcydO5eDBw/St29fRo8eTWRkJFu2bKFGjRrP7GvSpEl4eHhw5MgRfH19CQkJAeDHH38kJiaG1atXAzBv3jxMJhOzZ88mISGBPn36kDt3bkqXLs38+fNxc3Pjvffeo1u3bowaNcro//bt2wwYMICDBw+yY8cOLCwsaN68OQkJCQDcunWLRo0aUaJECQ4dOoS/vz8+Pj5mMV68eJGGDRtSoUIFjh49SmBgIPPmzWPs2LEvdF+S9O7dm71797JixQqOHTtGq1atqF+/PlFRUcnem4SEBBo0aEBwcDDffPMN4eHhTJgwAUtLSwAOHTpE69at+eCDDwgLC8Pf3x9fX18WLlxo1s+XX36Jp6cnR44c4b333qNdu3Z4e3vz0UcfcfjwYQoXLoy3t7dZMuSvxo8fT8aMGY1P3rx5n/W1ioiIiIiI/GNMic96epE3hpeXF1euXOH48eOYTCYAPv30U9avX8/YsWPp2LEjFy5cwMHBIdm2pUuXZurUqcDjX9fLlCnDmjVrjDrnzp2jYMGCHDlyhNKlSxvnPT09GTp0KI0aNWLMmDF88803zJo1i8TERHr27Mndu3c5d+4cp0+fxtPTk0uXLiUb/x9//IGzszNhYWGULFmS2bNnM2zYMC5cuICNjQ0AX3/9NT169DBiGD58OKtWrSIiIsK45pkzZzJkyBBiY2OxsLB45n0JDw8nOjqaQoUKER0dTa5cuYx46tatS8WKFRk3btxTsW7bto0GDRoQERFB0aJFnypv27YtV69eZdu2bca5wYMHs3HjRo4fP27c4+rVq7NkyRIALl26RM6cOfH19WX06NEA7Nu3jypVqhATE0OOHDmSvW/379/n/v37xnFcXNzjJEPuYWBhk2wbERH5d0uM9k3rEERE5C0QFxdHxowZiY2NxdHR8bWMqRkMb5HKlSsbD9EAVapUISoqijp16pA/f34KFSpEu3btWLp0KXfu3HlmX+XLl3+hMcPCwoy9FTZs2MDIkSPx8vKiVq1ajBgxwqiXM2dObty4YRxHRUXRpk0bChUqhKOjIwUKFAAgOjoagIiICEqVKmUkF5Ku50kRERFUqVLF7Jo9PT25desWFy5ceO59efToEWFhYTx69IiiRYtib29vfHbu3PnUko0koaGh5MmTJ9nkQlJcnp6eZuc8PT2NMZOUKlXK+Dt79uwAuLu7P3XuypUryY4DYG1tjaOjo9lHREREREQkLWiTx/8Ae3t7Dh8+TFBQENu2bcPPzw9/f38OHDhApkyZkm1jZ2f3Qn3Hx8dja2sLPN4M8sl29vb2xt+HDx/GxcXFOG7cuDH58+dnzpw55MqVi4SEBEqWLPncDSVftVu3bmFpacmhQ4eMJQ5Jnoz/SUnXm1rp06c3/k5KgCR3LmnZiIiIiIiIyL+ZZjC8Rfbv3292vG/fPooUKYKlpSXp0qWjbt26TJw4kWPHjnHu3Dl++umnF+7bysoKwOwXeAAXFxfCwsIAqFatGgEBAdy4cYMbN24QEBAAwPHjx+nRoweDBg0C4Nq1a0RGRjJixAjq1KmDq6ur2ewGAFdXV44dO8a9e/fMruevdfbu3Wu2R0FwcDAODg7kyZPnhe5LmTJlePToEVeuXMHFxcXsk9KyhFKlSnHhwgVOnjyZbLmrqyvBwcFm54KDgylatOhTSQwREREREZG3hRIMb5Ho6GgGDBhAZGQky5cvZ/r06fTr148ffviBadOmERoaym+//cbixYtJSEigWLFiL9x3tmzZsLW1ZcuWLVy+fJnY2FgAmjdvzowZMwDw9/fnwYMHODk5kSdPHipVqsRvv/1G/fr16dOnDx06dAAgc+bMODk5MXv2bE6dOsVPP/3EgAEDzMb78MMPMZlMdO3alfDwcDZt2sSkSZPM6vTs2ZPz58/Tp08fTpw4wbp16xg5ciQDBgzAwuL//2mndF8AihYtStu2bfH29mb16tWcPXuWkJAQxo8fz8aNG4HHm0kWL17c2OiyZs2a1KhRg/fff5/t27dz9uxZNm/ezJYtWwAYOHAgO3bsYMyYMZw8eZJFixbx1VdfPbVJpYiIiIiIyNtECYa3iLe3N3fv3qVixYr06tWLfv360a1bNzJlysTq1aupXbs2rq6ufP311yxfvhw3N7cX7jtdunRMmzaNWbNmkStXLpo2bQpA//792bFjB3PnziVr1qzs3r2by5cvc/XqVcaMGcOlS5c4f/483bp1M/qysLBgxYoVHDp0iJIlS/LJJ5/wxRdfmI1nb2/Phg0bCAsLo0yZMgwfPpzPP//crE7u3LnZtGkTISEheHh40L17dzp37my298Oz7kuSBQsW4O3tzcCBAylWrBjNmjXjwIED5MuXD4CHDx8SGRlptm/FqlWrqFChAm3atKFEiRIMHjzYmN1RtmxZVq5cyYoVKyhZsiR+fn6MHj3aSLCIiIiIiIi8jfQWibfEX98E8TolvWaxdu3a9O3bl7Jly5IuXTqioqKYPn06ly5dYuXKla89rv+ipJ1i9RYJEZE3l94iISIir4LeIiFvpDJlyhAaGoqTkxONGzfG2tqa9OnTU7lyZeLj45k2bVpahygiIiIiIiL/ML1FQl6JbNmyERAQwNSpU7l69Srx8fHkyJHDbC8EEREREREReXspwfCWCAoKSusQgMevVsyWLVtahyEiIiIiIiKvmX5eFhEREREREZFUU4JBRERERERERFJNCQYRERERERERSTUlGEREREREREQk1bTJo8hbKDZ8yGt7162IiIiIiAhoBoOIiIiIiIiIvAJKMIiIiIiIiIhIqinBICIiIiIiIiKppgSDiIiIiIiIiKSaEgwiIiIiIiIikmpKMIiIiIiIiIhIquk1lSJvoYwlPgcLm7QOQ0RE0lhitG9ahyAiIv8hmsEgIiIiIiIiIqmmBIOIiIiIiIiIpJoSDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqmmBIOIiIiIiIiIpJoSDCIiIiIiIiKSakowiIiIiIiIiEiqvVUJBpPJxNq1a9M6DADOnTuHyWQiNDT0hdu8jvi9vLzo37//PzrGq+Dv70/p0qWfWedl7nFyOnToQLNmzVLVh4iIiIiIyH9durQO4FWKiYkhc+bMwOOHz4IFC3LkyJHnPqj+WzwZ/z9l9erVpE+f/pX3Gx4ezvTp0wkKCuLKlStkyZKFqlWr0r17d6pUqfK3+/Px8aFPnz7GcYcOHbh58+a/JoEkIiIiIiIi5t6KGQwPHjwAIEeOHFhbW6dxNC/vn4w/6R5lyZIFBweHV9r3hAkTqFSpEgkJCUyaNImdO3eyYMECChUqRJMmTRg6dOjf7tPe3h4nJ6dXGqeIiIiIiIj8c146wfD999/j7u6Ora0tTk5O1K1bl9u3bwMwd+5cXF1dsbGxoXjx4sycOdOs7YULF2jTpg1ZsmTBzs6O8uXLs3//fiD56er9+/fHy8vLOPby8qJ3797079+frFmzUq9ePcB8iUHBggUBKFOmDCaTCS8vL3755RfSp0/PpUuXnuq/evXqKV7rli1bqFatGpkyZcLJyYlGjRpx+vRpszohISGUKVMGGxsbypcvz5EjR4yyhIQE8uTJQ2BgoFmbI0eOYGFhwW+//fZU/A8ePKB3797kzJkTGxsb8ufPz/jx44220dHRNG3aFHt7exwdHWndujWXL182ypOWGMydO5eCBQtiY2Nj3Lsnl0jcv38fHx8fcufOjZ2dHZUqVSIoKMgo/+2332jcuDGZM2fGzs4ONzc3Nm3aZJTPmDGDuXPncujQIWbNmsV7771HyZIlqVatGiNHjiQ8PJytW7cyefJks2ufM2cOefPmJUOGDDRv3pwpU6aQKVOmp+JP+nvRokWsW7cOk8mEyWQyi/HMmTPUqlWLDBky4OHhwd69e5PtJ8nUqVMpUKAAfzVq1CicnZ1xdHSke/fuRlImJcHBwXh5eZEhQwYyZ85MvXr1uHHjhnFf+/btS7Zs2bCxsaFatWocOHDAaBsUFITJZGLr1q2UKVMGW1tbateuzZUrV9i8eTOurq44Ojry4YcfcufOnWfGISIiIiIi8m/wUgmGmJgY2rRpQ6dOnYiIiCAoKIgWLVqQmJjI0qVL8fPz47PPPiMiIoJx48bh6+vLokWLALh16xY1a9bk4sWLrF+/nqNHjzJ48GASEhL+VgyLFi3CysqK4OBgvv7666fKQ0JCAPjxxx+JiYlh9erV1KhRg0KFCrFkyRKj3sOHD1m6dCmdOnVKcazbt28zYMAADh48yI4dO7CwsKB58+ZGzLdu3aJRo0aUKFGCQ4cO4e/vj4+Pj9HewsKCNm3asGzZMrN+ly5diqenJ/nz539qzGnTprF+/XpWrlxJZGQkS5cuNR6KExISaNq0KdevX2fnzp1s376dM2fO8L///c+sj1OnTrFq1SpWr16d4j4FvXv3Zu/evaxYsYJjx47RqlUr6tevT1RUFAC9evXi/v37/PLLL4SFhfH5559jb28PwB9//IGfnx9r1qyhaNGirFmzhpIlS5IrVy5GjBjBO++8w4kTJ1i+fDmfffYZf/75J/D4wbx79+7069eP0NBQ3nnnHT777LMU77+Pjw+tW7emfv36xMTEEBMTQ9WqVY3y4cOH4+PjQ2hoKEWLFqVNmzbEx8en2F9yduzYYfxbXr58OatXr2bUqFEp1g8NDaVOnTqUKFGCvXv3snv3bho3bsyjR48AGDx4MKtWrWLRokUcPnwYFxcX6tWrx/Xr18368ff356uvvmLPnj2cP3+e1q1bM3XqVJYtW8bGjRvZtm0b06dPTzGO+/fvExcXZ/YRERERERFJCy+1B0NMTAzx8fG0aNHCeDh2d3cHYOTIkUyePJkWLVoAj2cShIeHM2vWLNq3b8+yZcu4evUqBw4cIEuWLAC4uLj87RiKFCnCxIkTUyx3dnYGwMnJiRw5chjnO3fuzIIFCxg0aBAAGzZs4N69e7Ru3TrFvt5//32z4/nz5+Ps7Ex4eDglS5Zk2bJlJCQkMG/ePGxsbHBzc+PChQv06NHDaNO2bVsmT55MdHQ0+fLlIyEhgRUrVjBixIhkx4yOjqZIkSJUq1YNk8lkloTYsWMHYWFhnD17lrx58wKwePFi3NzcOHDgABUqVAAez4JYvHixcS+SG2PBggVER0eTK1cu4PHD/JYtW1iwYAHjxo0jOjqa999/3/h+CxUqZLRfs2YNtWrVwt3dndOnT9OmTRsmT56Mp6cnX331FT///DPDhw+nWLFiuLm5ERwcTP369Zk+fToNGjQwkjBFixZlz549/PDDD8nGaW9vj62tLffv3zf7LpP4+Pjw3nvvAY9nIbi5uXHq1CmKFy+ebH/JsbKyYv78+WTIkAE3NzdGjx7NoEGDGDNmDBYWT+fhJk6cSPny5c1m57i5uQGPE1KBgYEsXLiQBg0aAI9nbGzfvp158+YZ//YAxo4di6enJ/D43+bQoUM5ffq0cZ9btmzJzz//zJAhQ5KNe/z48c9MhIiIiIiIiLwuLzWDwcPDgzp16uDu7k6rVq2YM2cON27c4Pbt25w+fZrOnTtjb29vfMaOHWssKQgNDaVMmTJGcuFllStX7qXadejQgVOnTrFv3z4AFi5cSOvWrbGzs2PXrl1mcS9duhSAqKgo2rRpQ6FChXB0dDRmEkRHRwMQERFBqVKljGUIwFMbG5YuXRpXV1djFsPOnTu5cuUKrVq1SjHO0NBQihUrRt++fdm2bZtRFhERQd68eY3kAkCJEiXIlCkTERERxrn8+fOnmFwACAsL49GjRxQtWtTsunfu3Gl8X3379jUegkeOHMmxY8fM2ifNJNi6dSs1atSgV69elC5dmpkzZ5rtJ5EzZ05j+UBkZCQVK1Y0i+Wvx39HqVKlzMYBuHLlyt/qw8PDgwwZMhjHVapU4datW5w/fz7Z+kkzGJJz+vRpHj58aCQOANKnT0/FihXNvp+/xp49e3YyZMhglsTJnj37M69l6NChxMbGGp+U4hUREREREfmnvdQMBktLS7Zv386ePXuMKdzDhw9nw4YNwONfaytVqvRUGwBbW9tn9m1hYUFiYqLZuYcPHz5Vz87O7mVCJ1u2bDRu3JgFCxZQsGBBNm/ebKznL1++vNlSguzZswPQuHFj8ufPz5w5c8iVKxcJCQmULFnyuWv0/6pt27YsW7aMTz/9lGXLllG/fv0UNzIsW7YsZ8+eZfPmzfz444+0bt2aunXr8v3337/weM+7R7du3cLS0pJDhw4Z30+SpGUQXbp0oV69esZ0/fHjxzN58mT69OlDfHy88X0+ePDAbDwrKyusrKyAx0s6QkNDzX65f5WefCuGyWQyxoQX//f0dz3v3/GL+mvsf33Dh8lkeubyIWtr6zd6Y1MREREREXl7vPQmjyaTCU9PT0aNGsWRI0eM/RBy5crFmTNncHFxMfskbbpYqlQpQkNDn1qLnsTZ2ZmYmBizcyntH/AsSQ+3SWvin9SlSxe+/fZbZs+eTeHChY1fmm1tbc1idnBw4Nq1a0RGRjJixAjq1KmDq6ur8Ut8EldXV44dO8a9e/eMc0kzJJ704Ycf8uuvv3Lo0CG+//572rZt+8xrcHR05H//+x9z5szh22+/ZdWqVVy/fh1XV1fOnz9v9mt1eHg4N2/epESJEi98j8qUKcOjR4+4cuXKU9/Xk0sR8ubNS/fu3Vm9ejUDBw5kzpw5wOOlLWFhYQBUq1aNbdu2sW/fPh49esRXX33FzZs3iYuLY+DAgeTOndtYulGsWDGzDQ+Bp47/ysrKKtnv8nmcnZ25dOmSWZIhuX9PR48e5e7du8bxvn37sLe3N5sl8qRSpUqxY8eOZMsKFy5s/H9I8vDhQw4cOPC3vh8REREREZE3yUslGPbv38+4ceM4ePAg0dHRrF69mqtXr+Lq6sqoUaMYP34806ZN4+TJk4SFhbFgwQKmTJkCQJs2bciRIwfNmjUjODiYM2fOsGrVKmPn/9q1a3Pw4EEWL15MVFQUI0eO5Ndff/3bMWbLlg1bW1u2bNnC5cuXiY2NNcrq1auHo6MjY8eOpWPHjs/sJ3PmzDg5OTF79mxOnTrFTz/9xIABA8zqfPjhh5hMJrp27Up4eDibNm1i0qRJT/VVoEABqlatSufOnXn06BFNmjRJcdwpU6awfPlyTpw4wcmTJ/nuu+/IkSMHmTJlom7duri7u9O2bVsOHz5MSEgI3t7e1KxZk/Lly7/wPSpatCht27bF29ub1atXc/bsWUJCQhg/fjwbN24EHr9hY+vWrZw9e5bDhw/z888/4+rqCkCTJk347rvvuH79OuXLl+fTTz+levXqWFtbs23bNsqVK8cHH3zAjRs3WLNmjTFunz592LRpE1OmTCEqKopZs2axefNmY/ZBcgoUKMCxY8eIjIzkjz/+eOFZCF5eXly9epWJEydy+vRpZsyYwebNm5+q9+DBAzp37mx8fyNHjqR3797G/gtfffWV2ZKIoUOHcuDAAXr27MmxY8c4ceIEgYGB/PHHH9jZ2dGjRw8GDRrEli1bCA8Pp2vXrty5c4fOnTu/UNwiIiIiIiJvmpdKMDg6OvLLL7/QsGFDihYtyogRI5g8eTINGjSgS5cuzJ07lwULFuDu7k7NmjVZuHChMYPBysqKbdu2kS1bNho2bIi7uzsTJkwwpujXq1cPX19fBg8eTIUKFfjzzz/x9vb+2zGmS5eOadOmMWvWLHLlykXTpk3//6ItLOjQoQOPHj16bt8WFhasWLGCQ4cOUbJkST755BO++OILszr29vZs2LCBsLAwypQpw/Dhw/n888+T7a9t27YcPXqU5s2bP3OavYODg7GRYIUKFTh37hybNm3CwsICk8nEunXryJw5MzVq1KBu3boUKlSIb7/99m/coccWLFiAt7c3AwcOpFixYjRr1owDBw6QL18+4PEMkF69euHq6kr9+vUpWrSosbGhi4sLrVq1ok2bNty5cwdfX1/i4uL4/fffWb9+PZs2beLmzZssXLjQ7BWUnp6efP3110yZMgUPDw+2bNnCJ598YraHxV917dqVYsWKUb58eZydnc1mBzyLq6srM2fOZMaMGXh4eBASEmL2ho8kderUoUiRItSoUYP//e9/NGnSBH9/f6P8jz/+MHs1adGiRdm2bRtHjx6lYsWKVKlShXXr1pEu3eNVRxMmTOD999+nXbt2lC1bllOnTrF161YyZ878QnGLiIiIiIi8aUyJf12g/h/RuXNnrl69yvr169M6lDfagwcPaNWqFVFRUfj5+dGgQQMyZszIzZs3Wb16NVOmTGHLli3kyZPnmf107dqVEydOsGvXrtcU+dspLi6OjBkzQu5hYJFywkZERP4bEqN90zoEERFJI0nPBrGxsTg6Or6WMV9qk8c3WWxsLGFhYSxbtkzJhVfAysqKtWvXsmjRIj7//HPatGmDlZUVCQkJVK9enWnTpiWbXJg0aRLvvPMOdnZ2bN68mUWLFpm98lFERERERETeLP+5BEPTpk0JCQmhe/fuvPPOO2kdzlvBZDLRoUMHOnTowK1bt7h+/TrOzs7PXAISEhLCxIkT+fPPPylUqBDTpk2jS5curzFqEREREREReZX+cwmGpFdSyj/D3t7eeMXls6xcufI1RCMiIiIiIiKvy0u/plJEREREREREJIkSDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqn2n9vkUeS/IDZ8yGt7162IiIiIiAhoBoOIiIiIiIiIvAJKMIiIiIiIiIhIqinBICIiIiIiIiKppgSDiIiIiIiIiKSaEgwiIiIiIiIikmpKMIiIiIiIiIhIquk1lSJvoYwlPgcLm7QOQ0RE5KUkRvumdQgiIvISNINBRERERERERFJNCQYRERERERERSTUlGEREREREREQk1ZRgEBEREREREZFUU4JBRERERERERFJNCQYRERERERERSTUlGEREREREREQk1ZRgEBEREREREZFUU4LhP8rLy4v+/fundRip4u/vT+nSpY3jDh060KxZszSLR0RERERE5L9MCYb/qNWrVzNmzJhn1jl37hwmk4nQ0NBkyxMSEvj2229p3Lgx+fLlw9nZmfLly+Pv78+1a9f+gajN+fj4sGPHjn98HBEREREREXm+dGkdgKSNLFmyPLP8wYMHzyz/448/aNmyJefPn6dXr14MGjSILFmycObMGZYtW0aJEiVYs2YNVatWfZVhm7G3t8fe3v4f619ERERERERenGYwvMG8vLzo3bs3vXv3JmPGjGTNmhVfX18SExMBmDlzJkWKFMHGxobs2bPTsmVLs7ZPLpEoUKAAY8aMwdvbG0dHR7p160bBggUBKFOmDCaTCS8vLwDi4+Np0qQJhQsX5sSJEwwYMIAaNWpQsmRJmjRpwooVK5g/fz7NmzfnzJkzZmNMnTrV7BpKly6Nv78/AImJifj7+5MvXz6sra3JlSsXffv2TfH6/7pEIsmoUaNwdnbG0dGR7t27myVLvLy86NOnD/379ydz5sxkz56dOXPmcPv2bTp27IiDgwMuLi5s3rz5mff+/v37DBkyhLx582JtbY2Liwvz5s0zynfu3EnFihWxtrYmZ86cfPrpp8THx7/yOERERERERP4tlGB4wy1atIh06dIREhJCQEAAU6ZMYe7cuRw8eJC+ffsyevRoIiMj2bJlCzVq1HhmX5MmTcLDw4MjR47g6+tLSEgIAD/++CMxMTGsXr0agHnz5mEymZg9ezYJCQn06dOH3LlzU7p0aebPn4+bmxvvvfce3bp1Y9SoUS98LatWreLLL79k1qxZREVFsXbtWtzd3f/W/dixYwcREREEBQWxfPlyVq9e/VQMixYtImvWrISEhNCnTx969OhBq1atqFq1KocPH+bdd9+lXbt23LlzJ8VxvL29Wb58OdOmTSMiIoJZs2YZsykuXrxIw4YNqVChAkePHiUwMJB58+YxduzYVx7H/fv3iYuLM/uIiIiIiIikBS2ReMPlzZuXL7/8EpPJRLFixQgLC+PLL79k7Nix2NnZ0ahRIxwcHMifPz9lypR5Zl+1a9dm4MCBxrGlpSUATk5O5MiRwzi/ePFihg4diqWlJePGjWPbtm0sXbqUxMREevbsyd27d4HHmy56enq+8LVER0eTI0cO6tatS/r06cmXLx8VK1b8O7cDKysr5s+fT4YMGXBzc2P06NEMGjSIMWPGYGHxOJ/m4eHBiBEjABg6dCgTJkwga9asdO3aFQA/Pz8CAwM5duwYlStXfmqMkydPsnLlSrZv307dunUBKFSokFE+c+ZM8ubNy1dffYXJZKJ48eL8/vvvDBkyBD8/v1cWB8D48eP/VhJHRERERETkn6IZDG+4ypUrYzKZjOMqVaoQFRVFnTp1yJ8/P4UKFaJdu3YsXbr0mb+EA5QvX/6FxgwLCzP2VtiwYQMjR47Ey8uLWrVqGQ/MADlz5uTGjRsvfC2tWrXi7t27FCpUiK5du7JmzRqzZQUvwsPDgwwZMhjHVapU4datW5w/f944V6pUKeNvS0tLnJyczGZKZM+eHYArV64kO0ZoaCiWlpbUrFkz2fKIiAiqVKli9r14enpy69YtLly48MrigMeJidjYWOPz5HWKiIiIiIi8TkowvKXs7e05fPgwy5cvJ2fOnPj5+eHh4cHNmzdTbGNnZ/dCfcfHx2Nraws83gzyyXZPbrp4+PBhXFxcjGMLCwtjf4gkDx8+NP7OmzcvkZGRzJw5E1tbW3r27EmNGjXM6rwK6dOnNzs2mUxm55ISAwkJCcm2T7r2tI4DwNraGkdHR7OPiIiIiIhIWlCC4Q23f/9+s+N9+/ZRpEgRLC0tSZcuHXXr1mXixIkcO3aMc+fO8dNPP71w31ZWVgA8evTI7LyLiwthYWEAVKtWjYCAAG7cuMGNGzcICAgA4Pjx4/To0YNBgwYZ7ZydnYmJiTGO4+LiOHv2rFnftra2NG7cmGnTphEUFMTevXuNsV7E0aNHjSUa8Ph+2Nvbkzdv3hfu43nc3d1JSEhg586dyZa7urqyd+9es2RKcHAwDg4O5MmT55XFISIiIiIi8m+iBMMbLjo6mgEDBhAZGcny5cuZPn06/fr144cffmDatGmEhoby22+/sXjxYhISEihWrNgL950tWzZsbW3ZsmULly9fJjY2FoDmzZszY8YM4PGbHB48eICTkxN58uShUqVK/Pbbb9SvX58+ffrQoUMHo7/atWuzZMkSdu3aRVhYGO3btzf2eQBYuHAh8+bN49dff+XMmTN888032Nrakj9/fuDxcgBvb+9nxvzgwQM6d+5MeHg4mzZtYuTIkfTu3dvY9+BlFS9enDVr1gCP34bRvn17OnXqxNq1azl79ixBQUGsXLkSgJ49e3L+/Hn69OnDiRMnWLduHSNHjmTAgAGpjkNEREREROTfSps8vuG8vb25e/cuFStWxNLSkn79+tGtWzeCg4NZvXo1/v7+3Lt3jyJFirB8+XLc3NxeuO906dIxbdo0Ro8ejZ+fH9WrVycoKIj+/fvj7u7O3Llz6dKlC7t37+bq1avY2dlhZWVF//79jf0DnjR06FDOnj1Lo0aNyJgxI2PGjDGbwZApUyYmTJjAgAEDePToEe7u7mzYsAEnJycAYmJiiI6OfmbMderUoUiRItSoUYP79+/Tpk0b4zWYqREZGWkkWAACAwMZNmwYPXv25Nq1a+TLl49hw4YBkDt3bjZt2sSgQYPw8PAgS5YsdO7c2Wx/ChERERERkbeNKfGvi+LljeHl5UXp0qWZOnXqax/7yJEjvPfee9SuXZu+fftStmxZ0qVLR1RUFNOnT+fSpUvGL/ry+sTFxZExY0bIPQwsbNI6HBERkZeSGO2b1iGIiLzxkp4NYmNjX9tebZqvLS+lTJkyhIaG4uTkROPGjbG2tiZ9+vRUrlyZ+Ph4pk2bltYhioiIiIiIyGukJRLy0rJly0ZAQABTp07l6tWrxMfHkyNHDu0zICIiIiIi8h+kBMMbLCgoKK1DAB6/TjFbtmxpHYaIiIiIiIikIf3ULCIiIiIiIiKppgSDiIiIiIiIiKSaEgwiIiIiIiIikmpKMIiIiIiIiIhIqmmTR5G3UGz4kNf2rlsRERERERHQDAYREREREREReQWUYBARERERERGRVFOCQURERERERERSTQkGEREREREREUk1JRhEREREREREJNWUYBARERERERGRVNNrKkXeQhlLfA4WNmkdhoiIyCuRGO2b1iGIiMgL0AwGEREREREREUk1JRhEREREREREJNWUYBARERERERGRVFOCQURERERERERSTQkGEREREREREUk1JRhEREREREREJNWUYBARERERERGRVFOCQURERERERERSTQkGEREREREREUm1/3SCoUCBAkydOjWtw/jX8Pf3p3Tp0mkdxj+uQ4cONGvWLK3DEBEREREReav8pxMMr9qb/uDq4+PDjh07jOPUXs+tW7eYPHky1apVI0eOHOTOnZvatWsza9Ys4uPjX0HEIiIiIiIi8m+RLq0DSK0HDx5gZWWV1mG80RITE3n06BH29vbY29u/kj4PHTpE8+bNyZ8/P127dsXV1ZX06dNz7Ngxvv76a77++mu2bt1KtmzZXsl4IiIiIiIikrb+dTMYvLy86N27N7179yZjxoxkzZoVX19fEhMTgcfLGsaMGYO3tzeOjo5069YNgFWrVuHm5oa1tTUFChRg8uTJZv1euXKFxo0bY2trS8GCBVm6dKlZ+blz5zCZTISGhhrnbt68iclkIigoyDh3/PhxGjVqhKOjIw4ODlSvXp3Tp0/j7+/PokWLWLduHSaT6al2T7px4wZt27bF2dkZW1tbihQpwoIFC4zy8+fP07p1azJlykSWLFlo2rQp586dM+tj/vz5xvXmzJmT3r17v/B1BAUFYTKZ2Lx5M+XKlcPa2prdu3ebLZFI6Xpq165tjJXk6tWrWFlZGbMffvvtNxo2bIivry+7du2iffv2VKxYkTJlytC+fXv27NlD48aNadCgAQ8fPjT6mTJlCu7u7tjZ2ZE3b1569uzJrVu3jPKFCxeSKVMm1q5dS5EiRbCxsaFevXqcP3/eqJN0DbNmzSJv3rxkyJCB1q1bExsbm+x3AZCQkMD48eMpWLAgtra2eHh48P3336dYH+D+/fsMGTKEvHnzYm1tjYuLC/PmzTPKd+7cScWKFY3v59NPPzWbteHl5UWfPn3o378/mTNnJnv27MyZM4fbt2/TsWNHHBwccHFxYfPmzc+MQ0RERERE5N/iX5dgAFi0aBHp0qUjJCSEgIAApkyZwty5c43ySZMm4eHhwZEjR/D19eXQoUO0bt2aDz74gLCwMPz9/fH19WXhwoVGmw4dOnD+/Hl+/vlnvv/+e2bOnMmVK1f+VlwXL16kRo0aWFtb89NPP3Ho0CE6depEfHw8Pj4+tG7dmvr16xMTE0NMTAxVq1ZNth9fX1/Cw8PZvHkzERERBAYGkjVrVgAePnxIvXr1cHBwYNeuXQQHB2Nvb0/9+vV58OABAIGBgfTq1Ytu3boRFhbG+vXrcXFx+Zt3GT799FMmTJhAREQEpUqVMitL6Xq6dOnCsmXLuH//vlH3m2++MZY/JPXbsWNHunbtyoULF2jUqBHZsmWjXr16jBkzhh49ejB69Gjs7Oz45ptvjH4sLCyYNm0ax48fZ9GiRfz0008MHjzYLK47d+7w2WefsXjxYoKDg7l58yYffPCBWZ1Tp06xcuVKNmzYwJYtWzhy5Ag9e/ZM8T6MHz+exYsX8/XXX3P8+HE++eQTPvroI3bu3JliG29vb5YvX860adOIiIhg1qxZxuyPixcv0rBhQypUqMDRo0cJDAxk3rx5jB071qyPRYsWkTVrVkJCQujTpw89evSgVatWVK1alcOHD/Puu+/Srl077ty5k2Ic9+/fJy4uzuwjIiIiIiKSFv6VSyTy5s3Ll19+iclkolixYoSFhfHll1/StWtXAGrXrs3AgQON+m3btqVOnTr4+voCULRoUcLDw/niiy/o0KEDJ0+eZPPmzYSEhFChQgUA5s2bh6ur69+Ka8aMGWTMmJEVK1aQPn16Y6wktra23L9/nxw5cjyzn+joaMqUKUP58uWBx7Myknz77bckJCQwd+5cTCYTAAsWLCBTpkwEBQXx7rvvMnbsWAYOHEi/fv2MdknX9XeMHj2ad955J9kye3v7ZK+nRYsW9O7dm3Xr1tG6dWvg8cyCDh06YDKZuHXrFhs3buTs2bMAtG/fHnt7e7Zs2UJERATdu3fn/fffN8q2bt1Kx44dAejfv78xToECBRg7dizdu3dn5syZxvmHDx/y1VdfUalSJeDxQ7qrqyshISFUrFgRgHv37rF48WJy584NwPTp03nvvfeYPHnyU9/N/fv3GTduHD/++CNVqlQBoFChQuzevZtZs2ZRs2bNp+7NyZMnWblyJdu3b6du3bpGmyQzZ84kb968fPXVV5hMJooXL87vv//OkCFD8PPzw8LicV7Pw8ODESNGADB06FAmTJhA1qxZjX/nfn5+BAYGcuzYMSpXrpzs9zR+/HhGjRqVbJmIiIiIiMjr9K+cwVC5cmXj4RqgSpUqREVF8ejRIwDjwTxJREQEnp6eZuc8PT2NNhEREaRLl45y5coZ5cWLFydTpkx/K67Q0FCqV69uJBdeRIMGDYy9Ddzc3ADo0aMHK1asoHTp0gwePJg9e/YY9Y8ePcqpU6dwcHAw2mXJkoV79+5x+vRprly5wu+//06dOnX+VuzJ+et9fBE2Nja0a9eO+fPnA3D48GF+/fVXOnToADx++C5QoABOTk7cvn2bn376icDAQMqWLUvbtm3NZhvkzJmTGzduGMc//vgjderUIXfu3Dg4ONCuXTuuXbtm9gt+unTpzJIpSd9jRESEcS5fvnxGcgEe//tJSEggMjLyqes5deoUd+7c4Z133jHut729PYsXL+b06dPJ3oPQ0FAsLS2TTT7A43+PVapUMfs37Onpya1bt7hw4YJx7slZI5aWljg5OeHu7m6cy549O8AzZ9oMHTqU2NhY4/PkchEREREREZHX6V85g+F57OzsXnmfSb8qJ+31AJjtDwCPZyj8XXPnzuXu3bsARmKiQYMG/Pbbb2zatInt27dTp04devXqxaRJk7h16xblypV7ao8IAGdnZyPO1FxHkpe9j126dKF06dJcuHCBBQsWULt2bfLnzw9AfHy8cZ+Sxn1yHHt7eyOpcPjwYWNpx7lz52jUqBE9evTgs88+I0uWLOzevZvOnTvz4MEDMmTI8FKxPk/SHg8bN240S0oAWFtbJ9vmZf4dJOeviSqTyWR2LilBkZCQkGIf1tbWKcYpIiIiIiLyOv0rZzDs37/f7Hjfvn0UKVIES0vLZOu7uroSHBxsdi44OJiiRYtiaWlJ8eLFiY+P59ChQ0Z5ZGQkN2/eNI6dnZ0BiImJMc49uVEiPP7FedeuXSk+sFtZWRmzLJLkzp0bFxcXXFxcjIfwpPHat2/PN998w9SpU5k9ezYAZcuWJSoqimzZshntkj4ZM2bEwcGBAgUKmL1O8kkvch0vKrnrAXB3d6d8+fLMmTOHZcuW0alTJ6OsUKFCnDx5kocPH5IpUybc3Nz47LPPePjwISdOnGDFihUkJCSwceNGZsyYYWwYeejQIRISEpg8eTKVK1emaNGi/P7770+NHR8fz8GDB43jpO/xyeUu0dHRZm337duHhYUFxYoVe6q/EiVKYG1tTXR09FP3O2/evMneF3d3dxISElLco8HV1ZW9e/eaJXmCg4NxcHAgT548ybYRERERERF50/0rEwzR0dEMGDCAyMhIli9fzvTp0832G/irgQMHsmPHDsaMGcPJkydZtGgRX331FT4+PgAUK1aM+vXr8/HHH7N//34OHTpEly5dzH6JtrW1pXLlysamhzt37jTWxyfp3bs3cXFxfPDBBxw8eJCoqCiWLFliTL0vUKAAx44dIzIykj/++CPFRISfnx/r1q3j1KlTHD9+nB9++MF4QG7bti1Zs2aladOm7Nq1i7NnzxIUFETfvn2N6fX+/v5MnjyZadOmERUVxeHDh5k+ffoLX8eLetb1dOnShQkTJpCYmEjz5s2N81mzZqVUqVLG5o0LFixg+fLl2NraUrduXZo0acI333yDn58fK1euNK7bxcWFhw8fMn36dM6cOcOSJUv4+uuvn4opffr09OnTx/geO3ToQOXKlY39F+DxMo727dtz9OhRdu3aRd++fWndunWye2M4ODjg4+PDJ598wqJFizh9+rRxPxctWmTUK168OGvWrDHuS/v27enUqRNr1641vqOVK1cC0LNnT86fP0+fPn04ceIE69atY+TIkQwYMOC5M1BERERERETeVP/Kpx1vb2/u3r1LxYoV6dWrF/369TNeR5mcsmXLsnLlSlasWEHJkiXx8/Nj9OjRxr4A8PhBN1euXNSsWZMWLVrQrVs3smXLZtbP/PnziY+Pp1y5cvTv3/+pXf+dnJz46aefuHXrFjVr1qRcuXLMmTPHmNbetWtXihUrRvny5XF2dn5qVkUSKysrhg4dSqlSpahRowaWlpasWLECgAwZMvDLL7+QL18+WrRogaurK507d+bevXs4OjoCjzdHnDp1KjNnzsTNzY1GjRoRFRX1wtfxop51PW3atCFdunS0adMGGxsbs3bjx4/Hx8eHw4cPU6FCBaKjo4mOjubcuXNMnjyZ69evc+jQIapXr2608fDwYMqUKXz++eeULFmSpUuXMn78+KdiypAhA0OGDOHDDz/E09MTe3t7vv32W7M6Li4utGjRgoYNG/Luu+9SqlQps40i/2rMmDH4+voyfvx4XF1dqV+/Phs3bqRgwYJGncjISLNXXQYGBtKyZUt69uxJ8eLF6dq1K7dv3wYez1rZtGkTISEheHh40L17dzp37vzSiR4REREREZE3gSnxyXnc/wJeXl6ULl2aqVOnpnUo8gznzp2jcOHCHDhwgLJlyz5VvmjRIvr160ffvn3x9vamcOHCPHr0iJCQEMaPH0/t2rX55JNP/taYCxcupH///mZLW/7K39+ftWvXvvSykDddXFwcGTNmhNzDwMLm+Q1ERETeAInRvmkdgojIGyfp2SA2Ntb4sfqf9q+cwSD/Xg8fPuTSpUuMGDGCypUrJ5tcgMezLH755RfCw8Px8PDAysoKa2trPvroI6pVq0avXr1ec+QiIiIiIiLyT3oj3yIhaSc4OJhatWpRtGhRvv/++2fWLVWqFN9//z3x8fFcvnwZa2trsmbN+poiFRERERERkdfpX7dEQkRenpZIiIjI20hLJERE/j4tkRARERERERGRN5ISDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqmmt0iIvIViw4e8to1cREREREREQDMYREREREREROQVUIJBRERERERERFJNCQYRERERERERSTUlGEREREREREQk1ZRgEBEREREREZFUU4JBRERERERERFJNr6kUeQtlLPE5WNikdRgiIiLyD0mM9k3rEEREnqIZDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqmmBIOIiIiIiIiIpJoSDCIiIiIiIiKSakowiIiIiIiIiEiqKcEgIiIiIiIiIqmmBIOIiIiIiIiIpJoSDP8iBQoUYOrUqWkdxn+CyWRi7dq1aR2GiIiIiIjIW0MJhreQl5cX/fv3T5Ox9+3bR/v27XFxccHJyQlXV1d69OjB8ePH0yQeEREREREReT2UYHiLPHjwIM3GTkhIoE+fPjRo0IDs2bMzY8YMfvnlF2bOnIm9vT3VqlVjxowZqR7n4cOHryBaERERERERedWUYPiL77//Hnd3d2xtbXFycqJu3brcvn0bgLlz5+Lq6oqNjQ3Fixdn5syZZm0vXLhAmzZtyJIlC3Z2dpQvX579+/cDcPr0aZo2bUr27Nmxt7enQoUK/Pjjj8+M5ebNm3Tp0gVnZ2ccHR2pXbs2R48eNcr9/f0pXbo0c+fOpWDBgtjY2NChQwd27txJQEAAJpMJk8nEuXPnnjnOwoULyZQpk9m5tWvXYjKZjOOjR49Sq1YtHBwccHR0pFy5chw8eNAoHzJkCPv37yciIoKJEydSr1493NzcqFWrFl988QUHDx5k8uTJfP/992bjBAYGUrhwYaysrChWrBhLliwxKzeZTAQGBtKkSRPs7Oz47LPPePToEZ07d6ZgwYLY2tpSrFgxAgICnrqu+fPn4+bmhrW1NTlz5qR3794p3oPz58/TunVrMmXKRJYsWWjatOlz79vx48dp1KgRjo6OODg4UL16dU6fPg08TriMHj2aPHnyYG1tTenSpdmyZYvR9ty5c5hMJlauXEn16tWxtbWlQoUKnDx5kgMHDlC+fHns7e1p0KABV69efWYcIiIiIiIi/wZKMDwhJiaGNm3a0KlTJyIiIggKCqJFixYkJiaydOlS/Pz8+Oyzz4iIiGDcuHH4+vqyaNEiAG7dukXNmjW5ePEi69ev5+jRowwePJiEhASjvGHDhuzYsYMjR45Qv359GjduTHR0dIrxtGrViitXrrB582YOHTpE2bJlqVOnDtevXzfqnDp1ilWrVrF69WpCQ0MJCAigSpUqdO3alZiYGGJiYsibN2+q703btm3JkycPBw4c4NChQ3z66aekT58egPDwcBYuXMjatWvJkSMHgYGBFClShAIFCjB9+nSKFStG+vTpmTNnDoMGDSIxMRGANWvW0K9fPwYOHMivv/7Kxx9/TMeOHfn555/Nxvb396d58+aEhYXRqVMnEhISyJMnD9999x3h4eH4+fkxbNgwVq5cabQJDAykV69edOvWjbCwMNavX4+Li0uy1/bw4UPq1auHg4MDu3btIjg4GHt7e+rXr5/irJCLFy9So0YNrK2t+emnnzh06BCdOnUiPj4egICAACZPnsykSZM4duwY9erVo0mTJkRFRZn1M3LkSEaMGMHhw4dJly4dH374IYMHDyYgIIBdu3Zx6tQp/Pz8Uvxe7t+/T1xcnNlHREREREQkLaRL6wD+TWJiYoiPj6dFixbkz58fAHd3d+Dxg+DkyZNp0aIFAAULFiQ8PJxZs2bRvn17li1bxtWrVzlw4ABZsmQBMHug9fDwwMPDwzgeM2YMa9asYf369cn+sr57925CQkK4cuUK1tbWAEyaNIm1a9fy/fff061bN+DxsojFixfj7OxstLWysiJDhgzkyJHjld2b6OhoBg0aRPHixQEoUqSIUbZ06VLat29Prly52LVrFz4+PsyZM4fixYszcuRITp8+TUJCAnXq1CE+Pp7IyEiKFy/OpEmT6NChAz179gRgwIAB7Nu3j0mTJlGrVi2j/w8//JCOHTuaxTNq1Cjj74IFC7J3715WrlxJ69atARg7diwDBw6kX79+Rr0KFSoke23ffvstCQkJzJ0715i1sWDBAjJlykRQUBDvvvvuU21mzJhBxowZWbFihZFoKVq0qFE+adIkhgwZwgcffADA559/zs8//8zUqVPNlor4+PhQr149APr160ebNm3YsWMHnp6eAHTu3JmFCxcmGzfA+PHjze6FiIiIiIhIWtEMhid4eHhQp04d3N3dadWqFXPmzOHGjRvcvn2b06dP07lzZ+zt7Y3P2LFjjSnxoaGhlClTxkgu/NWtW7fw8fHB1dWVTJkyYW9vT0RERIozGI4ePcqtW7dwcnIyG/Ps2bPGmAD58+c3Sy78UwYMGECXLl2oW7cuEyZMMIshLCyMqlWrArBhwwbatm3Lhx9+SNmyZfn666959OiRUTdnzpzcuHEDgIiICONBOomnpycRERFm58qXL/9UPDNmzKBcuXI4Oztjb2/P7NmzjXt55coVfv/9d+rUqfNC13b06FFOnTqFg4ODcZ+zZMnCvXv3zK7zSaGhoVSvXt1ILjwpLi6O33///YWurVSpUsbf2bNnB/4/qZV07sqVKynGPnToUGJjY43P+fPnn3/BIiIiIiIi/wDNYHiCpaUl27dvZ8+ePWzbto3p06czfPhwNmzYAMCcOXOoVKnSU20AbG1tn9m3j48P27dvZ9KkSbi4uGBra0vLli1TnIJ/69YtcubMSVBQ0FNlT+6XYGdn9zeuMHkWFhbGsoUkf91M0d/fnw8//JCNGzeyefNmRo4cyYoVK2jevDnx8fHG9T948MAsJnt7e+Pv27dvExUVReHChf9WfH+9xhUrVuDj48PkyZOpUqUKDg4OfPHFF8Z+F8/7Lv7q1q1blCtXjqVLlz5VllLy5u+OkZInExRJsyf+ei5pmU1yrK2tjRkuIiIiIiIiaUkzGP7CZDLh6enJqFGjOHLkCFZWVgQHB5MrVy7OnDmDi4uL2adgwYLA41+iQ0NDzfZHeFJwcDAdOnSgefPmuLu7kyNHjmduIli2bFkuXbpEunTpnhoza9asz7wGKysrs1kDz+Ps7Myff/5pbGYJj3+h/6uiRYvyySefsG3bNlq0aMGCBQuAx0tBwsLCAKhWrRorVqzgxIkTPHz4kM8++wyAq1ev0qlTJ5o2bUq2bNkAcHV1JTg42GyM4OBgSpQo8cx4g4ODqVq1Kj179qRMmTK4uLiYzTRwcHCgQIEC7Nix44Wuv2zZskRFRZEtW7an7nXGjBmTbVOqVCl27dqV7FstHB0dyZUr10tdm4iIiIiIyJtKCYYn7N+/n3HjxnHw4EGio6NZvXo1V69exdXVlVGjRjF+/HimTZvGyZMnCQsLY8GCBUyZMgWANm3akCNHDpo1a0ZwcDBnzpxh1apV7N27F3i8Z0HSRoxHjx7lww8/fOYv03Xr1qVKlSo0a9aMbdu2ce7cOfbs2cPw4cPN3t6QnAIFCrB//37OnTvHH3/88cxxACpVqkSGDBkYNmwYp0+fZtmyZWbr/u/evUvv3r0JCgrit99+Izg4mAMHDuDq6gpA8+bNmTt3Lg8fPuT999+nSZMmlChRggwZMnDz5k1y5cpF3bp1yZ07N19//bXR76BBg1i4cCGBgYFERUUxZcoUVq9ejY+PzzPjLVKkCAcPHmTr1q2cPHkSX19fDhw4YFbH39+fyZMnM23aNKKiojh8+DDTp09Ptr+2bduSNWtWmjZtyq5duzh79ixBQUH07duXCxcuAI83pEzafwKgd+/exMXF8cEHH3Dw4EGioqJYsmQJkZGRxrV9/vnnfPvtt0RGRvLpp58SGhpqtieEiIiIiIjI20QJhic4Ojryyy+/0LBhQ4oWLcqIESOYPHkyDRo0oEuXLsydO5cFCxbg7u5OzZo1WbhwoTGDwcrKim3btpEtWzYaNmyIu7s7EyZMMJZQTJkyhcyZM1O1alUaN25MvXr1KFu2bIqxmEwmNm3aRI0aNejYsSNFixblgw8+4LfffjPW6qfEx8cHS0tLSpQogbOz8zPfVAGQJUsWvvnmGzZt2oS7uzvLly/H39/fKLe0tOTatWt4e3tTtGhRWrduTYMGDYzNBWvVqoWLiwtdu3YlISGBWbNmERsby+XLl5k9ezYHDx7k+vXrTJkyBRsbG6PfZs2aERAQwKRJk3Bzc2PWrFksWLAALy+vZ8b78ccf06JFC/73v/9RqVIlrl27ZmwUmaR9+/ZMnTqVmTNn4ubmRqNGjZ56g0OSDBky8Msvv5AvXz5atGiBq6srnTt35t69ezg6OgIQGxtrJA8AnJyc+Omnn4y3h5QrV445c+YYyxv69u3LgAEDGDhwIO7u7mzZsoX169ebbY4pIiIiIiLyNjEl/nXxvchLuHHjBg0bNgRg+PDh1K5dmwwZMnDlyhWWLl3K4sWL2b179yvZM0JSFhcX93hZR+5hYGHz/AYiIiLyRkqM9k3rEETkXy7p2SA2Ntb44fSfphkM8kpkzpyZnTt30rp1awYOHIidnR3W1tbky5ePoKAg5s2bp+SCiIiIiIjIW0wJhv+A7t27m73q8slP9+7dX9k4VlZWfPLJJ0RGRnLz5k1OnTpFbGws69ate+ZyEBEREREREXnzaYnEf8CVK1eIi4tLtszR0dF4q4O8+bREQkRE5L9BSyRE5HnSYolEutcyiqSpbNmyKYkgIiIiIiIi/ygtkRARERERERGRVFOCQURERERERERSTQkGEREREREREUk17cEg8haKDR/y2jZyERERERERAc1gEBEREREREZFXQAkGEREREREREUk1JRhERETk/9q787Cqqv2P45+DyKAIOII4gKY4HhXHFIdKCoccS5NroumtW+lNr2Ne55xNuw6pt/AK1q+0LC0zQw2HrmgqKoZBzoYZDoWAQynC+v3h476enLKjYvh+Pc95Hs7aa+/9XWetx+P+nrXXBgAAcBoJBgAAAAAA4DQSDAAAAAAAwGkkGAAAAAAAgNN4TCWQD/lUnyq5eOR1GAAAAIBM6qi8DgH3CDMYAAAAAACA00gwAAAAAAAAp5FgAAAAAAAATiPBAAAAAAAAnEaCAQAAAAAAOI0EAwAAAAAAcBoJBgAAAAAA4DQSDAAAAAAAwGkkGHDXxMTEyNfXN6/DuKX4+HjZ7XYVLFhQHTt2zOtwAAAAAOBPiQTDAyo7O1tvv/22wsLCVKZMGfn7+6tJkyaaPn26zp8/f0fO8cwzz2jfvn135Fh308CBA1WnTh0dPnxYMTExGjt2rOrUqZPXYQEAAADAn4prXgeAO+PixYtyc3P7XXUPHTqkDh06yMXFRS+99JJq1aolLy8vfffdd4qOjtbcuXO1evVqBQcHOxWTp6enPD09//D+t9MmZxw8eFAvvviiypYte9fPBQAAAAD5FTMYnPDRRx/JbrfL09NTxYsXV1hYmM6dOydJWrBggapVqyYPDw9VrVpV8+bNc9j3hx9+UEREhIoVK6bChQurfv362rp1qySpV69e10zVHzBggB555BHr/SOPPKJ+/fppwIABKlGihMLDwyVJe/bsUevWreXl5SU/Pz/16NFDP/30k7VfZmamwsPD1alTJyUmJurFF19UkyZNVKtWLXXt2lVffPGF/vnPf+qJJ57Q6dOnrf2CgoI0YcIERUZGysvLS4GBgVqxYoVOnTqlDh06yMvLS7Vq1VJCQoK1z/Vukfjss8/UoEEDeXh4qESJEurUqZPDOcaPH6/IyEh5e3vrhRdekCR9/PHHqlGjhtzd3RUUFKQZM2Y4HHPevHmqXLmyPDw85Ofnp6efftraduHCBb3yyisqVaqUPDw81LRpU23fvl2SdOTIEdlsNv3888/q3bu3bDabYmJiNG7cOO3evVs2m80qu5GFCxdasZUuXVr9+vWztqWmplqfjbe3t7p27aoTJ05Y26/MlFi4cKHKly8vLy8vvfzyy8rJydG0adPk7++vUqVKaeLEiTc8PwAAAADcL0gw/EFpaWmKiIhQ7969lZKSog0bNqhz584yxui9997T6NGjNXHiRKWkpGjSpEkaNWqUFi1aJEk6e/asWrRooWPHjmnFihXavXu3hg4dqtzc3NuKYdGiRXJzc1N8fLz+/e9/KyMjQ4899phCQkKUkJCg2NhYnThxQl27drX2mTJliurVq6fXXntNmZmZ6t69u3V7xOzZs9W6dWs9//zzatasmWbOnOlwvn/9618KDQ3Vrl271LZtW/Xo0UORkZF69tlntXPnTj300EOKjIyUMea68X7++efq1KmT2rRpo127dikuLk4NGzZ0qDN9+nTVrl1bu3bt0qhRo7Rjxw517dpV3bp1U1JSksaOHatRo0ZZF/0JCQl65ZVX9Nprr2nv3r2KjY1V8+bNreMNHTpUH3/8sRYtWqSdO3eqUqVKCg8PV3p6usqVK6e0tDR5e3tr5syZSktL0zPPPKNBgwapRo0aSktLs8quZ/78+erbt69eeOEFJSUlacWKFapUqZIkKTc3Vx06dFB6ero2btyotWvX6tChQ9cc6+DBg/riiy8UGxurxYsX6z//+Y/atm2rH374QRs3btTUqVM1cuRIK/n0WxcuXFBWVpbDCwAAAADyArdI/EFpaWm6dOmSOnfurMDAQEmS3W6XJI0ZM0YzZsxQ586dJUkVKlRQcnKy3nrrLfXs2VPvv/++Tp06pe3bt6tYsWKSZF2Y3o7KlStr2rRp1vsJEyYoJCREkyZNssoWLlyocuXKad++fQoODta7776r2NhYSdKgQYN0+PBhffrppzp58qReeOEFValSRdLlWRQjRozQuHHjrGO1adNGf/vb3yRJo0eP1vz589WgQQN16dJFkjRs2DA1btxYJ06ckL+//zXxTpw4Ud26dXM4Zu3atR3qPPbYYxo0aJD1vnv37mrZsqVGjRolSQoODlZycrJef/119erVS6mpqSpcuLCefPJJFSlSRIGBgQoJCZEknTt3TvPnz1dMTIxat24tSYqKitLatWv1n//8R0OGDJG/v79sNpt8fHysmL28vOTq6nrdNlxtwoQJGjRokPr372+VNWjQQJIUFxenpKQkHT58WOXKlZMkvfPOO6pRo4a2b99u1cvNzdXChQtVpEgRVa9eXY8++qj27t2rVatWycXFRVWqVNHUqVO1fv16NWrU6JoYJk+e7PB5AgAAAEBeYQbDH1S7dm21bNlSdrtdXbp0UVRUlE6fPq1z587p4MGD6tOnj7y8vKzXhAkTdPDgQUlSYmKiQkJCrOTCH1WvXj2H97t379b69esdzlu1alVJl38pT09P15kzZ1SzZk1Jl29XmD59uho1aqR27do5TO8vXbq0wy0SklSrVi3rbz8/P0n/S6pcXXby5MnrxpuYmKiWLVvetE3169d3eJ+SkqLQ0FCHstDQUO3fv185OTl6/PHHFRgYqIoVK6pHjx567733rEUqDx48qOzsbIf9CxYsqIYNGyolJeWmcdzKyZMn9eOPP96wPSkpKSpXrpyVXJCk6tWry9fX1+HcQUFBKlKkiPXez89P1atXl4uLi0PZjT7T4cOHKzMz03odPXrUqXYBAAAAwB/FDIY/qECBAlq7dq02b96sNWvWaM6cORoxYoQ+++wzSZd/Kf/tL84FChSQpFsufOji4nLNbQbZ2dnX1CtcuLDD+7Nnz6pdu3aaOnXqNXVLly6tc+fOycPDwyq7ePGiwzG8vLysv6/cTnC1ggULWn/bbLYblt3oVo/fs+Djb9t0K0WKFNHOnTu1YcMGrVmzRqNHj9bYsWOtdRbuFmcWr7za1Z+fdPkzvF7ZjT5Td3d3ubu735FYAAAAAMAZzGBwgs1mU2hoqMaNG6ddu3ZZ6yEEBATo0KFDqlSpksOrQoUKki7PBEhMTFR6evp1j1uyZEmlpaU5lCUmJt4ynrp16+rbb79VUFDQNecuXLiwSpQooYsXL1oLDTZt2lTTpk3TL7/8omPHjikqKkqStHnzZo0YMUIDBw504tO5Vq1atRQXF3db+1SrVk3x8fEOZfHx8QoODrYSNq6urgoLC9O0adP0zTff6MiRI1q3bp0eeughq0+uyM7O1vbt21W9evUbntPNzU05OTk3jatIkSIKCgq6YXuqVaumo0ePOswoSE5OVkZGxk3PDQAAAAB/ViQY/qCtW7dq0qRJSkhIUGpqqpYtW6ZTp06pWrVqGjdunCZPnqzZs2dr3759SkpKUnR0tN544w1JUkREhPz9/dWxY0fFx8fr0KFD+vjjj7VlyxZJl9chSEhI0DvvvKP9+/drzJgx2rNnzy1j6tu3r9LT0xUREaHt27fr4MGDWr16tZ577jnl5OTIxcVF7du3t55oMWvWLO3atUteXl6y2+16/PHHtXHjRvXu3VuzZs265e0Mt2vMmDFavHixxowZo5SUFCUlJV13tsXVBg0apLi4OI0fP1779u3TokWL9Oabb2rw4MGSpJUrV2r27NlKTEzU999/r3feeUe5ubmqUqWKChcurJdeeklDhgxRbGyskpOT9fzzz+v8+fPq06fPDc8ZFBSkw4cPKzExUT/99JMuXLggSYqMjNTw4cOtemPHjtWMGTM0e/Zs7d+/Xzt37tScOXMkSWFhYbLb7erevbt27typbdu2KTIyUi1atLjmNhAAAAAAyA+4ReIP8vb21ldffaWZM2cqKytLgYGBmjFjhrWYYKFChfT6669ryJAhKly4sOx2uwYMGCDp8i/ka9as0aBBg9SmTRtdunRJ1atX19y5cyVJ4eHhGjVqlIYOHapff/1VvXv3VmRkpJKSkm4aU0BAgOLj4zVs2DA98cQTunDhggIDA9WqVSvrnv7Ro0erYcOGevjhh9W6dWslJyfr+PHjKlq0qHJzczVixAiVKFHirnxmjzzyiJYuXarx48drypQp8vb2dnjiw/XUrVtXH374oUaPHq3x48erdOnSeu2119SrVy9Jkq+vr5YtW6axY8fq119/VeXKlbV48WLVqFFD0uWnZuTm5qpHjx46c+aM6tevr9WrV6to0aI3POdTTz2lZcuW6dFHH1VGRoaio6OtBSWvXhuhZ8+e+vXXX/Wvf/1LgwcPVokSJaxHZNpsNn366af6+9//rubNm8vFxUWtWrWyEhAARi0ZBwAAHv9JREFUAAAAkN/YzI2eKYh8a82aNerWrZueffZZPf/889bFeFJSkqZPn66SJUtasy3w55KVlSUfHx+pzD8lF49b7wAAAADcZSZ1VF6H8EC6cm2QmZkpb2/ve3JObpF4AD3xxBPasWOHzpw5o2bNmsnNzU1ubm5q3bq1ypYtq7Fjx+Z1iAAAAACAPxlmMDzgcnNzdeLECbm4uFiPmcSfFzMYAAAAcL9hBkPeyIsZDKzB8IBzcXFR6dKl8zoMAAAAAMCfHLdIAAAAAAAAp5FgAAAAAAAATiPBAAAAAAAAnEaCAQAAAAAAOI1FHoF8KDN52D1bKRYAAAAAJGYwAAAAAACAO4AEAwAAAAAAcBoJBgAAAAAA4DQSDAAAAAAAwGkkGAAAAAAAgNNIMAAAAAAAAKfxmEogH/KpPlVy8cjrMAAAAIAHhkkdldch5DlmMAAAAAAAAKeRYAAAAAAAAE4jwQAAAAAAAJxGggEAAAAAADiNBAMAAAAAAHAaCQYAAAAAAOA0EgwAAAAAAMBpJBgAAAAAAIDTSDAAAAAAAACnkWDIx4KCgjRz5sy8DuOuiYmJka+vr/V+7NixqlOnTp7FAwAAAAAPMhIMuKVHHnlEAwYMuOH25ORkvfTSS6pWrZqKFy+uypUrq2fPntqyZcu9C/IOOXLkiGw2mxITE/M6FAAAAAD4UyHBgBu6ePHiLetMmTJFjRo1Um5urqZPn66NGzcqOjpaFStWVPv27TV8+PCb7p+Tk6Pc3Nw7FTIAAAAAII+QYLjLPvroI9ntdnl6eqp48eIKCwvTuXPnJEkLFixQtWrV5OHhoapVq2revHkO+/7www+KiIhQsWLFVLhwYdWvX19bt26VJB08eFAdOnSQn5+fvLy81KBBA3355Zc3jSUjI0N//etfVbJkSXl7e+uxxx7T7t27re1XbjFYsGCBKlSoIA8PD/Xq1UsbN27UrFmzZLPZZLPZdOTIEUnS3LlztWDBAu3YsUNvvfWW2rZtq5o1a6pp06YaM2aMkpOTtXr1as2YMcM6x5XbGlasWKHq1avL3d1dqampunDhggYPHqwyZcqocOHCatSokTZs2OAQf0xMjMqXL69ChQqpU6dO+vnnn6/bznfffVdBQUHy8fFRt27ddObMGWtbbGysmjZtKl9fXxUvXlxPPvmkDh48aG2vUKGCJCkkJEQ2m02PPPLIDT/Pb7/9Vk8++aS8vb1VpEgRNWvWzDpWbm6uXnvtNZUtW1bu7u6qU6eOYmNjrX2vzJT48MMP1axZM3l6eqpBgwbat2+ftm/frvr168vLy0utW7fWqVOnbtqvAAAAAHA/IMFwF6WlpSkiIkK9e/dWSkqKNmzYoM6dO8sYo/fee0+jR4/WxIkTlZKSokmTJmnUqFFatGiRJOns2bNq0aKFjh07phUrVmj37t0aOnSo9Wv/2bNn1aZNG8XFxWnXrl1q1aqV2rVrp9TU1BvG06VLF508eVJffPGFduzYobp166ply5ZKT0+36hw4cEAff/yxli1bpsTERM2aNUuNGzfW888/r7S0NKWlpalcuXL66aefNHr0aC1fvlzBwcFavny5atasqYCAAI0cOVKPP/64vvvuOy1evFgTJ050uMg/f/68pk6dqgULFujbb79VqVKl1K9fP23ZskVLlizRN998oy5duqhVq1bav3+/JGnr1q3q06eP+vXrp8TERD366KOaMGHCNW08ePCgPvnkE61cuVIrV67Uxo0bNWXKFGv7uXPnNHDgQCUkJCguLk4uLi7q1KmT9blu27ZNkvTll18qLS1Ny5Ytu+5neezYMTVv3lzu7u5at26dduzYod69e+vSpUuSpFmzZmnGjBmaPn26vvnmG4WHh6t9+/ZWe64YM2aMRo4cqZ07d8rV1VV/+ctfNHToUM2aNUv//e9/deDAAY0ePfqGfXrhwgVlZWU5vAAAAAAgL7jmdQD5WVpami5duqTOnTsrMDBQkmS32yVdvrCcMWOGOnfuLOnyL+fJycl666231LNnT73//vs6deqUtm/frmLFikmSKlWqZB27du3aql27tvV+/PjxWr58uVasWKF+/fpdE8umTZu0bds2nTx5Uu7u7pKk6dOn65NPPtFHH32kF154QdLl2yLeeecdlSxZ0trXzc1NhQoVkr+/v1W2fPlyPfroo7Lb7Tp48KAiIiI0Y8YMhYaG6s0339T69es1YsQIValSRTVq1FB8fLxatWolScrOzta8efOs+FNTUxUdHa3U1FQFBARIkgYPHqzY2FhFR0dr0qRJmjVrllq1aqWhQ4dKkoKDg7V582aHWQHS5ZkDMTExKlKkiCSpR48eiouL08SJEyVJTz31lEP9hQsXqmTJkkpOTlbNmjWtdhcvXtyhvb81d+5c+fj4aMmSJSpYsKAV0xXTp0/XsGHD1K1bN0nS1KlTtX7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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency[nvd_frequency.CVEs > 100].head(50)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:45.263528Z", + "iopub.status.busy": "2024-06-16T12:16:45.263351Z", + "iopub.status.idle": "2024-06-16T12:16:45.547140Z", + "shell.execute_reply": "2024-06-16T12:16:45.546570Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 10].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");" + ] + }, + { + "cell_type": "markdown", + "id": "1cbec814-905a-4028-b72f-98da5081b10d", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## More CVE Data" + ] + }, + { + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### Top CNA Assigner" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:45.549530Z", + "iopub.status.busy": "2024-06-16T12:16:45.549201Z", + "iopub.status.idle": "2024-06-16T12:16:45.562708Z", + "shell.execute_reply": "2024-06-16T12:16:45.562260Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
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CWECVEs
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Count
Published
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\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "yg_df = pd.DataFrame(Year_Graph)\n", + "yg_df.columns = ['Count']\n", + "yg_df.reset_index()\n", + "show(yg_df, scrollY=\"600px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "aa164366-d0e6-4ca5-890b-95ea69f2801c", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "\n", + "### CVEs By Identifier" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "661f28f1-9568-4e97-acb3-75e45e596f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:45.580751Z", + "iopub.status.busy": "2024-06-16T12:16:45.580439Z", + "iopub.status.idle": "2024-06-16T12:16:47.634562Z", + "shell.execute_reply": "2024-06-16T12:16:47.633973Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-1999:\t1579\n", + "CVE-2000:\t1242\n", + "CVE-2001:\t1556\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2002:\t2392\n", + "CVE-2003:\t1553\n", + "CVE-2004:\t2707\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2005:\t4766\n", + "CVE-2006:\t7142\n", + "CVE-2007:\t6580\n", + "CVE-2008:\t7176\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2009:\t5040\n", + "CVE-2010:\t5217\n", + "CVE-2011:\t4861\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2012:\t5891\n", + "CVE-2013:\t6780\n", + "CVE-2014:\t8981\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2015:\t8747\n", + "CVE-2016:\t10548\n", + "CVE-2017:\t16981\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2018:\t17351\n", + "CVE-2019:\t16981\n", + "CVE-2020:\t20477\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CVE-2021:\t22823\n", + "CVE-2022:\t24769\n", + "CVE-2023:\t28227\n" + ] + } + ], + "source": [ + "print(\"CVE-1999:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-1999-')]))\n", + "print(\"CVE-2000:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2000-')]))\n", + "print(\"CVE-2001:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2001-')]))\n", + "print(\"CVE-2002:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2002-')]))\n", + "print(\"CVE-2003:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2003-')]))\n", + "print(\"CVE-2004:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2004-')]))\n", + "print(\"CVE-2005:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2005-')]))\n", + "print(\"CVE-2006:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2006-')]))\n", + "print(\"CVE-2007:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2007-')]))\n", + "print(\"CVE-2008:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2008-')]))\n", + "print(\"CVE-2009:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2009-')]))\n", + "print(\"CVE-2010:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2010-')]))\n", + "print(\"CVE-2011:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2011-')]))\n", + "print(\"CVE-2012:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2012-')]))\n", + "print(\"CVE-2013:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2013-')]))\n", + "print(\"CVE-2014:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2014-')]))\n", + "print(\"CVE-2015:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2015-')]))\n", + "print(\"CVE-2016:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2016-')]))\n", + "print(\"CVE-2017:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2017-')]))\n", + "print(\"CVE-2018:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2018-')]))\n", + "print(\"CVE-2019:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2019-')]))\n", + "print(\"CVE-2020:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2020-')]))\n", + "print(\"CVE-2021:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2021-')]))\n", + "print(\"CVE-2022:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2022-')]))\n", + "print(\"CVE-2023:\\t%s\" % len(nvd[nvd['CVE'].str.contains('CVE-2023-')]))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:16:47.637011Z", + "iopub.status.busy": "2024-06-16T12:16:47.636669Z", + "iopub.status.idle": "2024-06-16T12:16:47.640696Z", + "shell.execute_reply": "2024-06-16T12:16:47.640162Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:16:47.637726**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVECNA.ipynb b/_sources/CVECNA.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..bff98d53952052529fa346673ececd5e4e9c3c8a --- /dev/null +++ b/_sources/CVECNA.ipynb @@ -0,0 +1,533 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# CNA Data\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:03.145183Z", + "iopub.status.busy": "2024-06-16T12:27:03.145007Z", + "iopub.status.idle": "2024-06-16T12:27:03.692234Z", + "shell.execute_reply": "2024-06-16T12:27:03.691717Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:03.694500Z", + "iopub.status.busy": "2024-06-16T12:27:03.694287Z", + "iopub.status.idle": "2024-06-16T12:27:48.280073Z", + "shell.execute_reply": "2024-06-16T12:27:48.279524Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2000-01-01') & (nvd['Published'] < '2024-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2000, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "f0210783", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## CNA Assigner Graphs" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "96ff98c6", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:48.282604Z", + "iopub.status.busy": "2024-06-16T12:27:48.282417Z", + "iopub.status.idle": "2024-06-16T12:27:48.567802Z", + "shell.execute_reply": "2024-06-16T12:27:48.567303Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency = nvd['Assigner'].value_counts()\n", + "nvd_frequency = nvd_frequency.reset_index()\n", + "nvd_frequency.columns = ['Assigner', 'CVEs']\n", + "nvd_frequency['Percentage'] = round((nvd_frequency['CVEs'] / \n", + " nvd_frequency['CVEs'].sum()) * 100)\n", + "nvd_frequency_no_mitre = nvd_frequency[~nvd_frequency.Assigner.str.contains('cve@mitre.org')]\n", + "nvd_frequency_no_mitre = nvd_frequency_no_mitre[nvd_frequency_no_mitre.CVEs > 1].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_no_mitre, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") ;\n", + "plt.title(\"Top 20 CNAs\");\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "bd16e9ab", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:48.570255Z", + "iopub.status.busy": "2024-06-16T12:27:48.569837Z", + "iopub.status.idle": "2024-06-16T12:27:48.804854Z", + "shell.execute_reply": "2024-06-16T12:27:48.804304Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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D5gMhPFw64OHhQfXq1VPs16xZM6ZPn86aNWuoW7cuBQoUoGXLlpQtWxYXFxd++OEH9u3bx4QJE554HX9WnTp16NChA5MmTSImJoYGDRqQmJjI9u3bqVOnDj179kyx38svv0yhQoXo3Lkz/fv3J1OmTHz99dd4enpy7tw5s52npyf9+vXjww8/pEmTJjRq1IhDhw7x/fffkzNnzmd2Hd26dWPy5Mm0bduWd955x5yFkbTh5J/ZNDG1qfxPkrS55pAhQ2jTpg1ZsmShadOmVn8bjxszZgxbtmyhatWqdOnSBX9/f65du8bBgwf54Ycfnnomh4jI01JSQERERJ7Izs6OlStXMnToUL799ltmzpyJl5cXH330EX379k3Wvnbt2lSrVo0RI0Zw7tw5/P39mTVr1hPXRx8+fBh4OOW8Q4cOyeq3bNliJgUyZcrE2rVr6d+/P5MmTeLu3btUrlyZWbNm4evrm65rmjNnDkFBQUybNo3x48cTFxeHp6cntWrVYty4cVSrVi3NMbJnz05oaKhVEuLSpUv88MMPtG3bNtVZEfXq1cPZ2ZlvvvmGJk2a0L17dzZs2MDSpUtJTEzE29ubqVOn8vbbbz/xOv6KmTNnUqZMGb766iv69+9PtmzZqFSpUqrJDIAsWbKwbNkyunfvTlhYGHny5CE0NBR3d3dzc7wkH3zwAY6OjnzxxRfmg++GDRto3LjxM7sGFxcXNm/eTK9evZg4cSIuLi507NiR6tWr88orr5jJgb9D5cqVGTVqFF988QXr1q0jMTGR06dPp5kUyJ07N3v37mXkyJEsXbqUqVOn4uHhQcmSJRk7duzfFruI2C6L8Tx3ahERERGbY7FY6NGjR7KlBiJ/p08//ZR3332XX375hfz582d0OCIi/1jaU0BERERE/tXu3r1rdfzHH3/w5ZdfUrx4cSUERESeQMsHRERERORfrUWLFhQqVIhy5coRGxvLN998w7Fjx5K94UFERJJTUkBERERE/tUCAwOZMWMG8+bNIyEhAX9/fxYuXEjr1q0zOjQRkX887SkgIiIiIiIiYqO0p4CIiIiIiIiIjVJSQERERERERMRGaU8Bkf+QxMREfv31V1xdXbFYLBkdjoiIiIiIZBDDMLh58yb58uXDzi71+QBKCoj8h/z6668ULFgwo8MQEREREZF/iPPnz1OgQIFU65UUEPkPcXV1BR7+h+/m5pbB0YiIiIiISEaJi4ujYMGC5jNCapQUEPkPSVoy4ObmpqSAiIiIiIg8cVmxNhoUERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpaSAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpaSAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpaSAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpaSAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjMmd0ACLy7GXzHwt2jk/dzzgX9hyiERERERGRfyrNFBARERERERGxUUoKiIiIiIiIiNgoJQVEREREREREbJSSAiIiIiIiIiI2SkkBERERERERERulpICIiIiIiIiIjVJSQERERERERMRGKSkgIiIiIiIiYqOUFPiHCwkJoXnz5hkdxj9SQEAAoaGhGR2GiIiIiIjIv5aSAn8jPcTC0aNHefvtt/Hz88PDw4PixYvTqVMndu3a9dRjLV26lFGjRj2HKEVERERERGyDkgLytxkzZgxVq1YlMTGR8ePHs23bNmbOnEnRokVp1qwZgwYNeqrxcuTIgaur63OKVkRERERE5L9PSYG/SUhICNu2bWPixIlYLBYsFgsnT56kc+fOFClSBCcnJ3x9fZk4cWKa49y7d4/evXuTK1cuHB0defHFF9m3b59Zf/36ddq1a4enpydOTk4UL16cmTNnpjnmkSNHaNKkCW5ubri6ulKzZk1Onjxpxt28eXPGjx9P3rx58fDwoEePHjx48MDsP3fuXCpVqoSrqyt58uThtdde49KlS1bnmDJlCjNmzODAgQN8+eWXNG7cmFKlSvHiiy8ybNgwjh49yvr165kwYYJVv/DwcAICAnB2dsbd3Z3AwECuX78OJJ95MXXqVIoXL46joyO5c+emZcuWZl1iYiLjxo3D29sbBwcHChUqxOjRo836yMhI6tati5OTEx4eHnTt2pVbt26led9WrVpF5cqVcXR0JGfOnAQHB1t9Dx07dsTd3R1nZ2caNmxITEyMWT9r1iyyZ8/O6tWr8fX1xdnZmZYtW3Lnzh1mz56Nl5cX7u7u9O7dm4SEhDTjEBERERER+bOUFPibTJw4kWrVqtGlSxcuXrzIxYsXKVCgAAUKFGDx4sUcPXqUoUOHMnjwYBYtWpTqOAMGDGDJkiXMnj2bgwcP4u3tTWBgINeuXQMgLCyMo0eP8v333xMVFcXnn39Ozpw5Ux3vwoUL1KpVCwcHBzZv3syBAwd44403iI+PN9ts2bKFkydPsmXLFmbPns2sWbOYNWuWWf/gwQNGjRrF4cOHWb58OWfOnCEkJMSsv3LlCkOHDmXZsmX4+PiwbNkySpUqRb58+Xj//fd56aWXOHbsGAsWLGD06NHcvHkTgIiICOrVq4e/vz+7du1ix44dNG3aNMWH5P3799O7d29GjhzJ8ePHWbduHbVq1TLrBw0axJgxY8z7M3/+fHLnzg3A7du3CQwMxN3dnX379rF48WJ++OEHevbsmep9W7NmDcHBwTRq1IhDhw6xadMmqlSpYtaHhISwf/9+Vq5cya5duzAMg0aNGlklU+7cucOkSZNYuHAh69atY+vWrQQHB7N27VrWrl3L3Llz+fLLL/nuu+9SjePevXvExcVZfURERERERNLNkL9N7dq1jXfeeSfNNj169DBeeeUV87hTp05GUFCQYRiGcevWLSNLlizGvHnzzPr79+8b+fLlM8aNG2cYhmE0bdrUeP3119Md06BBg4wiRYoY9+/fT7G+U6dORuHChY34+Hiz7NVXXzVat26d6pj79u0zAOPmzZuGYRjGtGnTzGs6ceKE4eDgYEyePNk4dOiQ0blzZyNTpkzGli1bDMMwjBdffNH4/vvvDcMwjLZt2xo1atRI9TyP3s8lS5YYbm5uRlxcXLJ2cXFxhoODgzF9+vQUx5k2bZrh7u5u3Lp1yyxbs2aNYWdnZ/z2228p9qlWrZrRrl27FOuio6MNwAgPDzfLrly5Yjg5ORmLFi0yDMMwZs6caQDGiRMnzDbdunUznJ2dzftmGIYRGBhodOvWLZU7YBjDhg0zgOSf/IMNCo586o+IiIiIiPw3xMbGGoARGxubZjvNFMhgU6ZMoWLFinh6euLi4sK0adM4d+5cim1PnjzJgwcPqFGjhlmWJUsWqlSpQlRUFABvv/02CxcupFy5cgwYMICdO3eabRs2bIiLiwsuLi6ULFkSePhrfM2aNcmSJUuqMZYsWZJMmTKZx3nz5rVaHnDgwAGaNm1KoUKFcHV1pXbt2gDmdURGRlK9enUA1q9fT61atejRowflypVj6tSpODg4WI2dtDwgaaZAerz00ksULlyYokWL0qFDB+bNm8edO3cAiIqK4t69e6mOFRUVRdmyZcmaNatZVqNGDRITEzl+/HiKfdKKLSoqisyZM1O1alWzzMPDA19fX/N7AnB2dqZYsWLmce7cufHy8sLFxcWq7PGlGI8aNGgQsbGx5uf8+fOpthUREREREXmckgIZaOHChfTr14/OnTuzYcMGIiIieP3117l///6fHrNhw4acPXuWd999l19//ZV69erRr18/AGbMmEFERAQRERGsXbsWACcnpyeO+XjCwGKxkJiYCPzf1Hs3NzfmzZvHvn37WLZsGYB5HfHx8eZ57t+/b/XwbW9vj729PfBw3X9ERATe3t7pji2Jq6srBw8eZMGCBeTNm5ehQ4dStmxZbty48VTjpNezGDOl+5rWvU6Jg4MDbm5uVh8REREREZH0UlLgb2Rvb2+1Hj48PJzq1avTvXt3ypcvj7e3t7nBX0qKFSuGvb094eHhZtmDBw/Yt28f/v7+ZpmnpyedOnXim2++4dNPP2XatGkA5M+fH29vb7y9vSlcuDAAZcqUYfv27VZr3Z/GsWPHuHr1KmPGjKFmzZqUKFEi2S/b3t7eREZGAvDiiy+yYcMGdu/eTUJCApMnT+bGjRvExcXRt29f8ufPT+XKlc3YNm3alO5YMmfOTP369Rk3bhw//fQTZ86cYfPmzRQvXhwnJ6dUx/Lz8+Pw4cPcvn3bLAsPD8fOzg5fX98U+6QVm5+fH/Hx8ezZs8csu3r1KsePH7f6nkRERERERDKakgJ/Iy8vL/bs2cOZM2e4cuUKxYsXZ//+/axfv57o6GjCwsKs3iTwuKxZs/L222/Tv39/1q1bx9GjR+nSpQt37tyhc+fOAAwdOpQVK1Zw4sQJjhw5wurVq/Hz80t1zJ49exIXF0ebNm3Yv38/MTExzJ07N9Vp848rVKgQ9vb2fPbZZ5w6dYqVK1cyatQoqzbNmjVj8eLFXLt2jUqVKvHee+9Rs2ZNHBwc2LBhAxUrVqRNmzZcv37dnGUAD6fG79u3j+7du/PTTz9x7NgxPv/8c65cuZIsjtWrVzNp0iQiIiI4e/Ysc+bMITExEV9fXxwdHRk4cCADBgxgzpw5nDx5kt27d/PVV18B0K5dOxwdHenUqRM///wzW7ZsoVevXnTo0MHcjHDQoEF07NjRPN+wYcNYsGABw4YNIyoqisjISMaOHQtA8eLFCQoKokuXLuzYsYPDhw/Tvn178ufPT1BQULruq4iIiIiIyN9BSYG/Ub9+/ciUKRP+/v54enoSGBhIixYtaN26NVWrVuXq1at07949zTHGjBnDK6+8QocOHahQoQInTpxg/fr1uLu7Aw9nIwwaNIgyZcpQq1YtMmXKxMKFC1Mdz8PDg82bN3Pr1i1q165NxYoVmT59epp7DDzK09OTWbNmsXjxYvz9/RkzZgzjx4+3auPt7c2rr75K27ZtuXPnDmFhYcTFxfHrr7+ycuVK1q5dy40bN8zX9CXx8fFhw4YNHD58mCpVqlCtWjVWrFhB5syZk8WRPXt2li5dSt26dfHz8+OLL75gwYIF5t4JYWFh9O3bl6FDh+Ln50fr1q3NGQ3Ozs6sX7+ea9euUblyZVq2bEm9evWYPHmyOf7Fixet9noICAhg8eLFrFy5knLlylG3bl327t1r1s+cOZOKFSvSpEkTqlWrhmEYrF27Nt33VURERERE5O9gMQzDyOgg5L/v/v37vPrqq8TExDB06FAaNmxItmzZuHHjBkuXLuXjjz9m3bp1FChQIKND/VeLi4sjW7ZskH8w2Dk+dX/jXNhziEpERERERP5uSc8GsbGxae49lvwnV5HnwN7enuXLlzN79mzGjh1L27Ztsbe3JzExkZo1azJp0iQlBERERERERP5mSgrI38ZisRASEkJISAi3bt3i2rVreHp6Ppe3A4iIiIiIiMiTKSkgGcLFxQUXF5eMDkNERERERMSmaaNBERERERERERulpICIiIiIiIiIjVJSQERERERERMRGKSkgIiIiIiIiYqO00aDIf1Ds0YFpvotUREREREQENFNARERERERExGYpKSAiIiIiIiJio5QUEBEREREREbFRSgqIiIiIiIiI2CglBURERERERERslJICIiIiIiIiIjZKryQU+Q/K5j8W7Bz/0hjGubBnFI2IiIiIiPxTaaaAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpaTAv0xAQAChoaEZHcYzNXz4cMqVK5fRYfztbPW6RURERETkn0NJgX85Ly8vPv3004wOI5l169bRqlUrvLy8yJkzJ2XKlKFfv36cO3cuWdt+/fqxadOmDIgyub/zfv6TrltERERERGyTkgICwP3795/JOHfu3OHVV1/l9ddfp1SpUnz11Vds27aNjz76iJs3b1K2bFmWLVtm1cfFxQUPD49ncv4/61ld/9OM/0+4bhERERERsW1KCvyNpk2bRr58+UhMTLQqDwoK4o033iAkJITmzZtb1YWGhhIQEJDieAEBAZw9e5Z3330Xi8WCxWIBUp6W/umnn+Ll5WUeJ51r9OjR5MuXD19fXwDOnz9Pq1atyJ49Ozly5CAoKIgzZ86Y/bZu3UqVKlXImjUr2bNnp0aNGpw9e9as79SpE3fu3CE6OpqhQ4dSr149SpYsSWBgIF9++SUbNmzg7bffZteuXWafx+NNim3EiBF4enri5ubGW2+9ZfVgnZiYyLhx4/D29sbBwYFChQoxevRos/5J15HS9ad2P1Ny7tw5goKCcHFxwc3NjVatWvH7778nu6YZM2ZQpEgRHB0dk43xZ65bRERERETkWVJS4G/06quvcvXqVbZs2WKWXbt2jXXr1tGuXbunHm/p0qUUKFCAkSNHcvHiRS5evPhU/Tdt2sTx48fZuHEjq1ev5sGDBwQGBuLq6sr27dsJDw/HxcWFBg0acP/+feLj42nevDm1a9fmp59+YteuXXTt2tV8eF6/fj2HDh1i0aJFuLi4MHz4cAoXLoyvry8LFizAxcWFypUrM3r0aN57770nxhYVFcXWrVtZsGABS5cuZcSIEWb9oEGDGDNmDGFhYRw9epT58+eTO3dugCdeR2rXn977mZiYSFBQENeuXWPbtm1s3LiRU6dO0bp1a6t2J06cYMmSJSxdupSIiIh0fydpXffj7t27R1xcnNVHREREREQkvTJndAC2xN3dnYYNGzJ//nzq1asHwHfffUfOnDmpU6cOc+fOfarxcuTIQaZMmXB1dSVPnjxPHU/WrFmZMWMG9vb2AHzzzTckJiYyY8YM80F/5syZZM+ena1bt1KpUiViY2Np0qQJxYoVA8DPz88cb86cOYSGhpI1a1bmzp3LF198wYwZM8iZMyd9+/bl9u3bALRv357u3btz+/ZtsmbNmmJs9vb2fP311zg7O1OyZElGjhxJ//79GTVqFLdv32bixIlMnjyZTp06AVCsWDFefPFFAL799ts0r+Pll19O8fqBdN3PTZs2ERkZyenTpylYsKB57SVLlmTfvn1UrlwZeLhkYM6cOXh6eqb7O0nruu3skufwPvzwwzSTBiIiIiIiImnRTIG/Wbt27ViyZAn37t0DYN68ebRp0ybFB77nrXTp0lYPxIcPH+bEiRO4urri4uKCi4sLOXLk4I8//uDkyZPkyJGDkJAQAgMDadq0KRMnTrT6NT0yMpLq1asDsGrVKnr37k2TJk144YUXGDdunNnOwcGBbNmypfmrdtmyZXF2djaPq1Wrxq1btzh//jxRUVHcu3fPTKw87knXkdr1p1dUVBQFCxY0EwIA/v7+ZM+enaioKLOscOHCT5UQgLSvOyWDBg0iNjbW/KTWTkREREREJCWaKfA3a9q0KYZhsGbNGipXrsz27dv55JNPALCzs8MwDKv2Dx48eOpzpHecx3+lv3XrFhUrVmTevHnJ2iY93M6cOZPevXuzbt06vv32W95//302btzICy+8QHx8PE5OTsDDX8kfHd/FxcX89/nz57l//z65cuV66msDzHOkJj3XAcmv/1l73uPDwwSLg4PDcz+PiIiIiIj8N2mmwN/M0dGRFi1aMG/ePBYsWICvry8VKlQAHj6wPr6O/Ulr0e3t7UlISLAq8/T05LfffrNKDKRnTXuFChWIiYkhV65ceHt7W32yZctmtitfvjyDBg1i586dlCpVivnz5wPg7e1NZGQkAC+++CLTp0/nwoUL3L1715wpcO7cOTp27EhoaCiZMmVKNZbDhw9z9+5d83j37t24uLhQsGBBihcvjpOTU6qv80vvdaQkpfv5OD8/P86fP2/1q/zRo0e5ceMG/v7+afZ9krSuW0RERERE5FlTUiADtGvXjjVr1vD1119bbTBYt25d9u/fz5w5c4iJiWHYsGH8/PPPaY7l5eXFjz/+yIULF7hy5Qrw8K0Ely9fZty4cZw8eZIpU6bw/fffpyuunDlzEhQUxPbt2zl9+jRbt26ld+/e/PLLL5w+fZpBgwaxa9cuzp49y4YNG4iJiTH3FQgODmbq1KkA9OzZk2LFilGgQAHc3d0pWrQoAJUqVaJ+/foMHTo0zVju379P586dOXr0KGvXrmXYsGH07NkTOzs7HB0dGThwIAMGDGDOnDmcPHmS3bt389VXX6XrOp72fl64cIESJUqwd+9eAOrXr0/p0qVp164dBw8eZO/evXTs2JHatWtTqVKlVMfu2LEjgwYN+tPXLSIiIiIi8qzpSSMD1K1blxw5cnD8+HFee+01szwwMJCwsDAGDBhA5cqVuXnzJh07dkxzrJEjR3LmzBmKFStmTo338/Nj6tSpTJkyhbJly7J371769ev3xLicnZ358ccfKVSoEC1atMDPz4/OnTvzxx9/4ObmhrOzM8eOHeOVV17Bx8eHrl270qNHD7p16wZAhw4duH79OmFhYTg6OrJixQquXbvGpUuXGDVqFBcuXOD3339nyJAhT3zIrVevHsWLF6dWrVq0bt2aZs2aMXz4cLM+LCyMvn37MnToUPz8/GjdujWXLl1K13U87f188OABx48f586dOwBYLBZWrFiBu7s7tWrVon79+hQtWpRvv/02zbHPnTv3xDdEPOm6RUREREREniWL8fjic5G/4MyZMzRo0IAiRYowYMAAatSogb29PefPn2f69Ols27aNLVu2WCUFBg0axPbt29mxYwcAISEh3Lhxg+XLl2fQVfw9nsd1x8XFPVwikX8w2Dn+pfiMc2F/qb+IiIiIiGScpGeD2NjYNH8c1UwBeaa8vLzYt28fVapUISQkBEdHR+zt7fH39+fUqVN89dVXZkLAMAxOnjzJpk2bKFmyZAZH/vex1esWEREREZF/HiUF5JlzdXVlxIgRnD17lsuXL3Pq1CmuX7/ON998g7e3t9kuNjYWf39/7O3tGTx4cAZG/Pey1esWEREREZF/Hi0fEPkP0fIBEREREREBLR8QERERERERkSdQUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVGZMzoAEXn2Yo8OTHMzEREREREREdBMARERERERERGbpaSAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKL2SUOQ/KJv/WLBz/MvjGOfCnkE0IiIiIiLyT6WZAiIiIiIiIiI2SkkBERERERERERulpICIiIiIiIiIjVJSQERERERERMRGKSkgIiIiIiIiYqOUFBARERERERGxUUoKiIiIiIiIiNgoJQVEREREREREbJSSAiIiIiIiIiI2SkmBf4hZs2aRPXt283j48OGUK1cuw+J5XkJCQmjevHlGh5GMxWJh+fLlGR2GiIiIiIjI30pJgX+ofv36sWnTJvP4SQ/T586do1+/fpQtW5acOXNStGhRWrZsybp1655bjAEBAYSGhj638f8p5xQREREREfmvUlLgH8rFxQUPD490tZ07dy6lSpXiwoULDB8+nE2bNrFgwQJeeOEFunbtSseOHUlISHjOEYuIiIiIiMi/jZICf8K6det48cUXyZ49Ox4eHjRp0oSTJ08CsHXrViwWCzdu3DDbR0REYLFYOHPmjFk2a9YsChUqhLOzM8HBwVy9etXqHI8uHxg+fDizZ89mxYoVWCwWLBYLW7duBWDVqlX079+fDRs2sGDBAoKDgylbtixVq1alX79+REVFcenSJatf15NiXLNmDWXKlMHR0ZEXXniBn3/+2Wxz9epV2rZtS/78+XF2dqZ06dIsWLDArA8JCWHbtm1MnDjRjCnp+o4cOUKTJk1wc3PD1dWVmjVrmvcnyfjx48mbNy8eHh706NGDBw8emHVTp06lePHiODo6kjt3blq2bJnmORMSEujcuTNFihTByckJX19fJk6cmOx7+/rrrylZsiQODg7kzZuXnj17pvodDxs2jLx58/LTTz+l2mbVqlVUrlwZR0dHcubMSXBwsFl3/fp1OnbsiLu7O87OzjRs2JCYmBizPmm5yOrVq/H19cXZ2ZmWLVty584dZs+ejZeXF+7u7vTu3VsJHREREREReW4yZ3QA/0a3b9+mT58+lClThlu3bjF06FCCg4OJiIhIV/89e/bQuXNnPvzwQ5o3b866desYNmxYqu2THu7j4uKYOXMmADly5OD+/fv07NmTWbNm8cILL7Bjxw5CQ0M5f/48wcHB3Llzh8DAQObNm4ePjw+hoaEUK1bMHLd///5MnDiRPHnyMHjwYJo2bUp0dDRZsmThjz/+oGLFigwcOBA3NzfWrFlDhw4dKFasGFWqVGHixIlER0dTqlQpRo4cCYCnpycXLlygVq1aBAQEsHnzZtzc3AgPDyc+Pt4875YtW8ibNy9btmzhxIkTtG7dmnLlytGlSxf2799P7969mTt3LtWrV+fatWts374dINVzJiYmUqBAARYvXoyHhwc7d+6ka9eu5M2bl1atWgHw+eef06dPH8aMGUPDhg2JjY0lPDw82b02DIPevXuzevVqtm/fjre3d4rfyZo1awgODmbIkCHMmTOH+/fvs3btWrM+JCSEmJgYVq5ciZubGwMHDqRRo0YcPXqULFmyAHDnzh0mTZrEwoULuXnzJi1atCA4OJjs2bOzdu1aTp06xSuvvEKNGjVo3bp1inHcu3ePe/fumcdxcXGp/h2JiIiIiIg8TkmBP+GVV16xOv7666/x9PTk6NGj6eo/ceJEGjRowIABAwDw8fFh586dqa7/d3FxwcnJiXv37pEnTx6zfOPGjXh6etKgQQNu3LhBUFAQPXv2JDg4mO+++44xY8ZQt25dPDw8aNSoERs3brRKCgwbNoyXXnoJgNmzZ1OgQAGWLVtGq1atyJ8/P/369TPb9urVi/Xr17No0SKqVKlCtmzZsLe3x9nZ2SqmKVOmkC1bNhYuXGg+/Pr4+Fhdj7u7O5MnTyZTpkyUKFGCxo0bs2nTJrp06cK5c+fImjUrTZo0wdXVlcKFC1O+fHmAVM+ZKVMmRowYYR4XKVKEXbt2sWjRIjMp8MEHH9C3b1/eeecds13lypWt4oqPj6d9+/YcOnSIHTt2kD9//lS/w9GjR9OmTRur85YtWxbATAaEh4dTvXp1AObNm0fBggVZvnw5r776KgAPHjzg888/N7+Tli1bMnfuXH7//XdcXFzw9/enTp06bNmyJdWkwIcffmgVg4iIiIiIyNPQ8oE/ISYmhrZt21K0aFHc3Nzw8vICHm72lx5RUVFUrVrVqqxatWpPHUdkZKT50Llz5048PDwYMWIE5cqV44MPPqBIkSJm27x583L9+vVUz5kjRw58fX2JiooCICEhgVGjRlG6dGly5MiBi4sL69evf+I1RkREULNmTTMhkJKSJUuSKVMmq9guXboEwEsvvUThwoUpWrQoHTp0YN68edy5c+eJ92LKlClUrFgRT09PXFxcmDZtmhnrpUuX+PXXX6lXr16aY7z77rvs2bOHH3/8Mc2EQNJ1pjZeVFQUmTNntvqOPTw8rO4vgLOzs1WSJnfu3Hh5eeHi4mJVlnRvUjJo0CBiY2PNz/nz59OMW0RERERE5FFKCvwJTZs25dq1a0yfPp09e/awZ88eAO7fv4+d3cNbahiG2f7R9fLPUnx8PE5OTua5s2bNalX/6MPlwYMHU50Kn5KPPvqIiRMnMnDgQLZs2UJERASBgYHcv38/zX5J8aTl8YSBxWIhMTERAFdXVw4ePMiCBQvImzcvQ4cOpWzZslZ7NDxu4cKF9OvXj86dO7NhwwYiIiJ4/fXXzVjTExM8TEhcuHCB9evXP7FtesdMS0r3Ia17kxIHBwfc3NysPiIiIiIiIumlpMBTunr1KsePH+f999+nXr16+Pn5Wf0C7+npCcDFixfNssf3GvDz8zMTCUl2796d5nnt7e2TbTjn7e1NZGQk8HAq/LFjx1ixYgWJiYmsWLGCw4cPc/fuXT766CPOnz9Ps2bNUj3n9evXiY6Oxs/PD4Dw8HCCgoJo3749ZcuWpWjRokRHRz8xpjJlyrB9+/a/lAjJnDkz9evXZ9y4cfz000+cOXOGzZs3p3rOpGn63bt3p3z58nh7e1ttbOjq6oqXl5fVKx5T0qxZM+bPn8+bb77JwoUL02xbpkyZVMfz8/MjPj7e6jtO+rvx9/dPc1wREREREZG/k5ICT8nd3R0PDw+mTZvGiRMn2Lx5M3369DHrvb29KViwIMOHDycmJoY1a9YwYcIEqzF69+7NunXrGD9+PDExMUyePDnV/QSSeHl58dNPP3H8+HGuXLnCgwcPqF+/Pnv27CE6Opr8+fMzZcoU2rZti729PWPGjCEwMJB33nmHHTt2sGnTJhwcHKzGHDlyJJs2beLnn38mJCSEnDlz0rx5cwCKFy/Oxo0b2blzJ1FRUXTr1o3ff/89WUx79uzhzJkzXLlyhcTERHr27ElcXBxt2rRh//79xMTEMHfuXI4fP56u+7t69WomTZpEREQEZ8+eZc6cOSQmJuLr65vqOYsXL87+/ftZv3490dHRhIWFsW/fPqtxhw8fzoQJE5g0aRIxMTEcPHiQzz77LNn5g4ODmTt3Lq+//jrfffedWT5o0CA6duxoHg8bNowFCxYwbNgwoqKiiIyMZOzYsea9CwoKokuXLuzYsYPDhw/Tvn178ufPT1BQULrug4iIiIiIyN9BSYGnZGdnx8KFCzlw4AClSpXi3Xff5aOPPjLrs2TJwoIFCzh27BhlypRh7NixfPDBB1ZjvPDCC0yfPp2JEydStmxZNmzYwPvvv5/mebt06YKvry+VKlXC09OT8PBwc1f7Vq1acfXqVd544w1u3LjB+fPn2bVrF9988w2xsbGsWLGCAgUKJBtzzJgxvPPOO1SsWJHffvuNVatWYW9vD8D7779PhQoVCAwMJCAggDx58pgJgyT9+vUjU6ZM+Pv74+npyblz5/Dw8GDz5s3cunWL2rVrU7FiRaZPn57mHgOPyp49O0uXLqVu3br4+fnxxRdfsGDBAkqWLJnqObt160aLFi1o3bo1VatW5erVq3Tv3t1q3E6dOvHpp58ydepUSpYsSZMmTaxeEfioli1bMnv2bDp06MDSpUuBhzM/Ht1PISAggMWLF7Ny5UrKlStH3bp12bt3r1k/c+ZMKlasSJMmTahWrRqGYbB27dp03wcREREREZG/g8V4dPG7/OsYhkH37t1ZvXo1Q4cOpXnz5nh6enL79m3WrVvHqFGjmDFjBpUqVTL7bN26lTp16nD9+nWyZ8+eccHLMxcXF0e2bNkg/2Cwc/zL4xnnwp5BVCIiIiIi8ndLejaIjY1Nc+8xvZLwX85isfD555/TsGFDxo0bx1tvvUXmzJmJj4+nUqVKvP/++1YJAREREREREZEkSgr8RzRr1oxmzZpx9+5drly5Qvbs2XF1dc3osEREREREROQfTEmB/xgnJycKFiyYZpuAgAC0akRERERERES00aCIiIiIiIiIjVJSQERERERERMRGKSkgIiIiIiIiYqOUFBARERERERGxUdpoUOQ/KPbowDTfRSoiIiIiIgKaKSAiIiIiIiJis5QUEBEREREREbFRSgqIiIiIiIiI2CglBURERERERERslJICIiIiIiIiIjZKSQERERERERERG6VXEor8B2XzHwt2js9sPONc2DMbS0RERERE/jk0U0BERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpaSAiIiIiIiIiI1SUkBERERERETERikp8C/k5eXFp59++kzHPHPmDBaLhYiIiBTrExMT+fbbb2natCmFChXC09OTSpUqMXz4cK5evfpMYxEREREREZG/R+aMDkD++a5cuULLli05f/48PXr0oH///uTIkYNTp04xf/58/P39WbZsGdWrV8/oUEVEREREROQpaKbAc5CYmMi4cePw9vbGwcGBQoUKMXr0aAAiIyOpW7cuTk5OeHh40LVrV27dumX2DQkJoXnz5owfP568efPi4eFBjx49ePDgAQABAQGcPXuWd999F4vFgsViAeDq1au0bduW/Pnz4+zsTOnSpVmwYEG64ypSpAgA5cuXx2KxEBAQAEB8fDzNmjWjWLFiHDt2jD59+lCrVi1KlSpFs2bNWLhwIV9//TXBwcGcOnUKgNWrV5M9e3YSEhIAiIiIwGKx8N5775mxvPnmm7Rv3x6AWbNmkT17dpYvX07x4sVxdHQkMDCQ8+fPm+0PHz5MnTp1cHV1xc3NjYoVK7J//36zPjw8nICAAJydnXF3dycwMJDr168DsG7dOl588UWyZ8+Oh4cHTZo04eTJk2bfpFkSS5cupU6dOjg7O1O2bFl27dqV5vd848YNunXrRu7cuXF0dKRUqVKsXr3arF+yZAklS5bEwcEBLy8vJkyYYNXfy8uLDz74gI4dO+Li4kLhwoVZuXIlly9fJigoCBcXF8qUKWN1nSIiIiIiIs+SkgLPwaBBgxgzZgxhYWEcPXqU+fPnkzt3bm7fvk1gYCDu7u7s27ePxYsX88MPP9CzZ0+r/lu2bOHkyZNs2bKF2bNnM2vWLGbNmgXA0qVLKVCgACNHjuTixYtcvHgRgD/++IOKFSuyZs0afv75Z7p27UqHDh3Yu3fvE+MCzHY//PADFy9eZOnSpQB89dVXWCwWpk2bRmJiIr169SJ//vyUK1eOr7/+mpIlS9K4cWO6du3KiBEjAKhZsyY3b97k0KFDAGzbto2cOXOydetWM5Zt27aZiQeAO3fuMHr0aObMmUN4eDg3btygTZs2Zn27du0oUKAA+/bt48CBA7z33ntkyZIFeJh0qFevHv7+/uzatYsdO3bQtGlTMylx+/Zt+vTpw/79+9m0aRN2dnYEBweTmJhodd+HDBlCv379iIiIwMfHh7Zt2xIfH5/id5yYmEjDhg0JDw/nm2++4ejRo4wZM4ZMmTIBcODAAVq1akWbNm2IjIxk+PDhhIWFmd9jkk8++YQaNWpw6NAhGjduTIcOHejYsSPt27fn4MGDFCtWjI4dO2IYRopx3Lt3j7i4OKuPiIiIiIhIuhnyTMXFxRkODg7G9OnTk9VNmzbNcHd3N27dumWWrVmzxrCzszN+++03wzAMo1OnTkbhwoWN+Ph4s82rr75qtG7d2jwuXLiw8cknnzwxlsaNGxt9+/Z9YlyGYRinT582AOPQoUNW5dWrVzdWrVplGIZhjBw50vDx8TG2bNlibN682ShRooRRuHBhwzAM48SJE0bu3LnNfhUqVDA++ugjwzAMo3nz5sbo0aMNe3t74+bNm8Yvv/xiAEZ0dLRhGIYxc+ZMAzB2795t9o+KijIAY8+ePYZhGIarq6sxa9asFGNv27atUaNGjSfejySXL182ACMyMtLq2mfMmGG2OXLkiAEYUVFRKY6xfv16w87Ozjh+/HiK9a+99prx0ksvWZX179/f8Pf3N48LFy5stG/f3jy+ePGiARhhYWFm2a5duwzAuHjxYornGTZsmAEk/+QfbFBw5DP7iIiIiIjIv0tsbKwBGLGxsWm200yBZywqKop79+5Rr169FOvKli1L1qxZzbIaNWqQmJjI8ePHzbKSJUuavzgD5M2bl0uXLqV53oSEBEaNGkXp0qXJkSMHLi4urF+/nnPnzj0xrrRERkaaewWsWrWKYcOGERAQQJ06dXj//fetYkyarg9Qu3Zttm7dimEYbN++nRYtWuDn58eOHTvYtm0b+fLlo3jx4mb7zJkzU7lyZfO4RIkSZM+enaioKAD69OnDm2++Sf369RkzZozV9P+kmQKpiYmJoW3bthQtWhQ3Nze8vLwAzHuTpEyZMlbXA6R63yMiIihQoAA+Pj4p1kdFRVGjRg2rsho1ahATE2POYHj8nEmzNkqXLp2sLLU4Bg0aRGxsrPl5dMmFiIiIiIjIkygp8Iw5OTn95TGSpsUnsVgsyaa6P+6jjz5i4sSJDBw4kC1bthAREUFgYCD379//S3HFx8ebfe/fv2+V0HBxcTH/ffDgQby9vc3jgIAAduzYweHDh8mSJQslSpQgICCArVu3sm3bNmrXrv1UcQwfPpwjR47QuHFjNm/ebG5umJ5ra9q0KdeuXWP69Ons2bOHPXv2mNfzqEfve9JeDand92fxPad2zqeJw8HBATc3N6uPiIiIiIhIeikp8IwVL14cJycnNm3alKzOz8+Pw4cPc/v2bbMsPDwcOzs7fH19030Oe3t7q1+bk8YJCgqiffv2lC1blqJFixIdHZ2uuJLGBJKN6+3tTWRkJAAvvvgiEydO5Pr161y/fp2JEycCcOTIEd5++2369+9v9kvaV+CTTz4xEwBJSYGtW7da7ScAD5MPj26od/z4cW7cuIGfn59Z5uPjw7vvvsuGDRto0aIFM2fOBB7+2p7adV29epXjx4/z/vvvU69ePfz8/KxmNPxZZcqU4ZdffrG6x4/y8/MjPDzcqiw8PBwfHx+rWSAiIiIiIiIZSUmBZ8zR0ZGBAwcyYMAA5syZw8mTJ9m9ezdfffUV7dq1w9HRkU6dOvHzzz+zZcsWevXqRYcOHcxp4unh5eXFjz/+yIULF7hy5Qrw8KF/48aN7Ny5k6ioKLp168bvv/+errgAcuXKhZOTE+vWreP3338nNjYWgODgYKZMmQI8/LX+/v37eHh4UKBAAapWrcrZs2dp0KABvXr1IiQkxDyfu7s7ZcqUYd68eWYCoFatWhw8eJDo6OhkMwWyZMlCr1692LNnDwcOHCAkJIQXXniBKlWqcPfuXXr27MnWrVs5e/Ys4eHh7Nu3z0wYDBo0iH379tG9e3d++uknjh07xueff86VK1dwd3fHw8ODadOmceLECTZv3kyfPn2e7ksFLly4QIkSJcwNGWvXrk2tWrV45ZVX2LhxI6dPn+b7779n3bp1APTt25dNmzYxatQooqOjmT17NpMnT6Zfv35PfW4REREREZHnRUmB5yAsLIy+ffsydOhQ/Pz8aN26NZcuXcLZ2Zn169dz7do1KleuTMuWLalXrx6TJ09+qvFHjhzJmTNnKFasGJ6engC8//77VKhQgcDAQAICAsiTJw/NmzdPV1zwcE3/pEmT+PLLL8mXLx9BQUEAhIaGsmnTJmbMmEHOnDnZsWMHv//+O5cvX2bUqFH89ttvnD9/nq5duyaLs3bt2iQkJJhJgRw5cuDv70+ePHmSzYxwdnZm4MCBvPbaa9SoUQMXFxe+/fZbADJlysTVq1fp2LEjPj4+tGrVioYNG5pvO/Dx8WHDhg0cPnyYKlWqUK1aNVasWEHmzJmxs7Nj4cKFHDhwgFKlSvHuu+/y0UcfPdX9Bnjw4AHHjx/nzp07ZtmSJUuoXLkybdu2xd/fnwEDBpgzLSpUqMCiRYtYuHAhpUqVYujQoYwcOdIqcSIiIiIiIpLRLIaRyrvORP6/pNfl1a1bl969e1OhQgUyZ85MTEwMn332Gb/99huLFi360+PPmjWL0NBQbty48eyCtlFxcXFky5YN8g8GO8dnNq5xLuyZjSUiIiIiIs9f0rNBbGxsmnuPaaaAPFH58uWJiIjAw8ODpk2b4uDgQJYsWXjhhReIj49n0qRJGR2iiIiIiIiI/AmZMzoA+XfIlSsXEydO5NNPP+Xy5cvEx8eTJ08e7OyUVxIREREREfm30hOdPBWLxUKuXLnIly/fM0sIhISEaOmAiIiIiIhIBlBSQERERERERMRGKSkgIiIiIiIiYqOUFBARERERERGxUUoKiIiIiIiIiNgovX1A5D8o9ujANN9FKiIiIiIiApopICIiIiIiImKzlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpVcSivwHZfMfC3aOz2w841zYMxtLRERERET+OTRTQERERERERMRGKSkgIiIiIiIiYqOUFBARERERERGxUUoKiIiIiIiIiNgoJQVEREREREREbJSSAiIiIiIiIiI2SkkBERERERERERulpICIiIiIiIiIjVJSQERERERERMRGKSkg/yleXl58+umnabaxWCwsX74cgDNnzmCxWIiIiHjusYmIiIiIiPzTKCkgz82DBw+YNm0a9evXJ3/+/OTJk4fq1aszfvx47ty5k9HhiYiIiIiI2LzMGR2A/DedOnWKoKAg7OzsePvttylTpgwuLi4cO3aMmTNnMmXKFNavX4+Pj09GhyoiIiIiImKzNFPABiUmJjJu3Di8vb1xcHCgUKFCjB492pxKv3TpUurUqYOzszNly5Zl165dZt+rV6/Stm1b8ufPj7OzM6VLl2bBggVW48fGxhIYGEhwcDARERG89dZbVK9enTJlytCqVSu+//57Bg8ezMsvv8z169cBGDx4MFWrVk0Wa9myZRk5ciQAAQEBhIaGWtU3b96ckJCQVK81JiaGWrVq4ejoiL+/Pxs3bkyx3bFjx6hevTqOjo6UKlWKbdu2pXkP7927x8CBAylYsCAODg54e3vz1VdfmfXbtm2jSpUqODg4kDdvXt577z3i4+PN+oCAAHr16kVoaCju7u7kzp2b6dOnc/v2bV5//XVcXV3x9vbm+++/f2IccXFxVh8REREREZH0UlLABg0aNIgxY8YQFhbG0aNHmT9/Prlz5zbrhwwZQr9+/YiIiMDHx4e2bduaD7R//PEHFStWZM2aNfz888907dqVDh06sHfvXrP/mDFjqFixIiNHjiQ2NpZ27dqZSwcmTZpEw4YN6dKlCzVr1jTX/7dr1469e/dy8uRJc5wjR47w008/8dprr/2p60xMTKRFixbY29uzZ88evvjiCwYOHJhi2/79+9O3b18OHTpEtWrVaNq0KVevXk117I4dO7JgwQImTZpEVFQUX375JS4uLgBcuHCBRo0aUblyZQ4fPsznn3/OV199xQcffGA1xuzZs8mZMyd79+6lV69evP3227z66qtUr16dgwcP8vLLL9OhQ4c0l1p8+OGHZMuWzfwULFjwT9wpERERERGxVRbDMIyMDkL+Pjdv3sTT05PJkyfz5ptvWtWdOXOGIkWKMGPGDDp37gzA0aNHKVmyJFFRUZQoUSLFMZs0aUKJEiUYP348AAUKFGDdunWUKlWKzp07ExUVxSeffMKlS5fo2rUrvr6+bN26lU2bNjFkyBB2794NQLly5XjllVcICwsDHs4e2Lx5s1kfEBBAuXLlrDYSbN68OdmzZ2fWrFnAw40GQ0NDCQ0NZcOGDTRu3JizZ8+SL18+ANatW0fDhg1ZtmwZzZs3N695zJgxZsIgPj6eIkWK0KtXLwYMGJDseqOjo/H19WXjxo3Ur18/Wf2QIUNYsmQJUVFRWCwWAKZOncrAgQOJjY3Fzs6OgIAAEhIS2L59OwAJCQlky5aNFi1aMGfOHAB+++038ubNy65du3jhhRdSvPf37t3j3r175nFcXNzDxED+wWDnmGKfP8M4F/bMxhIRERERkecvLi6ObNmyERsbi5ubW6rtNFPAxkRFRXHv3j3q1auXapsyZcqY/86bNy8Aly5dAh4+vI4aNYrSpUuTI0cOXFxcWL9+PefOnQPg2rVr3Lx5k1KlSgGwatUqxo8fT9WqVWnatCk9e/a0Gjtp+QA8nC0wf/58AAzDYMGCBbRr1+4vXWvBggXNhABAtWrVUmz7aHnmzJmpVKkSUVFRKbaNiIggU6ZM1K5dO9XzVqtWzUwIANSoUYNbt27xyy+/mGWP3udMmTLh4eFB6dKlzbKk2RtJ9z4lDg4OuLm5WX1ERERERETSS0kBG+Pk5PTENlmyZDH/nfRgm5iYCMBHH33ExIkTGThwIFu2bCEiIoLAwEDu378PPPyV3dHx/36hvn//PlmzZjWPk6bYAxw8eBBvb2/zuG3bthw/fpyDBw+yc+dOzp8/T+vWrc16Ozs7Hp/Y8uDBg3Rd97OUnnuYHo/eZ3h4r9O69yIiIiIiIs+akgI2pnjx4jg5ObFp06Y/1T88PJygoCDat29P2bJlKVq0KNHR0WZ9zpw5uX//Pr///jsAL774IuPGjePu3btcuHCB6dOnA7Bz506GDBlCnz59zL4FChSgdu3azJs3j3nz5vHSSy+RK1cus97T05OLFy+axwkJCfz888+pxurn58f58+et+iQtRXjco+Xx8fEcOHAAPz+/FNuWLl2axMTEVDcj9PPzY9euXVYJjPDwcFxdXSlQoECq8YqIiIiIiPzdlBSwMY6OjgwcOJABAwYwZ84cTp48ye7du612zk9L8eLF2bhxIzt37iQqKopu3bqZCQB4+Gt+s2bNmDp1KgATJ07k0KFDuLi4ULp0aV566SW2bdvGG2+8wcSJE5MtY2jXrh0LFy5k8eLFyZYO1K1blzVr1rBmzRqOHTvG22+/zY0bN1KNtX79+vj4+NCpUycOHz7M9u3bGTJkSIptp0yZwrJlyzh27Bg9evTg+vXrvPHGG2Z9iRIlWLZsGfBw34JOnTrxxhtvsHz5ck6fPs3WrVtZtGgRAN27d+f8+fP06tWLY8eOsWLFCoYNG0afPn2ws9N/ciIiIiIi8s+ROaMDkL9fWFgYmTNnZujQofz666/kzZuXt956K11933//fU6dOkVgYCDOzs507dqV5s2bExsba7YZOnQoVapU4YUXXqBhw4YcPXqU3377DXd3dxITExkyZAg5c+ZMcfyWLVvSs2dPMmXKRPPmza3q3njjDQ4fPkzHjh3JnDkz7777LnXq1Ek1Vjs7O5YtW0bnzp2pUqUKXl5eTJo0iQYNGiRrO2bMGMaMGUNERATe3t6sXLnSKsbjx49bXePnn3/O4MGD6d69O1evXqVQoUIMHjwYgPz587N27Vr69+9P2bJlyZEjB507d+b9999P1z0WERERERH5u+jtA/JcbNiwgTZt2tC+fXu6dOlCyZIlAYiMjGT8+PF4enry8ccfZ3CU/z1JO4zq7QMiIiIiIrZNbx+QDPXyyy9z4MABbt68Sc2aNbG3t8fe3p6GDRtSoEABhg8fntEhioiIiIiI2DzNFJDnLjExkd9//x07OzvzNXvyfGimgIiIiIiIQPpnCmhPAXnu7OzsyJs3b0aHISIiIiIiIo/R8gERERERERERG6WkgIiIiIiIiIiNUlJARERERERExEZpTwGR/6DYowPT3ExEREREREQENFNARERERERExGYpKSAiIiIiIiJio5QUEBEREREREbFRSgqIiIiIiIiI2CglBURERERERERslJICIiIiIiIiIjZKryQU+Q/K5j8W7Byf2XjGubBnNpaIiIiIiPxzaKaAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJAREREREREREbpaSAiIiIiIiIiI1SUiADBQQEEBoamtFhZBiLxcLy5cv/9nOdOXMGi8VCRETE33JuERERERGRfyolBTLQ0qVLGTVqVEaHkW6zZs0ie/bsqdbfunWLCRMm8OKLL5InTx7y589P3bp1+fLLL4mPj//7AhUREREREZF0yZzRAdiyHDlyZHQI6fbgwYM06w8cOEBwcDCFCxemS5cu+Pn5kSVLFn766Se++OILvvjiC9avX0+uXLn+pohFRERERETkSTRTIAM9unzg3r17DBw4kIIFC+Lg4IC3tzdfffUVANevX6ddu3Z4enri5ORE8eLFmTlzZppjHzlyhCZNmuDm5oarqys1a9bk5MmTZv2MGTPw8/PD0dGREiVKMHXqVLMuaXr9t99+S+3atXF0dGTevHm8/vrrxMbGYrFYsFgsDB8+HICzZ8/SqFEjwsLC2L59O506daJKlSqUL1+eTp06sXPnTpo2bUrDhg2TJReuXLlCcHAwzs7OFC9enJUrV1rVr127Fh8fH5ycnKhTpw6zZs3CYrFw48aNVK89JiaGWrVq4ejoiL+/Pxs3bkyx3alTp6hTpw7Ozs6ULVuWXbt2mXVnz56ladOmuLu7kzVrVkqWLMnatWtTPefFixdp3LgxTk5OFClShPnz5+Pl5cWnn35qtjl37hxBQUG4uLjg5uZGq1at+P333wGIjo7GYrFw7Ngxq3E/+eQTihUrlup5RURERERE/grNFPiH6NixI7t27WLSpEmULVuW06dPc+XKFQDCwsI4evQo33//PTlz5uTEiRPcvXs31bEuXLhArVq1CAgIYPPmzbi5uREeHm5O4Z83bx5Dhw5l8uTJlC9fnkOHDtGlSxeyZs1Kp06dzHHee+89JkyYQPny5bGzs+PTTz9l6NChHD9+HAAXFxez3euvv06XLl345ZdfeOutt9i7dy/ly5fnxRdf5MKFC3zxxRds3bqVb775htdff908x4gRIxg3bhwfffQRn332Ge3atePs2bPkyJGD8+fP06JFC3r06EHXrl3Zv38/ffv2TfM+JiYm0qJFC3Lnzs2ePXuIjY1Ndd+GIUOGMH78eIoXL86QIUNo27YtJ06cIHPmzPTo0YP79+/z448/kjVrVo4ePWpeb2rf35UrV9i6dStZsmShT58+XLp0ySqupITAtm3biI+Pp0ePHrRu3ZqtW7fi4+NDpUqVmDdvntWSknnz5vHaa6+let579+5x79498zguLi7N+yMiIiIiIvIoJQX+AaKjo1m0aBEbN26kfv36ABQtWtSsP3fuHOXLl6dSpUoAeHl5pTnelClTyJYtGwsXLiRLliwA+Pj4mPXDhg1jwoQJtGjRAoAiRYpw9OhRvvzyS6ukQGhoqNkGIFu2bFgsFvLkyWOW3bp1izVr1nD69GkAOnXqhIuLC+vWrSMqKoq33nqLV155xaxbv369VVIgJCSEtm3bAvC///2PSZMmsXfvXho0aMDnn39OsWLFmDBhAgC+vr5ERkYyduzYVK/9hx9+4NixY6xfv558+fKZ4zZs2DBZ2379+tG4cWPgYXKiZMmSnDhxghIlSnDu3DleeeUVSpcuDVh/H487duwYP/zwA/v27TO/oxkzZlC8eHGzzaZNm4iMjOT06dMULFgQgDlz5lCyZEn27dtH5cqVadeuHZMnTzaTAtHR0Rw4cIBvvvkm1XN/+OGHjBgxItV6ERERERGRtGj5wD9AREQEmTJlonbt2inWv/322yxcuJBy5coxYMAAdu7cadY1bNgQFxcXXFxcKFmypDlezZo1zYTAo27fvs3Jkyfp3Lmz2c/FxYUPPvjAankBYD7gpiU6OhovLy88PDy4ffs2mzdv5vPPP6dChQq0a9eONm3amG3z5s3L9evXrfqXKVPG/HfWrFlxc3Mzf2GPioqiatWqVu2rVauWZjxRUVEULFjQTAik1efRc+fNmxfAPHfv3r354IMPqFGjBsOGDeOnn35K9ZzHjx8nc+bMVKhQwSzz9vbG3d09WVxJCQEAf39/smfPTlRUFABt2rThzJkz7N69G3g4S6BChQqUKFEi1XMPGjSI2NhY83P+/PlU24qIiIiIiDxOSYF/ACcnpzTrGzZsyNmzZ3n33Xf59ddfqVevHv369QMe/iIdERFBRESEueY9rfFu3boFwPTp081+ERER/Pzzz+bDaJKsWbM+Mfb4+HjzfEn7BTza79Ep9wcPHsTb29uq/+OJC4vFQmJi4hPP+yw8em6LxQJgnvvNN9/k1KlTdOjQgcjISCpVqsRnn332XOPJkycPdevWZf78+QDMnz+fdu3apdnHwcEBNzc3q4+IiIiIiEh6KSnwD1C6dGkSExPZtm1bqm08PT3p1KkT33zzDZ9++inTpk0DIH/+/Hh7e+Pt7U3hwoWBh7+Ab9++PcU3BuTOnZt8+fJx6tQps1/Sp0iRImnGaW9vT0JCglVZ0aJFiY6O5sGDB2TPnp2SJUsyevRoHjx4wLFjx1i4cCGJiYmsWbOGKVOm0LNnz3TfFz8/P/bu3WtV9njiIqU+58+f5+LFi+nuk5qCBQvy1ltvsXTpUvr27cv06dNTbOfr60t8fDyHDh0yy06cOGE1KyIprkd/yT969Cg3btzA39/fLGvXrh3ffvstu3bt4tSpU1YzLURERERERJ41JQX+Aby8vOjUqRNvvPEGy5cv5/Tp02zdupVFixYBMHToUFasWMGJEyc4cuQIq1evxs/PL9XxevbsSVxcHG3atGH//v3ExMQwd+5cc4PAESNG8OGHHzJp0iSio6OJjIxk5syZfPzxx0+M89atW2zatIkrV65w584dcubMSZkyZcx17zNnzmTBggU4OTlRv359mjVrxjfffMPQoUNZtGhRmnE/7q233iImJob+/ftz/Phx5s+fz6xZs6zaXLhwgRIlSpjJg/r16+Pj40OnTp04fPgw27dvZ8iQIek+Z5LQ0FDWr1/P6dOnOXjwIFu2bLGKvUSJEixbtsz8d/369enatSt79+7l0KFDdO3aFScnJ3MGQv369SldujTt2rXj4MGD7N27l44dO1K7dm2rZRotWrTg5s2bvP3229SpU8dqGYSIiIiIiMizpqTAP8Tnn39Oy5Yt6d69OyVKlKBLly7cvn0bePgL/aBBgyhTpgy1atUiU6ZMLFy4MNWxPDw82Lx5M7du3aJ27dpUrFiR6dOnm9Pl33zzTWbMmMHMmTMpXbo0tWvXZtasWU+cKVC9enXeeustWrdujaenJ+PGjQMebnbXr18/Dh48SOXKlTl37hznzp3jzJkzTJgwgWvXrnHgwAFq1qz5VPekUKFCLFmyhOXLl1O2bFm++OIL/ve//1m1efDgAcePH+fOnTsA2NnZsWzZMu7evUuVKlV48803GT169FOdFyAhIYEePXrg5+dHgwYN8PHxsXpt4/Hjx4mNjTWP58yZQ+7cualVqxbBwcF06dIFV1dXHB0dgYfLE1asWIG7uzu1atWifv36FC1alG+//dbqvK6urjRt2pTDhw8/cemAiIiIiIjIX2UxDMPI6CDk32/27Nm888479O7dm44dO1KsWDESEhLYu3cvH374IXXr1uXdd9/9y+fZunUrderU4fr162TPnv2vB/6c/PLLLxQsWJAffviBevXq/W3njYuLI1u2bJB/MNg5PrNxjXNhz2wsERERERF5/pKeDWJjY9Pce0yvJJRnolOnTpQvX56RI0dStmxZ7t+/T2JiIoULF6Zbt2706NEjo0N8rpJmZpQuXZqLFy8yYMAAvLy8qFWrVkaHJiIiIiIikiolBeSZKVOmDN999x3x8fH8/vvvODg4kDNnzowO62/x4MEDBg8ezKlTp3B1daV69erMmzcvxddCioiIiIiI/FNo+YDIf4iWD4iIiIiICKR/+YA2GhQRERERERGxUUoKiIiIiIiIiNgoJQVEREREREREbJSSAiIiIiIiIiI2Sm8fEPkPij06MM3NREREREREREAzBURERERERERslpICIiIiIiIiIjZKSQERERERERERG6WkgIiIiIiIiIiNUlJARERERERExEYpKSAiIiIiIiJio/RKQpH/oGz+Y8HO8ZmOaZwLe6bjiYiIiIhIxtNMAREREREREREbpaSAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKCUFRERERERERGyUkgIiIiIiIiIiNkpJgVRYLBaWL1+e0WH8p3h5efHpp59mdBgiIiIiIiLy/ykpkIqLFy/SsGFDAM6cOYPFYiEiIiJjg0qnq1evMnz4cCpXroynpyeFChWicePGLFy4EMMwMjo8ERERERER+YdQUuAx9+/fByBPnjw4ODhkcDRPb8OGDfj4+LBv3z769evHhg0bWLp0KU2aNGHUqFEEBgZy+/btjA5TRERERERE/gH+EUmB7777jtKlS+Pk5ISHhwf169c3H1xnzJiBn58fjo6OlChRgqlTp1r1/eWXX2jbti05cuQga9asVKpUiT179gAQEhJC8+bNrdqHhoYSEBBgHgcEBNCzZ09CQ0PJmTMngYGBgPXygSJFigBQvnx5LBYLAQEB/Pjjj2TJkoXffvst2fg1a9ZMdo03btygW7du5M6dG0dHR0qVKsXq1asBmDVrFtmzZ2f9+vX4+fnh4uJCgwYNuHjxotl/3759vPTSS+TMmZNs2bJRu3ZtDh48aHWO/fv307ZtW2bNmsWaNWto3bo15cuXp1KlSrz99tscPnyYAgUK0LZtW6t+e/fupXz58jg6OlKpUiWWLVtmNTMiKb5HLV++HIvFYh6fPHmSoKAgcufOjYuLC5UrV+aHH35Idh/Se08AlixZQsmSJXFwcMDLy4sJEyZY9ffy8uKDDz6gY8eOuLi4ULhwYVauXMnly5cJCgrCxcWFMmXKsH//frNP0rWsXr0aX19fnJ2dadmyJXfu3GH27Nl4eXnh7u5O7969SUhISDP+VatWUblyZRwdHcmZMyfBwcFm3fXr1+nYsSPu7u44OzvTsGFDYmJinkscIiIiIiIif1aGJwUuXrxI27ZteeONN4iKimLr1q20aNECwzCYN28eQ4cOZfTo0URFRfG///2PsLAwZs+eDcCtW7eoXbs2Fy5cYOXKlRw+fJgBAwaQmJj4VDHMnj0be3t7wsPD+eKLL5LV7927F4AffviBixcvsnTpUmrVqkXRokWZO3eu2e7BgwfMmzePN954w6p/YmIiDRs2JDw8nG+++YajR48yZswYMmXKZLa5c+cO48ePZ+7cufz444+cO3eOfv36mfU3b96kU6dO7Nixg927d1O8eHEaNWrEzZs3zTa9evVi9OjRNG3alKNHj1K7dm08PT1p1aoVffr0Ydy4cXzxxRccPXqULVu2mPewSZMm+Pv7c+DAAYYPH2513vS6desWjRo1YtOmTRw6dIgGDRrQtGlTzp07l2L7J92TAwcO0KpVK9q0aUNkZCTDhw8nLCyMWbNmWY3zySefUKNGDQ4dOkTjxo3p0KEDHTt2pH379hw8eJBixYrRsWNHq2UTd+7cYdKkSSxcuJB169axdetWgoODWbt2LWvXrmXu3Ll8+eWXfPfdd6le75o1awgODqZRo0YcOnSITZs2UaVKFbM+JCSE/fv3s3LlSnbt2oVhGDRq1IgHDx480zju3btHXFyc1UdERERERCTdjAx24MABAzDOnDmTrK5YsWLG/PnzrcpGjRplVKtWzTAMw/jyyy8NV1dX4+rVqymO3alTJyMoKMiq7J133jFq165tHteuXdsoX758sr6AsWzZMsMwDOP06dMGYBw6dMiqzdixYw0/Pz/zeMmSJYaLi4tx69Ytq3br16837OzsjOPHj6cY58yZMw3AOHHihFk2ZcoUI3fu3Cm2NwzDSEhIMFxdXY1Vq1YZhmEY0dHRRp48eYwHDx4Y8fHxho+Pj9G1a1fj0KFDxqRJk4zMmTMbw4YNMwzDMN5//31j4MCBhmE8vIceHh7G3bt3zbE///xzq+udOXOmkS1bNqvzL1u2zHjSn0/JkiWNzz77zDwuXLiw8cknn6Trnrz22mvGSy+9ZFXWv39/w9/f32q89u3bm8cXL140ACMsLMws27VrlwEYFy9eNK/l8XvdrVs3w9nZ2bh586ZZFhgYaHTr1i3Va6tWrZrRrl27FOuio6MNwAgPDzfLrly5Yjg5ORmLFi16pnEMGzbMAJJ/8g82KDjymX5EREREROTfIzY21gCM2NjYNNtl+EyBsmXLUq9ePUqXLs2rr77K9OnTuX79Ordv3+bkyZN07twZFxcX8/PBBx9w8uRJACIiIihfvjw5cuT4SzFUrFjxT/ULCQnhxIkT7N69G3g4JbxVq1ZkzZrVql1ERAQFChTAx8cn1bGcnZ0pVqyYeZw3b14uXbpkHv/+++906dKF4sWLky1bNtzc3Lh165b5S3xkZCSVK1cmc+bMHD9+nAsXLjB58mTKlStHr169rJZM5M2bl+vXrwMQFRVFmTJlcHR0NOurVav21Pfi1q1b9OvXDz8/P7Jnz46LiwtRUVGpzhR40j2JioqiRo0aVmU1atQgJibGajp9mTJlzH/nzp0bgNKlSycre/RePn6vc+fOjZeXFy4uLlZlj/ZJKf569eqlGnvmzJmpWrWqWebh4YGvry9RUVHPNI5BgwYRGxtrfs6fP59qWxERERERkcdlzugAMmXKxMaNG9m5cycbNmzgs88+Y8iQIaxatQqA6dOnWz1cJfUBcHJySnNsOzu7ZLvtPzp9O8njD/HplStXLpo2bcrMmTMpUqQI33//PVu3bk3W7klxAmTJksXq2GKxWMXeqVMnrl69ysSJEylcuDAODg5Uq1bN3BgxPj7ePM/9+/fJkiWL1ZiPPmgePHgQX1/fdF9neu5jv3792LhxI+PHj8fb2xsnJydatmxpxve49NyT9Hj0GpP2OEip7NElJSnd65TK0lqG8izifxZxODg4/Cs3xBQRERERkX+GDJ8pAA8ffGrUqMGIESM4dOiQub4/X758nDp1Cm9vb6tP0sZ/ZcqUISIigmvXrqU4rqenp9VmfcCfeq2gvb09QIobvr355pt8++23TJs2jWLFiiX7dTspzl9++YXo6OinPneS8PBwevfuTaNGjczN965cuWLWe3t7ExkZCYCvry9ZsmRh8uTJJCQksHv3btavX8+DBw+YPXs233//PSEhIQD4+fnx008/8ccff5hjJc18SOLp6cnNmzet3lrw+H0MDw8nJCSE4OBgSpcuTZ48eThz5kyq1/Oke+Ln50d4eHiyc/j4+FjtxZBRypQpw6ZNm1Ks8/PzIz4+3tzwEh6+JvL48eP4+/v/XSGKiIiIiIg8UYYnBfbs2cP//vc/9u/fz7lz51i6dCmXL1/Gz8+PESNG8OGHHzJp0iSio6OJjIxk5syZfPzxxwC0bduWPHny0Lx5c8LDwzl16hRLlixh165dANStW5f9+/czZ84cYmJiGDZsGD///PNTx5grVy6cnJxYt24dv//+O7GxsWZdYGAgbm5ufPDBB7z++usAXLhwgRIlSpgbFNauXZtatWrxyiuvsHHjRk6fPs3333/PunXr0h1D8eLFmTt3LlFRUezZs4d27dpZ/Vpdvnx57t69y5YtW3BycmLWrFkMHToUBwcHXn/9dZo3b87YsWOZOXMmGzZswNPTE4DXXnsNi8VCly5dOHr0KGvXrmX8+PFW565atSrOzs4MHjyYkydPMn/+/GQb/hUvXpylS5cSERHB4cOHee2119L8hftJ96Rv375s2rSJUaNGER0dzezZs5k8efKf2gTxWRg0aBAdO3Y0j4cNG8aCBQsYNmwYUVFRREZGMnbsWODhvQgKCqJLly7s2LGDw4cP0759e/Lnz09QUFCGxC8iIiIiIpKSDE8KuLm58eOPP9KoUSN8fHx4//33mTBhAg0bNuTNN99kxowZzJw5k9KlS1O7dm1mzZplzhSwt7dnw4YN5MqVi0aNGlG6dGmrHewDAwMJCwtjwIABVK5cmZs3b1o92KVX5syZmTRpEl9++SX58uWzerCzs7MjJCSEhIQEc+wHDx5w/Phx7ty5Y7ZbsmQJlStXpm3btvj7+zNgwICnetXcV199xfXr16lQoQIdOnSgd+/e5MqVy6y3WCyMHTuWTp06cebMGRo1asTly5c5e/YsR48eZerUqdy4cYOtW7dSsmRJs5+LiwurVq0iMjKS8uXLM2TIEPPhNkmOHDn45ptvWLt2LaVLl2bBggUMHz7cqs3HH3+Mu7s71atXp2nTpgQGBlKhQoU0rymte1KhQgUWLVrEwoULKVWqFEOHDmXkyJHmDIe/28WLF632RwgICGDx4sWsXLmScuXKUbduXTMJBDBz5kwqVqxIkyZNqFatGoZhsHbt2mTLA0RERERERDKSxXh8sbg8tc6dO3P58mVWrlyZ0aHwv//9j48//phBgwbRunVrChQowL1799i2bRujRo2iT58+BAcHpznGmTNnKFKkCIcOHaJcuXJ/T+DyTMTFxZEtWzbIPxjsHJ/c4SkY58Ke6XgiIiIiIvL8JD0bxMbG4ubmlmq7DJ8p8G8WGxvLjh07mD9/Pr169crocAAYPHgwy5YtY8OGDRQrVgx7e3ucnJzo06cPHTp00PR1ERERERERMWX42wf+zYKCgti7dy9vvfUWL730UkaHY6pZsybr16/n3r17XLp0CVdXV7Jnz57RYYmIiIiIiMg/jJICf0FKrx/8J3FwcKBgwYJP3c/LyyvZKwhFRERERETkv0fLB0RERERERERslJICIiIiIiIiIjZKSQERERERERERG6WkgIiIiIiIiIiN0kaDIv9BsUcHpvkuUhEREREREdBMARERERERERGbpaSAiIiIiIiIiI1SUkBERERERETERikpICIiIiIiImKjlBQQERERERERsVFKCoiIiIiIiIjYKL2SUOQ/KJv/WLBzfObjGufCnvmYIiIiIiKScTRTQERERERERMRGKSkgIiIiIiIiYqOUFBARERERERGxUUoKiIiIiIiIiNgoJQVEREREREREbJSSAiIiIiIiIiI2SkkBERERERERERulpICIiIiIiIiIjXpmSYEzZ85gsViIiIh4VkPKE4SEhNC8efO/NMbWrVuxWCzcuHHjmcT0b2GxWFi+fHlGhyEiIiIiIpKhNFPAxlWvXp2LFy+SLVu2p+6bmJjIt99+S9OmTSlUqBCenp5UqlSJ4cOHc/Xq1ecQrYiIiIiIiDxLmTPy5AkJCVgsFuzslJvIKPb29uTJk+ep+125coWWLVty/vx5evToQf/+/cmRIwenTp1i/vz5+Pv7s2zZMqpXr/4cohYREREREZFn4amfxhMTExk3bhze3t44ODhQqFAhRo8ebdafOnWKOnXq4OzsTNmyZdm1a5dZN2vWLLJnz87KlSvx9/fHwcGBc+fOcf36dTp27Ii7uzvOzs40bNiQmJiYZP1Wr16Nr68vzs7OtGzZkjt37jB79my8vLxwd3end+/eJCQkmP3u3btHv379yJ8/P1mzZqVq1aps3br1ide4atUqKleujKOjIzlz5iQ4OBiAwYMHU7Vq1WTty5Yty8iRI83jGTNm4Ofnh6OjIyVKlGDq1Klpni8hIYHOnTtTpEgRnJyc8PX1ZeLEicna9OnTh+zZs+Ph4cGAAQMwDMOqTUBAAL169SI0NBR3d3dy587N9OnTuX37Nq+//jqurq54e3vz/fffm30eXz6QdK/Xr1+Pn58fLi4uNGjQgIsXL5p94uPjadasGcWKFePYsWP06dOHWrVqUapUKZo1a8bChQv5+uuvCQ4O5tSpU2a/mzdv0q5dO7JmzUrevHn55JNPCAgIIDQ01GzzpL8FgCVLllCyZEkcHBzw8vJiwoQJVvUXL16kcePGODk5UaRIEebPn4+Xlxeffvppqt/B+fPnadWqFdmzZydHjhwEBQVx5syZtL42jhw5QpMmTXBzc8PV1ZWaNWty8uRJ4OF/JyNHjqRAgQI4ODhQrlw51q1bZ/ZNWm6zaNEiatasiZOTE5UrVyY6Opp9+/ZRqVIlXFxcaNiwIZcvX04zDhERERERkT/rqZMCgwYNYsyYMYSFhXH06FHmz59P7ty5zfohQ4bQr18/IiIi8PHxoW3btsTHx5v1d+7cYezYscyYMYMjR46QK1cuQkJC2L9/PytXrmTXrl0YhkGjRo148OCBVb9JkyaxcOFC1q1bx9atWwkODmbt2rWsXbuWuXPn8uWXX/Ldd9+ZfXr27MmuXbtYuHAhP/30E6+++ioNGjRI9pD5qDVr1hAcHEyjRo04dOgQmzZtokqVKgC0a9eOvXv3mg9+8PDB8KeffuK1114DYN68eQwdOpTRo0cTFRXF//73P8LCwpg9e3aq50xMTKRAgQIsXryYo0ePMnToUAYPHsyiRYvMNhMmTGDWrFl8/fXX7Nixg2vXrrFs2bJkY82ePZucOXOyd+9eevXqxdtvv82rr75K9erVOXjwIC+//DIdOnTgzp07qcZz584dxo8fz9y5c/nxxx85d+4c/fr1M+u/+uorLBYL06ZNIzExkV69epE/f37KlSvH119/TcmSJWncuDFdu3ZlxIgRZr8+ffoQHh7OypUr2bhxI9u3b+fgwYNW537S38KBAwdo1aoVbdq0ITIykuHDhxMWFsasWbPMMTp27Mivv/7K1q1bWbJkCdOmTePSpUupXu+DBw8IDAzE1dWV7du3Ex4ebiZD7t+/n2KfCxcuUKtWLRwcHNi8eTMHDhzgjTfeMP/WJ06cyIQJExg/fjw//fQTgYGBNGvWLNnf3rBhw3j//fc5ePAgmTNn5rXXXmPAgAFMnDiR7du3c+LECYYOHZpq7Pfu3SMuLs7qIyIiIiIikm7GU4iLizMcHByM6dOnJ6s7ffq0ARgzZswwy44cOWIARlRUlGEYhjFz5kwDMCIiIsw20dHRBmCEh4ebZVeuXDGcnJyMRYsWWfU7ceKE2aZbt26Gs7OzcfPmTbMsMDDQ6Natm2EYhnH27FkjU6ZMxoULF6zirFevnjFo0KBUr7FatWpGu3btUq0vW7asMXLkSPN40KBBRtWqVc3jYsWKGfPnz7fqM2rUKKNatWqpjpmSHj16GK+88op5nDdvXmPcuHHm8YMHD4wCBQoYQUFBZlnt2rWNF1980TyOj483smbNanTo0MEsu3jxogEYu3btMgzDMLZs2WIAxvXr1w3DSPleT5kyxcidO7d5XL16dWPVqlWGYRjGyJEjDR8fH2PLli3G5s2bjRIlShiFCxc2DMMwTpw4YfaLi4szsmTJYixevNgc58aNG4azs7PxzjvvGIaRvr+F1157zXjppZes7lX//v0Nf39/wzAMIyoqygCMffv2mfUxMTEGYHzyySdmGWAsW7bMMAzDmDt3ruHr62skJiaa9ffu3TOcnJyM9evXGykZNGiQUaRIEeP+/fsp1ufLl88YPXq0VVnlypWN7t27G4aR8n8vCxYsMABj06ZNZtmHH35o+Pr6pngOwzCMYcOGGUDyT/7BBgVHPvOPiIiIiIj8O8TGxhqAERsbm2a7p5opEBUVxb1796hXr16qbcqUKWP+O2/evABWv9La29tbtYmKiiJz5sxW0/I9PDzw9fUlKirKLHN2dqZYsWLmce7cufHy8sLFxcWqLOlckZGRJCQk4OPjg4uLi/nZtm2b+Uv/o+VvvfUWABEREWleX7t27Zg/fz4AhmGwYMEC2rVrB8Dt27c5efIknTt3thr7gw8+MM/ZsGFDs7xkyZLmuFOmTKFixYp4enri4uLCtGnTOHfuHACxsbFcvHjR6h5lzpyZSpUqpXn/M2XKhIeHB6VLl7a6R0Cav5w/fq/z5s1r1T4yMtLcK2DVqlUMGzaMgIAA6tSpw/vvv2/V7/r168DDZSUPHjwwZ10AZMuWDV9fX/M4PX8LUVFR1KhRwyreGjVqEBMTQ0JCAsePHydz5sxUqFDBrPf29sbd3T3V6z18+DAnTpzA1dXV/G5y5MjBH3/8YTUr5FERERHUrFmTLFmyJKuLi4vj119/TTHOR/+mwfr7SvpuHv++0vquBg0aRGxsrPk5f/58qm1FREREREQe91QbDTo5OT2xzaMPSRaLBXg4Pf7RMZLKn8bjD18WiyXFsqRz3bp1i0yZMnHgwAEyZcpk1S4pkfDo6xPd3NzM+NLStm1bBg4cyMGDB7l79y7nz5+ndevW5jkBpk+fnmzvgaQYZsyYwd27d62uaeHChfTr148JEyZQrVo1XF1d+eijj9izZ0+asaTkSfcppe8kPWMYj+xfEB8fb96n+/fvkzVrVrPu0STNwYMH8fb2fupr+LvdunWLihUrMm/evGR1np6eKfZJz38L6ZHSd/N4WVrflYODAw4ODs8kFhERERERsT1PNVOgePHiODk5sWnTpmcWgJ+fH/Hx8VYPwFevXuX48eP4+/v/6XHLly9PQkICly5dwtvb2+qTtNv+o2W5cuUCHv5ym9b1FShQgNq1azNv3jzmzZvHSy+9ZPbNnTs3+fLl49SpU8nOWaRIEQDy589vlhUuXBiA8PBwqlevTvfu3Slfvjze3t5Wv1Bny5aNvHnzWt2j+Ph4Dhw48Kfvz1/h7e1NZGQkAC+++CITJ07k+vXrXL9+3dwg8ciRI7z99tv0798fgKJFi5IlSxb27dtnjhMbG0t0dLR5nJ6/BT8/P8LDw63iCQ8Px8fHh0yZMuHr60t8fDyHDh0y60+cOGHOWEhJhQoViImJIVeuXMm+t9Re1VimTBm2b99ute9FEjc3N/Lly5dinH/lb1pERERERORZe6qkgKOjIwMHDmTAgAHMmTOHkydPsnv3br766qs/HUDx4sUJCgqiS5cu7Nixg8OHD9O+fXvy589PUFDQnx7Xx8eHdu3a0bFjR5YuXcrp06fZu3cvH374IWvWrEm137Bhw1iwYAHDhg0jKiqKyMhIxo4da9WmXbt2LFy4kMWLF5tLB5KMGDGCDz/8kEmTJhEdHU1kZCQzZ87k448/TvMe7N+/n/Xr1xMdHU1YWJjVwzPAO++8w5gxY1i+fDnHjh2je/fu5hsD/m7BwcFMmTIFgOHDh3P//n08PDwoUKAAVatW5ezZszRo0IBevXoREhICgKurK506daJ///5s2bKFI0eO0LlzZ+zs7MxfyNPzt9C3b182bdrEqFGjiI6OZvbs2UyePNncCLFEiRLUr1+frl27snfvXg4dOkTXrl3TnKHSrl07cubMSVBQENu3b+f06dNs3bqV3r1788svvwCwbNkySpQoYfbp2bMncXFxtGnThv379xMTE8PcuXM5fvw4AP3792fs2LF8++23HD9+nPfee4+IiAjeeeedZ/+FiIiIiIiI/ElP/faBsLAw+vbty9ChQ/Hz86N169ZprnlOj5kzZ1KxYkWaNGlCtWrVMAyDtWvXprhe+2nH7dixI3379sXX15fmzZuzb98+ChUqlGqfgIAAFi9ezMqVKylXrhx169Zl7969Vm1atmzJ1atXuXPnDs2bN7eqe/PNN5kxYwYzZ86kdOnS1K5dm1mzZpkzBVLSrVs3WrRoQevWralatSpXr16le/fuVm369u1Lhw4d6NSpk7nEIOlViX+30NBQNm3axIwZM8iZMyc7duzg999/5/Lly4waNYrffvuN8+fP07VrV6t+H3/8MdWqVaNJkybUr1+fGjVqmK9uTPKkv4UKFSqwaNEiFi5cSKlSpRg6dCgjR440kw8Ac+bMIXfu3NSqVYvg4GC6dOmCq6ur1Xke5ezszI8//kihQoVo0aIFfn5+dO7cmT/++MNcVhIbG2s+8MPDvQ42b97MrVu3qF27NhUrVmT69OlmnL1796ZPnz707duX0qVLs27dOlauXEnx4sWfyXcgIiIiIiLyLFgM47GX3Yukw6FDh2jcuDF169ald+/eVKhQgcyZMxMTE8Nnn33Gb7/9ZvVKxZTcvn2b/PnzM2HCBDp37vzcYv3ll18oWLAgP/zwQ5qbSP4XxMXFPVzykH8w2KWcBPkrjHNhz3xMERERERF59pKeDWJjY80fO1Py1DMFRODhng0RERF4eHjQtGlTHBwcyJIlCy+88ALx8fFMmjQpWZ9Dhw6xYMECTp48ycGDB82lF39lmUhKNm/ezMqVKzl9+jQ7d+6kTZs2eHl5UatWrWd6HhERERERkX+7p3r7gMijcuXKxcSJE/n000+5fPky8fHx5MmTBzu71HNN48eP5/jx49jb21OxYkW2b99Ozpw5n2lcDx48YPDgwZw6dQpXV1eqV6/OvHnz/vJyFBERERERkf8aLR8Q+Q/R8gEREREREQEtHxARERERERGRJ1BSQERERERERMRGKSkgIiIiIiIiYqOUFBARERERERGxUXr7gMh/UOzRgWluJiIiIiIiIgKaKSAiIiIiIiJis5QUEBEREREREbFRSgqIiIiIiIiI2CglBURERERERERslJICIiIiIiIiIjZKSQERERERERERG6WkgIiIiIiIiIiNypzRAYjIs5fNfyzYOT7zcY1zYc98TBERERERyTiaKSAiIiIiIiJio5QUEBEREREREbFRSgqIiIiIiIiI2CglBURERERERERslJICIiIiIiIiIjZKSQERERERERERG6WkgIiIiIiIiIiNUlJARERERERExEYpKSD/Gl5eXnz66afP/Txbt27FYrFw48aN534uERERERGRjKSkgGSYBw8eMG3aNOrXr0/+/PnJkycP1atXZ/z48dy5cydZ+3379tG1a9d0j6+HexERERERkbRlzugA5L/j/v372Nvbp6vtqVOnCAoKws7OjrfffpsyZcrg4uLCsWPHmDlzJlOmTGH9+vX4+PiYfTw9PZ9X6CIiIiIiIjZJMwX+5b777jtKly6Nk5MTHh4e1K9fn9u3bwMwY8YM/Pz8cHR0pESJEkydOtWq7y+//ELbtm3JkSMHWbNmpVKlSuzZsweAkJAQmjdvbtU+NDSUgIAA8zggIICePXsSGhpKzpw5CQwMBODnn3+mYcOGuLi4kDt3bjp06MCVK1fMfrGxsQQGBhIcHExERARvvfUW1atXp0yZMrRq1Yrvv/+ewYMH8/LLL3P9+nWz3+PLBywWCzNmzCA4OBhnZ2eKFy/OypUrAThz5gx16tQBwN3dHYvFQkhICACJiYl8+OGHFClSBCcnJ8qWLct33333VPf9xo0bdOvWjdy5c+Po6EipUqVYvXq1Wb9kyRJKliyJg4MDXl5eTJgwwaq/l5cXH3zwAR07dsTFxYXChQuzcuVKLl++TFBQEC4uLpQpU4b9+/c/VVwiIiIiIv+PvfuO67L6/z/+eIMyZDhB3AsHIiKuVBw4ypG79JP5EVdamitFzQzEPVJz5B6I5chP4io1zcKMVFwoCSKihhappUJqKgi/P/xxfX0n4GhQvp/32+19u72vcc55nesNf1yv65xziTwJJQX+xZKSkujWrRt9+vQhNjaW8PBwOnfuTEZGBmvWrCEoKIjJkycTGxvLlClTCAwMJDQ0FIAbN27QpEkTfvjhB7Zu3crx48cZNWoU6enpTxRDaGgoNjY2REREsHjxYq5fv06zZs3w8fHh8OHD7Ny5k0uXLtG1a1ejzLRp06hVqxYTJkwgOTmZ7t27G1MH5s2bR+vWrenXrx+NGjV65BoC48ePp2vXrpw4cYI2bdrQvXt3rl69SqlSpdi4cSMAcXFxJCUlMXfuXACmTp3K6tWrWbx4MSdPnuStt97iv//9L3v37n2sPqenp9O6dWsiIiL46KOPiImJYdq0aVhbWwNw5MgRunbtyiuvvEJ0dDTBwcEEBgayatUqs3ref/99fH19OXbsGC+++CI9evTA39+f//73vxw9epQKFSrg7+9PRkZGtrHcuXOHlJQUs4+IiIiIiMjj0vSBf7GkpCTS0tLo3LkzZcqUAcDLywuAcePGMWvWLDp37gxAuXLliImJYcmSJfTs2ZO1a9dy5coVDh06RKFChQBwd3d/4hgqVqzIjBkzjO1Jkybh4+PDlClTjH0rV66kVKlSnD59mkqVKvHhhx+yc+dOAEaMGMG5c+fYsmULly9fpn///lSuXBm4P1ph7NixjB8/Ptv2e/XqRbdu3QCYMmUK8+bNIzIyklatWhn9cnV1pUCBAsD9m+gpU6bwxRdfUL9+fQDKly/PN998w5IlS2jSpMkj+/zFF18QGRlJbGysMb2hfPnyxvHZs2fTvHlzAgMDAahUqRIxMTG89957xmgFgDZt2vD6668DEBQUxKJFi6hTpw5dunQBYPTo0dSvX59Lly7h5uaWZSxTp07N8fqIiIiIiIjkREmBfzFvb2+aN2+Ol5cXLVu25IUXXuDll1/GxsaGhIQE+vbtS79+/Yzz09LSyJ8/PwBRUVH4+PgYN85Pq1atWmbbx48f56uvvsLR0fGhcxMSEihSpAi//vor1apVA2Dbtm1s3ryZ5557DoBBgwaxe/duAIoVK2Y2fSAr1atXN747ODjg7OzM5cuXsz3/zJkz3Lp1i+eff95s/927d/Hx8cmxrUxRUVGULFnSbL2DB8XGxtKhQwezfb6+vsyZM4d79+4ZIwoejL1o0aLA/yV1Htx3+fLlbJMCY8aMYfjw4cZ2SkoKpUqVeqx+iIiIiIiIKCnwL2Ztbc3u3bv59ttv2bVrF/Pnz2fs2LFs27YNgGXLlhk32w+WAbC3t8+xbisrq4eGraempj50noODg9n2jRs3aNeuHdOnT3/o3GLFinHz5k3s7OyMfXfv3jWr48FkwtGjRx85eiFv3rxm2yaTKccpEDdu3ADgs88+o0SJEmbHbG1tc2wr06Ou3eN6MHaTyZTtvpz6Y2tr+9hxi4iIiIiI/J6SAv9yJpMJX19ffH19CQoKokyZMkRERFC8eHHOnj1L9+7dsyxXvXp1li9fztWrV7McLeDi4sJ3331nti8qKuqhm/Dfq1mzJhs3bqRs2bLkyfPwn5e9vT13797l0qVLFC1alIYNGzJjxgwjlmXLllGkSBG+/fZbxo4dy8qVK5/gapjLfBPCvXv3jH1Vq1bF1taWxMTEx5oqkJXq1atz8eJFYzrE73l4eBAREWG2LyIigkqVKhlJGRERERERkX8CLTT4L3bw4EGmTJnC4cOHSUxMJCwsjCtXruDh4cH48eOZOnUq8+bN4/Tp00RHRxMSEsLs2bMB6NatG25ubnTs2JGIiAjOnj3Lxo0b2b9/PwDNmjXj8OHDrF69mvj4eMaNG/dQkiArb775JlevXqVbt24cOnSIhIQEPv/8c3r37s29e/ewsrKiffv2xpsQ5s6dy7Fjx3B0dMTLy4vnn3+evXv30qdPH+bOnUvz5s2f+vqUKVMGk8nEp59+ypUrV7hx4wZOTk4EBATw1ltvERoaSkJCAkePHmX+/PnGIoy/98MPP1ClShUiIyMBaNKkCY0bN+all15i9+7dnDt3jh07dpitk7Bnzx4mTpzI6dOnCQ0N5YMPPiAgIOCp+yIiIiIiIvJX0EiBfzFnZ2e+/vpr5syZQ0pKCmXKlGHWrFm0bt0agHz58vHee+8xcuRIHBwc8PLyYtiwYcD9p+i7du1ixIgRtGnThrS0NKpWrcqCBQsAaNmyJYGBgYwaNYrbt2/Tp08f/P39iY6OzjGm4sWLExERwejRo3nhhRe4c+cOZcqUoVWrVlhZ3c9BBQUFUbduXerVq0fr1q2JiYnhp59+omDBgqSnpzN27FiKFCnyh69PiRIlGD9+PG+//Ta9e/fG39+fVatWMXHiRFxcXJg6dSpnz56lQIEC1KxZk3feeSfLelJTU4mLi+PWrVvGvo0bNxIQEEC3bt24efMm7u7uTJs2Dbg/WmLDhg0EBQUxceJEihUrxoQJE8wWGRQREREREfknMGXk9L4zkb/Irl27eOWVV/jvf/9Lv3798PT0BCA6OpqZM2fi4uJijGqQx5eSknJ/MckS74CV3aMLPKGMxMA/vU4REREREfnzZd4bJCcn4+zsnO15mj4gueKFF17gyJEj/PrrrzRq1AgbGxtsbGxo3bo1JUuWJDg4OLdDFBEREREReeZppIDkuvT0dC5duoSVlZXxGj55OhopICIiIiIi8PgjBbSmgOQ6KysrihUrltthiIiIiIiIWBxNHxARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSgsNijyDkmNG57jCqIiIiIiICGikgIiIiIiIiIjFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslF5JKPIMyl91OljZ/SV1ZyQG/iX1ioiIiIjI308jBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJIC8o9QtmxZ5syZk+3xAwcO0LNnT9zd3SlcuDAeHh4MGDCAkydP/m0x9urVi44dO/5t7YmIiIiIiPzVlBSQXHX37t0cj6enpzN48GBat25N0aJFWbBgAV9//TULFy7E0dGRhg0bsmDBgr80xnv37pGenv6X1Z+RkUFaWtpfVr+IiIiIiEh2lBSQJ5aens6MGTNwd3fH1taW0qVLM3nyZAAuXLhA165dKVCgAIUKFaJDhw6cP3/eKJv5tH3y5MkUL16cypUr4+fnx/fff89bb72FyWTCZDIZ548ePZqDBw8SGxvLjBkzaNmyJZ6enjRt2pT33nuPw4cPM2vWLD755BOzGLdt20adOnWws7OjSJEidOrUyTh2584dAgICKFGiBA4ODjz33HOEh4cbx1etWkWBAgXYunUrVatWxdbWlj59+hAaGsqWLVuMGB8s86A7d+4wZMgQXF1dsbOzo2HDhhw6dMg4Hh4ejslkYseOHdSqVQtbW1u++eYbfv31V7p3746DgwPFihXj/fffx8/Pj2HDhj39jyUiIiIiIpIDJQXkiY0ZM4Zp06YRGBhITEwMa9eupWjRoqSmptKyZUucnJzYt28fERERODo60qpVK7MRAXv27CEuLo7du3fz6aefEhYWRsmSJZkwYQJJSUkkJSUBEBMTw6pVq9i8eTNubm4sWrSIihUrUrZsWebPn0/lypXJmzcvy5YtY+TIkWRkZADw2Wef0alTJ9q0acOxY8fYs2cPdevWNdofNGgQ+/fvZ/369Zw4cYIuXbrQqlUr4uPjjXNu3brF9OnTWb58OSdPnmTevHl07dqVVq1aGTE2aNAgy+szatQoNm7cSGhoKEePHsXd3Z2WLVty9epVs/Pefvttpk2bRmxsLNWrV2f48OFERESwdetWdu/ezb59+zh69GiOv8WdO3dISUkx+4iIiIiIiDyuPLkdgPy7/Prrr8ydO5cPPviAnj17AlChQgUaNmzIRx99RHp6OsuXLzee9oeEhFCgQAHCw8N54YUXAHBwcGD58uXY2NgY9VpbW+Pk5ISbm5uxb82aNfTs2ZPixYuzb98+AgICWLZsGVWqVGHcuHEkJCSQnp5O8+bNSUtLIy4ujipVqjB58mReeeUVxo8fb9Tl7e0NQGJiIiEhISQmJlK8eHEAAgIC2LlzJyEhIUyZMgWA1NRUFi5caJQDsLe3586dO2Yx/t7NmzdZtGgRq1atonXr1gAsW7aM3bt3s2LFCkaOHGmcO2HCBJ5//nnjuoaGhrJ27VqaN29uXLvMGLMzdepUs36KiIiIiIg8CSUF5InExsZy584d48b1QcePH+fMmTM4OTmZ7b99+zYJCQnGtpeXl1lCIDvR0dH06tULuD8doHv37rz66qsALF68mJIlSxrnFitWjGvXrgEQFRVFv379sq3z3r17VKpUyWz/nTt3KFy4sLFtY2ND9erVHxnj7yUkJJCamoqvr6+xL2/evNStW5fY2Fizc2vXrm18P3v2LKmpqWYjGvLnz0/lypVzbG/MmDEMHz7c2E5JSaFUqVJPHLeIiIiIiFgmJQXkidjb22d77MaNG9SqVYs1a9Y8dMzFxcX47uDg8FhtpaWlGe3dvXvXrJyjo6Px/ebNm8THx1OhQoXHitHa2pojR45gbW1tduzBOu3t7c3WNvgrPO51yImtrS22trZ/QjQiIiIiImKJtKaAPJGKFStib2/Pnj17HjpWs2ZN4uPjcXV1xd3d3eyTP3/+HOu1sbHh3r17Zvvc3d2Jjo4GoGHDhqxfv55Tp06RmppqLGx45coV+vTpQ4cOHXB1dQWgevXqWcYH4OPjw71797h8+fJDMeY0LSC7GH+vQoUK2NjYEBERYexLTU3l0KFDVK1aNdty5cuXJ2/evGYLEiYnJ3P69Okc2xMREREREfkjlBSQJ2JnZ8fo0aMZNWoUq1evJiEhgQMHDrBixQq6d+9OkSJF6NChA/v27ePcuXOEh4czZMgQLl68mGO9ZcuW5euvv+aHH37g559/BqBTp04sX76c1NRUXnrpJdq3b0/VqlXJly8f169fp3jx4rRo0YISJUqwePFio65x48axbt06xo0bR2xsLNHR0UyfPh2ASpUq0b17d/z9/QkLC+PcuXNERkYydepUPvvss0fGeOLECeLi4vj5559JTU0FoHnz5nzwwQfA/af/AwYMYOTIkezcuZOYmBj69evHrVu36Nu3b7Z1Ozk50bNnT0aOHMlXX33FyZMn6du3L1ZWVn/5iAUREREREbFcSgrIEwsMDGTEiBEEBQXh4eHBf/7zHy5fvky+fPn4+uuvKV26NJ07d8bDw4O+ffty+/ZtnJ2dc6xzwoQJnD9/ngoVKhhTDZo2bYq7uzv9+vUjPT2dJUuWkJyczKVLl1i6dCmHDx/m6tWrzJ49Gzs7O6MuPz8//ve//7F161Zq1KhBs2bNiIyMNI6HhITg7+/PiBEjqFy5Mh07duTQoUOULl06xxj79etH5cqVqV27Ni4uLsZogISEBCORATBt2jReeuklevToQc2aNTlz5gyff/45BQsWzLH+2bNnU79+fdq2bUuLFi3w9fXFw8PDrG8iIiIiIiJ/JlNG5nvcRP6Brl27Rps2bQAYO3YszZo1I1++fFy+fJk1a9awevVqvvnmmz9lfv4/zc2bNylRogSzZs3KcZTBg1JSUu5P1SjxDlj9NcmEjMTAv6ReERERERH582TeGyQnJ+f4kFYLDco/WsGCBdm7dy8LFixgxIgRnD59GhsbG0wmEy1btmTFihXPTELg2LFjnDp1irp165KcnMyECRMA6NChQy5HJiIiIiIizyolBeQfz8bGhrfeeou33nqL5ORkUlJScHV1fSZX3Z85cyZxcXHY2NhQq1Yt9u3bR5EiRXI7LBEREREReUYpKSD/Kvnz53/kmwz+rXx8fDhy5EhuhyEiIiIiIhZECw2KiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WFBkWeQckxo3N8F6mIiIiIiAhopICIiIiIiIiIxVJSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJReSSjyDMpfdTpY2eVa+xmJgbnWtoiIiIiIPD6NFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKPKNMJhObN2/O7TD+VOfPn8dkMhEVFfWH6gkPD8dkMnH9+vVsz1m1ahUFChT4Q+2IiIiIiIj80ykp8IxKSkqidevWwJ9zM33gwAF69uyJu7s7hQsXxsPDgwEDBnDy5Mk/KeK/T4MGDUhKSiJ//vy5HYqIiIiIiEiuUlLgGXP37l0A3NzcsLW1/cP1paenM3jwYFq3bk3RokVZsGABX3/9NQsXLsTR0ZGGDRuyYMGCP9zOnyEjI4O0tLRHnmdjY4Obmxsmk+lviEpEREREROSfS0mBP8Enn3yCl5cX9vb2FC5cmBYtWnDz5k0Ali9fjoeHB3Z2dlSpUoWFCxealb148SLdunWjUKFCODg4ULt2bQ4ePAhAr1696Nixo9n5w4YNw8/Pz9j28/Nj0KBBDBs2jCJFitCyZUvAfPpAuXLlAPDx8cFkMuHn58fXX39N3rx5+emnnx6qv1GjRsb26NGjOXjwILGxscyYMYOWLVvi6elJ06ZNee+99zh8+DCzZs3ik08+McokJCTQoUMHihYtiqOjI3Xq1OGLL74wa6ds2bJMmTKFPn364OTkROnSpVm6dKnZOZGRkfj4+GBnZ0ft2rU5duyY2fHMaQA7duygVq1a2Nra8s0333Dnzh2GDBmCq6srdnZ2NGzYkEOHDj1U7sHpA6tWraJ06dLky5ePTp068csvv/AoOf12AIsWLaJChQrY2NhQuXJlPvzwQ7PyJpOJJUuW0LZtW/Lly4eHhwf79+/nzJkz+Pn54eDgQIMGDUhISMg2hjt37pCSkmL2EREREREReVxKCvxBSUlJdOvWjT59+hAbG0t4eDidO3cmIyODNWvWEBQUxOTJk4mNjWXKlCkEBgYSGhoKwI0bN2jSpAk//PADW7du5fjx44waNYr09PQniiE0NBQbGxsiIiJYvHjxQ8cjIyMB+OKLL0hKSiIsLIzGjRtTvnx5sxvV1NRU1qxZQ58+fQCIiYlh1apVbN68GTc3NxYtWkTFihUpW7Ys8+fPp3LlyuTNm5dly5YxcuRIMjIyjH61adOGPXv2cOzYMVq1akW7du1ITEw0i2vWrFnGzf7AgQMZMGAAcXFxRh1t27alatWqHDlyhODgYAICArLs/9tvv820adOIjY2levXqjBo1io0bNxIaGsrRo0dxd3enZcuWXL16NcvyBw8epG/fvgwaNIioqCiaNm3KpEmTcrzmj/rtNm3axNChQxkxYgTfffcdr7/+Or179+arr74yq2fixIn4+/sTFRVFlSpVePXVV3n99dcZM2YMhw8fJiMjg0GDBmUbx9SpU8mfP7/xKVWqVI5xi4iIiIiIPChPbgfwb5eUlERaWhqdO3emTJkyAHh5eQEwbtw4Zs2aRefOnYH7T+xjYmJYsmQJPXv2ZO3atVy5coVDhw5RqFAhANzd3Z84hooVKzJjxoxsj7u4uABQuHBh3NzcjP19+/YlJCSEkSNHArBt2zZu375N165dAVizZg09e/akePHi7Nu3j4CAAJYtW0aVKlUYN24cCQkJpKen07x5c9LS0oiLi6NKlSp4e3vj7e1ttDNx4kQ2bdrE1q1bzW5w27Rpw8CBA4H7IxLef/99vvrqKypXrszatWtJT09nxYoV2NnZ4enpycWLFxkwYMBD/ZswYQLPP/88ADdv3mTRokWsWrXKWFNh2bJl7N69mxUrVhh9fdDcuXNp1aoVo0aNAqBSpUp8++237Ny5M9tr+qjfbubMmfTq1cvo3/Dhwzlw4AAzZ86kadOmxnm9e/c2rvfo0aOpX78+gYGBxoiPoUOH0rt372zjGDNmDMOHDze2U1JSlBgQEREREZHHppECf5C3tzfNmzfHy8uLLl26sGzZMq5du8bNmzdJSEigb9++ODo6Gp9JkyYZw8GjoqLw8fExbiqfVq1atZ6qXK9evThz5gwHDhwA7g+h79q1Kw4ODgBER0fToEED4H7CoHv37rz66qvUrFmTxYsXc+/ePaOuYsWKce3aNeD+U/SAgAA8PDwoUKAAjo6OxMbGPjRSoHr16sZ3k8mEm5sbly9fBjCe+tvZ2Rnn1K9fP8t+1K5d2/iekJBAamoqvr6+xr68efNSt25dYmNjsywfGxvLc889Z7Yvu7YyPeq3i42NNYsBwNfX96EYHrwGRYsWBf4vqZS57/bt29lOC7C1tcXZ2dnsIyIiIiIi8rg0UuAPsra2Zvfu3Xz77bfs2rWL+fPnM3bsWLZt2wbcf0r9+xtOa2trAOzt7XOs28rKyhiSnyk1NfWh8zJv4p+Uq6sr7dq1IyQkhHLlyrFjxw7Cw8ON42lpaUaMd+/eNWvH0dHR+H7z5k3i4+OpUKECAAEBAezevZuZM2fi7u6Ovb09L7/8srEIYqa8efOabZtMpieeOgFP3/8/4lG/3eN68BpkLnyY1b6nuS4iIiIiIiKPopECfwKTyYSvry/jx4/n2LFjxvz+4sWLc/bsWdzd3c0+mQv/Va9enaioqGznuru4uJCUlGS272leK2hjYwNg9mQ/02uvvcbHH3/M0qVLqVChgtnTbXd3d6KjowFo2LAh69ev59SpU6SmpjJ58mQArly5Qp8+fejQoQOurq4ARERE0KtXLzp16oSXlxdubm6cP3/+iWL28PDgxIkT3L5929iXOaIhJ5kL+0VERBj7UlNTOXToEFWrVs22rQcXCHycth7123l4eJjFAPevS3YxiIiIiIiI5AYlBf6ggwcPMmXKFA4fPkxiYiJhYWFcuXIFDw8Pxo8fz9SpU5k3bx6nT58mOjqakJAQZs+eDUC3bt1wc3OjY8eOREREcPbsWTZu3Mj+/fsBaNasGYcPH2b16tXEx8czbtw4vvvuuyeO0dXVFXt7e3bu3MmlS5dITk42jrVs2RJnZ2cmTZr00Nz1Tp06sXz5clJTU3nppZdo3749VatWJV++fFy/fp3ixYvTokULSpQoYbbAYcWKFQkLCyMqKorjx4/z6quvPvGT7ldffRWTyUS/fv2IiYlh+/btzJw585HlHBwcGDBgACNHjmTnzp3ExMTQr18/bt26Rd++fbMsM2TIEHbu3MnMmTOJj4/ngw8+eGg9gcjISKpUqcIPP/wAPPq3GzlyJKtWrWLRokXEx8cze/ZswsLCsl0sUUREREREJDcoKfAHOTs78/XXX9OmTRsqVarEu+++y6xZs2jdujWvvfYay5cvJyQkBC8vL5o0acKqVauMkQI2Njbs2rULV1dX2rRpg5eXF9OmTTOmF7Rs2ZLAwEBGjRpFnTp1+PXXX/H393/iGPPkycO8efNYsmQJxYsXp0OHDsYxKysrevXqxb179x6qu2nTpri7u9OvXz/S09NZsmQJycnJXLp0iaVLl3L48GGuXr3K7Nmzzeb+z549m4IFC9KgQQPatWtHy5YtqVmz5hPF7OjoyLZt24iOjsbHx4exY8cyffr0xyo7bdo0XnrpJXr06EHNmjU5c+YMn3/+OQULFszy/Hr16rFs2TLmzp2Lt7c3u3bt4t133zU759atW8TFxRnTNx7123Xs2JG5c+cyc+ZMPD09WbJkCSEhIWavkxQREREREcltpozfT1oXi9O3b1+uXLnC1q1bHzp27do12rRpA8DYsWNp1qwZ+fLl4/Lly6xZs4bVq1fzzTff5Mq8fnlYSkoK+fPnhxLvgJXdowv8RTISA3OtbRERERER+b97g+Tk5BwXJNdCgxYsOTmZ6Oho1q5dm2VCAKBgwYLs3buXBQsWMGLECE6fPo2NjQ0mk4mWLVuyYsUKJQRERERERET+pTRSwIL5+fkRGRnJ66+/zvvvv/9YZZKTk0lJScHV1RVbW9u/OEJ5UhopICIiIiIioJEC8hgefP3g48qfP//9m04RERERERH519NCgyIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCaaFBkWdQcszoHFcYFRERERERAY0UEBEREREREbFYSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiF0isJRZ5B+atOByu73A7DkJEYmNshiIiIiIhIFjRSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhXqmkgImk4nNmzfndhgAnD9/HpPJRFRU1GOX+Tvi9/PzY9iwYX9pG3+G4OBgatSokeM5T3ONs9KrVy86duz4h+oQERERERH5N8qT2wH8mZKSkihYsCBw/4axXLlyHDt27JE3l/8UD8b/VwkLCyNv3rx/er0xMTHMnz+f8PBwLl++TKFChWjQoAFvvPEG9evXf+L6AgICGDx4sLHdq1cvrl+//o9J+oiIiIiIiDwLnomRAnfv3gXAzc0NW1vbXI7m6f2V8Wdeo0KFCuHk5PSn1j1t2jSee+450tPTmTlzJnv37iUkJITy5cvTvn17xowZ88R1Ojo6Urhw4T81ThERERERETH31EmBTz75BC8vL+zt7SlcuDAtWrTg5s2bACxfvhwPDw/s7OyoUqUKCxcuNCt78eJFunXrRqFChXBwcKB27docPHgQyHoo97Bhw/Dz8zO2/fz8GDRoEMOGDaNIkSK0bNkSMB9+X65cOQB8fHwwmUz4+fnx9ddfkzdvXn766aeH6m/UqFG2fd25cycNGzakQIECFC5cmLZt25KQkGB2TmRkJD4+PtjZ2VG7dm2OHTtmHEtPT6dkyZIsWrTIrMyxY8ewsrLi+++/fyj+u3fvMmjQIIoVK4adnR1lypRh6tSpRtnExEQ6dOiAo6Mjzs7OdO3alUuXLhnHM4ffL1++nHLlymFnZ2dcuwenD9y5c4eAgABKlCiBg4MDzz33HOHh4cbx77//nnbt2lGwYEEcHBzw9PRk+/btxvEFCxawfPlyjhw5wpIlS3jxxRepVq0aDRs2ZNy4ccTExPD5558za9Yss74vW7aMUqVKkS9fPjp16sTs2bMpUKDAQ/Fnfg8NDWXLli2YTCZMJpNZjGfPnqVp06bky5cPb29v9u/fn2U9mebMmUPZsmX5vfHjx+Pi4oKzszNvvPGGkUjJTkREBH5+fuTLl4+CBQvSsmVLrl27ZlzXIUOG4Orqip2dHQ0bNuTQoUNG2fDwcEwmE59//jk+Pj7Y29vTrFkzLl++zI4dO/Dw8MDZ2ZlXX32VW7du5RiHiIiIiIjI03qqpEBSUhLdunWjT58+xMbGEh4eTufOncnIyGDNmjUEBQUxefJkYmNjmTJlCoGBgYSGhgJw48YNmjRpwg8//MDWrVs5fvw4o0aNIj09/YliCA0NxcbGhoiICBYvXvzQ8cjISAC++OILkpKSCAsLo3HjxpQvX54PP/zQOC81NZU1a9bQp0+fbNu6efMmw4cP5/Dhw+zZswcrKys6depkxHzjxg3atm1L1apVOXLkCMHBwQQEBBjlrays6NatG2vXrjWrd82aNfj6+lKmTJmH2pw3bx5bt25lw4YNxMXFsWbNGuNGNj09nQ4dOnD16lX27t3L7t27OXv2LP/5z3/M6jhz5gwbN24kLCws23n3gwYNYv/+/axfv54TJ07QpUsXWrVqRXx8PABvvvkmd+7c4euvvyY6Oprp06fj6OgIwM8//0xQUBCbNm2iUqVKbNq0iWrVqlG8eHHeffddnn/+eU6dOsW6deuYPHkyv/76K3D/ZvqNN95g6NChREVF8fzzzzN58uRsr39AQABdu3alVatWJCUlkZSURIMGDYzjY8eOJSAggKioKCpVqkS3bt1IS0vLtr6s7Nmzx/hbXrduHWFhYYwfPz7b86OiomjevDlVq1Zl//79fPPNN7Rr14579+4BMGrUKDZu3EhoaChHjx7F3d2dli1bcvXqVbN6goOD+eCDD/j222+5cOECXbt2Zc6cOaxdu5bPPvuMXbt2MX/+/GzjuHPnDikpKWYfERERERGRx/VUawokJSWRlpZG586djRtaLy8vAMaNG8esWbPo3LkzcP+JfUxMDEuWLKFnz56sXbuWK1eucOjQIQoVKgSAu7v7E8dQsWJFZsyYke1xFxcXAAoXLoybm5uxv2/fvoSEhDBy5EgAtm3bxu3bt+natWu2db300ktm2ytXrsTFxYWYmBiqVavG2rVrSU9PZ8WKFdjZ2eHp6cnFixcZMGCAUaZ79+7MmjWLxMRESpcuTXp6OuvXr+fdd9/Nss3ExEQqVqxIw4YNMZlMZomDPXv2EB0dzblz5yhVqhQAq1evxtPTk0OHDlGnTh3g/miD1atXG9ciqzZCQkJITEykePHiwP0b8J07dxISEsKUKVNITEzkpZdeMn7f8uXLG+U3bdpE06ZN8fLyIiEhgW7dujFr1ix8fX354IMP+Oqrrxg7diyVK1fG09OTiIgIWrVqxfz582ndurWROKlUqRLffvstn376aZZxOjo6Ym9vz507d8x+y0wBAQG8+OKLwP2n/Z6enpw5c4YqVapkWV9WbGxsWLlyJfny5cPT05MJEyYwcuRIJk6ciJXVw7mzGTNmULt2bbNRMJ6ensD9JNKiRYtYtWoVrVu3Bu6PjNi9ezcrVqww/vYAJk2ahK+vL3D/b3PMmDEkJCQY1/nll1/mq6++YvTo0VnGPXXq1ByTFyIiIiIiIjl5qpEC3t7eNG/eHC8vL7p06cKyZcu4du0aN2/eJCEhgb59++Lo6Gh8Jk2aZAy3j4qKwsfHx0gIPK1atWo9VblevXpx5swZDhw4AMCqVavo2rUrDg4O7Nu3zyzuNWvWABAfH0+3bt0oX748zs7OxhP7xMREAGJjY6levboxRB94aHG9GjVq4OHhYYwW2Lt3L5cvX6ZLly7ZxhkVFUXlypUZMmQIu3btMo7FxsZSqlQpIyEAULVqVQoUKEBsbKyxr0yZMtkmBACio6O5d+8elSpVMuv33r17jd9ryJAhxo3ruHHjOHHihFn5zCf2n3/+OY0bN+bNN9+kRo0aLFy40Gx9hGLFihlD6+Pi4qhbt65ZLL/ffhLVq1c3awfg8uXLT1SHt7c3+fLlM7br16/PjRs3uHDhQpbnZ44UyEpCQgKpqanGzT5A3rx5qVu3rtnv8/vYixYtSr58+cwSL0WLFs2xL2PGjCE5Odn4ZBeviIiIiIhIVp5qpIC1tTW7d+/m22+/NYY3jx07lm3btgH3n4o+99xzD5UBsLe3z7FuKysrMjIyzPalpqY+dJ6Dg8PThI6rqyvt2rUjJCSEcuXKsWPHDmN+eu3atc2G2RctWhSAdu3aUaZMGZYtW0bx4sVJT0+nWrVqj5xz/nvdu3dn7dq1vP3226xdu5ZWrVplu5hezZo1OXfuHDt27OCLL76ga9eutGjRgk8++eSx23vUNbpx4wbW1tYcOXLE+H0yZU4ReO2112jZsqUxlH3q1KnMmjWLwYMHk5aWZvyed+/eNWvPxsYGGxsb4P50h6ioKLMn5H+mB9+mYDKZjDbh8f+entSj/o4f1+9j//2bIUwmU45Ta2xtbf/Vi2uKiIiIiEjueuqFBk0mE76+vowfP55jx44Z8/uLFy/O2bNncXd3N/tkLvxXvXp1oqKiHppbncnFxYWkpCSzfU/zHvrMG9LMOd4Peu211/j4449ZunQpFSpUMJ7o2tvbm8Xs5OTEL7/8QlxcHO+++y7NmzfHw8PDeOKdycPDgxMnTnD79m1jX+ZIhAe9+uqrfPfddxw5coRPPvmE7t2759gHZ2dn/vOf/7Bs2TI+/vhjNm7cyNWrV/Hw8ODChQtmT4VjYmK4fv06VatWfexr5OPjw71797h8+fJDv9eDw/RLlSrFG2+8QVhYGCNGjGDZsmXA/Wkf0dHRADRs2JBdu3Zx4MAB7t27xwcffMD169dJSUlhxIgRlChRwpjWULlyZbNF94CHtn/PxsYmy9/yUVxcXPjpp5/MEgNZ/T0dP36c3377zdg+cOAAjo6OZqMxHlS9enX27NmT5bEKFSoY/w+ZUlNTOXTo0BP9PiIiIiIiIn+1p0oKHDx4kClTpnD48GESExMJCwvjypUreHh4MH78eKZOncq8efM4ffo00dHRhISEMHv2bAC6deuGm5sbHTt2JCIigrNnz7Jx40ZjxfhmzZpx+PBhVq9eTXx8POPGjeO777574hhdXV2xt7dn586dXLp0ieTkZONYy5YtcXZ2ZtKkSfTu3TvHegoWLEjhwoVZunQpZ86c4csvv2T48OFm57z66quYTCb69etHTEwM27dvZ+bMmQ/VVbZsWRo0aEDfvn25d+8e7du3z7bd2bNns27dOk6dOsXp06f53//+h5ubGwUKFKBFixZ4eXnRvXt3jh49SmRkJP7+/jRp0oTatWs/9jWqVKkS3bt3x9/fn7CwMM6dO0dkZCRTp07ls88+A+6/meHzzz/n3LlzHD16lK+++goPDw8A2rdvz//+9z+uXr1K7dq1efvtt2nUqBG2trbs2rWLWrVq8corr3Dt2jU2bdpktDt48GC2b9/O7NmziY+PZ8mSJezYscN4yp+VsmXLcuLECeLi4vj5558f+2m/n58fV65cYcaMGSQkJLBgwQJ27Njx0Hl3796lb9++xu83btw4Bg0aZKwn8MEHH5hNFxgzZgyHDh1i4MCBnDhxglOnTrFo0SJ+/vlnHBwcGDBgACNHjmTnzp3ExMTQr18/bt26Rd++fR8rbhERERERkb/DUyUFnJ2d+frrr2nTpg2VKlXi3XffZdasWbRu3ZrXXnuN5cuXExISgpeXF02aNGHVqlXGSAEbGxt27dqFq6srbdq0wcvLi2nTphnD11u2bElgYCCjRo2iTp06/Prrr/j7+z9xjHny5GHevHksWbKE4sWL06FDh//rtJUVvXr14t69e4+s28rKivXr13PkyBGqVavGW2+9xXvvvWd2jqOjI9u2bSM6OhofHx/Gjh3L9OnTs6yve/fuHD9+nE6dOuU4BN3JyclYzK5OnTqcP3+e7du3Y2VlhclkYsuWLRQsWJDGjRvTokULypcvz8cff/wEV+i+kJAQ/P39GTFiBJUrV6Zjx44cOnSI0qVLA/dHWrz55pt4eHjQqlUrKlWqZCyu5+7uTpcuXejWrRu3bt0iMDCQlJQUfvzxR7Zu3cr27du5fv06q1atMnvdoK+vL4sXL2b27Nl4e3uzc+dO3nrrLbM1GX6vX79+VK5cmdq1a+Pi4mL2FD4nHh4eLFy4kAULFuDt7U1kZKTZmyEyNW/enIoVK9K4cWP+85//0L59e4KDg43jP//8s9lrKCtVqsSuXbs4fvw4devWpX79+mzZsoU8ee7PyJk2bRovvfQSPXr0oGbNmpw5c4bPP/+cggULPlbcIiIiIiIifwdTxu8nXFuIvn37cuXKFbZu3Zrbofyr3b17ly5duhAfH09QUBCtW7cmf/78XL9+nbCwMGbPns3OnTspWbJkjvX069ePU6dOsW/fvr8p8mdTSkoK+fPnhxLvgFX2SZa/W0ZiYG6HICIiIiJiUTLvDZKTk3F2ds72vKdaaPDfLDk5mejoaNauXauEwJ/AxsaGzZs3ExoayvTp0+nWrRs2Njakp6fTqFEj5s2bl2VCYObMmTz//PM4ODiwY8cOQkNDzV7vJyIiIiIiIn89i0sKdOjQgcjISN544w2ef/753A7nmWAymejVqxe9evXixo0bXL16FRcXlxynR0RGRjJjxgx+/fVXypcvz7x583jttdf+xqhFRERERETE4pICma8flL+Go6Oj8TrDnGzYsOFviEZERERERERy8tSvJBQRERERERGRfzclBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC2VxCw2KWILkmNE5votUREREREQENFJARERERERExGIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKryQUeQblrzodrOxyO4wsZSQG5nYIIiIiIiLy/2mkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgODn58ewYcNyO4xHOn/+PCaTiaioqMcu82/pm4iIiIiISG5QUkAICwtj4sSJOZ7zqBvy9PR0Pv74Y9q1a0fp0qVxcXGhdu3aBAcH88svv/wFUYuIiIiIiMgflSe3A5DcV6hQoRyP3717N8fjP//8My+//DIXLlzgzTffZOTIkRQqVIizZ8+ydu1aqlatyqZNm2jQoMGfGbaIiIiIiIj8QRop8Izw8/Nj0KBBDBo0iPz581OkSBECAwPJyMgAYOHChVSsWBE7OzuKFi3Kyy+/bFb2wSH2ZcuWZeLEifj7++Ps7Ez//v0pV64cAD4+PphMJvz8/ABIS0ujffv2VKhQgVOnTjF8+HAaN25MtWrVaN++PevXr2flypV06tSJs2fPGm3s3LmThg0bUqBAAQoXLkzbtm1JSEgw61NkZCQ+Pj7Y2dlRu3Ztjh079lC/9+7dS926dbG1taVYsWK8/fbbpKWlmZ2TlpaW7XUBuHPnDgEBAZQoUQIHBweee+45wsPDc7ze169f5/XXX6do0aLY2dlRrVo1Pv30U+P4xo0b8fT0xNbWlrJlyzJr1iyz8mXLlmXSpEn4+/vj6OhImTJl2Lp1K1euXKFDhw44OjpSvXp1Dh8+nGMcIiIiIiIif4SSAs+Q0NBQ8uTJQ2RkJHPnzmX27NksX76cw4cPM2TIECZMmEBcXBw7d+6kcePGOdY1c+ZMvL29OXbsGIGBgURGRgLwxRdfkJSURFhYGAArVqzAZDKxdOlS0tPTGTx4MCVKlKBGjRqsXLkST09PXnzxRfr378/48eON+m/evMnw4cM5fPgwe/bswcrKik6dOpGeng7AjRs3aNu2LVWrVuXIkSMEBwcTEBBgFuMPP/xAmzZtqFOnDsePH2fRokWsWLGCSZMmPdZ1yTRo0CD279/P+vXrOXHiBF26dKFVq1bEx8dneW3S09Np3bo1ERERfPTRR8TExDBt2jSsra0BOHLkCF27duWVV14hOjqa4OBgAgMDWbVqlVk977//Pr6+vhw7dowXX3yRHj164O/vz3//+1+OHj1KhQoV8Pf3N0tg/N6dO3dISUkx+4iIiIiIiDwuU0ZOdxzyr+Hn58fly5c5efIkJpMJgLfffputW7cyadIkevfuzcWLF3FycsqybI0aNZgzZw5w/ym2j48PmzZtMs45f/485cqV49ixY9SoUcPY7+vry5gxY2jbti0TJ07ko48+YsmSJWRkZDBw4EB+++03zp8/T0JCAr6+vvz0009Zxv/zzz/j4uJCdHQ01apVY+nSpbzzzjtcvHgROzs7ABYvXsyAAQOMGMaOHcvGjRuJjY01+rxw4UJGjx5NcnIyVlZWOV6XmJgYEhMTKV++PImJiRQvXtyIp0WLFtStW5cpU6Y8FOuuXbto3bo1sbGxVKpU6aHj3bt358qVK+zatcvYN2rUKD777DNOnjxpXONGjRrx4YcfAvDTTz9RrFgxAgMDmTBhAgAHDhygfv36JCUl4ebmluV1Cw4ONku2GEq8A1Z2WZbJbRmJgbkdgoiIiIjIMy8lJYX8+fOTnJyMs7NztudppMAzpF69esaNL0D9+vWJj4+nefPmlClThvLly9OjRw/WrFnDrVu3cqyrdu3aj9VmdHS0sVbAtm3bGDduHH5+fjRt2pR3333XOK9YsWJcu3bN2I6Pj6dbt26UL18eZ2dnypYtC0BiYiIAsbGxVK9e3UgIZPbnQbGxsdSvX9+sz76+vty4cYOLFy8+8rrcu3eP6Oho7t27R6VKlXB0dDQ+e/fufWg6Q6aoqChKliyZZUIgMy5fX1+zfb6+vkabmapXr258L1q0KABeXl4P7bt8+XKW7QCMGTOG5ORk43PhwoVszxUREREREfk9LTRoARwdHTl69Cjh4eHs2rWLoKAggoODOXToEAUKFMiyjIODw2PVnZaWhr29PXB/QcIHyzk6Ohrfjx49iru7u7Hdrl07ypQpw7JlyyhevDjp6elUq1btkYsa/tlu3LiBtbU1R44cMYb/Z3ow/gdl9vePyps3r/E9M2mR1b7MKRVZsbW1xdbW9k+JR0RERERELI9GCjxDDh48aLZ94MABKlasiLW1NXny5KFFixbMmDGDEydOcP78eb788svHrtvGxgbA7Ek3gLu7O9HR0QA0bNiQuXPncu3aNa5du8bcuXMBOHnyJAMGDGDkyJEA/PLLL8TFxfHuu+/SvHlzPDw8zEYRAHh4eHDixAlu375t1p/fn7N//36zOfcRERE4OTlRsmTJx7ouPj4+3Lt3j8uXL+Pu7m72yW7IfvXq1bl48SKnT5/O8riHhwcRERFm+yIiIqhUqdJDiQcREREREZHcpKTAMyQxMZHhw4cTFxfHunXrmD9/PkOHDuXTTz9l3rx5REVF8f3337N69WrS09OpXLnyY9ft6uqKvb09O3fu5NKlSyQnJwPQqVMnFixYANyf33737l0KFy5MyZIlee655/j+++9p1aoVgwcPplevXgAULFiQwoULs3TpUs6cOcOXX37J8OHDzdp79dVXMZlM9OvXj5iYGLZv387MmTPNzhk4cCAXLlxg8ODBnDp1ii1btjBu3DiGDx+OldX//Wlnd10AKlWqRPfu3fH39ycsLIxz584RGRnJ1KlT+eyzz4D7CxpWqVLFWGyxSZMmNG7cmJdeeondu3dz7tw5duzYwc6dOwEYMWIEe/bsYeLEiZw+fZrQ0FA++OCDhxZKFBERERERyW1KCjxD/P39+e2336hbty5vvvkmQ4cOpX///hQoUICwsDCaNWuGh4cHixcvZt26dXh6ej523Xny5GHevHksWbKE4sWL06FDBwCGDRvGnj17WL58OUWKFOGbb77h0qVLXLlyhYkTJ/LTTz9x4cIF+vfvb9RlZWXF+vXrOXLkCNWqVeOtt97ivffeM2vP0dGRbdu2ER0djY+PD2PHjmX69Olm55QoUYLt27cTGRmJt7c3b7zxBn379jVbyyCn65IpJCQEf39/RowYQeXKlenYsSOHDh2idOnSAKSmphIXF2e2DsPGjRupU6cO3bp1o2rVqowaNcoYRVGzZk02bNjA+vXrqVatGkFBQUyYMMFIioiIiIiIiPxT6O0Dz4jfv0Hg75T5Sr1mzZoxZMgQatasSZ48eYiPj2f+/Pn89NNPbNiw4W+PyxJlrjCqtw+IiIiIiFg2vX1A/jY+Pj5ERUVRuHBh2rVrh62tLXnz5qVevXqkpaUxb9683A5RREREREREsqC3D8ifwtXVlblz5zJnzhyuXLlCWloabm5uZnP7RURERERE5J9FSYFnRHh4eG6HANx/jZ6rq2tuhyEiIiIiIiKPQY9xRURERERERCyUkgIiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIXSQoMiz6DkmNE5votUREREREQENFJARERERERExGIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKryQUeQblrzodrOxyO4xsZSQG5nYIIiIiIiKCRgqIiIiIiIiIWCwlBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBeSx+Pn5MWzYsNwOw3D+/HlMJhNRUVG5HYqIiIiIiMi/Vp7cDkD+HcLCwsibN2+O55w/f55y5cpx7NgxatSo8dDx9PR0/ve///HRRx9x/PhxfvvtN8qUKUPbtm0ZPHgwhQsXfux4SpUqRVJSEkWKFHnSroiIiIiIiMj/p6SAPJZChQrlePzu3bs5Hv/55595+eWXuXDhAm+++SYjR46kUKFCnD17lrVr11K1alU2bdpEgwYNHisea2tr3NzcHjt+EREREREReZimD1gQPz8/Bg0axKBBg8ifPz9FihQhMDCQjIwMABYuXEjFihWxs7OjaNGivPzyy2ZlH5w+ULZsWSZOnIi/vz/Ozs7079+fcuXKAeDj44PJZMLPzw+AtLQ02rdvT4UKFTh16hTDhw+ncePGVKtWjfbt27N+/XpWrlxJp06dOHv2rNFGeno6M2bMwN3dHVtbW0qXLs3kyZOBh6cPXLt2je7du+Pi4oK9vT0VK1YkJCTEqOvixYt069aNQoUK4eDgQO3atTl48KBxfNGiRVSoUAEbGxsqV67Mhx9+mOO1vHPnDqNHj6ZUqVLY2tri7u7OihUrjON79+6lbt262NraUqxYMd5++23S0tLMrufgwYMZNmwYBQsWpGjRoixbtoybN2/Su3dvnJyccHd3Z8eOHY+MIyUlxewjIiIiIiLyuJQUsDChoaHkyZOHyMhI5s6dy+zZs1m+fDmHDx9myJAhTJgwgbi4OHbu3Enjxo1zrGvmzJl4e3tz7NgxAgMDiYyMBOCLL74gKSmJsLAwAFasWIHJZGLp0qWkp6czePBgSpQoQY0aNVi5ciWenp68+OKL9O/fn/Hjxxv1jxkzhmnTphEYGEhMTAxr166laNGiWcaSec6OHTuIjY1l0aJFxtSCGzdu0KRJE3744Qe2bt3K8ePHGTVqFOnp6QBs2rSJoUOHMmLECL777jtef/11evfuzVdffZVt3/39/Vm3bh3z5s0jNjaWJUuW4OjoCMAPP/xAmzZtqFOnDsePH2fRokWsWLGCSZMmPfRbFClShMjISAYPHsyAAQPo0qULDRo04OjRo7zwwgv06NGDW7duZRvH1KlTyZ8/v/EpVapUjr+ZiIiIiIjIg0wZmY+J5Znn5+fH5cuXOXnyJCaTCYC3336brVu3MmnSJHr37s3FixdxcnLKsmyNGjWYM2cOcH+kgI+PD5s2bTLOyW5NAV9fX8aMGUPbtm2ZOHEiH330EUuWLCEjI4OBAwfy22+/cf78eRISEvD19eWnn37i119/xcXFhQ8++IDXXnvtoXh+31b79u0pUqQIK1eufOjcpUuXEhAQwPnz57OcBuHr64unpydLly419nXt2pWbN2/y2WefPXT+6dOnqVy5Mrt376ZFixYPHR87diwbN24kNjbWuM4LFy5k9OjRJCcnY2VlhZ+fH/fu3WPfvn0A3Lt3j/z589O5c2dWr14NwE8//USxYsXYv38/9erVe6gduD9S4M6dO8Z2SkrK/cRAiXfAyi7LMv8EGYmBuR2CiIiIiMgzLSUlhfz585OcnIyzs3O252mkgIWpV6+ecaMKUL9+feLj42nevDllypShfPny9OjRgzVr1uT4hBqgdu3aj9VmdHS0sVbAtm3bGDduHH5+fjRt2pR3333XOK9YsWJcu3YNgNjYWO7cuUPz5s0fq40BAwawfv16atSowahRo/j222+NY1FRUfj4+GS7LkJsbCy+vr5m+3x9fYmNjc3y/KioKKytrWnSpEm29dWvX9/sOvv6+nLjxg0uXrxo7Ktevbrx3dramsKFC+Pl5WXsyxwVcfny5ey6ja2tLc7OzmYfERERERGRx6WkgADg6OjI0aNHWbduHcWKFSMoKAhvb2+uX7+ebRkHB4fHqjstLQ17e3vg/oKED5bLHHIPcPToUdzd3QGM8x9X69at+f7773nrrbf48ccfad68OQEBAU9V16P8WfX9/m0OJpPJbF9mUiFzmoOIiIiIiMifTUkBC/Pg4noABw4coGLFilhbW5MnTx5atGjBjBkzOHHiBOfPn+fLL7987LptbGyA+0PhH+Tu7k50dDQADRs2ZO7cuVy7do1r164xd+5cAE6ePMmAAQMYOXIkABUrVsTe3p49e/Y8dvsuLi707NmTjz76iDlz5hjTAapXr05UVBRXr17NspyHhwcRERFm+yIiIqhatWqW53t5eZGens7evXuzrW///v08ODMnIiICJycnSpYs+dj9ERERERER+aspKWBhEhMTGT58OHFxcaxbt4758+czdOhQPv30U+bNm0dUVBTff/89q1evJj09ncqVKz923a6urtjb27Nz504uXbpEcnIyAJ06dWLBggUABAcHc/fuXQoXLkzJkiV57rnn+P7772nVqhWDBw+mV69eANjZ2TF69GhGjRrF6tWrSUhI4MCBA2Yr/D8oKCiILVu2cObMGU6ePMmnn36Kh4cHAN26dcPNzY2OHTsSERHB2bNn2bhxI/v37wdg5MiRrFq1ikWLFhEfH8/s2bMJCwszRhoAVKlSxVg/oWzZsvTs2ZM+ffqwefNmzp07R3h4OBs2bABg4MCBXLhwgcGDB3Pq1Cm2bNnCuHHjGD58OFZW+pcTEREREZF/jjy5HYD8vfz9/fntt9+oW7cu1tbWDB06lP79+xMREUFYWBjBwcHcvn2bihUrsm7dOjw9PR+77jx58jBv3jwmTJhAUFAQjRo1Ijw8nGHDhuHl5cXy5ct57bXX+Oabb7hy5QoODg7Y2NgwbNiwLN8qEBgYSJ48eQgKCuLHH3+kWLFivPHGG1m2bWNjw5gxYzh//jz29vY0atSI9evXG8d27drFiBEjaNOmDWlpaVStWtVIVHTs2JG5c+cyc+ZMhg4dSrly5QgJCTFeqQgQFxdnJDng/isM33nnHQYOHMgvv/xC6dKleeeddwAoUaIE27dvZ+TIkXh7e1OoUCH69u1rtn6CiIiIiIjIP4HePmBBfv8Ggb/TsWPHePHFF2nWrBlDhgyhZs2a5MmTh/j4eObPn89PP/1kPGmXp5e5wqjePiAiIiIiYtn09gH5R/Hx8SEqKorChQvTrl07bG1tyZs3L/Xq1SMtLY158+bldogiIiIiIiIWR9MH5G/j6urK3LlzmTNnDleuXCEtLQ03NzfNsxcREREREcklSgpYkPDw8NwOAbj/qj1XV9fcDkNERERERMTi6RGtiIiIiIiIiIVSUkBERERERETEQikpICIiIiIiImKhlBQQERERERERsVBaaFDkGZQcMzrHd5GKiIiIiIiARgqIiIiIiIiIWCwlBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExELplYQiz6D8VaeDlV1uh/HEMhIDczsEERERERGLopECIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICFsrPz49hw4bldhh/SHBwMDVq1DC2e/XqRceOHXMtHhERERERkX8bJQUsVFhYGBMnTszxnPPnz2MymYiKisryeHp6Oh9//DHt2rWjdOnSuLi4ULt2bYKDg/nll1/+gqjNBQQEsGfPnr+8HRERERERkWdVntwOQHJHoUKFcjx+9+7dHI///PPPvPzyy1y4cIE333yTkSNHUqhQIc6ePcvatWupWrUqmzZtokGDBn9m2GYcHR1xdHT8y+oXERERERF51mmkwL+Yn58fgwYNYtCgQeTPn58iRYoQGBhIRkYGAAsXLqRixYrY2dlRtGhRXn75ZbOyD04fKFu2LBMnTsTf3x9nZ2f69+9PuXLlAPDx8cFkMuHn5wdAWloa7du3p0KFCpw6dYrhw4fTuHFjqlWrRvv27Vm/fj0rV66kU6dOnD171qyNOXPmmPWhRo0aBAcHA5CRkUFwcDClS5fG1taW4sWLM2TIkGz7//vpA5nGjx+Pi4sLzs7OvPHGG2YJDj8/PwYPHsywYcMoWLAgRYsWZdmyZdy8eZPevXvj5OSEu7s7O3bsyPHa37lzh9GjR1OqVClsbW1xd3dnxYoVxvG9e/dSt25dbG1tKVasGG+//TZpaWl/ehwiIiIiIiJ/hJIC/3KhoaHkyZOHyMhI5s6dy+zZs1m+fDmHDx9myJAhTJgwgbi4OHbu3Enjxo1zrGvmzJl4e3tz7NgxAgMDiYyMBOCLL74gKSmJsLAwAFasWIHJZGLp0qWkp6czePBgSpQoQY0aNVi5ciWenp68+OKL9O/fn/Hjxz92XzZu3Mj777/PkiVLiI+PZ/PmzXh5eT3R9dizZw+xsbGEh4ezbt06wsLCHoohNDSUIkWKEBkZyeDBgxkwYABdunShQYMGHD16lBdeeIEePXpw69atbNvx9/dn3bp1zJs3j9jYWJYsWWKMWvjhhx9o06YNderU4fjx4yxatIgVK1YwadKkPz2OO3fukJKSYvYRERERERF5XJo+8C9XqlQp3n//fUwmE5UrVyY6Opr333+fSZMm4eDgQNu2bXFycqJMmTL4+PjkWFezZs0YMWKEsW1tbQ1A4cKFcXNzM/avXr2aMWPGYG1tzZQpU9i1axdr1qwhIyODgQMH8ttvvwH3F/7z9fV97L4kJibi5uZGixYtyJs3L6VLl6Zu3bpPcjmwsbFh5cqV5MuXD09PTyZMmMDIkSOZOHEiVlb3c2De3t68++67AIwZM4Zp06ZRpEgR+vXrB0BQUBCLFi3ixIkT1KtX76E2Tp8+zYYNG9i9ezctWrQAoHz58sbxhQsXUqpUKT744ANMJhNVqlThxx9/ZPTo0QQFBf1pcQBMnTr1iRIvIiIiIiIiD9JIgX+5evXqYTKZjO369esTHx9P8+bNKVOmDOXLl6dHjx6sWbMmxyfOALVr136sNqOjo421ArZt28a4cePw8/OjadOmxk0uQLFixbh27dpj96VLly789ttvlC9fnn79+rFp0yazIfePw9vbm3z58hnb9evX58aNG1y4cMHYV716deO7tbU1hQsXNhuRULRoUQAuX76cZRtRUVFYW1vTpEmTLI/HxsZSv359s9/F19eXGzducPHixT8tDrifTEhOTjY+D/ZTRERERETkUZQUeEY5Ojpy9OhR1q1bR7FixQgKCsLb25vr169nW8bBweGx6k5LS8Pe3h64vyDhg+UeXPjv6NGjuLu7G9tWVlbGegeZUlNTje+lSpUiLi6OhQsXYm9vz8CBA2ncuLHZOX+GvHnzmm2bTCazfZk38+np6VmWz+x7bscBYGtri7Ozs9lHRERERETkcSkp8C938OBBs+0DBw5QsWJFrK2tyZMnDy1atGDGjBmcOHGC8+fP8+WXXz523TY2NgDcu3fPbL+7uzvR0dEANGzYkLlz53Lt2jWuXbvG3LlzATh58iQDBgxg5MiRRjkXFxeSkpKM7ZSUFM6dO2dWt729Pe3atWPevHmEh4ezf/9+o63Hcfz4cWP6Aty/Ho6OjpQqVeqx63gULy8v0tPT2bt3b5bHPTw82L9/v1kCJCIiAicnJ0qWLPmnxSEiIiIiIvJHKSnwL5eYmMjw4cOJi4tj3bp1zJ8/n6FDh/Lpp58yb948oqKi+P7771m9ejXp6elUrlz5set2dXXF3t6enTt3cunSJZKTkwHo1KkTCxYsAO6/AeDu3bsULlyYkiVL8txzz/H999/TqlUrBg8eTK9evYz6mjVrxocffsi+ffuIjo6mZ8+exroFAKtWrWLFihV89913nD17lo8++gh7e3vKlCkD3B8q7+/vn2PMd+/epW/fvsTExLB9+3bGjRvHoEGDjHn8T6tKlSps2rQJuP8WhZ49e9KnTx82b97MuXPnCA8PZ8OGDQAMHDiQCxcuMHjwYE6dOsWWLVsYN24cw4cP/8NxiIiIiIiI/Jm00OC/nL+/P7/99ht169bF2tqaoUOH0r9/fyIiIggLCyM4OJjbt29TsWJF1q1bh6en52PXnSdPHubNm8eECRMICgqiUaNGhIeHM2zYMLy8vFi+fDmvvfYa33zzDVeuXMHBwQEbGxuGDRtmzId/0JgxYzh37hxt27Ylf/78TJw40WykQIECBZg2bRrDhw/n3r17eHl5sW3bNgoXLgxAUlISiYmJOcbcvHlzKlasSOPGjblz5w7dunUzXnn4R8TFxRlJEYBFixbxzjvvMHDgQH755RdKly7NO++8A0CJEiXYvn07I0eOxNvbm0KFCtG3b1+z9RZERERERET+CUwZv5/kLf8afn5+1KhRgzlz5vztbR87dowXX3yRZs2aMWTIEGrWrEmePHmIj49n/vz5/PTTT8aTc/n7pKSkkD9/fijxDljZ5XY4TywjMTC3QxAREREReSZk3hskJyfnuPaYxjLLU/Hx8SEqKorChQvTrl07bG1tyZs3L/Xq1SMtLY158+bldogiIiIiIiLyCJo+IE/N1dWVuXPnMmfOHK5cuUJaWhpubm6aNy8iIiIiIvIvoaTAv1h4eHhuhwDcf3Weq6trbochIiIiIiIiT0iPdEVEREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiF0kKDIs+g5JjROb6LVEREREREBDRSQERERERERMRiKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSq8kFHkG5a86HazscjuMp5KRGJjbIYiIiIiIWAyNFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSQERERERERMRCKSkgIiIiIiIiYqEsOilQtmxZ5syZk9th/GMEBwdTo0aN3A7jL9erVy86duyY22GIiIiIiIjkOotOCvzZ/u03mwEBAezZs8fY/qP9uXHjBrNmzaJhw4a4ublRokQJmjVrxpIlS0hLS/sTIhYREREREZE/Ik9uB/BH3b17Fxsbm9wO418tIyODe/fu4ejoiKOj459S55EjR+jUqRNlypShX79+eHh4kDdvXk6cOMHixYtZvHgxn3/+Oa6urn9KeyIiIiIiIvLk/nEjBfz8/Bg0aBCDBg0if/78FClShMDAQDIyMoD7Q/4nTpyIv78/zs7O9O/fH4CNGzfi6emJra0tZcuWZdasWWb1Xr58mXbt2mFvb0+5cuVYs2aN2fHz589jMpmIiooy9l2/fh2TyUR4eLix7+TJk7Rt2xZnZ2ecnJxo1KgRCQkJBAcHExoaypYtWzCZTA+Ve9C1a9fo3r07Li4u2NvbU7FiRUJCQozjFy5coGvXrhQoUIBChQrRoUMHzp8/b1bHypUrjf4WK1aMQYMGPXY/wsPDMZlM7Nixg1q1amFra8s333xjNn0gu/40a9bMaCvTlStXsLGxMUYZfP/997Rp04bAwED27dtHz549qVu3Lj4+PvTs2ZNvv/2Wdu3a0bp1a1JTU416Zs+ejZeXFw4ODpQqVYqBAwdy48YN4/iqVasoUKAAmzdvpmLFitjZ2dGyZUsuXLhgnJPZhyVLllCqVCny5ctH165dSU5OzvK3AEhPT2fq1KmUK1cOe3t7vL29+eSTT7I9H+DOnTuMHj2aUqVKYWtri7u7OytWrDCO7927l7p16xq/z9tvv202OsLPz4/BgwczbNgwChYsSNGiRVm2bBk3b96kd+/eODk54e7uzo4dO3KMQ0RERERE5I/4xyUFAEJDQ8mTJw+RkZHMnTuX2bNns3z5cuP4zJkz8fb25tixYwQGBnLkyBG6du3KK6+8QnR0NMHBwQQGBrJq1SqjTK9evbhw4QJfffUVn3zyCQsXLuTy5ctPFNcPP/xA48aNsbW15csvv+TIkSP06dOHtLQ0AgIC6Nq1K61atSIpKYmkpCQaNGiQZT2BgYHExMSwY8cOYmNjWbRoEUWKFAEgNTWVli1b4uTkxL59+4iIiMDR0ZFWrVpx9+5dABYtWsSbb75J//79iY6OZuvWrbi7uz/hVYa3336badOmERsbS/Xq1c2OZdef1157jbVr13Lnzh3j3I8++siYGpBZb+/evenXrx8XL16kbdu2uLq60rJlSyZOnMiAAQOYMGECDg4OfPTRR0Y9VlZWzJs3j5MnTxIaGsqXX37JqFGjzOK6desWkydPZvXq1URERHD9+nVeeeUVs3POnDnDhg0b2LZtGzt37uTYsWMMHDgw2+swdepUVq9ezeLFizl58iRvvfUW//3vf9m7d2+2Zfz9/Vm3bh3z5s0jNjaWJUuWGKMsfvjhB9q0aUOdOnU4fvw4ixYtYsWKFUyaNMmsjtDQUIoUKUJkZCSDBw9mwIABdOnShQYNGnD06FFeeOEFevTowa1bt7KN486dO6SkpJh9REREREREHtc/cvpAqVKleP/99zGZTFSuXJno6Gjef/99+vXrB0CzZs0YMWKEcX737t1p3rw5gYGBAFSqVImYmBjee+89evXqxenTp9mxYweRkZHUqVMHgBUrVuDh4fFEcS1YsID8+fOzfv168ubNa7SVyd7enjt37uDm5pZjPYmJifj4+FC7dm3g/uiHTB9//DHp6eksX74ck8kEQEhICAUKFCA8PJwXXniBSZMmMWLECIYOHWqUy+zXk5gwYQLPP/98lsccHR2z7E/nzp0ZNGgQW7ZsoWvXrsD9J/i9evXCZDJx48YNPvvsM86dOwdAz549cXR0ZOfOncTGxvLGG2/w0ksvGcc+//xzevfuDcCwYcOMdsqWLcukSZN44403WLhwobE/NTWVDz74gOeeew64f2Pt4eFBZGQkdevWBeD27dusXr2aEiVKADB//nxefPFFZs2a9dBvc+fOHaZMmcIXX3xB/fr1AShfvjzffPMNS5YsoUmTJg9dm9OnT7NhwwZ2795NixYtjDKZFi5cSKlSpfjggw8wmUxUqVKFH3/8kdGjRxMUFISV1f1cnLe3N++++y4AY8aMYdq0aRQpUsT4Ow8KCmLRokWcOHGCevXqZfk7TZ06lfHjx2d5TERERERE5FH+kSMF6tWrZ9wQA9SvX5/4+Hju3bsHYNxMZ4qNjcXX19dsn6+vr1EmNjaWPHnyUKtWLeN4lSpVKFCgwBPFFRUVRaNGjYyEwONo3bq1MVff09MTgAEDBrB+/Xpq1KjBqFGj+Pbbb43zjx8/zpkzZ3BycjLKFSpUiNu3b5OQkMDly5f58ccfad68+RPFnpXfX8fHYWdnR48ePVi5ciUAR48e5bvvvqNXr17A/RvmsmXLUrhwYW7evMmXX37JokWLqFmzJt27dzd7ql+sWDGuXbtmbH/xxRc0b96cEiVK4OTkRI8ePfjll1/MnpTnyZPHLAGS+TvGxsYa+0qXLm0kBOD+3096ejpxcXEP9efMmTPcunWL559/3rjejo6OrF69moSEhCyvQVRUFNbW1lkmDOD+32P9+vXN/oZ9fX25ceMGFy9eNPY9ODrD2tqawoUL4+XlZewrWrQoQI4jWsaMGUNycrLxeXAqhYiIiIiIyKP8I0cKPIqDg8OfXmfm09vMtQsAs/nucH8kwJNavnw5v/32G4CRTGjdujXff/8927dvZ/fu3TRv3pw333yTmTNncuPGDWrVqvXQmgcALi4uRpx/pB+ZnvY6vvbaa9SoUYOLFy8SEhJCs2bNKFOmDABpaWnGdcps98F2HB0djUTA0aNHjWkP58+fp23btgwYMIDJkydTqFAhvvnmG/r27cvdu3fJly/fU8X6KJlrFnz22WdmiQQAW1vbLMs8zd9BVn6fXDKZTGb7MpMK6enp2dZha2ubbZwiIiIiIiKP8o8cKXDw4EGz7QMHDlCxYkWsra2zPN/Dw4OIiAizfREREVSqVAlra2uqVKlCWloaR44cMY7HxcVx/fp1Y9vFxQWApKQkY9+Di/XB/Se7+/bty/Ym28bGxhjNkKlEiRK4u7vj7u5u3DhnttezZ08++ugj5syZw9KlSwGoWbMm8fHxuLq6GuUyP/nz58fJyYmyZcuavTrwQY/Tj8eVVX8AvLy8qF27NsuWLWPt2rX06dPHOFa+fHlOnz5NamoqBQoUwNPTk8mTJ5OamsqpU6dYv3496enpfPbZZyxYsMBYtPDIkSOkp6cza9Ys6tWrR6VKlfjxxx8fajstLY3Dhw8b25m/44NTQRITE83KHjhwACsrKypXrvxQfVWrVsXW1pbExMSHrnepUqWyvC5eXl6kp6dnu+aAh4cH+/fvN0vMRERE4OTkRMmSJbMsIyIiIiIikhv+kUmBxMREhg8fTlxcHOvWrWP+/Plm8+d/b8SIEezZs4eJEydy+vRpQkND+eCDDwgICACgcuXKtGrVitdff52DBw9y5MgRXnvtNbMnvvb29tSrV89YeG/v3r3GfO9MgwYNIiUlhVdeeYXDhw8THx/Phx9+aAxLL1u2LCdOnCAuLo6ff/452+RBUFAQW7Zs4cyZM5w8eZJPP/3UuKnt3r07RYoUoUOHDuzbt49z584RHh7OkCFDjKHnwcHBzJo1i3nz5hEfH8/Ro0eZP3/+Y/fjceXUn9dee41p06aRkZFBp06djP1FihShevXqxgKCISEhrFu3Dnt7e1q0aEH79u356KOPCAoKYsOGDUa/3d3dSU1NZf78+Zw9e5YPP/yQxYsXPxRT3rx5GTx4sPE79urVi3r16hnrCcD9KQ49e/bk+PHj7Nu3jyFDhtC1a9cs13pwcnIiICCAt956i9DQUBISEozrGRoaapxXpUoVNm3aZFyXnj170qdPHzZv3mz8Rhs2bABg4MCBXLhwgcGDB3Pq1Cm2bNnCuHHjGD58+CNHeoiIiIiIiPyd/pF3KP7+/vz222/UrVuXN998k6FDhxqvHsxKzZo12bBhA+vXr6datWoEBQUxYcIEY5473L85LV68OE2aNKFz5870798fV1dXs3pWrlxJWloatWrVYtiwYQ+tFl+4cGG+/PJLbty4QZMmTahVqxbLli0zhnz369ePypUrU7t2bVxcXB4avZDJxsaGMWPGUL16dRo3boy1tTXr168HIF++fHz99deULl2azp074+HhQd++fbl9+zbOzs7A/QX65syZw8KFC/H09KRt27bEx8c/dj8eV0796datG3ny5KFbt27Y2dmZlZs6dSoBAQEcPXqUOnXqkJiYSGJiIufPn2fWrFlcvXqVI0eO0KhRI6OMt7c3s2fPZvr06VSrVo01a9YwderUh2LKly8fo0eP5tVXX8XX1xdHR0c+/vhjs3Pc3d3p3Lkzbdq04YUXXqB69epmixX+3sSJEwkMDGTq1Kl4eHjQqlUrPvvsM8qVK2ecExcXZ/Zaw0WLFvHyyy8zcOBAqlSpQr9+/bh58yZwf3TI9u3biYyMxNvbmzfeeIO+ffs+dXJGRERERETkr2LKeHCM8z+An58fNWrUYM6cObkdiuTg/PnzVKhQgUOHDlGzZs2HjoeGhjJ06FCGDBmCv78/FSpU4N69e0RGRjJ16lSaNWvGW2+99URtrlq1imHDhplN+/i94OBgNm/e/NRTJv7tUlJSyJ8/P5R4B6zsHl3gHygjMTC3QxARERER+dfLvDdITk42HjBn5R85UkD+uVJTU/npp5949913qVevXpYJAbg/muHrr78mJiYGb29vbGxssLW15b///S8NGzbkzTff/JsjFxERERERkd/7V759QHJPREQETZs2pVKlSnzyySc5nlu9enU++eQT0tLSuHTpEra2thQpUuRvilREREREREQe5R83fUBEnp6mD4iIiIiICGj6gIiIiIiIiIg8gpICIiIiIiIiIhZKSQERERERERERC6WkgIiIiIiIiIiF0tsHRJ5ByTGjc1xMREREREREBDRSQERERERERMRiKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSq8kFHkG5a86HazscjuMv0RGYmBuhyAiIiIi8szQSAERERERERERC6WkgIiIiIiIiIiFUlJARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCglBUREREREREQslJICIiIiIiIiIhZKSQERERERERERC6WkwD9I2bJlmTNnTm6HYRFMJhObN2/O7TBERERERERylZICzyA/Pz+GDRuWK20fOHCAnj174u7uTuHChfHw8GDAgAGcPHkyV+IRERERERGR7Ckp8Ay5e/durrWdnp7O4MGDad26NUWLFmXBggV8/fXXLFy4EEdHRxo2bMiCBQv+cDupqal/QrQiIiIiIiICSgo85JNPPsHLywt7e3sKFy5MixYtuHnzJgDLly/Hw8MDOzs7qlSpwsKFC83KXrx4kW7dulGoUCEcHByoXbs2Bw8eBCAhIYEOHTpQtGhRHB0dqVOnDl988UWOsVy/fp3XXnsNFxcXnJ2dadasGcePHzeOBwcHU6NGDZYvX065cuWws7OjV69e7N27l7lz52IymTCZTJw/fz7HdlatWkWBAgXM9m3evBmTyWRsHz9+nKZNm+Lk5ISzszO1atXi8OHDxvHRo0dz8OBBYmNjmTFjBi1btsTT05OmTZvy3nvvcfjwYWbNmsUnn3xi1s6iRYuoUKECNjY2VK5cmQ8//NDsuMlkYtGiRbRv3x4HBwcmT57MvXv36Nu3L+XKlcPe3p7KlSszd+7ch/q1cuVKPD09sbW1pVixYgwaNCjba3DhwgW6du1KgQIFKFSoEB06dHjkdTt58iRt27bF2dkZJycnGjVqREJCAnA/STJhwgRKliyJra0tNWrUYOfOnUbZ8+fPYzKZ2LBhA40aNcLe3p46depw+vRpDh06RO3atXF0dKR169ZcuXIlxzhERERERESelpICD0hKSqJbt2706dOH2NhYwsPD6dy5MxkZGaxZs4agoCAmT55MbGwsU6ZMITAwkNDQUABu3LhBkyZN+OGHH9i6dSvHjx9n1KhRpKenG8fbtGnDnj17OHbsGK1ataJdu3YkJiZmG0+XLl24fPkyO3bs4MiRI9SsWZPmzZtz9epV45wzZ86wceNGwsLCiIqKYu7cudSvX59+/fqRlJREUlISpUqV+sPXpnv37pQsWZJDhw5x5MgR3n77bfLmzQtATEwMq1atYvPmzbi5ubFo0SIqVqxI2bJlmT9/PpUrVyZv3rwsW7aMkSNHkpGRAcCmTZsYOnQoI0aM4LvvvuP111+nd+/efPXVV2ZtBwcH06lTJ6Kjo+nTpw/p6emULFmS//3vf8TExBAUFMQ777zDhg0bjDKLFi3izTffpH///kRHR7N161bc3d2z7FtqaiotW7bEycmJffv2ERERgaOjI61atcp29MUPP/xA48aNsbW15csvv+TIkSP06dOHtLQ0AObOncusWbOYOXMmJ06coGXLlrRv3574+HizesaNG8e7777L0aNHyZMnD6+++iqjRo1i7ty57Nu3jzNnzhAUFJTt73Lnzh1SUlLMPiIiIiIiIo8rT24H8E+SlJREWloanTt3pkyZMgB4eXkB92/eZs2aRefOnQEoV64cMTExLFmyhJ49e7J27VquXLnCoUOHKFSoEIDZTai3tzfe3t7G9sSJE9m0aRNbt27N8gn2N998Q2RkJJcvX8bW1haAmTNnsnnzZj755BP69+8P3J8ysHr1alxcXIyyNjY25MuXDzc3tz/t2iQmJjJy5EiqVKkCQMWKFY1ja9asoWfPnhQvXpx9+/YREBDAsmXLqFKlCuPGjSMhIYH09HSaN29OWloacXFxVKlShZkzZ9KrVy8GDhwIwPDhwzlw4AAzZ86kadOmRv2vvvoqvXv3Notn/Pjxxvdy5cqxf/9+NmzYQNeuXQGYNGkSI0aMYOjQocZ5derUybJvH3/8Menp6SxfvtwYHRESEkKBAgUIDw/nhRdeeKjMggULyJ8/P+vXrzeSI5UqVTKOz5w5k9GjR/PKK68AMH36dL766ivmzJljNo0iICCAli1bAjB06FC6devGnj178PX1BaBv376sWrUqy7gBpk6danYtREREREREnoRGCjzA29ub5s2b4+XlRZcuXVi2bBnXrl3j5s2bJCQk0LdvXxwdHY3PpEmTjOHiUVFR+Pj4GAmB37tx4wYBAQF4eHhQoEABHB0diY2NzXakwPHjx7lx4waFCxc2a/PcuXNGmwBlypQxSwj8VYYPH85rr71GixYtmDZtmlkM0dHRNGjQAIBt27bRvXt3Xn31VWrWrMnixYu5d++ecW6xYsW4du0aALGxscbNbyZfX19iY2PN9tWuXfuheBYsWECtWrVwcXHB0dGRpUuXGtfy8uXL/PjjjzRv3vyx+nb8+HHOnDmDk5OTcZ0LFSrE7du3zfr5oKioKBo1amQkBB6UkpLCjz/++Fh9q169uvG9aNGiwP8lojL3Xb58OdvYx4wZQ3JysvG5cOHCozssIiIiIiLy/2mkwAOsra3ZvXs33377Lbt27WL+/PmMHTuWbdu2AbBs2TKee+65h8oA2Nvb51h3QEAAu3fvZubMmbi7u2Nvb8/LL7+c7fD0GzduUKxYMcLDwx869uD8fwcHhyfoYdasrKyMIf2Zfr+gX3BwMK+++iqfffYZO3bsYNy4caxfv55OnTqRlpZm9P/u3btmMTk6Ohrfb968SXx8PBUqVHii+H7fx/Xr1xMQEMCsWbOoX78+Tk5OvPfee8b6DY/6LX7vxo0b1KpVizVr1jx0LLuEy5O2kZ0HkwqZoxR+vy9zCkpWbG1tjZEkIiIiIiIiT0ojBX7HZDLh6+vL+PHjOXbsGDY2NkRERFC8eHHOnj2Lu7u72adcuXLA/Se+UVFRZvP9HxQREUGvXr3o1KkTXl5euLm55biQXc2aNfnpp5/IkyfPQ20WKVIkxz7Y2NiYPZ1/FBcXF3799VdjQUW4/yT89ypVqsRbb73Frl276Ny5MyEhIcD9aRLR0dEANGzYkPXr13Pq1ClSU1OZPHkyAFeuXKFPnz506NABV1dXADw8PIiIiDBrIyIigqpVq+YYb0REBA0aNGDgwIH4+Pjg7u5u9kTfycmJsmXLsmfPnsfqf82aNYmPj8fV1fWha50/f/4sy1SvXp19+/Zl+TYEZ2dnihcv/lR9ExERERER+TspKfCAgwcPMmXKFA4fPkxiYiJhYWFcuXIFDw8Pxo8fz9SpU5k3bx6nT58mOjqakJAQZs+eDUC3bt1wc3OjY8eOREREcPbsWTZu3Mj+/fuB+3PwMxcDPH78OK+++mqOT4BbtGhB/fr16dixI7t27eL8+fN8++23jB071mzV/6yULVuWgwcPcv78eX7++ecc2wF47rnnyJcvH++88w4JCQmsXbvWbB77b7/9xqBBgwgPD+f7778nIiKCQ4cO4eHhAUCnTp1Yvnw5qampvPTSS7Rv356qVauSL18+rl+/TvHixWnRogUlSpRg8eLFRr0jR45k1apVLFq0iPj4eGbPnk1YWBgBAQE5xluxYkUOHz7M559/zunTpwkMDOTQoUNm5wQHBzNr1izmzZtHfHw8R48eZf78+VnW1717d4oUKUKHDh3Yt28f586dIzw8nCFDhnDx4kXg/qKImespAAwaNIiUlBReeeUVDh8+THx8PB9++CFxcXFG36ZPn87HH39MXFwcb7/9NlFRUWZrHIiIiIiIiOQ2JQUe4OzszNdff02bNm2oVKkS7777LrNmzaJ169a89tprLF++nJCQELy8vGjSpAmrVq0yRgrY2Niwa9cuXF1dadOmDV5eXkybNs2YXjB79mwKFixIgwYNaNeuHS1btqRmzZrZxmIymdi+fTuNGzemd+/eVKpUiVdeeYXvv//emHuenYCAAKytralatSouLi45vuEAoFChQnz00Uds374dLy8v1q1bR3BwsHHc2tqaX375BX9/fypVqkTXrl1p3bq1scBd06ZNcXd3p1+/fqSnp7NkyRKSk5O5dOkSS5cu5fDhw1y9epXZs2djZ2dn1NuxY0fmzp3LzJkz8fT0ZMmSJYSEhODn55djvK+//jqdO3fmP//5D8899xy//PKLsVhhpp49ezJnzhwWLlyIp6cnbdu2fWjl/0z58uXj66+/pnTp0nTu3BkPDw/69u3L7du3cXZ2BiA5Odm44QcoXLgwX375pfHWiVq1arFs2TJj6P+QIUMYPnw4I0aMwMvLi507d7J161azBRpFRERERERymynj95PJRZ7CtWvXaNOmDQBjx46lWbNm5MuXj8uXL7NmzRpWr17NN99886esgSDZS0lJuT/locQ7YGX36AL/QhmJgbkdgoiIiIjIP17mvUFycrLxsDMrGikgf4qCBQuyd+9eunbtyogRI3BwcMDW1pbSpUsTHh7OihUrlBAQERERERH5h1FSwAK88cYbZq81fPDzxhtv/Gnt2NjY8NZbbxEXF8f169c5c+YMycnJbNmyJcepEiIiIiIiIpI7NH3AAly+fJmUlJQsjzk7OxtvA5B/P00fEBERERERePzpA3n+xpgkl7i6uurGX0RERERERB6i6QMiIiIiIiIiFkpJARERERERERELpaSAiIiIiIiIiIXSmgIiz6DkmNE5LiYiIiIiIiICGikgIiIiIiIiYrGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulVxKKPIPyV50OVna5HcY/WkZiYG6HICIiIiKS6zRSQERERERERMRCKSkgIiIiIiIiYqGUFBARERERERGxUEoKiIiIiIiIiFgoJQVERERERERELJSSAiIiIiIiIiIWSkkBEREREREREQulpICIiIiIiIiIhVJSQP4Sq1atokCBArkdxiNFRETg5eVF3rx56dixY26HIyIiIiIi8rdSUsACpaamsnTpUlq0aEGJEiVwc3OjQYMGzJw5k1u3bv0pbfznP//h9OnTf0pdf6Xhw4dTo0YNzp07x6pVqwgODqZGjRq5HZaIiIiIiMjfIk9uByB/3N27d7GxsXmsc8+ePUuHDh2wsrJiwIABVK9eHUdHR06dOkVISAgLFizg888/p1KlSn8oJnt7e+zt7Z+6/JP06Y9ISEjgjTfeoGTJkn95WyIiIiIiIv80GinwlD755BO8vLywt7encOHCtGjRgps3bwKwfPlyPDw8sLOzo0qVKixcuNCs7MWLF+nWrRuFChXCwcGB2rVrc/DgQQB69er10DD2YcOG4efnZ2z7+fkxaNAghg0bRpEiRWjZsiUA3333Ha1bt8bR0ZGiRYvSo0cPfv75Z6NccnIyLVu2pFOnTkRFRfHGG2/QoEEDqlevTteuXdmxYwfvvPMOL7zwAteuXTPKlS1blkmTJuHv74+joyNlypRh69atXLlyhQ4dOuDo6Ej16tU5fPiwUSar6QPbtm2jTp062NnZUaRIETp16mTWxsSJE/H398fZ2Zn+/fsDsHHjRjw9PbG1taVs2bLMmjXLrM6FCxdSsWJF7OzsKFq0KC+//LJx7M6dOwwZMgRXV1fs7Oxo2LAhhw4dAuD8+fOYTCZ++eUX+vTpg8lkYtWqVYwfP57jx49jMpmMfdlZuXKlEVuxYsUYNGiQcSwxMdG4Ns7OznTt2pVLly4ZxzNHJKxcuZLSpUvj6OjIwIEDuXfvHjNmzMDNzQ1XV1cmT56cbfsiIiIiIiJ/lJICTyEpKYlu3brRp08fYmNjCQ8Pp3PnzmRkZLBmzRqCgoKYPHkysbGxTJkyhcDAQEJDQwG4ceMGTZo04YcffmDr1q0cP36cUaNGkZ6e/kQxhIaGYmNjQ0REBIsXL+b69es0a9YMHx8fDh8+zM6dO7l06RJdu3Y1ykybNo1atWoxYcIEkpOT6d69uzF1YN68ebRu3Zp+/frRqFEj5syZY9be+++/j6+vL8eOHePFF1+kR48e+Pv789///pejR49SoUIF/P39ycjIyDLezz77jE6dOtGmTRuOHTvGnj17qFu3rtk5M2fOxNvbm2PHjhEYGMiRI0fo2rUrr7zyCtHR0QQHBxMYGGjcqB8+fJghQ4YwYcIE4uLi2LlzJ40bNzbqGzVqFBs3biQ0NJSjR4/i7u5Oy5YtuXr1KqVKlSIpKQlnZ2fmzJlDUlIS//nPfxgxYgSenp4kJSUZ+7KyaNEi3nzzTfr37090dDRbt27F3d0dgPT0dDp06MDVq1fZu3cvu3fv5uzZsw/VlZCQwI4dO9i5cyfr1q1jxYoVvPjii1y8eJG9e/cyffp03n33XSNhlJU7d+6QkpJi9hEREREREXlcmj7wFJKSkkhLS6Nz586UKVMGAC8vLwDGjRvHrFmz6Ny5MwDlypUjJiaGJUuW0LNnT9auXcuVK1c4dOgQhQoVAjBuJp9ExYoVmTFjhrE9adIkfHx8mDJlirFv5cqVlCpVitOnT1OpUiU+/PBDdu7cCcCIESM4d+4cW7Zs4fLly/Tv35/KlSsD90crjB07lvHjxxt1tWnThtdffx2AoKAgFi1aRJ06dejSpQsAo0ePpn79+ly6dAk3N7eH4p08eTKvvPKKWZ3e3t5m5zRr1owRI0YY2927d6d58+YEBgYCUKlSJWJiYnjvvffo1asXiYmJODg40LZtW5ycnChTpgw+Pj4A3Lx5k0WLFrFq1Spat24NwLJly9i9ezcrVqxg5MiRuLm5YTKZyJ8/vxGzo6MjefLkybIPD5o0aRIjRoxg6NChxr46deoAsGfPHqKjozl37hylSpUCYPXq1Xh6enLo0CHjvPT0dFauXImTkxNVq1aladOmxMXFsX37dqysrKhcuTLTp0/nq6++4rnnnssyjqlTp5pdUxERERERkSehkQJPwdvbm+bNm+Pl5UWXLl1YtmwZ165d4+bNmyQkJNC3b18cHR2Nz6RJk0hISAAgKioKHx8fIyHwtGrVqmW2ffz4cb766iuzdqtUqQLcfyJ99epVfv31V6pVqwbcH8o/c+ZMnnvuOdq1a2c29L1YsWJm0wcAqlevbnwvWrQo8H+JkAf3Xb58Oct4o6KiaN68eY59ql27ttl2bGwsvr6+Zvt8fX2Jj4/n3r17PP/885QpU4by5cvTo0cP1qxZYyyUmJCQQGpqqln5vHnzUrduXWJjY3OM41EuX77Mjz/+mG1/YmNjKVWqlJEQAKhatSoFChQwa7ts2bI4OTkZ20WLFqVq1apYWVmZ7cvumgKMGTOG5ORk43PhwoU/0jUREREREbEwGinwFKytrdm9ezfffvstu3btYv78+YwdO5Zt27YB959I//7JrrW1NcAjF9+zsrJ6aAh+amrqQ+c5ODiYbd+4cYN27doxffr0h84tVqwYN2/exM7Ozth39+5dszocHR2N75lD7R+UN29e47vJZMp2X3bTIB5n0cHf9+lRnJycOHr0KOHh4ezatYugoCCCg4ONdQP+Kn9kAcUHPXj94P41zGpfTlNLbG1tsbW1/VPiERERERERy6ORAk/JZDLh6+vL+PHjOXbsmDG/v3jx4pw9exZ3d3ezT7ly5YD7T9yjoqK4evVqlvW6uLiQlJRkti8qKuqR8dSsWZOTJ09StmzZh9p2cHCgSJEi3L1711jsrmHDhsyYMYPffvuNH374gWXLlgHw7bffMnbsWIYPH/4Hrs7Dqlevzp49e56ojIeHBxEREWb7IiIiqFSpkpFkyZMnDy1atGDGjBmcOHGC8+fP8+WXX1KhQgXjN8mUmprKoUOHqFq1arZt2tjYcO/evRzjcnJyomzZstn2x8PDgwsXLpg9tY+JieH69es5ti0iIiIiIvJ3U1LgKRw8eJApU6Zw+PBhEhMTCQsL48qVK3h4eDB+/HimTp3KvHnzOH36NNHR0YSEhDB79mwAunXrhpubGx07diQiIoKzZ8+yceNG9u/fD9yfV3/48GFWr15NfHw848aN47vvvntkTG+++SZXr16lW7duHDp0iISEBD7//HN69+7NvXv3sLKyon379sabEObOncuxY8dwdHTEy8uL559/nr1799KnTx/mzp37yKH+T2rcuHGsW7eOcePGERsbS3R0dJajGh40YsQI9uzZw8SJEzl9+jShoaF88MEHBAQEAPDpp58yb948oqKi+P7771m9ejXp6elUrlwZBwcHBgwYwMiRI9m5cycxMTH069ePW7du0bdv32zbLFu2LOfOnSMqKoqff/6ZO3fuAODv78+YMWOM84KDg5k1axbz5s0jPj6eo0ePMn/+fABatGiBl5cX3bt35+jRo0RGRuLv70+TJk0emiIhIiIiIiKSmzR94Ck4Ozvz9ddfM2fOHFJSUihTpgyzZs0yFrTLly8f7733HiNHjsTBwQEvLy+GDRsG3H8SvWvXLkaMGEGbNm1IS0ujatWqLFiwAICWLVsSGBjIqFGjuH37Nn369MHf35/o6OgcYypevDgRERGMHj2aF154gTt37lCmTBlatWplzFEPCgqibt261KtXj9atWxMTE8NPP/1EwYIFSU9PZ+zYsRQpUuQvuWZ+fn7873//Y+LEiUybNg1nZ2ezNwVkpWbNmmzYsIGgoCAmTpxIsWLFmDBhAr169QKgQIEChIWFERwczO3bt6lYsSLr1q3D09MTuP+2hfT0dHr06MGvv/5K7dq1+fzzzylYsGC2bb700kuEhYXRtGlTrl+/TkhIiLGo4YNz/Xv27Mnt27d5//33CQgIoEiRIsbrEE0mE1u2bGHw4ME0btwYKysrWrVqZSQNRERERERE/ilMGdm9Q06eSbt27eKVV17hv//9L/369TNuoKOjo5k5cyYuLi7GqAb590lJSSF//vxQ4h2wsnt0AQuWkRiY2yGIiIiIiPxlMu8NkpOTcXZ2zvY8TR+wMC+88AJHjhzh119/pVGjRtjY2GBjY0Pr1q0pWbIkwcHBuR2iiIiIiIiI/E00UsCCpaenc+nSJaysrIxXCsq/m0YKPD6NFBARERGRZ9njjhTQmgIWzMrKimLFiuV2GCIiIiIiIpJLNH1ARERERERExEIpKSAiIiIiIiJioZQUEBEREREREbFQSgqIiIiIiIiIWCgtNCjyDEqOGZ3jCqMiIiIiIiKgkQIiIiIiIiIiFktJAREREZH/196dx1VV538cf19ANhFQFBATl0BARXMfRStHf+EyplmWxKSOTtOipeU+buOUufdIzS1NsBnNylEzM8xQMUlxSUiDcB+swaUUkBYV+P7+8MGZbopRA4He1/PxuI+HnPM993y+3E/pfd/vPQcAAAdFKAAAAAAAgIMiFAAAAAAAwEERCgAAAAAA4KAIBQAAAAAAcFDckhC4Dfk0nik5uVd0Gbc8kzWpoksAAAAAyhUrBQAAAAAAcFCEAgAAAAAAOChCAQAAAAAAHBShAAAAAAAADopQAAAAAAAAB0UoAAAAAACAgyIUAAAAAADAQREKAAAAAADgoAgFbmP169fXK6+8UtFllJv4+Hj5+vpaP//tb3/TXXfdVWH1AAAAAMCthlAAP+vee+/ViBEjStyfnp6up556ShEREfLz81NoaKgGDhyo3bt3/3ZFlpFTp07JZrMpNTW1oksBAAAAgHJHKIASXbly5WfHzJgxQ+3atVNRUZHmzJmjpKQkxcXFqWHDhrr//vs1fvz4mx5fWFiooqKisioZAAAAAPALEAqUs7Vr1yoyMlIeHh7y8/NT165d9e2330qSli9froiICLm7uys8PFyLFi2yO/bLL79UTEyMatSooapVq6p169ZKSUmRJB0/fly9e/dWQECAvLy81KZNG3300Uc3rSUnJ0d//vOfVatWLXl7e+v3v/+90tLSrP3Fy++XL1+uBg0ayN3dXYMGDVJSUpLmzZsnm80mm82mU6dOSZIWLlyo5cuX68CBA1q6dKl69uyppk2bqmPHjpoyZYrS09O1ZcsWzZ071zpH8ZL/jRs3qnHjxnJzc1NWVpYuX76sUaNGqU6dOqpataratWunHTt22NUfHx+v4OBgeXp66oEHHtA333xzw3n+4x//UP369eXj46P+/fvr0qVL1r6EhAR17NhRvr6+8vPz0x/+8AcdP37c2t+gQQNJUosWLWSz2XTvvfeW+Pv8/PPP9Yc//EHe3t6qVq2aOnXqZD1XUVGR/v73v+uOO+6Qm5ub7rrrLiUkJFjHFq9IePvtt9WpUyd5eHioTZs2OnLkiPbt26fWrVvLy8tL3bt31/nz52/6ugIAAADAr0UoUI6ys7MVExOjwYMHKyMjQzt27FDfvn1ljNGqVas0efJkTZs2TRkZGXrppZc0adIkrVy5UpKUn5+ve+65R1999ZU2btyotLQ0jRkzxvpUPT8/Xz169FBiYqIOHjyobt26qVevXsrKyiqxnn79+uncuXP64IMPdODAAbVs2VJdunTRhQsXrDHHjh3Tv/71L61bt06pqamaN2+e2rdvr8cff1zZ2dnKzs5W3bp19fXXX2vy5Mlav369GjVqpPXr16tp06YKCgrSxIkT9X//93/64osv9Oabb2ratGl2b8y/++47zZw5U8uXL9fnn38uf39/DRs2TLt379aaNWv02We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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_frequency_graph = nvd_frequency[nvd_frequency.CVEs > 100].head(20)\n", + "plt.figure(figsize=(10,10))\n", + "plt.barh(\"Assigner\", \"CVEs\", data = nvd_frequency_graph, color=\"#001d82\")\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"\") \n", + "plt.title(\"Top 20 CNAs Including Mitre\");\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "5dbbc915", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "## Top CVE Assigners" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:48.807191Z", + "iopub.status.busy": "2024-06-16T12:27:48.806847Z", + "iopub.status.idle": "2024-06-16T12:27:48.819485Z", + "shell.execute_reply": "2024-06-16T12:27:48.818985Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
AssignerCVEsPercentage
\n", + "\n", + "
\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_frequency, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:48.821611Z", + "iopub.status.busy": "2024-06-16T12:27:48.821314Z", + "iopub.status.idle": "2024-06-16T12:27:48.825177Z", + "shell.execute_reply": "2024-06-16T12:27:48.824659Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:27:48.822216**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVECNAMap.ipynb b/_sources/CVECNAMap.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..e845ebbfaff52164704c866155be2d3671125756 --- /dev/null +++ b/_sources/CVECNAMap.ipynb @@ -0,0 +1,7927 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# CNA MAP\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "execution": { + "iopub.execute_input": "2023-04-06T00:19:15.200839Z", + "iopub.status.busy": "2023-04-06T00:19:15.200264Z", + "iopub.status.idle": "2023-04-06T00:19:15.773602Z", + "shell.execute_reply": "2023-04-06T00:19:15.773034Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import folium\n", + "from folium.plugins import MarkerCluster\n", + "from geopy.geocoders import Nominatim\n", + "import json\n", + "import pandas as pd\n", + "import time" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "execution": { + "iopub.execute_input": "2023-04-06T00:19:15.776446Z", + "iopub.status.busy": "2023-04-06T00:19:15.776046Z", + "iopub.status.idle": "2023-04-06T00:21:37.439355Z", + "shell.execute_reply": "2023-04-06T00:21:37.438831Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "\n", + "with open('CNAsList.json') as f:\n", + " data = json.load(f)\n", + "\n", + "CNA = pd.json_normalize(data)\n", + "\n", + "geolocator = Nominatim(user_agent=\"CNALookup\")\n", + "latitude = []\n", + "long = []\n", + "for i in CNA[\"country\"]:\n", + " if i != None:\n", + " location = geolocator.geocode(i, timeout=None)\n", + " if location!=None:\n", + " latitude.append(location.latitude)#, location.longitude)\n", + " long.append(location.longitude)\n", + " else:\n", + " latitude.append(float(\"Nan\"))#, location.longitude)\n", + " long.append(float(\"Nan\"))\n", + " else:\n", + " latitude.append(float(\"Nan\"))#, location.longitude)\n", + " long.append(float(\"Nan\"))\n", + "\n", + "CNA[\"Latitude\"] = latitude\n", + "CNA[\"Longitude\"] = long" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "execution": { + "iopub.execute_input": "2023-04-06T00:21:37.442406Z", + "iopub.status.busy": "2023-04-06T00:21:37.441954Z", + "iopub.status.idle": "2023-04-06T00:21:37.449249Z", + "shell.execute_reply": "2023-04-06T00:21:37.448695Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "pattern = r'(https?:\\/\\/(?:www\\.)?[-a-zA-Z0-9@:%._+~#=]{1,256}\\.[a-zA-Z0-9()]{1,6}[-a-zA-Z0-9()@:%_+.~#?&/=]*)' \n", + "CNA['securityAdvisories.advisories'] = CNA['securityAdvisories.advisories'].astype(str)\n", + "CNA['URL'] = CNA['securityAdvisories.advisories'].str.extract(pattern, expand=False).str.strip()\n", + "CNA['URL'] = CNA['URL'].astype(str)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "execution": { + "iopub.execute_input": "2023-04-06T00:21:37.451423Z", + "iopub.status.busy": "2023-04-06T00:21:37.451126Z", + "iopub.status.idle": "2023-04-06T00:21:37.860482Z", + "shell.execute_reply": "2023-04-06T00:21:37.859982Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Make this Notebook Trusted to load map: File -> Trust Notebook
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "map = folium.Map(location=[10, 0], tiles='cartodb positron', zoom_start=2.25)\n", + "\n", + "mcluster = MarkerCluster().add_to(map)\n", + "\n", + "for index, row in CNA.iterrows():\n", + " folium.Marker(location=[row['Latitude'],row['Longitude']], popup=(\"\"+row.organizationName+\"\" +\"\\n\"+\"
\"+row.URL),icon=folium.Icon(color='lightgray', icon='bug', prefix='fa')).add_to(mcluster)\n", + "\n", + "map\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This map is built from the data on [this page](https://www.cve.org/PartnerInformation/ListofPartners). More infomration about CNA's can be found [here](https://www.cve.org/ProgramOrganization/CNAs). " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "execution": { + "iopub.execute_input": "2023-04-06T00:21:37.901871Z", + "iopub.status.busy": "2023-04-06T00:21:37.901231Z", + "iopub.status.idle": "2023-04-06T00:21:37.905415Z", + "shell.execute_reply": "2023-04-06T00:21:37.904926Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2023-04-06 00:21:37.902782**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/_sources/CVECPE.ipynb b/_sources/CVECPE.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..26add1f35e2b01bdd4d4c869600caadeb896ac99 --- /dev/null +++ b/_sources/CVECPE.ipynb @@ -0,0 +1,494 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b3e3ebf1-3bba-41b2-9b9f-70bb80a9ad50", + "metadata": { + "tags": [] + }, + "source": [ + "# CPE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "stuffed-appearance", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:28:38.807863Z", + "iopub.status.busy": "2024-06-16T12:28:38.807702Z", + "iopub.status.idle": "2024-06-16T12:28:39.340467Z", + "shell.execute_reply": "2024-06-16T12:28:39.339858Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import glob\n", + "import logging\n", + "import json\n", + "import os\n", + "import pandas as pd\n", + "import warnings\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "inner-count", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:28:39.342773Z", + "iopub.status.busy": "2024-06-16T12:28:39.342453Z", + "iopub.status.idle": "2024-06-16T12:29:14.436181Z", + "shell.execute_reply": "2024-06-16T12:29:14.435531Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "row_accumulator = []\n", + "\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for cves in nvd_data['CVE_Items']:\n", + " if cves['configurations']['nodes'] != []:\n", + " if \"children\" in cves['configurations']['nodes'][0]:\n", + " for j in range(len(cves['configurations']['nodes'][0]['children'])):\n", + " for cpe in cves['configurations']['nodes'][0]['children'][j]['cpe_match']:\n", + " if cpe['vulnerable'] == True:\n", + " cve = cves['cve']['CVE_data_meta']['ID']\n", + " cpe_string = cpe['cpe23Uri']\n", + " try:\n", + " end = cpe['versionEndExcluding']\n", + " except: \n", + " end = 'None'\n", + " try:\n", + " end2 = cpe['versionEndIncluding']\n", + " except: \n", + " end2 = 'None' \n", + " try:\n", + " start = cpe['versionStartExcluding']\n", + " except: \n", + " start = 'None'\n", + " try:\n", + " start2 = cpe['versionStartIncluding']\n", + " except: \n", + " start2 = 'None' \n", + " new_row = { \n", + " 'CVE': cve,\n", + " 'CPE' : cpe_string,\n", + " 'StartI' : start,\n", + " 'StartE' : start2,\n", + " 'EndI' : end,\n", + " 'EndE' : end2 \n", + " }\n", + " row_accumulator.append(new_row)\n", + " \n", + "\n", + "\n", + "nvd = pd.DataFrame(row_accumulator) " + ] + }, + { + "cell_type": "markdown", + "id": "833383cc-8ef0-4490-acdc-98671760b1a3", + "metadata": {}, + "source": [ + "## CVEs With Most CPE" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "temporal-disposal", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:29:14.438935Z", + "iopub.status.busy": "2024-06-16T12:29:14.438749Z", + "iopub.status.idle": "2024-06-16T12:29:14.464419Z", + "shell.execute_reply": "2024-06-16T12:29:14.463953Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
count
CVE
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\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cve = nvd['CVE'].value_counts().head(50)\n", + "show(nvd_cve, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "markdown", + "id": "69850125-3841-48cd-a36d-1cf998c68272", + "metadata": {}, + "source": [ + "## Most Common CPEs" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "celtic-employer", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:29:14.466632Z", + "iopub.status.busy": "2024-06-16T12:29:14.466305Z", + "iopub.status.idle": "2024-06-16T12:29:14.498131Z", + "shell.execute_reply": "2024-06-16T12:29:14.497691Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
count
CPE
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\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cpe = nvd['CPE'].value_counts().head(50)\n", + "show(nvd_cpe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.10.6 64-bit", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVECVSS.ipynb b/_sources/CVECVSS.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..a35c609f939af2d529937da34c2dfbb084d32538 --- /dev/null +++ b/_sources/CVECVSS.ipynb @@ -0,0 +1,2169 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "436c3735-6643-4c2e-8e7a-2c91eceb5321", + "metadata": {}, + "source": [ + "# CVSS Data\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a8face4a-ddee-4bd5-a84e-97f2bd508491", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:13.162915Z", + "iopub.status.busy": "2024-06-16T12:26:13.162744Z", + "iopub.status.idle": "2024-06-16T12:26:13.473213Z", + "shell.execute_reply": "2024-06-16T12:26:13.472599Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import logging\n", + "import json\n", + "import pandas as pd\n", + "import plotly\n", + "import plotly.graph_objects as go\n", + "import plotly.express as px\n", + "import numpy as np\n", + "import warnings\n", + "\n", + "\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "fb89c5a2-83da-459d-be6c-456a949cf3dd", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:13.476170Z", + "iopub.status.busy": "2024-06-16T12:26:13.475682Z", + "iopub.status.idle": "2024-06-16T12:26:58.930879Z", + "shell.execute_reply": "2024-06-16T12:26:58.930330Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2000-01-01') & (nvd['Published'] < '2024-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2000, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "markdown", + "id": "76ba3fec-e991-4f78-9e2d-15b80300aed8", + "metadata": {}, + "source": [ + "## CVSS Graph" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6eb47510-9e6a-42c4-bb57-34763a056c67", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:58.933413Z", + "iopub.status.busy": "2024-06-16T12:26:58.933129Z", + "iopub.status.idle": "2024-06-16T12:26:59.343667Z", + "shell.execute_reply": "2024-06-16T12:26:59.343116Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvd['BaseScore'].plot(kind=\"hist\", title='CVSS Breakdown', color=\"#001d82\", figsize=(16, 8)); " + ] + }, + { + "cell_type": "markdown", + "id": "31e34b59-d5ae-4bd5-b497-9e448cc1c7e1", + "metadata": {}, + "source": [ + "## CVSS Count" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c6d18498-a8bb-4a2c-86b3-88d7a0f1e35a", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:59.345887Z", + "iopub.status.busy": "2024-06-16T12:26:59.345655Z", + "iopub.status.idle": "2024-06-16T12:26:59.357149Z", + "shell.execute_reply": "2024-06-16T12:26:59.356610Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.999, 2.0] 18\n", + "(2.0, 3.0] 601\n", + "(3.0, 4.0] 2106\n", + "(4.0, 5.0] 10957\n", + "(8.0, 9.0] 20097\n", + "(9.0, 10.0] 22459\n", + "(5.0, 6.0] 24619\n", + "(6.0, 7.0] 25927\n", + "(7.0, 8.0] 40860\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nvd['BaseScore'].value_counts(bins = [1,2,3,4,5,6,7,8,9,10]).sort_values()" + ] + }, + { + "cell_type": "markdown", + "id": "5cc77647-3836-4b8f-9925-0619c323097d", + "metadata": {}, + "source": [ + "## Vector Count" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "2df22bea-1428-47c6-b9aa-d9f9370490e9", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:59.359311Z", + "iopub.status.busy": "2024-06-16T12:26:59.359134Z", + "iopub.status.idle": "2024-06-16T12:26:59.393960Z", + "shell.execute_reply": "2024-06-16T12:26:59.393517Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "AttackVector\n", + "NETWORK 108078\n", + "Missing_Data 85350\n", + "LOCAL 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2023Missing_Data2125
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2023PHYSICAL217
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2021LOCAL5248
2021Missing_Data1908
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2021PHYSICAL194
2020NETWORK12867
2020LOCAL4457
2020Missing_Data900
2020ADJACENT_NETWORK706
2020PHYSICAL292
2019NETWORK13325
2019LOCAL3462
2019Missing_Data1637
2019ADJACENT_NETWORK318
2019PHYSICAL196
2018NETWORK12936
2018LOCAL3144
2018Missing_Data1647
2018ADJACENT_NETWORK270
2018PHYSICAL157
2017NETWORK10097
2017LOCAL4196
2017Missing_Data3472
2017ADJACENT_NETWORK207
2017PHYSICAL141
2016NETWORK4390
2016LOCAL1729
2016Missing_Data286
2016ADJACENT_NETWORK59
2016PHYSICAL53
2015Missing_Data6421
2015NETWORK149
2015LOCAL18
2015ADJACENT_NETWORK7
2014Missing_Data7942
2014NETWORK41
2014LOCAL22
2014PHYSICAL2
2014ADJACENT_NETWORK1
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2013NETWORK19
2013LOCAL5
2013ADJACENT_NETWORK1
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2012NETWORK39
2012LOCAL22
2012ADJACENT_NETWORK2
2011Missing_Data4145
2011NETWORK20
2011LOCAL5
2011PHYSICAL1
2011ADJACENT_NETWORK1
2010Missing_Data4589
2010NETWORK60
2010LOCAL18
2009Missing_Data5710
2009NETWORK38
2009LOCAL30
2008Missing_Data5609
2008NETWORK44
2008LOCAL11
2007Missing_Data6570
2007NETWORK16
2007LOCAL8
2007PHYSICAL1
2007ADJACENT_NETWORK1
2006Missing_Data6643
2006NETWORK12
2006LOCAL4
2005Missing_Data4957
2005NETWORK35
2005LOCAL18
2004Missing_Data2439
2004NETWORK28
2004LOCAL12
2003Missing_Data1532
2003NETWORK13
2003LOCAL3
2002Missing_Data2118
2002NETWORK33
2002LOCAL19
2001Missing_Data1644
2001NETWORK24
2001LOCAL11
2000Missing_Data1010
2000NETWORK7
2000LOCAL3
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "fig = px.line(av_df, x=\"Year\", y=\"AttackVectorCount\", color='AttackVector' , markers=True)\n", + "fig.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVECWE.ipynb b/_sources/CVECWE.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..8e9d5fca9d6b00fe710d59474bfa6a440afc88aa --- /dev/null +++ b/_sources/CVECWE.ipynb @@ -0,0 +1,482 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": {}, + "source": [ + "# CWE Data\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91b44dc2", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:51.302947Z", + "iopub.status.busy": "2024-06-16T12:27:51.302779Z", + "iopub.status.idle": "2024-06-16T12:27:51.839829Z", + "shell.execute_reply": "2024-06-16T12:27:51.839331Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import calplot\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "\n", + "opt.dom = \"tpir\" \n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:27:51.842041Z", + "iopub.status.busy": "2024-06-16T12:27:51.841803Z", + "iopub.status.idle": "2024-06-16T12:28:36.145770Z", + "shell.execute_reply": "2024-06-16T12:28:36.145212Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "thisyear = ((nvd['Published'] > '2000-01-01') & (nvd['Published'] < '2024-01-01'))\n", + "nvd = nvd.loc[thisyear]\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2000, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "markdown", + "id": "aa3ea191", + "metadata": { + "tags": [ + "hide-input" + ] + }, + "source": [ + "\n", + "\n", + "## CWE Data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6815f0a1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:28:36.148422Z", + "iopub.status.busy": "2024-06-16T12:28:36.148049Z", + "iopub.status.idle": "2024-06-16T12:28:36.415086Z", + "shell.execute_reply": "2024-06-16T12:28:36.414571Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nvd_cwe = nvd['CWE'].value_counts()\n", + "nvd_cwe = nvd_cwe.reset_index()\n", + "nvd_cwe.columns = ['CWE', 'CVEs']\n", + "nvd_cwe_graph = nvd_cwe[nvd_cwe.CVEs > 100].head(25)\n", + "plt.figure(figsize=(10,10));\n", + "plt.barh(\"CWE\", \"CVEs\", data = nvd_cwe_graph, color=\"#001d82\");\n", + "plt.xlabel(\"CVEs\"); \n", + "plt.ylabel(\"CWE\") ;\n", + "plt.title(\"Most Common CWE in CVE Records\");\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "04a26e54", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:28:36.417469Z", + "iopub.status.busy": "2024-06-16T12:28:36.417135Z", + "iopub.status.idle": "2024-06-16T12:28:36.424268Z", + "shell.execute_reply": "2024-06-16T12:28:36.423725Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
CWECVEs
\n", + "\n", + "
\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(nvd_cwe, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:28:36.426466Z", + "iopub.status.busy": "2024-06-16T12:28:36.426150Z", + "iopub.status.idle": "2024-06-16T12:28:36.430205Z", + "shell.execute_reply": "2024-06-16T12:28:36.429762Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:28:36.427054**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVECalendar.ipynb b/_sources/CVECalendar.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..f914da8983121358c363299b2c369a7bb54303a4 --- /dev/null +++ b/_sources/CVECalendar.ipynb @@ -0,0 +1,311 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "serious-pressing", + "metadata": { + "tags": [] + }, + "source": [ + "# Daily Calendar View\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "diverse-prison", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:19.225621Z", + "iopub.status.busy": "2024-06-16T12:24:19.225157Z", + "iopub.status.idle": "2024-06-16T12:24:19.691941Z", + "shell.execute_reply": "2024-06-16T12:24:19.691392Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import calplot\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import warnings\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "organized-ambassador", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:24:19.694599Z", + "iopub.status.busy": "2024-06-16T12:24:19.694151Z", + "iopub.status.idle": "2024-06-16T12:25:04.899142Z", + "shell.execute_reply": "2024-06-16T12:25:04.898597Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + " \n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvdunique = nvd['Published'].nunique()\n", + "startdate = date(2000, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fdaba3b0", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:25:04.901705Z", + "iopub.status.busy": "2024-06-16T12:25:04.901346Z", + "iopub.status.idle": "2024-06-16T12:25:20.355557Z", + "shell.execute_reply": "2024-06-16T12:25:20.355002Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dfs = nvd['Published'].apply(lambda x: pd.to_datetime(x, errors='coerce', format='%Y/%m/%d'))\n", + "df = dfs.value_counts()\n", + "df = df.to_frame()\n", + "df.index = df.index.strftime('%m/%d/%Y')\n", + "df.index = pd.to_datetime(df.index, format='%m/%d/%Y')\n", + "calplot.calplot(df.T.squeeze(), cmap='jet', vmin=5, vmax=300, colorbar=False, dropzero=True, edgecolor=\"Grey\", textcolor=\"White\", textformat='{:.0f}', textfiller='', yearascending=False, figsize=(25,90));" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "332b1486", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:25:20.365094Z", + "iopub.status.busy": "2024-06-16T12:25:20.364764Z", + "iopub.status.idle": "2024-06-16T12:25:20.404366Z", + "shell.execute_reply": "2024-06-16T12:25:20.403889Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "Total Number of CVEs: **254223**
Average CVEs Per Day: **28.46**
Average CVSS Score: **7.18**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"Total Number of CVEs: **{nvd['CVE'].count()}**
Average CVEs Per Day: **{per_day.round(2)}**
Average CVSS Score: **{nvd['BaseScore'].mean().round(2)}**\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "20ee3a71", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:25:20.406437Z", + "iopub.status.busy": "2024-06-16T12:25:20.406101Z", + "iopub.status.idle": "2024-06-16T12:25:20.409862Z", + "shell.execute_reply": "2024-06-16T12:25:20.409426Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "This report is updated automatically every day, last generated on: **2024-06-16 12:25:20.407071**" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Markdown(f\"This report is updated automatically every day, last generated on: **{datetime.datetime.now()}**\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/CVEGrowth.ipynb b/_sources/CVEGrowth.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..32430ba63872e9e46f7d3dc643abc815fce7d317 --- /dev/null +++ b/_sources/CVEGrowth.ipynb @@ -0,0 +1,492 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "worth-sapphire", + "metadata": {}, + "source": [ + "# CVE Growth" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "postal-angle", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:25:23.605463Z", + "iopub.status.busy": "2024-06-16T12:25:23.605295Z", + "iopub.status.idle": "2024-06-16T12:25:24.231325Z", + "shell.execute_reply": "2024-06-16T12:25:24.230851Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.magic import register_cell_magic\n", + "from IPython.display import Markdown\n", + "import datetime\n", + "from datetime import date\n", + "import glob\n", + "import json\n", + "import logging\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly\n", + "import warnings\n", + "import seaborn as sns\n", + "from itables import init_notebook_mode, show\n", + "import itables.options as opt\n", + "\n", + "opt.dom = \"tpir\"\n", + "opt.style = \"table-layout:auto;width:auto\"\n", + "init_notebook_mode(all_interactive=True, connected=True)\n", + "\n", + "@register_cell_magic\n", + "def markdown(line, cell):\n", + " return Markdown(cell.format(**globals()))\n", + "\n", + "\n", + "logging.getLogger('matplotlib.font_manager').disabled = True\n", + "warnings.filterwarnings(\"ignore\")\n", + "pd.set_option('display.width', 500)\n", + "pd.set_option('display.max_rows', 50)\n", + "pd.set_option('display.max_columns', 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "sophisticated-interstate", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:25:24.233552Z", + "iopub.status.busy": "2024-06-16T12:25:24.233329Z", + "iopub.status.idle": "2024-06-16T12:26:10.097654Z", + "shell.execute_reply": "2024-06-16T12:26:10.097116Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "row_accumulator = []\n", + "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + " with open(filename, 'r', encoding='utf-8') as f:\n", + " nvd_data = json.load(f)\n", + " for entry in nvd_data['CVE_Items']:\n", + " cve = entry['cve']['CVE_data_meta']['ID']\n", + " try:\n", + " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " except KeyError:\n", + " assigner = 'Missing_Data'\n", + " try:\n", + " published_date = entry['publishedDate']\n", + " except KeyError:\n", + " published_date = 'Missing_Data'\n", + " try:\n", + " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " except KeyError:\n", + " attack_vector = 'Missing_Data'\n", + " try:\n", + " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " except KeyError:\n", + " attack_complexity = 'Missing_Data'\n", + " try:\n", + " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " except KeyError:\n", + " privileges_required = 'Missing_Data'\n", + " try:\n", + " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " except KeyError:\n", + " user_interaction = 'Missing_Data'\n", + " try:\n", + " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " except KeyError:\n", + " scope = 'Missing_Data'\n", + " try:\n", + " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " except KeyError:\n", + " confidentiality_impact = 'Missing_Data'\n", + " try:\n", + " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " except KeyError:\n", + " integrity_impact = 'Missing_Data'\n", + " try:\n", + " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " except KeyError:\n", + " availability_impact = 'Missing_Data'\n", + " try:\n", + " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " except KeyError:\n", + " base_score = '0.0'\n", + " try:\n", + " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " except KeyError:\n", + " base_severity = 'Missing_Data'\n", + " try:\n", + " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " except KeyError:\n", + " exploitability_score = 'Missing_Data'\n", + " try:\n", + " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " except KeyError:\n", + " impact_score = 'Missing_Data'\n", + " try:\n", + " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", + " except IndexError:\n", + " cwe = 'Missing_Data'\n", + " try:\n", + " description = entry['cve']['description']['description_data'][0]['value']\n", + " except IndexError:\n", + " description = ''\n", + " new_row = { \n", + " 'CVE': cve, \n", + " 'Published': published_date,\n", + " 'AttackVector': attack_vector,\n", + " 'AttackComplexity': attack_complexity,\n", + " 'PrivilegesRequired': privileges_required,\n", + " 'UserInteraction': user_interaction,\n", + " 'Scope': scope,\n", + " 'ConfidentialityImpact': confidentiality_impact,\n", + " 'IntegrityImpact': integrity_impact,\n", + " 'AvailabilityImpact': availability_impact,\n", + " 'BaseScore': base_score,\n", + " 'BaseSeverity': base_severity,\n", + " 'ExploitabilityScore': exploitability_score,\n", + " 'ImpactScore': impact_score,\n", + " 'CWE': cwe,\n", + " 'Description': description,\n", + " 'Assigner' : assigner\n", + " }\n", + " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " row_accumulator.append(new_row)\n", + " nvd = pd.DataFrame(row_accumulator)\n", + "\n", + "\n", + "\n", + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "nvd = nvd.sort_values(by=['Published'])\n", + "nvd = nvd.reset_index(drop=True)\n", + "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvdcount = nvd['Published'].count()\n", + "nvd['Published'] = pd.to_datetime(nvd['Published']).apply(lambda x: x.date())\n", + "nvdcount = nvd['Published'].count()\n", + "startdate = date(2000, 1, 1)\n", + "enddate = date.today()\n", + "numberofdays = enddate - startdate \n", + "per_day = nvdcount/numberofdays.days\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6ceed616", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:10.100063Z", + "iopub.status.busy": "2024-06-16T12:26:10.099877Z", + "iopub.status.idle": "2024-06-16T12:26:10.161978Z", + "shell.execute_reply": "2024-06-16T12:26:10.161398Z" + }, + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", + "Month_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"M\")).agg('count')\n", + "Year_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"Y\")).agg('count')\n", + "Week_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"W\")).agg('count')\n", + "Day_Graph = nvd['Published'].groupby(nvd.Published.dt.to_period(\"D\")).agg('count')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d46acbd3-cd6e-4079-8a6a-3dacd4b08cfb", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:10.164525Z", + "iopub.status.busy": "2024-06-16T12:26:10.164090Z", + "iopub.status.idle": "2024-06-16T12:26:10.176175Z", + "shell.execute_reply": "2024-06-16T12:26:10.175736Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
PublishedCVEsPercentage Of CVEsGrowth YOY
\n", + "\n", + "
\n", + "Loading ITables v2.1.1 from the internet...\n", + "(need help?)
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "yg_df = pd.DataFrame(Year_Graph)\n", + "yg_df.columns = ['Count']\n", + "yg_df = yg_df.reset_index()\n", + "yg_df['Percentage Of CVEs'] = ( yg_df['Count'] / \n", + " yg_df['Count'].sum()) * 100\n", + "yg_df['Growth YOY'] = yg_df['Count'].pct_change()*100\n", + "yg_df = yg_df.round(2)\n", + "yg_df = yg_df.rename(columns={\"Count\": \"CVEs\"})\n", + "show(yg_df, scrollY=\"400px\", scrollCollapse=True, paging=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6d1b132c-4d52-40ad-9683-fc5e11caa8c1", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:10.178280Z", + "iopub.status.busy": "2024-06-16T12:26:10.177957Z", + "iopub.status.idle": "2024-06-16T12:26:10.485347Z", + "shell.execute_reply": "2024-06-16T12:26:10.484787Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = yg_df.plot.bar(x='Published', y='Percentage Of CVEs', colormap='jet', figsize=(16, 8), title='Percentage of CVEs Published')\n", + "cg.set_ylabel(\"Percentage\");\n", + "cg.set_xlabel(\"Year\");" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "dc6c6302-aaac-48ed-9d78-6862b42b8073", + "metadata": { + "execution": { + "iopub.execute_input": "2024-06-16T12:26:10.487548Z", + "iopub.status.busy": "2024-06-16T12:26:10.487217Z", + "iopub.status.idle": "2024-06-16T12:26:10.753041Z", + "shell.execute_reply": "2024-06-16T12:26:10.752569Z" + }, + "tags": [ + "remove-input" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cg = yg_df.plot.bar(x='Published', y='Growth YOY', colormap='jet', figsize=(16, 8), title='Growth Year Over Year')\n", + "cg.set_ylabel(\"Percentage\");\n", + "cg.set_xlabel(\"Year\");" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "vscode": { + "interpreter": { + "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/_sources/README.md b/_sources/README.md new file mode 100644 index 0000000000000000000000000000000000000000..6e2ec316501cc439e03e58f72c81d8693ee2f7d4 --- /dev/null +++ b/_sources/README.md @@ -0,0 +1,8 @@ +# CVE-ICU +# About + +CVE-ICU is a research project by [KhulnaSoft Lab](https://www.khulnasoft.com) that automatically pulls all CVE data from the [NVD](https://nvd.mitre.org) and performs fundamental data analysis and graphing. + +The source code for this project is in this [GitHub repository](https://github.com/khulnasoft-lab/cve-icu), and these pages are automatically updated daily by GitHub Actions. + +Questions? Reach out to [@khulnasoft](https://twitter.com/khulnasoft). diff --git a/_sources/intro.md b/_sources/intro.md new file mode 100644 index 0000000000000000000000000000000000000000..6e2ec316501cc439e03e58f72c81d8693ee2f7d4 --- /dev/null +++ b/_sources/intro.md @@ -0,0 +1,8 @@ +# CVE-ICU +# About + +CVE-ICU is a research project by [KhulnaSoft Lab](https://www.khulnasoft.com) that automatically pulls all CVE data from the [NVD](https://nvd.mitre.org) and performs fundamental data analysis and graphing. + +The source code for this project is in this [GitHub repository](https://github.com/khulnasoft-lab/cve-icu), and these pages are automatically updated daily by GitHub Actions. + +Questions? Reach out to [@khulnasoft](https://twitter.com/khulnasoft). diff --git a/_sphinx_design_static/design-tabs.js b/_sphinx_design_static/design-tabs.js new file mode 100644 index 0000000000000000000000000000000000000000..b25bd6a4fa14a4831f7b77f8fe8e4e863b8523cf --- /dev/null +++ b/_sphinx_design_static/design-tabs.js @@ -0,0 +1,101 @@ +// @ts-check + +// Extra JS capability for selected tabs to be synced +// The selection is stored in local storage so that it persists across page loads. + +/** + * @type {Record} + */ +let sd_id_to_elements = {}; +const storageKeyPrefix = "sphinx-design-tab-id-"; + +/** + * Create a key for a tab element. + * @param {HTMLElement} el - The tab element. + * @returns {[string, string, string] | null} - The key. + * + */ +function create_key(el) { + let syncId = el.getAttribute("data-sync-id"); + let syncGroup = el.getAttribute("data-sync-group"); + if (!syncId || !syncGroup) return null; + return [syncGroup, syncId, syncGroup + "--" + syncId]; +} + +/** + * 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-0,0 +1,925 @@ +/* + * basic.css + * ~~~~~~~~~ + * + * Sphinx stylesheet -- basic theme. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +/* -- main layout ----------------------------------------------------------- */ + +div.clearer { + clear: both; +} + +div.section::after { + display: block; + content: ''; + clear: left; +} + +/* -- relbar ---------------------------------------------------------------- */ + +div.related { + width: 100%; + font-size: 90%; +} + +div.related h3 { + display: none; +} + +div.related ul { + margin: 0; + padding: 0 0 0 10px; + list-style: none; +} + +div.related li { + display: inline; +} + +div.related li.right { + float: right; + margin-right: 5px; +} + +/* -- sidebar --------------------------------------------------------------- */ + +div.sphinxsidebarwrapper { + padding: 10px 5px 0 10px; +} + +div.sphinxsidebar { + float: left; + width: 270px; + margin-left: -100%; + font-size: 90%; + word-wrap: break-word; + overflow-wrap : break-word; +} + +div.sphinxsidebar ul { + list-style: none; +} + +div.sphinxsidebar ul ul, +div.sphinxsidebar ul.want-points { + margin-left: 20px; + list-style: square; +} + +div.sphinxsidebar ul ul { + margin-top: 0; + margin-bottom: 0; +} + +div.sphinxsidebar form { + margin-top: 10px; +} + +div.sphinxsidebar input { + border: 1px solid #98dbcc; + font-family: sans-serif; + font-size: 1em; +} + +div.sphinxsidebar #searchbox form.search { + overflow: hidden; +} + +div.sphinxsidebar #searchbox input[type="text"] { + float: left; + width: 80%; + padding: 0.25em; + box-sizing: border-box; +} + +div.sphinxsidebar #searchbox input[type="submit"] { + float: left; + width: 20%; + border-left: none; + padding: 0.25em; + box-sizing: border-box; +} + + +img { + border: 0; + max-width: 100%; +} + +/* -- search page ----------------------------------------------------------- */ + +ul.search { + margin: 10px 0 0 20px; + padding: 0; +} + +ul.search li { + padding: 5px 0 5px 20px; + background-image: url(file.png); + background-repeat: no-repeat; + background-position: 0 7px; +} + +ul.search li a { + font-weight: bold; +} + +ul.search li p.context { + color: #888; + margin: 2px 0 0 30px; + text-align: left; +} + +ul.keywordmatches li.goodmatch a { + font-weight: bold; +} + +/* -- index page ------------------------------------------------------------ */ + +table.contentstable { + width: 90%; + margin-left: auto; + margin-right: auto; +} + +table.contentstable p.biglink { + line-height: 150%; +} + +a.biglink { + font-size: 1.3em; +} + +span.linkdescr { + font-style: italic; + padding-top: 5px; + font-size: 90%; +} + +/* -- general index --------------------------------------------------------- */ + +table.indextable { + width: 100%; +} + +table.indextable td { + text-align: left; + vertical-align: top; +} + +table.indextable ul { + margin-top: 0; + margin-bottom: 0; + list-style-type: none; +} + +table.indextable > tbody > tr > td > ul { + padding-left: 0em; +} + +table.indextable tr.pcap { + height: 10px; +} + +table.indextable tr.cap { + margin-top: 10px; + background-color: #f2f2f2; +} + +img.toggler { + margin-right: 3px; + margin-top: 3px; + cursor: pointer; +} + +div.modindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +div.genindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +/* -- domain module index --------------------------------------------------- */ + +table.modindextable td { + padding: 2px; + border-collapse: collapse; +} + +/* -- general body styles --------------------------------------------------- */ + +div.body { + min-width: 360px; + max-width: 800px; +} + +div.body p, div.body dd, div.body li, div.body blockquote { + -moz-hyphens: auto; + -ms-hyphens: auto; + -webkit-hyphens: auto; + hyphens: auto; +} + +a.headerlink { + visibility: hidden; +} + +a:visited { + color: #551A8B; +} + +h1:hover > a.headerlink, +h2:hover > a.headerlink, +h3:hover > a.headerlink, +h4:hover > a.headerlink, +h5:hover > a.headerlink, +h6:hover > a.headerlink, +dt:hover > a.headerlink, +caption:hover > a.headerlink, +p.caption:hover > a.headerlink, +div.code-block-caption:hover > a.headerlink { + visibility: visible; +} + +div.body p.caption { + text-align: inherit; +} + +div.body td { + text-align: left; +} + +.first { + margin-top: 0 !important; +} + +p.rubric { + margin-top: 30px; + font-weight: bold; +} + +img.align-left, figure.align-left, .figure.align-left, object.align-left { + clear: left; + float: left; + margin-right: 1em; +} + +img.align-right, figure.align-right, .figure.align-right, object.align-right { + clear: right; + float: right; + margin-left: 1em; +} + +img.align-center, figure.align-center, .figure.align-center, object.align-center { + display: block; + margin-left: auto; + margin-right: auto; +} + +img.align-default, figure.align-default, .figure.align-default { + display: block; + margin-left: auto; + margin-right: auto; +} + +.align-left { + text-align: left; +} + +.align-center { + text-align: center; +} + +.align-default { + text-align: center; +} + +.align-right { + text-align: right; +} + +/* -- sidebars -------------------------------------------------------------- */ + +div.sidebar, +aside.sidebar { + margin: 0 0 0.5em 1em; + border: 1px solid #ddb; + padding: 7px; + background-color: #ffe; + width: 40%; + float: right; + clear: right; + overflow-x: auto; +} + +p.sidebar-title { + font-weight: bold; +} + +nav.contents, +aside.topic, +div.admonition, div.topic, blockquote { + clear: left; +} + +/* -- topics ---------------------------------------------------------------- */ + +nav.contents, +aside.topic, +div.topic { + border: 1px solid #ccc; + padding: 7px; + margin: 10px 0 10px 0; +} + +p.topic-title { + font-size: 1.1em; + font-weight: bold; + margin-top: 10px; +} + +/* -- admonitions ----------------------------------------------------------- */ + +div.admonition { + margin-top: 10px; + margin-bottom: 10px; + padding: 7px; +} + +div.admonition dt { + font-weight: bold; +} + +p.admonition-title { + margin: 0px 10px 5px 0px; + font-weight: bold; +} + +div.body p.centered { + text-align: center; + margin-top: 25px; +} + +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +aside.sidebar > :last-child, +nav.contents > :last-child, +aside.topic > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +aside.sidebar::after, +nav.contents::after, +aside.topic::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + +/* -- tables ---------------------------------------------------------------- */ + +table.docutils { + margin-top: 10px; + margin-bottom: 10px; + border: 0; + border-collapse: collapse; +} + +table.align-center { + margin-left: auto; + margin-right: auto; +} + +table.align-default { + margin-left: auto; + margin-right: auto; +} + +table caption span.caption-number { + font-style: italic; +} + +table caption span.caption-text { +} + +table.docutils td, table.docutils th { + padding: 1px 8px 1px 5px; + border-top: 0; + border-left: 0; + border-right: 0; + border-bottom: 1px solid #aaa; +} + +th { + text-align: left; + padding-right: 5px; +} + +table.citation { + border-left: solid 1px gray; + margin-left: 1px; +} + +table.citation td { + border-bottom: none; +} + +th > :first-child, +td > :first-child { + margin-top: 0px; +} + +th > :last-child, +td > :last-child { + margin-bottom: 0px; +} + +/* -- figures --------------------------------------------------------------- */ + +div.figure, figure { + margin: 0.5em; + padding: 0.5em; +} + +div.figure p.caption, figcaption { + padding: 0.3em; +} + +div.figure p.caption span.caption-number, +figcaption span.caption-number { + font-style: italic; +} + +div.figure p.caption span.caption-text, +figcaption span.caption-text { +} + +/* -- field list styles ----------------------------------------------------- */ + +table.field-list td, table.field-list th { + border: 0 !important; +} + +.field-list ul { + margin: 0; + padding-left: 1em; +} + +.field-list p { + margin: 0; +} + +.field-name { + -moz-hyphens: manual; + -ms-hyphens: manual; + -webkit-hyphens: manual; + hyphens: manual; +} + +/* -- hlist styles ---------------------------------------------------------- */ + +table.hlist { + margin: 1em 0; +} + +table.hlist td { + vertical-align: top; +} + +/* -- object description styles --------------------------------------------- */ + +.sig { + font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace; +} + +.sig-name, code.descname { + background-color: transparent; + font-weight: bold; +} + +.sig-name { + font-size: 1.1em; +} + +code.descname { + font-size: 1.2em; +} + +.sig-prename, code.descclassname { + background-color: transparent; +} + +.optional { + font-size: 1.3em; +} + +.sig-paren { + font-size: larger; +} + +.sig-param.n { + font-style: italic; +} + +/* C++ specific styling */ + +.sig-inline.c-texpr, +.sig-inline.cpp-texpr { + font-family: unset; +} + +.sig.c .k, .sig.c .kt, +.sig.cpp .k, .sig.cpp .kt { + color: #0033B3; +} + +.sig.c .m, +.sig.cpp .m { + color: #1750EB; +} + +.sig.c .s, .sig.c .sc, +.sig.cpp .s, .sig.cpp .sc { + color: #067D17; +} + + +/* -- other body styles ----------------------------------------------------- */ + +ol.arabic { + list-style: decimal; +} + +ol.loweralpha { + list-style: lower-alpha; +} + +ol.upperalpha { + list-style: upper-alpha; +} + +ol.lowerroman { + list-style: lower-roman; +} + +ol.upperroman { + list-style: upper-roman; +} + +:not(li) > ol > li:first-child > :first-child, +:not(li) > ul > li:first-child > :first-child { + margin-top: 0px; +} + +:not(li) > ol > li:last-child > :last-child, +:not(li) > ul > li:last-child > :last-child { + margin-bottom: 0px; +} + +ol.simple ol p, +ol.simple ul p, +ul.simple ol p, +ul.simple ul p { + margin-top: 0; +} + +ol.simple > li:not(:first-child) > p, +ul.simple > li:not(:first-child) > p { + margin-top: 0; +} + +ol.simple p, +ul.simple p { + margin-bottom: 0; +} + +aside.footnote > span, +div.citation > span { + float: left; +} +aside.footnote > span:last-of-type, +div.citation > span:last-of-type { + padding-right: 0.5em; +} +aside.footnote > p { + margin-left: 2em; +} +div.citation > p { + margin-left: 4em; +} +aside.footnote > p:last-of-type, +div.citation > p:last-of-type { + margin-bottom: 0em; +} +aside.footnote > p:last-of-type:after, +div.citation > p:last-of-type:after { + content: ""; + clear: both; +} + +dl.field-list { + display: grid; + grid-template-columns: fit-content(30%) auto; +} + +dl.field-list > dt { + font-weight: bold; + word-break: break-word; + padding-left: 0.5em; + padding-right: 5px; +} + +dl.field-list > dd { + padding-left: 0.5em; + margin-top: 0em; + margin-left: 0em; + margin-bottom: 0em; +} + +dl { + margin-bottom: 15px; +} + +dd > :first-child { + margin-top: 0px; +} + +dd ul, dd table { + margin-bottom: 10px; +} + +dd { + margin-top: 3px; + margin-bottom: 10px; + margin-left: 30px; +} + +.sig dd { + margin-top: 0px; + margin-bottom: 0px; +} + +.sig dl { + margin-top: 0px; + margin-bottom: 0px; +} + +dl > dd:last-child, +dl > dd:last-child > :last-child { + margin-bottom: 0; +} + +dt:target, span.highlighted { + background-color: #fbe54e; +} + +rect.highlighted { + fill: #fbe54e; +} + +dl.glossary dt { + font-weight: bold; + font-size: 1.1em; +} + +.versionmodified { + font-style: italic; +} + +.system-message { + background-color: #fda; + padding: 5px; + border: 3px solid red; +} + +.footnote:target { + background-color: #ffa; +} + +.line-block { + display: block; + margin-top: 1em; + margin-bottom: 1em; +} + +.line-block .line-block { + margin-top: 0; + margin-bottom: 0; + margin-left: 1.5em; +} + +.guilabel, .menuselection { + font-family: sans-serif; +} + +.accelerator { + text-decoration: underline; +} + +.classifier { + font-style: oblique; +} + +.classifier:before { + font-style: normal; + margin: 0 0.5em; + content: ":"; + display: inline-block; +} + +abbr, acronym { + border-bottom: dotted 1px; + cursor: help; +} + +.translated { + background-color: rgba(207, 255, 207, 0.2) +} + +.untranslated { + background-color: rgba(255, 207, 207, 0.2) +} + +/* -- code displays --------------------------------------------------------- */ + +pre { + overflow: auto; + overflow-y: hidden; /* fixes display issues on Chrome browsers */ +} + +pre, div[class*="highlight-"] { + clear: both; +} + +span.pre { + -moz-hyphens: none; + -ms-hyphens: none; + -webkit-hyphens: none; + hyphens: none; + white-space: nowrap; +} + +div[class*="highlight-"] { + margin: 1em 0; +} + +td.linenos pre { + border: 0; + background-color: transparent; + color: #aaa; +} + +table.highlighttable { + display: block; +} + +table.highlighttable tbody { + display: block; +} + +table.highlighttable tr { + display: flex; +} + +table.highlighttable td { + margin: 0; + padding: 0; +} + +table.highlighttable td.linenos { + padding-right: 0.5em; +} + +table.highlighttable td.code { + flex: 1; + overflow: hidden; +} + +.highlight .hll { + display: block; +} + +div.highlight pre, +table.highlighttable pre { + margin: 0; +} + +div.code-block-caption + div { + margin-top: 0; +} + +div.code-block-caption { + margin-top: 1em; + padding: 2px 5px; + font-size: small; +} + +div.code-block-caption code { + background-color: transparent; +} + +table.highlighttable td.linenos, +span.linenos, +div.highlight span.gp { /* gp: Generic.Prompt */ + user-select: none; + -webkit-user-select: text; /* Safari fallback only */ + -webkit-user-select: none; /* Chrome/Safari */ + -moz-user-select: none; /* Firefox */ + -ms-user-select: none; /* IE10+ */ +} + +div.code-block-caption span.caption-number { + padding: 0.1em 0.3em; + font-style: italic; +} + +div.code-block-caption span.caption-text { +} + +div.literal-block-wrapper { + margin: 1em 0; +} + +code.xref, a code { + background-color: transparent; + font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} \ No newline at end of file diff --git a/_static/check-solid.svg b/_static/check-solid.svg new file mode 100644 index 0000000000000000000000000000000000000000..92fad4b5c0b766702548d26ab2be2832e19ad4da --- /dev/null +++ b/_static/check-solid.svg @@ -0,0 +1,4 @@ + + + + diff --git a/_static/clipboard.min.js b/_static/clipboard.min.js new file mode 100644 index 0000000000000000000000000000000000000000..54b3c4638111e1d6433fa1a88b87180667db9cf0 --- /dev/null +++ b/_static/clipboard.min.js @@ -0,0 +1,7 @@ +/*! + * clipboard.js v2.0.8 + * https://clipboardjs.com/ + * + * Licensed MIT © Zeno Rocha + */ +!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1 + + + + diff --git a/_static/copybutton.css b/_static/copybutton.css new file mode 100644 index 0000000000000000000000000000000000000000..f1916ec7d1bb993b7909cd57cef0446d922982ff --- /dev/null +++ b/_static/copybutton.css @@ -0,0 +1,94 @@ +/* Copy buttons */ +button.copybtn { + position: absolute; + display: flex; + top: .3em; + right: .3em; + width: 1.7em; + height: 1.7em; + opacity: 0; + transition: opacity 0.3s, border .3s, background-color .3s; + user-select: none; + padding: 0; + border: none; + outline: none; + border-radius: 0.4em; + /* The colors that GitHub uses */ + border: #1b1f2426 1px solid; + background-color: #f6f8fa; + color: #57606a; +} + +button.copybtn.success { + border-color: #22863a; + color: #22863a; +} + +button.copybtn svg { + stroke: currentColor; + width: 1.5em; + height: 1.5em; + padding: 0.1em; +} + +div.highlight { + position: relative; +} + +/* Show the copybutton */ +.highlight:hover button.copybtn, button.copybtn.success { + opacity: 1; +} + +.highlight button.copybtn:hover { + background-color: rgb(235, 235, 235); +} + +.highlight button.copybtn:active { + background-color: rgb(187, 187, 187); +} + +/** + * A minimal CSS-only tooltip copied from: + * https://codepen.io/mildrenben/pen/rVBrpK + * + * To use, write HTML like the following: + * + *

Short

+ */ + .o-tooltip--left { + position: relative; + } + + .o-tooltip--left:after { + opacity: 0; + visibility: hidden; + position: absolute; + content: attr(data-tooltip); + padding: .2em; + font-size: .8em; + left: -.2em; + background: grey; + color: white; + white-space: nowrap; + z-index: 2; + border-radius: 2px; + transform: translateX(-102%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); +} + +.o-tooltip--left:hover:after { + display: block; + opacity: 1; + visibility: visible; + transform: translateX(-100%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); + transition-delay: .5s; +} + +/* By default the copy button shouldn't show up when printing a page */ +@media print { + button.copybtn { + display: none; + } +} diff --git a/_static/copybutton.js b/_static/copybutton.js new file mode 100644 index 0000000000000000000000000000000000000000..2ea7ff3e217ba6a8710731c335e515535bd76415 --- /dev/null +++ b/_static/copybutton.js @@ -0,0 +1,248 @@ +// Localization support +const messages = { + 'en': { + 'copy': 'Copy', + 'copy_to_clipboard': 'Copy to clipboard', + 'copy_success': 'Copied!', + 'copy_failure': 'Failed to copy', + }, + 'es' : { + 'copy': 'Copiar', + 'copy_to_clipboard': 'Copiar al portapapeles', + 'copy_success': '¡Copiado!', + 'copy_failure': 'Error al copiar', + }, + 'de' : { + 'copy': 'Kopieren', + 'copy_to_clipboard': 'In die Zwischenablage kopieren', + 'copy_success': 'Kopiert!', + 'copy_failure': 'Fehler beim Kopieren', + }, + 'fr' : { + 'copy': 'Copier', + 'copy_to_clipboard': 'Copier dans le presse-papier', + 'copy_success': 'Copié !', + 'copy_failure': 'Échec de la copie', + }, + 'ru': { + 'copy': 'Скопировать', + 'copy_to_clipboard': 'Скопировать в буфер', + 'copy_success': 'Скопировано!', + 'copy_failure': 'Не удалось скопировать', + }, + 'zh-CN': { + 'copy': '复制', + 'copy_to_clipboard': '复制到剪贴板', + 'copy_success': '复制成功!', + 'copy_failure': '复制失败', + }, + 'it' : { + 'copy': 'Copiare', + 'copy_to_clipboard': 'Copiato negli appunti', + 'copy_success': 'Copiato!', + 'copy_failure': 'Errore durante la copia', + } +} + +let locale = 'en' +if( document.documentElement.lang !== undefined + && messages[document.documentElement.lang] !== undefined ) { + locale = document.documentElement.lang +} + +let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT; +if (doc_url_root == '#') { + doc_url_root = ''; +} + +/** + * SVG files for our copy buttons + */ +let iconCheck = ` + ${messages[locale]['copy_success']} + + +` + +// If the user specified their own SVG use that, otherwise use the default +let iconCopy = ``; +if (!iconCopy) { + iconCopy = ` + ${messages[locale]['copy_to_clipboard']} + + + +` +} + +/** + * Set up copy/paste for code blocks + */ + +const runWhenDOMLoaded = cb => { + if (document.readyState != 'loading') { + cb() + } else if (document.addEventListener) { + document.addEventListener('DOMContentLoaded', cb) + } else { + document.attachEvent('onreadystatechange', function() { + if (document.readyState == 'complete') cb() + }) + } +} + +const codeCellId = index => `codecell${index}` + +// Clears selected text since ClipboardJS will select the text when copying +const clearSelection = () => { + if (window.getSelection) { + window.getSelection().removeAllRanges() + } else if (document.selection) { + document.selection.empty() + } +} + +// Changes tooltip text for a moment, then changes it back +// We want the timeout of our `success` class to be a bit shorter than the +// tooltip and icon change, so that we can hide the icon before changing back. +var timeoutIcon = 2000; +var timeoutSuccessClass = 1500; + +const temporarilyChangeTooltip = (el, oldText, newText) => { + el.setAttribute('data-tooltip', newText) + el.classList.add('success') + // Remove success a little bit sooner than we change the tooltip + // So that we can use CSS to hide the copybutton first + setTimeout(() => el.classList.remove('success'), timeoutSuccessClass) + setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon) +} + +// Changes the copy button icon for two seconds, then changes it back +const temporarilyChangeIcon = (el) => { + el.innerHTML = iconCheck; + setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon) +} + +const addCopyButtonToCodeCells = () => { + // If ClipboardJS hasn't loaded, wait a bit and try again. This + // happens because we load ClipboardJS asynchronously. + if (window.ClipboardJS === undefined) { + setTimeout(addCopyButtonToCodeCells, 250) + return + } + + // Add copybuttons to all of our code cells + const COPYBUTTON_SELECTOR = 'div.highlight pre'; + const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR) + codeCells.forEach((codeCell, index) => { + const id = codeCellId(index) + codeCell.setAttribute('id', id) + + const clipboardButton = id => + `` + codeCell.insertAdjacentHTML('afterend', clipboardButton(id)) + }) + +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} + + +var copyTargetText = (trigger) => { + var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); + + // get filtered text + let exclude = '.linenos'; + + let text = filterText(target, exclude); + return formatCopyText(text, '', false, true, true, true, '', '') +} + + // Initialize with a callback so we can modify the text before copy + const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText}) + + // Update UI with error/success messages + clipboard.on('success', event => { + clearSelection() + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success']) + temporarilyChangeIcon(event.trigger) + }) + + clipboard.on('error', event => { + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure']) + }) +} + +runWhenDOMLoaded(addCopyButtonToCodeCells) \ No newline at end of file diff --git a/_static/copybutton_funcs.js b/_static/copybutton_funcs.js new file mode 100644 index 0000000000000000000000000000000000000000..dbe1aaad79cd1f835c8fbb304d255e19a3b39512 --- /dev/null +++ b/_static/copybutton_funcs.js @@ -0,0 +1,73 @@ +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +export function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} diff --git a/_static/design-tabs.js b/_static/design-tabs.js new file mode 100644 index 0000000000000000000000000000000000000000..b25bd6a4fa14a4831f7b77f8fe8e4e863b8523cf --- /dev/null +++ b/_static/design-tabs.js @@ -0,0 +1,101 @@ +// @ts-check + +// Extra JS capability for selected tabs to be synced +// The selection is stored in local storage so that it persists across page loads. + +/** + * @type {Record} + */ +let sd_id_to_elements = {}; +const storageKeyPrefix = "sphinx-design-tab-id-"; + +/** + * Create a key for a tab element. + * @param {HTMLElement} el - The tab element. + * @returns {[string, string, string] | null} - The key. + * + */ +function create_key(el) { + let syncId = el.getAttribute("data-sync-id"); + let syncGroup = el.getAttribute("data-sync-group"); + if (!syncId || !syncGroup) return null; + return [syncGroup, syncId, syncGroup + "--" + syncId]; +} + +/** + * Initialize the tab selection. + * + */ +function ready() { + // Find all tabs with sync data + + /** @type {string[]} */ + let groups = []; + + document.querySelectorAll(".sd-tab-label").forEach((label) => { + if (label instanceof HTMLElement) { + let data = create_key(label); + if (data) { + let [group, id, key] = data; + + // add click event listener + // @ts-ignore + label.onclick = onSDLabelClick; + + // store map of key to elements + if (!sd_id_to_elements[key]) { + sd_id_to_elements[key] = []; + } + sd_id_to_elements[key].push(label); + + if (groups.indexOf(group) === -1) { + groups.push(group); + // Check if a specific tab has been selected via URL parameter + const tabParam = new URLSearchParams(window.location.search).get( + group + ); + if (tabParam) { + console.log( + "sphinx-design: Selecting tab id for group '" + + group + + "' from URL parameter: " + + tabParam + ); + window.sessionStorage.setItem(storageKeyPrefix + group, tabParam); + } + } + + // Check is a specific tab has been selected previously + let previousId = window.sessionStorage.getItem( + storageKeyPrefix + group + ); + if (previousId === id) { + // console.log( + // "sphinx-design: Selecting tab from session storage: " + id + // ); + // @ts-ignore + label.previousElementSibling.checked = true; + } + } + } + }); +} + +/** + * Activate other tabs with the same sync id. + * + * @this {HTMLElement} - The element that was clicked. + */ +function onSDLabelClick() { + let data = create_key(this); + if (!data) return; + let [group, id, key] = data; + for (const label of sd_id_to_elements[key]) { + if (label === this) continue; + // @ts-ignore + label.previousElementSibling.checked = true; + } + window.sessionStorage.setItem(storageKeyPrefix + group, id); +} + +document.addEventListener("DOMContentLoaded", ready, false); diff --git a/_static/doctools.js b/_static/doctools.js new file mode 100644 index 0000000000000000000000000000000000000000..4d67807d17d27b16d4ac115dc383523157635f93 --- /dev/null +++ b/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && prevLink.href) { + window.location.href = prevLink.href; + event.preventDefault(); + } + break; + case "ArrowRight": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const nextLink = document.querySelector('link[rel="next"]'); + if (nextLink && nextLink.href) { + window.location.href = nextLink.href; + event.preventDefault(); + } + break; + } + } + + // some keyboard layouts may need Shift to get / + switch (event.key) { + case "/": + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; + Documentation.focusSearchBar(); + event.preventDefault(); + } + }); + }, +}; + +// quick alias for translations +const _ = Documentation.gettext; + +_ready(Documentation.init); diff --git a/_static/documentation_options.js b/_static/documentation_options.js new file mode 100644 index 0000000000000000000000000000000000000000..dab586c0d273a422a7d1adae234c31797b32a38b --- /dev/null +++ b/_static/documentation_options.js @@ -0,0 +1,13 @@ +const DOCUMENTATION_OPTIONS = { + VERSION: '', + LANGUAGE: 'en', + COLLAPSE_INDEX: false, + BUILDER: 'html', + FILE_SUFFIX: '.html', + LINK_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '', + NAVIGATION_WITH_KEYS: false, + SHOW_SEARCH_SUMMARY: true, + ENABLE_SEARCH_SHORTCUTS: true, +}; \ No newline at end of file diff --git a/_static/file.png b/_static/file.png new file mode 100644 index 0000000000000000000000000000000000000000..a858a410e4faa62ce324d814e4b816fff83a6fb3 Binary files /dev/null and b/_static/file.png differ diff --git a/_static/images/logo_binder.svg b/_static/images/logo_binder.svg new file mode 100644 index 0000000000000000000000000000000000000000..45fecf75114bea0e1f22ce6f412d6729d894f893 --- /dev/null +++ b/_static/images/logo_binder.svg @@ -0,0 +1,19 @@ + + + + +logo + + + + + + + + diff --git a/_static/images/logo_colab.png b/_static/images/logo_colab.png new file mode 100644 index 0000000000000000000000000000000000000000..b7560ec216b2d1b6f77855525fe966c741833428 Binary files /dev/null and b/_static/images/logo_colab.png differ diff --git a/_static/images/logo_deepnote.svg b/_static/images/logo_deepnote.svg new file mode 100644 index 0000000000000000000000000000000000000000..fa77ebfc258ac10ebdaa17a3dde4dfc75b8e8b2b --- /dev/null +++ b/_static/images/logo_deepnote.svg @@ -0,0 +1 @@ + diff --git a/_static/images/logo_jupyterhub.svg b/_static/images/logo_jupyterhub.svg new file mode 100644 index 0000000000000000000000000000000000000000..60cfe9f222e5617f1a4bc0de005685f7d8ce35af --- /dev/null +++ b/_static/images/logo_jupyterhub.svg @@ -0,0 +1 @@ +logo_jupyterhubHub diff --git a/_static/language_data.js b/_static/language_data.js new file mode 100644 index 0000000000000000000000000000000000000000..367b8ed81b4e411bee6f81208dba76fbe37e0e15 --- /dev/null +++ b/_static/language_data.js @@ -0,0 +1,199 @@ +/* + * language_data.js + * ~~~~~~~~~~~~~~~~ + * + * This script contains the language-specific data used by searchtools.js, + * namely the list of stopwords, stemmer, scorer and splitter. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; + + +/* Non-minified version is copied as a separate JS file, if available */ + +/** + * Porter Stemmer + */ +var Stemmer = function() { + + var step2list = { + ational: 'ate', + tional: 'tion', + enci: 'ence', + anci: 'ance', + izer: 'ize', + bli: 'ble', + alli: 'al', + entli: 'ent', + eli: 'e', + ousli: 'ous', + ization: 'ize', + ation: 'ate', + ator: 'ate', + alism: 'al', + iveness: 'ive', + fulness: 'ful', + ousness: 'ous', + aliti: 'al', + iviti: 'ive', + biliti: 'ble', + logi: 'log' + }; + + var step3list = { + icate: 'ic', + ative: '', + alize: 'al', + iciti: 'ic', + ical: 'ic', + ful: '', + ness: '' + }; + + var c = "[^aeiou]"; // consonant + var v = "[aeiouy]"; // vowel + var C = c + "[^aeiouy]*"; // consonant sequence + var V = v + "[aeiou]*"; // vowel sequence + + var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 + var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 + var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 + var s_v = "^(" + C + ")?" + v; // vowel in stem + + this.stemWord = function (w) { + var stem; + var suffix; + var firstch; + var origword = w; + + if (w.length < 3) + return w; + + var re; + var re2; + var re3; + var re4; + + firstch = w.substr(0,1); + if (firstch == "y") + w = firstch.toUpperCase() + w.substr(1); + + // Step 1a + re = /^(.+?)(ss|i)es$/; + re2 = /^(.+?)([^s])s$/; + + if (re.test(w)) + w = w.replace(re,"$1$2"); + else if (re2.test(w)) + w = w.replace(re2,"$1$2"); + + // Step 1b + re = /^(.+?)eed$/; + re2 = /^(.+?)(ed|ing)$/; + if (re.test(w)) { + var fp = re.exec(w); + re = new RegExp(mgr0); + if (re.test(fp[1])) { + re = /.$/; + w = w.replace(re,""); + } + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1]; + re2 = new RegExp(s_v); + if (re2.test(stem)) { + w = stem; + re2 = /(at|bl|iz)$/; + re3 = new RegExp("([^aeiouylsz])\\1$"); + re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re2.test(w)) + w = w + "e"; + else if (re3.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + else if (re4.test(w)) + w = w + "e"; + } + } + + // Step 1c + re = /^(.+?)y$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(s_v); + if (re.test(stem)) + w = stem + "i"; + } + + // Step 2 + re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step2list[suffix]; + } + + // Step 3 + re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; + re2 = /^(.+?)(s|t)(ion)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + if (re.test(stem)) + w = stem; + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1] + fp[2]; + re2 = new RegExp(mgr1); + if (re2.test(stem)) + w = stem; + } + + // Step 5 + re = /^(.+?)e$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + re2 = new RegExp(meq1); + re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) + w = stem; + } + re = /ll$/; + re2 = new RegExp(mgr1); + if (re.test(w) && re2.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + + // and turn initial Y back to y + if (firstch == "y") + w = firstch.toLowerCase() + w.substr(1); + return w; + } +} + diff --git a/_static/locales/ar/LC_MESSAGES/booktheme.mo b/_static/locales/ar/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..15541a6a375f93efed3f410c2f892174ba91aaa0 Binary files /dev/null and b/_static/locales/ar/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ar/LC_MESSAGES/booktheme.po b/_static/locales/ar/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..34d404c6d07914c8181ddca52ce5265472facc46 --- /dev/null +++ b/_static/locales/ar/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ar\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "طباعة إلى PDF" + +msgid "Theme by the" +msgstr "موضوع بواسطة" + +msgid "Download source file" +msgstr "تنزيل ملف المصدر" + +msgid "open issue" +msgstr "قضية مفتوحة" + +msgid "Contents" +msgstr "محتويات" + +msgid "previous page" +msgstr "الصفحة السابقة" + +msgid "Download notebook file" +msgstr "تنزيل ملف دفتر الملاحظات" + +msgid "Copyright" +msgstr "حقوق النشر" + +msgid "Download this page" +msgstr "قم بتنزيل هذه الصفحة" + +msgid "Source repository" +msgstr "مستودع المصدر" + +msgid "By" +msgstr "بواسطة" + +msgid "repository" +msgstr "مخزن" + +msgid "Last updated on" +msgstr "آخر تحديث في" + +msgid "Toggle navigation" +msgstr "تبديل التنقل" + +msgid "Sphinx Book Theme" +msgstr "موضوع كتاب أبو الهول" + +msgid "suggest edit" +msgstr "أقترح تحرير" + +msgid "Open an issue" +msgstr "افتح قضية" + +msgid "Launch" +msgstr "إطلاق" + +msgid "Fullscreen mode" +msgstr "وضع ملء الشاشة" + +msgid "Edit this page" +msgstr "قم بتحرير هذه الصفحة" + +msgid "By the" +msgstr "بواسطة" + +msgid "next page" +msgstr "الصفحة التالية" diff --git a/_static/locales/bg/LC_MESSAGES/booktheme.mo b/_static/locales/bg/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..da95120037f8d7c52ad1f166a7682ea55ca47a01 Binary files /dev/null and b/_static/locales/bg/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/bg/LC_MESSAGES/booktheme.po b/_static/locales/bg/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..7420c19eb0891cbf1cb14466038c4b3cefc28c3c --- /dev/null +++ b/_static/locales/bg/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: bg\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Печат в PDF" + +msgid "Theme by the" +msgstr "Тема от" + +msgid "Download source file" +msgstr "Изтеглете изходния файл" + +msgid "open issue" +msgstr "отворен брой" + +msgid "Contents" +msgstr "Съдържание" + +msgid "previous page" +msgstr "предишна страница" + +msgid "Download notebook file" +msgstr "Изтеглете файла на бележника" + +msgid "Copyright" +msgstr "Авторско право" + +msgid "Download this page" +msgstr "Изтеглете тази страница" + +msgid "Source repository" +msgstr "Хранилище на източника" + +msgid "By" +msgstr "От" + +msgid "repository" +msgstr "хранилище" + +msgid "Last updated on" +msgstr "Последна актуализация на" + +msgid "Toggle navigation" +msgstr "Превключване на навигацията" + +msgid "Sphinx Book Theme" +msgstr "Тема на книгата Sphinx" + +msgid "suggest edit" +msgstr "предложи редактиране" + +msgid "Open an issue" +msgstr "Отворете проблем" + +msgid "Launch" +msgstr "Стартиране" + +msgid "Fullscreen mode" +msgstr "Режим на цял екран" + +msgid "Edit this page" +msgstr "Редактирайте тази страница" + +msgid "By the" +msgstr "По" + +msgid "next page" +msgstr "Следваща страница" diff --git a/_static/locales/bn/LC_MESSAGES/booktheme.mo b/_static/locales/bn/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..6b96639b726a2fa959a6419b6f8b7e0dfcce33ae Binary files /dev/null and b/_static/locales/bn/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/bn/LC_MESSAGES/booktheme.po b/_static/locales/bn/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..63a07c3627fd555fea49abb7f7419911dd1fdbfe --- /dev/null +++ b/_static/locales/bn/LC_MESSAGES/booktheme.po @@ -0,0 +1,63 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: bn\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "পিডিএফ প্রিন্ট করুন" + +msgid "Theme by the" +msgstr "থিম দ্বারা" + +msgid "Download source file" +msgstr "উত্স ফাইল ডাউনলোড করুন" + +msgid "open issue" +msgstr "খোলা সমস্যা" + +msgid "previous page" +msgstr "আগের পৃষ্ঠা" + +msgid "Download notebook file" +msgstr "নোটবুক ফাইল ডাউনলোড করুন" + +msgid "Copyright" +msgstr "কপিরাইট" + +msgid "Download this page" +msgstr "এই পৃষ্ঠাটি ডাউনলোড করুন" + +msgid "Source repository" +msgstr "উত্স সংগ্রহস্থল" + +msgid "By" +msgstr "দ্বারা" + +msgid "Last updated on" +msgstr "সর্বশেষ আপডেট" + +msgid "Toggle navigation" +msgstr "নেভিগেশন টগল করুন" + +msgid "Sphinx Book Theme" +msgstr "স্পিনিক্স বুক থিম" + +msgid "Open an issue" +msgstr "একটি সমস্যা খুলুন" + +msgid "Launch" +msgstr "শুরু করা" + +msgid "Edit this page" +msgstr "এই পৃষ্ঠাটি সম্পাদনা করুন" + +msgid "By the" +msgstr "দ্বারা" + +msgid "next page" +msgstr "পরবর্তী পৃষ্ঠা" diff --git a/_static/locales/ca/LC_MESSAGES/booktheme.mo b/_static/locales/ca/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..a4dd30e9bd762578b119c4401d082ea4fa430613 Binary files /dev/null and b/_static/locales/ca/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ca/LC_MESSAGES/booktheme.po b/_static/locales/ca/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..8fb358bf1d65c336619dfcd9f0372715a1f39c18 --- /dev/null +++ b/_static/locales/ca/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ca\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Imprimeix a PDF" + +msgid "Theme by the" +msgstr "Tema del" + +msgid "Download source file" +msgstr "Baixeu el fitxer font" + +msgid "open issue" +msgstr "número obert" + +msgid "previous page" +msgstr "Pàgina anterior" + +msgid "Download notebook file" +msgstr "Descarregar fitxer de quadern" + +msgid "Copyright" +msgstr "Copyright" + +msgid "Download this page" +msgstr "Descarregueu aquesta pàgina" + +msgid "Source repository" +msgstr "Dipòsit de fonts" + +msgid "By" +msgstr "Per" + +msgid "Last updated on" +msgstr "Darrera actualització el" + +msgid "Toggle navigation" +msgstr "Commuta la navegació" + +msgid "Sphinx Book Theme" +msgstr "Tema del llibre Esfinx" + +msgid "suggest edit" +msgstr "suggerir edició" + +msgid "Open an issue" +msgstr "Obriu un número" + +msgid "Launch" +msgstr "Llançament" + +msgid "Edit this page" +msgstr "Editeu aquesta pàgina" + +msgid "By the" +msgstr "Per la" + +msgid "next page" +msgstr "pàgina següent" diff --git a/_static/locales/cs/LC_MESSAGES/booktheme.mo b/_static/locales/cs/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..c39e01a6ae9ae5242f04566ffa2cda96b328ca18 Binary files /dev/null and b/_static/locales/cs/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/cs/LC_MESSAGES/booktheme.po b/_static/locales/cs/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..c6ef469082fcde7ccd00e968f2feee038e9bbb64 --- /dev/null +++ b/_static/locales/cs/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: cs\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Tisk do PDF" + +msgid "Theme by the" +msgstr "Téma od" + +msgid "Download source file" +msgstr "Stáhněte si zdrojový soubor" + +msgid "open issue" +msgstr "otevřené číslo" + +msgid "Contents" +msgstr "Obsah" + +msgid "previous page" +msgstr "předchozí stránka" + +msgid "Download notebook file" +msgstr "Stáhnout soubor poznámkového bloku" + +msgid "Copyright" +msgstr "autorská práva" + +msgid "Download this page" +msgstr "Stáhněte si tuto stránku" + +msgid "Source repository" +msgstr "Zdrojové úložiště" + +msgid "By" +msgstr "Podle" + +msgid "repository" +msgstr "úložiště" + +msgid "Last updated on" +msgstr "Naposledy aktualizováno" + +msgid "Toggle navigation" +msgstr "Přepnout navigaci" + +msgid "Sphinx Book Theme" +msgstr "Téma knihy Sfinga" + +msgid "suggest edit" +msgstr "navrhnout úpravy" + +msgid "Open an issue" +msgstr "Otevřete problém" + +msgid "Launch" +msgstr "Zahájení" + +msgid "Fullscreen mode" +msgstr "Režim celé obrazovky" + +msgid "Edit this page" +msgstr "Upravit tuto stránku" + +msgid "By the" +msgstr "Podle" + +msgid "next page" +msgstr "další strana" diff --git a/_static/locales/da/LC_MESSAGES/booktheme.mo b/_static/locales/da/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..f43157d70c63ff21b4385dc36cb73f5b14eb6b01 Binary files /dev/null and b/_static/locales/da/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/da/LC_MESSAGES/booktheme.po b/_static/locales/da/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..306a38e52d2a5813df1ef9f761c92a23ff7e4e3f --- /dev/null +++ b/_static/locales/da/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: da\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Udskriv til PDF" + +msgid "Theme by the" +msgstr "Tema af" + +msgid "Download source file" +msgstr "Download kildefil" + +msgid "open issue" +msgstr "åbent nummer" + +msgid "Contents" +msgstr "Indhold" + +msgid "previous page" +msgstr "forrige side" + +msgid "Download notebook file" +msgstr "Download notesbog-fil" + +msgid "Copyright" +msgstr "ophavsret" + +msgid "Download this page" +msgstr "Download denne side" + +msgid "Source repository" +msgstr "Kildelager" + +msgid "By" +msgstr "Ved" + +msgid "repository" +msgstr "lager" + +msgid "Last updated on" +msgstr "Sidst opdateret den" + +msgid "Toggle navigation" +msgstr "Skift navigation" + +msgid "Sphinx Book Theme" +msgstr "Sphinx bogtema" + +msgid "suggest edit" +msgstr "foreslå redigering" + +msgid "Open an issue" +msgstr "Åbn et problem" + +msgid "Launch" +msgstr "Start" + +msgid "Fullscreen mode" +msgstr "Fuldskærmstilstand" + +msgid "Edit this page" +msgstr "Rediger denne side" + +msgid "By the" +msgstr "Ved" + +msgid "next page" +msgstr "Næste side" diff --git a/_static/locales/de/LC_MESSAGES/booktheme.mo b/_static/locales/de/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..648b565c7829535bc5f26f86909f458d0cd0fe1b Binary files /dev/null and b/_static/locales/de/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/de/LC_MESSAGES/booktheme.po b/_static/locales/de/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..4925360d43791d10d84d81953a6118763f25ac41 --- /dev/null +++ b/_static/locales/de/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: de\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "In PDF drucken" + +msgid "Theme by the" +msgstr "Thema von der" + +msgid "Download source file" +msgstr "Quelldatei herunterladen" + +msgid "open issue" +msgstr "offenes Thema" + +msgid "Contents" +msgstr "Inhalt" + +msgid "previous page" +msgstr "vorherige Seite" + +msgid "Download notebook file" +msgstr "Notebook-Datei herunterladen" + +msgid "Copyright" +msgstr "Urheberrechte ©" + +msgid "Download this page" +msgstr "Laden Sie diese Seite herunter" + +msgid "Source repository" +msgstr "Quell-Repository" + +msgid "By" +msgstr "Durch" + +msgid "repository" +msgstr "Repository" + +msgid "Last updated on" +msgstr "Zuletzt aktualisiert am" + +msgid "Toggle navigation" +msgstr "Navigation umschalten" + +msgid "Sphinx Book Theme" +msgstr "Sphinx-Buch-Thema" + +msgid "suggest edit" +msgstr "vorschlagen zu bearbeiten" + +msgid "Open an issue" +msgstr "Öffnen Sie ein Problem" + +msgid "Launch" +msgstr "Starten" + +msgid "Fullscreen mode" +msgstr "Vollbildmodus" + +msgid "Edit this page" +msgstr "Bearbeite diese Seite" + +msgid "By the" +msgstr "Bis zum" + +msgid "next page" +msgstr "Nächste Seite" diff --git a/_static/locales/el/LC_MESSAGES/booktheme.mo b/_static/locales/el/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..fca6e9355f314677f2890f5679fd79dd67a7a5a2 Binary files /dev/null and b/_static/locales/el/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/el/LC_MESSAGES/booktheme.po b/_static/locales/el/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..3e01acbd9a30caf92b6996afbe2397dd0003fcb5 --- /dev/null +++ b/_static/locales/el/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: el\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Εκτύπωση σε PDF" + +msgid "Theme by the" +msgstr "Θέμα από το" + +msgid "Download source file" +msgstr "Λήψη αρχείου προέλευσης" + +msgid "open issue" +msgstr "ανοιχτό ζήτημα" + +msgid "Contents" +msgstr "Περιεχόμενα" + +msgid "previous page" +msgstr "προηγούμενη σελίδα" + +msgid "Download notebook file" +msgstr "Λήψη αρχείου σημειωματάριου" + +msgid "Copyright" +msgstr "Πνευματική ιδιοκτησία" + +msgid "Download this page" +msgstr "Λήψη αυτής της σελίδας" + +msgid "Source repository" +msgstr "Αποθήκη πηγής" + +msgid "By" +msgstr "Με" + +msgid "repository" +msgstr "αποθήκη" + +msgid "Last updated on" +msgstr "Τελευταία ενημέρωση στις" + +msgid "Toggle navigation" +msgstr "Εναλλαγή πλοήγησης" + +msgid "Sphinx Book Theme" +msgstr "Θέμα βιβλίου Sphinx" + +msgid "suggest edit" +msgstr "προτείνω επεξεργασία" + +msgid "Open an issue" +msgstr "Ανοίξτε ένα ζήτημα" + +msgid "Launch" +msgstr "Εκτόξευση" + +msgid "Fullscreen mode" +msgstr "ΛΕΙΤΟΥΡΓΙΑ ΠΛΗΡΟΥΣ ΟΘΟΝΗΣ" + +msgid "Edit this page" +msgstr "Επεξεργαστείτε αυτήν τη σελίδα" + +msgid "By the" +msgstr "Από το" + +msgid "next page" +msgstr "επόμενη σελίδα" diff --git a/_static/locales/eo/LC_MESSAGES/booktheme.mo b/_static/locales/eo/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..d1072bbec62959524a87953d3f41b7c272ecbe37 Binary files /dev/null and b/_static/locales/eo/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/eo/LC_MESSAGES/booktheme.po b/_static/locales/eo/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..f7ed2262d1bedf8cb264d52e5d8ab2598c132b35 --- /dev/null +++ b/_static/locales/eo/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: eo\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Presi al PDF" + +msgid "Theme by the" +msgstr "Temo de la" + +msgid "Download source file" +msgstr "Elŝutu fontodosieron" + +msgid "open issue" +msgstr "malferma numero" + +msgid "Contents" +msgstr "Enhavo" + +msgid "previous page" +msgstr "antaŭa paĝo" + +msgid "Download notebook file" +msgstr "Elŝutu kajeran dosieron" + +msgid "Copyright" +msgstr "Kopirajto" + +msgid "Download this page" +msgstr "Elŝutu ĉi tiun paĝon" + +msgid "Source repository" +msgstr "Fonto-deponejo" + +msgid "By" +msgstr "De" + +msgid "repository" +msgstr "deponejo" + +msgid "Last updated on" +msgstr "Laste ĝisdatigita la" + +msgid "Toggle navigation" +msgstr "Ŝalti navigadon" + +msgid "Sphinx Book Theme" +msgstr "Sfinksa Libro-Temo" + +msgid "suggest edit" +msgstr "sugesti redaktadon" + +msgid "Open an issue" +msgstr "Malfermu numeron" + +msgid "Launch" +msgstr "Lanĉo" + +msgid "Fullscreen mode" +msgstr "Plenekrana reĝimo" + +msgid "Edit this page" +msgstr "Redaktu ĉi tiun paĝon" + +msgid "By the" +msgstr "Per la" + +msgid "next page" +msgstr "sekva paĝo" diff --git a/_static/locales/es/LC_MESSAGES/booktheme.mo b/_static/locales/es/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..ba2ee4dc22148ed53f2aeba32c5965654d4a5a2f Binary files /dev/null and b/_static/locales/es/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/es/LC_MESSAGES/booktheme.po b/_static/locales/es/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..5e0029e5f7f29c75af1f23716be36d4ec85274bc --- /dev/null +++ b/_static/locales/es/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: es\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Imprimir en PDF" + +msgid "Theme by the" +msgstr "Tema por el" + +msgid "Download source file" +msgstr "Descargar archivo fuente" + +msgid "open issue" +msgstr "Tema abierto" + +msgid "Contents" +msgstr "Contenido" + +msgid "previous page" +msgstr "pagina anterior" + +msgid "Download notebook file" +msgstr "Descargar archivo de cuaderno" + +msgid "Copyright" +msgstr "Derechos de autor" + +msgid "Download this page" +msgstr "Descarga esta pagina" + +msgid "Source repository" +msgstr "Repositorio de origen" + +msgid "By" +msgstr "Por" + +msgid "repository" +msgstr "repositorio" + +msgid "Last updated on" +msgstr "Ultima actualización en" + +msgid "Toggle navigation" +msgstr "Navegación de palanca" + +msgid "Sphinx Book Theme" +msgstr "Tema del libro de la esfinge" + +msgid "suggest edit" +msgstr "sugerir editar" + +msgid "Open an issue" +msgstr "Abrir un problema" + +msgid "Launch" +msgstr "Lanzamiento" + +msgid "Fullscreen mode" +msgstr "Modo de pantalla completa" + +msgid "Edit this page" +msgstr "Edita esta página" + +msgid "By the" +msgstr "Por el" + +msgid "next page" +msgstr "siguiente página" diff --git a/_static/locales/et/LC_MESSAGES/booktheme.mo b/_static/locales/et/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..983b82391f499b67a9046c15d0dd8744650ad925 Binary files /dev/null and b/_static/locales/et/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/et/LC_MESSAGES/booktheme.po b/_static/locales/et/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..8680982a9760856c6ccccfe3aad88f69c96020fb --- /dev/null +++ b/_static/locales/et/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: et\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Prindi PDF-i" + +msgid "Theme by the" +msgstr "Teema" + +msgid "Download source file" +msgstr "Laadige alla lähtefail" + +msgid "open issue" +msgstr "avatud küsimus" + +msgid "Contents" +msgstr "Sisu" + +msgid "previous page" +msgstr "eelmine leht" + +msgid "Download notebook file" +msgstr "Laadige sülearvuti fail alla" + +msgid "Copyright" +msgstr "Autoriõigus" + +msgid "Download this page" +msgstr "Laadige see leht alla" + +msgid "Source repository" +msgstr "Allikahoidla" + +msgid "By" +msgstr "Kõrval" + +msgid "repository" +msgstr "hoidla" + +msgid "Last updated on" +msgstr "Viimati uuendatud" + +msgid "Toggle navigation" +msgstr "Lülita navigeerimine sisse" + +msgid "Sphinx Book Theme" +msgstr "Sfinksiraamatu teema" + +msgid "suggest edit" +msgstr "soovita muuta" + +msgid "Open an issue" +msgstr "Avage probleem" + +msgid "Launch" +msgstr "Käivitage" + +msgid "Fullscreen mode" +msgstr "Täisekraanirežiim" + +msgid "Edit this page" +msgstr "Muutke seda lehte" + +msgid "By the" +msgstr "Autor" + +msgid "next page" +msgstr "järgmine leht" diff --git a/_static/locales/fi/LC_MESSAGES/booktheme.mo b/_static/locales/fi/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..d8ac054597c924e3010f629caeac1c748b7211cd Binary files /dev/null and b/_static/locales/fi/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/fi/LC_MESSAGES/booktheme.po b/_static/locales/fi/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..34dac21839f76ba08d3932c2ba0c7298da4c8f81 --- /dev/null +++ b/_static/locales/fi/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: fi\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Tulosta PDF-tiedostoon" + +msgid "Theme by the" +msgstr "Teeman tekijä" + +msgid "Download source file" +msgstr "Lataa lähdetiedosto" + +msgid "open issue" +msgstr "avoin ongelma" + +msgid "Contents" +msgstr "Sisällys" + +msgid "previous page" +msgstr "Edellinen sivu" + +msgid "Download notebook file" +msgstr "Lataa muistikirjatiedosto" + +msgid "Copyright" +msgstr "Tekijänoikeus" + +msgid "Download this page" +msgstr "Lataa tämä sivu" + +msgid "Source repository" +msgstr "Lähteen arkisto" + +msgid "By" +msgstr "Tekijä" + +msgid "repository" +msgstr "arkisto" + +msgid "Last updated on" +msgstr "Viimeksi päivitetty" + +msgid "Toggle navigation" +msgstr "Vaihda navigointia" + +msgid "Sphinx Book Theme" +msgstr "Sphinx-kirjan teema" + +msgid "suggest edit" +msgstr "ehdottaa muokkausta" + +msgid "Open an issue" +msgstr "Avaa ongelma" + +msgid "Launch" +msgstr "Tuoda markkinoille" + +msgid "Fullscreen mode" +msgstr "Koko näytön tila" + +msgid "Edit this page" +msgstr "Muokkaa tätä sivua" + +msgid "By the" +msgstr "Mukaan" + +msgid "next page" +msgstr "seuraava sivu" diff --git a/_static/locales/fr/LC_MESSAGES/booktheme.mo b/_static/locales/fr/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..f663d39f0faa76c5b9bd504c51252eef74cca5de Binary files /dev/null and b/_static/locales/fr/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/fr/LC_MESSAGES/booktheme.po b/_static/locales/fr/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..8991a1b87b0e64fd19df0268766ecaba59882614 --- /dev/null +++ b/_static/locales/fr/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: fr\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Imprimer au format PDF" + +msgid "Theme by the" +msgstr "Thème par le" + +msgid "Download source file" +msgstr "Télécharger le fichier source" + +msgid "open issue" +msgstr "signaler un problème" + +msgid "Contents" +msgstr "Contenu" + +msgid "previous page" +msgstr "page précédente" + +msgid "Download notebook file" +msgstr "Télécharger le fichier notebook" + +msgid "Copyright" +msgstr "droits d'auteur" + +msgid "Download this page" +msgstr "Téléchargez cette page" + +msgid "Source repository" +msgstr "Dépôt source" + +msgid "By" +msgstr "Par" + +msgid "repository" +msgstr "dépôt" + +msgid "Last updated on" +msgstr "Dernière mise à jour le" + +msgid "Toggle navigation" +msgstr "Basculer la navigation" + +msgid "Sphinx Book Theme" +msgstr "Thème du livre Sphinx" + +msgid "suggest edit" +msgstr "suggestion de modification" + +msgid "Open an issue" +msgstr "Ouvrez un problème" + +msgid "Launch" +msgstr "lancement" + +msgid "Fullscreen mode" +msgstr "Mode plein écran" + +msgid "Edit this page" +msgstr "Modifier cette page" + +msgid "By the" +msgstr "Par le" + +msgid "next page" +msgstr "page suivante" diff --git a/_static/locales/hr/LC_MESSAGES/booktheme.mo b/_static/locales/hr/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..eca4a1a2842830f06bd5f6235bf01d07bdd313d2 Binary files /dev/null and b/_static/locales/hr/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/hr/LC_MESSAGES/booktheme.po b/_static/locales/hr/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..42c4233d07fba197e0956f30d51b33d9696d075d --- /dev/null +++ b/_static/locales/hr/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: hr\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Ispis u PDF" + +msgid "Theme by the" +msgstr "Tema autora" + +msgid "Download source file" +msgstr "Preuzmi izvornu datoteku" + +msgid "open issue" +msgstr "otvoreno izdanje" + +msgid "Contents" +msgstr "Sadržaj" + +msgid "previous page" +msgstr "Prethodna stranica" + +msgid "Download notebook file" +msgstr "Preuzmi datoteku bilježnice" + +msgid "Copyright" +msgstr "Autorska prava" + +msgid "Download this page" +msgstr "Preuzmite ovu stranicu" + +msgid "Source repository" +msgstr "Izvorno spremište" + +msgid "By" +msgstr "Po" + +msgid "repository" +msgstr "spremište" + +msgid "Last updated on" +msgstr "Posljednje ažuriranje:" + +msgid "Toggle navigation" +msgstr "Uključi / isključi navigaciju" + +msgid "Sphinx Book Theme" +msgstr "Tema knjige Sphinx" + +msgid "suggest edit" +msgstr "predloži uređivanje" + +msgid "Open an issue" +msgstr "Otvorite izdanje" + +msgid "Launch" +msgstr "Pokrenite" + +msgid "Fullscreen mode" +msgstr "Način preko cijelog zaslona" + +msgid "Edit this page" +msgstr "Uredite ovu stranicu" + +msgid "By the" +msgstr "Od strane" + +msgid "next page" +msgstr "sljedeća stranica" diff --git a/_static/locales/id/LC_MESSAGES/booktheme.mo b/_static/locales/id/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..d07a06a9d27aaf6d67234c227c22d61d5a23203b Binary files /dev/null and b/_static/locales/id/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/id/LC_MESSAGES/booktheme.po b/_static/locales/id/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..b8d8d898eeeda95dee4c9a2608b5739ac88acec7 --- /dev/null +++ b/_static/locales/id/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: id\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Cetak ke PDF" + +msgid "Theme by the" +msgstr "Tema oleh" + +msgid "Download source file" +msgstr "Unduh file sumber" + +msgid "open issue" +msgstr "masalah terbuka" + +msgid "Contents" +msgstr "Isi" + +msgid "previous page" +msgstr "halaman sebelumnya" + +msgid "Download notebook file" +msgstr "Unduh file notebook" + +msgid "Copyright" +msgstr "hak cipta" + +msgid "Download this page" +msgstr "Unduh halaman ini" + +msgid "Source repository" +msgstr "Repositori sumber" + +msgid "By" +msgstr "Oleh" + +msgid "repository" +msgstr "gudang" + +msgid "Last updated on" +msgstr "Terakhir diperbarui saat" + +msgid "Toggle navigation" +msgstr "Alihkan navigasi" + +msgid "Sphinx Book Theme" +msgstr "Tema Buku Sphinx" + +msgid "suggest edit" +msgstr "menyarankan edit" + +msgid "Open an issue" +msgstr "Buka masalah" + +msgid "Launch" +msgstr "Meluncurkan" + +msgid "Fullscreen mode" +msgstr "Mode layar penuh" + +msgid "Edit this page" +msgstr "Edit halaman ini" + +msgid "By the" +msgstr "Oleh" + +msgid "next page" +msgstr "halaman selanjutnya" diff --git a/_static/locales/it/LC_MESSAGES/booktheme.mo b/_static/locales/it/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..53ba476edd2df2a802917e9df402257ceca1a130 Binary files /dev/null and b/_static/locales/it/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/it/LC_MESSAGES/booktheme.po b/_static/locales/it/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..36fca59f88155db79ba20786a694f12529c9d585 --- /dev/null +++ b/_static/locales/it/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: it\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Stampa in PDF" + +msgid "Theme by the" +msgstr "Tema di" + +msgid "Download source file" +msgstr "Scarica il file sorgente" + +msgid "open issue" +msgstr "questione aperta" + +msgid "Contents" +msgstr "Contenuti" + +msgid "previous page" +msgstr "pagina precedente" + +msgid "Download notebook file" +msgstr "Scarica il file del taccuino" + +msgid "Copyright" +msgstr "Diritto d'autore" + +msgid "Download this page" +msgstr "Scarica questa pagina" + +msgid "Source repository" +msgstr "Repository di origine" + +msgid "By" +msgstr "Di" + +msgid "repository" +msgstr "repository" + +msgid "Last updated on" +msgstr "Ultimo aggiornamento il" + +msgid "Toggle navigation" +msgstr "Attiva / disattiva la navigazione" + +msgid "Sphinx Book Theme" +msgstr "Tema del libro della Sfinge" + +msgid "suggest edit" +msgstr "suggerisci modifica" + +msgid "Open an issue" +msgstr "Apri un problema" + +msgid "Launch" +msgstr "Lanciare" + +msgid "Fullscreen mode" +msgstr "Modalità schermo intero" + +msgid "Edit this page" +msgstr "Modifica questa pagina" + +msgid "By the" +msgstr "Dal" + +msgid "next page" +msgstr "pagina successiva" diff --git a/_static/locales/iw/LC_MESSAGES/booktheme.mo b/_static/locales/iw/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..a45c6575e469914582f8223ac54793afc2f26575 Binary files /dev/null and b/_static/locales/iw/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/iw/LC_MESSAGES/booktheme.po b/_static/locales/iw/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..dede9cb086632af154e6a1b63e5fab99766c650a --- /dev/null +++ b/_static/locales/iw/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: iw\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "הדפס לקובץ PDF" + +msgid "Theme by the" +msgstr "נושא מאת" + +msgid "Download source file" +msgstr "הורד את קובץ המקור" + +msgid "open issue" +msgstr "בעיה פתוחה" + +msgid "Contents" +msgstr "תוכן" + +msgid "previous page" +msgstr "עמוד קודם" + +msgid "Download notebook file" +msgstr "הורד קובץ מחברת" + +msgid "Copyright" +msgstr "זכויות יוצרים" + +msgid "Download this page" +msgstr "הורד דף זה" + +msgid "Source repository" +msgstr "מאגר המקורות" + +msgid "By" +msgstr "על ידי" + +msgid "repository" +msgstr "מאגר" + +msgid "Last updated on" +msgstr "עודכן לאחרונה ב" + +msgid "Toggle navigation" +msgstr "החלף ניווט" + +msgid "Sphinx Book Theme" +msgstr "נושא ספר ספינקס" + +msgid "suggest edit" +msgstr "מציע לערוך" + +msgid "Open an issue" +msgstr "פתח גיליון" + +msgid "Launch" +msgstr "לְהַשִׁיק" + +msgid "Fullscreen mode" +msgstr "מצב מסך מלא" + +msgid "Edit this page" +msgstr "ערוך דף זה" + +msgid "By the" +msgstr "דרך" + +msgid "next page" +msgstr "עמוד הבא" diff --git a/_static/locales/ja/LC_MESSAGES/booktheme.mo b/_static/locales/ja/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..1cefd29ce3cc08792667a82dc7ff47e9843107be Binary files /dev/null and b/_static/locales/ja/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ja/LC_MESSAGES/booktheme.po b/_static/locales/ja/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..2615f0d8745e925469fcef2d2f7aba70f4e1a718 --- /dev/null +++ b/_static/locales/ja/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ja\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "PDFに印刷" + +msgid "Theme by the" +msgstr "のテーマ" + +msgid "Download source file" +msgstr "ソースファイルをダウンロード" + +msgid "open issue" +msgstr "未解決の問題" + +msgid "Contents" +msgstr "目次" + +msgid "previous page" +msgstr "前のページ" + +msgid "Download notebook file" +msgstr "ノートブックファイルをダウンロード" + +msgid "Copyright" +msgstr "Copyright" + +msgid "Download this page" +msgstr "このページをダウンロード" + +msgid "Source repository" +msgstr "ソースリポジトリ" + +msgid "By" +msgstr "著者" + +msgid "repository" +msgstr "リポジトリ" + +msgid "Last updated on" +msgstr "最終更新日" + +msgid "Toggle navigation" +msgstr "ナビゲーションを切り替え" + +msgid "Sphinx Book Theme" +msgstr "スフィンクスの本のテーマ" + +msgid "suggest edit" +msgstr "編集を提案する" + +msgid "Open an issue" +msgstr "問題を報告" + +msgid "Launch" +msgstr "起動" + +msgid "Fullscreen mode" +msgstr "全画面モード" + +msgid "Edit this page" +msgstr "このページを編集" + +msgid "By the" +msgstr "によって" + +msgid "next page" +msgstr "次のページ" diff --git a/_static/locales/ko/LC_MESSAGES/booktheme.mo b/_static/locales/ko/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..06c7ec938b4975c721caff60b956e343eef11570 Binary files /dev/null and b/_static/locales/ko/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ko/LC_MESSAGES/booktheme.po b/_static/locales/ko/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..c9e13a427b3643d9bf62273ecff6b4d50688a901 --- /dev/null +++ b/_static/locales/ko/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ko\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "PDF로 인쇄" + +msgid "Theme by the" +msgstr "테마별" + +msgid "Download source file" +msgstr "소스 파일 다운로드" + +msgid "open issue" +msgstr "열린 문제" + +msgid "Contents" +msgstr "내용" + +msgid "previous page" +msgstr "이전 페이지" + +msgid "Download notebook file" +msgstr "노트북 파일 다운로드" + +msgid "Copyright" +msgstr "저작권" + +msgid "Download this page" +msgstr "이 페이지 다운로드" + +msgid "Source repository" +msgstr "소스 저장소" + +msgid "By" +msgstr "으로" + +msgid "repository" +msgstr "저장소" + +msgid "Last updated on" +msgstr "마지막 업데이트" + +msgid "Toggle navigation" +msgstr "탐색 전환" + +msgid "Sphinx Book Theme" +msgstr "스핑크스 도서 테마" + +msgid "suggest edit" +msgstr "편집 제안" + +msgid "Open an issue" +msgstr "이슈 열기" + +msgid "Launch" +msgstr "시작하다" + +msgid "Fullscreen mode" +msgstr "전체 화면으로보기" + +msgid "Edit this page" +msgstr "이 페이지 편집" + +msgid "By the" +msgstr "에 의해" + +msgid "next page" +msgstr "다음 페이지" diff --git a/_static/locales/lt/LC_MESSAGES/booktheme.mo b/_static/locales/lt/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..4468ba04bc134a84fea5e3c973461cf02c9c2da3 Binary files /dev/null and b/_static/locales/lt/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/lt/LC_MESSAGES/booktheme.po b/_static/locales/lt/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..35eabd955fc6d26bf6902fc4e8372b1c76179b8d --- /dev/null +++ b/_static/locales/lt/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: lt\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Spausdinti į PDF" + +msgid "Theme by the" +msgstr "Tema" + +msgid "Download source file" +msgstr "Atsisiųsti šaltinio failą" + +msgid "open issue" +msgstr "atviras klausimas" + +msgid "Contents" +msgstr "Turinys" + +msgid "previous page" +msgstr "Ankstesnis puslapis" + +msgid "Download notebook file" +msgstr "Atsisiųsti nešiojamojo kompiuterio failą" + +msgid "Copyright" +msgstr "Autorių teisės" + +msgid "Download this page" +msgstr "Atsisiųskite šį puslapį" + +msgid "Source repository" +msgstr "Šaltinio saugykla" + +msgid "By" +msgstr "Iki" + +msgid "repository" +msgstr "saugykla" + +msgid "Last updated on" +msgstr "Paskutinį kartą atnaujinta" + +msgid "Toggle navigation" +msgstr "Perjungti naršymą" + +msgid "Sphinx Book Theme" +msgstr "Sfinkso knygos tema" + +msgid "suggest edit" +msgstr "pasiūlyti redaguoti" + +msgid "Open an issue" +msgstr "Atidarykite problemą" + +msgid "Launch" +msgstr "Paleiskite" + +msgid "Fullscreen mode" +msgstr "Pilno ekrano režimas" + +msgid "Edit this page" +msgstr "Redaguoti šį puslapį" + +msgid "By the" +msgstr "Prie" + +msgid "next page" +msgstr "Kitas puslapis" diff --git a/_static/locales/lv/LC_MESSAGES/booktheme.mo b/_static/locales/lv/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..74aa4d8985d96a07c4c9be96f006f3b58d884342 Binary files /dev/null and b/_static/locales/lv/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/lv/LC_MESSAGES/booktheme.po b/_static/locales/lv/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..ee1bd08dfe1a7523daa629f04a663afeffd85d8b --- /dev/null +++ b/_static/locales/lv/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: lv\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Drukāt PDF formātā" + +msgid "Theme by the" +msgstr "Autora tēma" + +msgid "Download source file" +msgstr "Lejupielādēt avota failu" + +msgid "open issue" +msgstr "atklāts jautājums" + +msgid "Contents" +msgstr "Saturs" + +msgid "previous page" +msgstr "iepriekšējā lapa" + +msgid "Download notebook file" +msgstr "Lejupielādēt piezīmju grāmatiņu" + +msgid "Copyright" +msgstr "Autortiesības" + +msgid "Download this page" +msgstr "Lejupielādējiet šo lapu" + +msgid "Source repository" +msgstr "Avota krātuve" + +msgid "By" +msgstr "Autors" + +msgid "repository" +msgstr "krātuve" + +msgid "Last updated on" +msgstr "Pēdējoreiz atjaunināts" + +msgid "Toggle navigation" +msgstr "Pārslēgt navigāciju" + +msgid "Sphinx Book Theme" +msgstr "Sfinksa grāmatas tēma" + +msgid "suggest edit" +msgstr "ieteikt rediģēt" + +msgid "Open an issue" +msgstr "Atveriet problēmu" + +msgid "Launch" +msgstr "Uzsākt" + +msgid "Fullscreen mode" +msgstr "Pilnekrāna režīms" + +msgid "Edit this page" +msgstr "Rediģēt šo lapu" + +msgid "By the" +msgstr "Ar" + +msgid "next page" +msgstr "nākamā lapaspuse" diff --git a/_static/locales/ml/LC_MESSAGES/booktheme.mo b/_static/locales/ml/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..2736e8fcf6f9e923c2403307f0b366086d37b335 Binary files /dev/null and b/_static/locales/ml/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ml/LC_MESSAGES/booktheme.po b/_static/locales/ml/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..d471277d6083bc8b120ccbc2bae2e4432d162d14 --- /dev/null +++ b/_static/locales/ml/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ml\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "PDF- ലേക്ക് പ്രിന്റുചെയ്യുക" + +msgid "Theme by the" +msgstr "പ്രമേയം" + +msgid "Download source file" +msgstr "ഉറവിട ഫയൽ ഡൗൺലോഡുചെയ്യുക" + +msgid "open issue" +msgstr "തുറന്ന പ്രശ്നം" + +msgid "previous page" +msgstr "മുൻപത്തെ താൾ" + +msgid "Download notebook file" +msgstr "നോട്ട്ബുക്ക് ഫയൽ ഡൺലോഡ് ചെയ്യുക" + +msgid "Copyright" +msgstr "പകർപ്പവകാശം" + +msgid "Download this page" +msgstr "ഈ പേജ് ഡൗൺലോഡുചെയ്യുക" + +msgid "Source repository" +msgstr "ഉറവിട ശേഖരം" + +msgid "By" +msgstr "എഴുതിയത്" + +msgid "Last updated on" +msgstr "അവസാനം അപ്‌ഡേറ്റുചെയ്‌തത്" + +msgid "Toggle navigation" +msgstr "നാവിഗേഷൻ ടോഗിൾ ചെയ്യുക" + +msgid "Sphinx Book Theme" +msgstr "സ്ഫിങ്ക്സ് പുസ്തക തീം" + +msgid "suggest edit" +msgstr "എഡിറ്റുചെയ്യാൻ നിർദ്ദേശിക്കുക" + +msgid "Open an issue" +msgstr "ഒരു പ്രശ്നം തുറക്കുക" + +msgid "Launch" +msgstr "സമാരംഭിക്കുക" + +msgid "Edit this page" +msgstr "ഈ പേജ് എഡിറ്റുചെയ്യുക" + +msgid "By the" +msgstr "എഴുതിയത്" + +msgid "next page" +msgstr "അടുത്ത പേജ്" diff --git a/_static/locales/mr/LC_MESSAGES/booktheme.mo b/_static/locales/mr/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..fe530100d7715cdc19a6f9db33a971665835f3c4 Binary files /dev/null and b/_static/locales/mr/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/mr/LC_MESSAGES/booktheme.po b/_static/locales/mr/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..f3694acfa55c071a926cac9fe7ad72e7762ec3db --- /dev/null +++ b/_static/locales/mr/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: mr\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "पीडीएफवर मुद्रित करा" + +msgid "Theme by the" +msgstr "द्वारा थीम" + +msgid "Download source file" +msgstr "स्त्रोत फाइल डाउनलोड करा" + +msgid "open issue" +msgstr "खुला मुद्दा" + +msgid "previous page" +msgstr "मागील पान" + +msgid "Download notebook file" +msgstr "नोटबुक फाईल डाउनलोड करा" + +msgid "Copyright" +msgstr "कॉपीराइट" + +msgid "Download this page" +msgstr "हे पृष्ठ डाउनलोड करा" + +msgid "Source repository" +msgstr "स्त्रोत भांडार" + +msgid "By" +msgstr "द्वारा" + +msgid "Last updated on" +msgstr "अखेरचे अद्यतनित" + +msgid "Toggle navigation" +msgstr "नेव्हिगेशन टॉगल करा" + +msgid "Sphinx Book Theme" +msgstr "स्फिंक्स बुक थीम" + +msgid "suggest edit" +msgstr "संपादन सुचवा" + +msgid "Open an issue" +msgstr "एक मुद्दा उघडा" + +msgid "Launch" +msgstr "लाँच करा" + +msgid "Edit this page" +msgstr "हे पृष्ठ संपादित करा" + +msgid "By the" +msgstr "द्वारा" + +msgid "next page" +msgstr "पुढील पृष्ठ" diff --git a/_static/locales/ms/LC_MESSAGES/booktheme.mo b/_static/locales/ms/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..f02603fa2522a40060bd3f1b5d65052c77530de6 Binary files /dev/null and b/_static/locales/ms/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ms/LC_MESSAGES/booktheme.po b/_static/locales/ms/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..65b7c6026aa8d23bc9bd528fbc5c13c094963151 --- /dev/null +++ b/_static/locales/ms/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ms\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Cetak ke PDF" + +msgid "Theme by the" +msgstr "Tema oleh" + +msgid "Download source file" +msgstr "Muat turun fail sumber" + +msgid "open issue" +msgstr "isu terbuka" + +msgid "previous page" +msgstr "halaman sebelumnya" + +msgid "Download notebook file" +msgstr "Muat turun fail buku nota" + +msgid "Copyright" +msgstr "hak cipta" + +msgid "Download this page" +msgstr "Muat turun halaman ini" + +msgid "Source repository" +msgstr "Repositori sumber" + +msgid "By" +msgstr "Oleh" + +msgid "Last updated on" +msgstr "Terakhir dikemas kini pada" + +msgid "Toggle navigation" +msgstr "Togol navigasi" + +msgid "Sphinx Book Theme" +msgstr "Tema Buku Sphinx" + +msgid "suggest edit" +msgstr "cadangkan edit" + +msgid "Open an issue" +msgstr "Buka masalah" + +msgid "Launch" +msgstr "Lancarkan" + +msgid "Edit this page" +msgstr "Edit halaman ini" + +msgid "By the" +msgstr "Oleh" + +msgid "next page" +msgstr "muka surat seterusnya" diff --git a/_static/locales/nl/LC_MESSAGES/booktheme.mo b/_static/locales/nl/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..e59e7ecb308a7648cd23aa6342a9ad98a61d0009 Binary files /dev/null and b/_static/locales/nl/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/nl/LC_MESSAGES/booktheme.po b/_static/locales/nl/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..71bd1cda706653e0ee07b2431ce77329ba330b5b --- /dev/null +++ b/_static/locales/nl/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: nl\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Afdrukken naar pdf" + +msgid "Theme by the" +msgstr "Thema door de" + +msgid "Download source file" +msgstr "Download het bronbestand" + +msgid "open issue" +msgstr "open probleem" + +msgid "Contents" +msgstr "Inhoud" + +msgid "previous page" +msgstr "vorige pagina" + +msgid "Download notebook file" +msgstr "Download notebookbestand" + +msgid "Copyright" +msgstr "auteursrechten" + +msgid "Download this page" +msgstr "Download deze pagina" + +msgid "Source repository" +msgstr "Bronopslagplaats" + +msgid "By" +msgstr "Door" + +msgid "repository" +msgstr "repository" + +msgid "Last updated on" +msgstr "Laatst geupdate op" + +msgid "Toggle navigation" +msgstr "Schakel navigatie" + +msgid "Sphinx Book Theme" +msgstr "Sphinx-boekthema" + +msgid "suggest edit" +msgstr "suggereren bewerken" + +msgid "Open an issue" +msgstr "Open een probleem" + +msgid "Launch" +msgstr "Lancering" + +msgid "Fullscreen mode" +msgstr "Volledig scherm" + +msgid "Edit this page" +msgstr "bewerk deze pagina" + +msgid "By the" +msgstr "Door de" + +msgid "next page" +msgstr "volgende bladzijde" diff --git a/_static/locales/no/LC_MESSAGES/booktheme.mo b/_static/locales/no/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..6cd15c88de675226c00ca4d0430171075e5559ff Binary files /dev/null and b/_static/locales/no/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/no/LC_MESSAGES/booktheme.po b/_static/locales/no/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..b21346a51213db2840495a49272059bcf0ed3bdb --- /dev/null +++ b/_static/locales/no/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: no\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Skriv ut til PDF" + +msgid "Theme by the" +msgstr "Tema av" + +msgid "Download source file" +msgstr "Last ned kildefilen" + +msgid "open issue" +msgstr "åpent nummer" + +msgid "Contents" +msgstr "Innhold" + +msgid "previous page" +msgstr "forrige side" + +msgid "Download notebook file" +msgstr "Last ned notatbokfilen" + +msgid "Copyright" +msgstr "opphavsrett" + +msgid "Download this page" +msgstr "Last ned denne siden" + +msgid "Source repository" +msgstr "Kildedepot" + +msgid "By" +msgstr "Av" + +msgid "repository" +msgstr "oppbevaringssted" + +msgid "Last updated on" +msgstr "Sist oppdatert den" + +msgid "Toggle navigation" +msgstr "Bytt navigasjon" + +msgid "Sphinx Book Theme" +msgstr "Sphinx boktema" + +msgid "suggest edit" +msgstr "foreslå redigering" + +msgid "Open an issue" +msgstr "Åpne et problem" + +msgid "Launch" +msgstr "Start" + +msgid "Fullscreen mode" +msgstr "Fullskjerm-modus" + +msgid "Edit this page" +msgstr "Rediger denne siden" + +msgid "By the" +msgstr "Ved" + +msgid "next page" +msgstr "neste side" diff --git a/_static/locales/pl/LC_MESSAGES/booktheme.mo b/_static/locales/pl/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..9ebb584f77091f5666db4194ecd4f707396cbbca Binary files /dev/null and b/_static/locales/pl/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/pl/LC_MESSAGES/booktheme.po b/_static/locales/pl/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..1b7233f4ff4fea40352938d545b76bf0fc97dfed --- /dev/null +++ b/_static/locales/pl/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: pl\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Drukuj do PDF" + +msgid "Theme by the" +msgstr "Motyw autorstwa" + +msgid "Download source file" +msgstr "Pobierz plik źródłowy" + +msgid "open issue" +msgstr "otwarty problem" + +msgid "Contents" +msgstr "Zawartość" + +msgid "previous page" +msgstr "Poprzednia strona" + +msgid "Download notebook file" +msgstr "Pobierz plik notatnika" + +msgid "Copyright" +msgstr "prawa autorskie" + +msgid "Download this page" +msgstr "Pobierz tę stronę" + +msgid "Source repository" +msgstr "Repozytorium źródłowe" + +msgid "By" +msgstr "Przez" + +msgid "repository" +msgstr "magazyn" + +msgid "Last updated on" +msgstr "Ostatnia aktualizacja" + +msgid "Toggle navigation" +msgstr "Przełącz nawigację" + +msgid "Sphinx Book Theme" +msgstr "Motyw książki Sphinx" + +msgid "suggest edit" +msgstr "zaproponuj edycję" + +msgid "Open an issue" +msgstr "Otwórz problem" + +msgid "Launch" +msgstr "Uruchomić" + +msgid "Fullscreen mode" +msgstr "Pełny ekran" + +msgid "Edit this page" +msgstr "Edytuj tę strone" + +msgid "By the" +msgstr "Przez" + +msgid "next page" +msgstr "Następna strona" diff --git a/_static/locales/pt/LC_MESSAGES/booktheme.mo b/_static/locales/pt/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..d0ddb8728e1d5ef72dddc1537f66aa32251a83c8 Binary files /dev/null and b/_static/locales/pt/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/pt/LC_MESSAGES/booktheme.po b/_static/locales/pt/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..1b27314d693add8bafd09def5e3645c734071db1 --- /dev/null +++ b/_static/locales/pt/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: pt\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Imprimir em PDF" + +msgid "Theme by the" +msgstr "Tema por" + +msgid "Download source file" +msgstr "Baixar arquivo fonte" + +msgid "open issue" +msgstr "questão aberta" + +msgid "Contents" +msgstr "Conteúdo" + +msgid "previous page" +msgstr "página anterior" + +msgid "Download notebook file" +msgstr "Baixar arquivo de notebook" + +msgid "Copyright" +msgstr "direito autoral" + +msgid "Download this page" +msgstr "Baixe esta página" + +msgid "Source repository" +msgstr "Repositório fonte" + +msgid "By" +msgstr "De" + +msgid "repository" +msgstr "repositório" + +msgid "Last updated on" +msgstr "Última atualização em" + +msgid "Toggle navigation" +msgstr "Alternar de navegação" + +msgid "Sphinx Book Theme" +msgstr "Tema do livro Sphinx" + +msgid "suggest edit" +msgstr "sugerir edição" + +msgid "Open an issue" +msgstr "Abra um problema" + +msgid "Launch" +msgstr "Lançamento" + +msgid "Fullscreen mode" +msgstr "Modo tela cheia" + +msgid "Edit this page" +msgstr "Edite essa página" + +msgid "By the" +msgstr "Pelo" + +msgid "next page" +msgstr "próxima página" diff --git a/_static/locales/ro/LC_MESSAGES/booktheme.mo b/_static/locales/ro/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..3c36ab1df7c589ad82614599b8c91f072a25d4a6 Binary files /dev/null and b/_static/locales/ro/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ro/LC_MESSAGES/booktheme.po b/_static/locales/ro/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..1783ad2c4f532926c474105635db4ef68d37d33b --- /dev/null +++ b/_static/locales/ro/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ro\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Imprimați în PDF" + +msgid "Theme by the" +msgstr "Tema de" + +msgid "Download source file" +msgstr "Descărcați fișierul sursă" + +msgid "open issue" +msgstr "problema deschisă" + +msgid "Contents" +msgstr "Cuprins" + +msgid "previous page" +msgstr "pagina anterioară" + +msgid "Download notebook file" +msgstr "Descărcați fișierul notebook" + +msgid "Copyright" +msgstr "Drepturi de autor" + +msgid "Download this page" +msgstr "Descarcă această pagină" + +msgid "Source repository" +msgstr "Depozit sursă" + +msgid "By" +msgstr "De" + +msgid "repository" +msgstr "repertoriu" + +msgid "Last updated on" +msgstr "Ultima actualizare la" + +msgid "Toggle navigation" +msgstr "Comutare navigare" + +msgid "Sphinx Book Theme" +msgstr "Tema Sphinx Book" + +msgid "suggest edit" +msgstr "sugerează editare" + +msgid "Open an issue" +msgstr "Deschideți o problemă" + +msgid "Launch" +msgstr "Lansa" + +msgid "Fullscreen mode" +msgstr "Modul ecran întreg" + +msgid "Edit this page" +msgstr "Editați această pagină" + +msgid "By the" +msgstr "Langa" + +msgid "next page" +msgstr "pagina următoare" diff --git a/_static/locales/ru/LC_MESSAGES/booktheme.mo b/_static/locales/ru/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..6b8ca41f36ebf869818399a9584cdb15619bea78 Binary files /dev/null and b/_static/locales/ru/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ru/LC_MESSAGES/booktheme.po b/_static/locales/ru/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..b1176b7ae7d136146fe6162e87b3197b2155455d --- /dev/null +++ b/_static/locales/ru/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ru\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Распечатать в PDF" + +msgid "Theme by the" +msgstr "Тема от" + +msgid "Download source file" +msgstr "Скачать исходный файл" + +msgid "open issue" +msgstr "открытый вопрос" + +msgid "Contents" +msgstr "Содержание" + +msgid "previous page" +msgstr "Предыдущая страница" + +msgid "Download notebook file" +msgstr "Скачать файл записной книжки" + +msgid "Copyright" +msgstr "авторское право" + +msgid "Download this page" +msgstr "Загрузите эту страницу" + +msgid "Source repository" +msgstr "Исходный репозиторий" + +msgid "By" +msgstr "По" + +msgid "repository" +msgstr "хранилище" + +msgid "Last updated on" +msgstr "Последнее обновление" + +msgid "Toggle navigation" +msgstr "Переключить навигацию" + +msgid "Sphinx Book Theme" +msgstr "Тема книги Сфинкс" + +msgid "suggest edit" +msgstr "предложить редактировать" + +msgid "Open an issue" +msgstr "Открыть вопрос" + +msgid "Launch" +msgstr "Запуск" + +msgid "Fullscreen mode" +msgstr "Полноэкранный режим" + +msgid "Edit this page" +msgstr "Редактировать эту страницу" + +msgid "By the" +msgstr "Посредством" + +msgid "next page" +msgstr "Следующая страница" diff --git a/_static/locales/sk/LC_MESSAGES/booktheme.mo b/_static/locales/sk/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..59bd0ddfa341477cf5ccfdc88f4c3e6127046f7a Binary files /dev/null and b/_static/locales/sk/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/sk/LC_MESSAGES/booktheme.po b/_static/locales/sk/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..650128817ad55e6b2e834b5e120ed70b604f2f86 --- /dev/null +++ b/_static/locales/sk/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: sk\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Tlač do PDF" + +msgid "Theme by the" +msgstr "Téma od" + +msgid "Download source file" +msgstr "Stiahnite si zdrojový súbor" + +msgid "open issue" +msgstr "otvorené vydanie" + +msgid "Contents" +msgstr "Obsah" + +msgid "previous page" +msgstr "predchádzajúca strana" + +msgid "Download notebook file" +msgstr "Stiahnite si zošit" + +msgid "Copyright" +msgstr "Autorské práva" + +msgid "Download this page" +msgstr "Stiahnite si túto stránku" + +msgid "Source repository" +msgstr "Zdrojové úložisko" + +msgid "By" +msgstr "Autor:" + +msgid "repository" +msgstr "Úložisko" + +msgid "Last updated on" +msgstr "Posledná aktualizácia dňa" + +msgid "Toggle navigation" +msgstr "Prepnúť navigáciu" + +msgid "Sphinx Book Theme" +msgstr "Téma knihy Sfinga" + +msgid "suggest edit" +msgstr "navrhnúť úpravu" + +msgid "Open an issue" +msgstr "Otvorte problém" + +msgid "Launch" +msgstr "Spustiť" + +msgid "Fullscreen mode" +msgstr "Režim celej obrazovky" + +msgid "Edit this page" +msgstr "Upraviť túto stránku" + +msgid "By the" +msgstr "Podľa" + +msgid "next page" +msgstr "ďalšia strana" diff --git a/_static/locales/sl/LC_MESSAGES/booktheme.mo b/_static/locales/sl/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..87bf26de683cb18c73bd23c2b4c57ef6a02545ec Binary files /dev/null and b/_static/locales/sl/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/sl/LC_MESSAGES/booktheme.po b/_static/locales/sl/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..3c7e3a86652f00e5d93e02af0d30c9abde7392cc --- /dev/null +++ b/_static/locales/sl/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: sl\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Natisni v PDF" + +msgid "Theme by the" +msgstr "Tema avtorja" + +msgid "Download source file" +msgstr "Prenesite izvorno datoteko" + +msgid "open issue" +msgstr "odprto vprašanje" + +msgid "Contents" +msgstr "Vsebina" + +msgid "previous page" +msgstr "Prejšnja stran" + +msgid "Download notebook file" +msgstr "Prenesite datoteko zvezka" + +msgid "Copyright" +msgstr "avtorske pravice" + +msgid "Download this page" +msgstr "Prenesite to stran" + +msgid "Source repository" +msgstr "Izvorno skladišče" + +msgid "By" +msgstr "Avtor" + +msgid "repository" +msgstr "odlagališče" + +msgid "Last updated on" +msgstr "Nazadnje posodobljeno dne" + +msgid "Toggle navigation" +msgstr "Preklopi navigacijo" + +msgid "Sphinx Book Theme" +msgstr "Tema knjige Sphinx" + +msgid "suggest edit" +msgstr "predlagajte urejanje" + +msgid "Open an issue" +msgstr "Odprite številko" + +msgid "Launch" +msgstr "Kosilo" + +msgid "Fullscreen mode" +msgstr "Celozaslonski način" + +msgid "Edit this page" +msgstr "Uredite to stran" + +msgid "By the" +msgstr "Avtor" + +msgid "next page" +msgstr "Naslednja stran" diff --git a/_static/locales/sr/LC_MESSAGES/booktheme.mo b/_static/locales/sr/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..ec740f4852f3973fa72ed0c7f7cf59273b8dba41 Binary files /dev/null and b/_static/locales/sr/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/sr/LC_MESSAGES/booktheme.po b/_static/locales/sr/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..773b8adae842be1a5e38ce4ae6f7de619d65adea --- /dev/null +++ b/_static/locales/sr/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: sr\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Испис у ПДФ" + +msgid "Theme by the" +msgstr "Тхеме би" + +msgid "Download source file" +msgstr "Преузми изворну датотеку" + +msgid "open issue" +msgstr "отворено издање" + +msgid "Contents" +msgstr "Садржај" + +msgid "previous page" +msgstr "Претходна страница" + +msgid "Download notebook file" +msgstr "Преузмите датотеку бележнице" + +msgid "Copyright" +msgstr "Ауторско право" + +msgid "Download this page" +msgstr "Преузмите ову страницу" + +msgid "Source repository" +msgstr "Изворно спремиште" + +msgid "By" +msgstr "Од стране" + +msgid "repository" +msgstr "спремиште" + +msgid "Last updated on" +msgstr "Последње ажурирање" + +msgid "Toggle navigation" +msgstr "Укључи / искључи навигацију" + +msgid "Sphinx Book Theme" +msgstr "Тема књиге Спхинк" + +msgid "suggest edit" +msgstr "предложи уређивање" + +msgid "Open an issue" +msgstr "Отворите издање" + +msgid "Launch" +msgstr "Лансирање" + +msgid "Fullscreen mode" +msgstr "Режим целог екрана" + +msgid "Edit this page" +msgstr "Уредите ову страницу" + +msgid "By the" +msgstr "Од" + +msgid "next page" +msgstr "Следећа страна" diff --git a/_static/locales/sv/LC_MESSAGES/booktheme.mo b/_static/locales/sv/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..b07dc76ff21128244172d2e415cc899555d8b49d Binary files /dev/null and b/_static/locales/sv/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/sv/LC_MESSAGES/booktheme.po b/_static/locales/sv/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..bcac54c07bdbdaddbd2c238a750f280c213872a2 --- /dev/null +++ b/_static/locales/sv/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: sv\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Skriv ut till PDF" + +msgid "Theme by the" +msgstr "Tema av" + +msgid "Download source file" +msgstr "Ladda ner källfil" + +msgid "open issue" +msgstr "öppna problemrapport" + +msgid "Contents" +msgstr "Innehåll" + +msgid "previous page" +msgstr "föregående sida" + +msgid "Download notebook file" +msgstr "Ladda ner notebook-fil" + +msgid "Copyright" +msgstr "Upphovsrätt" + +msgid "Download this page" +msgstr "Ladda ner den här sidan" + +msgid "Source repository" +msgstr "Källkodsrepositorium" + +msgid "By" +msgstr "Av" + +msgid "repository" +msgstr "repositorium" + +msgid "Last updated on" +msgstr "Senast uppdaterad den" + +msgid "Toggle navigation" +msgstr "Växla navigering" + +msgid "Sphinx Book Theme" +msgstr "Sphinx Boktema" + +msgid "suggest edit" +msgstr "föreslå ändring" + +msgid "Open an issue" +msgstr "Öppna en problemrapport" + +msgid "Launch" +msgstr "Öppna" + +msgid "Fullscreen mode" +msgstr "Fullskärmsläge" + +msgid "Edit this page" +msgstr "Redigera den här sidan" + +msgid "By the" +msgstr "Av den" + +msgid "next page" +msgstr "nästa sida" diff --git a/_static/locales/ta/LC_MESSAGES/booktheme.mo b/_static/locales/ta/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..29f52e1f6f1ec96aceb0f883d8ccc82c23eb35c2 Binary files /dev/null and b/_static/locales/ta/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ta/LC_MESSAGES/booktheme.po b/_static/locales/ta/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..b48bdfaf17a34ffe1350155e880d75362cb9cb81 --- /dev/null +++ b/_static/locales/ta/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ta\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "PDF இல் அச்சிடுக" + +msgid "Theme by the" +msgstr "வழங்கிய தீம்" + +msgid "Download source file" +msgstr "மூல கோப்பைப் பதிவிறக்குக" + +msgid "open issue" +msgstr "திறந்த பிரச்சினை" + +msgid "previous page" +msgstr "முந்தைய பக்கம்" + +msgid "Download notebook file" +msgstr "நோட்புக் கோப்பைப் பதிவிறக்கவும்" + +msgid "Copyright" +msgstr "பதிப்புரிமை" + +msgid "Download this page" +msgstr "இந்தப் பக்கத்தைப் பதிவிறக்கவும்" + +msgid "Source repository" +msgstr "மூல களஞ்சியம்" + +msgid "By" +msgstr "வழங்கியவர்" + +msgid "Last updated on" +msgstr "கடைசியாக புதுப்பிக்கப்பட்டது" + +msgid "Toggle navigation" +msgstr "வழிசெலுத்தலை நிலைமாற்று" + +msgid "Sphinx Book Theme" +msgstr "ஸ்பிங்க்ஸ் புத்தக தீம்" + +msgid "suggest edit" +msgstr "திருத்த பரிந்துரைக்கவும்" + +msgid "Open an issue" +msgstr "சிக்கலைத் திறக்கவும்" + +msgid "Launch" +msgstr "தொடங்க" + +msgid "Edit this page" +msgstr "இந்தப் பக்கத்தைத் திருத்தவும்" + +msgid "By the" +msgstr "மூலம்" + +msgid "next page" +msgstr "அடுத்த பக்கம்" diff --git a/_static/locales/te/LC_MESSAGES/booktheme.mo b/_static/locales/te/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..0a5f4b46adfda1551ae6791c3c3782525b61be04 Binary files /dev/null and b/_static/locales/te/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/te/LC_MESSAGES/booktheme.po b/_static/locales/te/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..952278f5f7ec7697405ef3390242071889c6adba --- /dev/null +++ b/_static/locales/te/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: te\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "PDF కి ముద్రించండి" + +msgid "Theme by the" +msgstr "ద్వారా థీమ్" + +msgid "Download source file" +msgstr "మూల ఫైల్‌ను డౌన్‌లోడ్ చేయండి" + +msgid "open issue" +msgstr "ఓపెన్ ఇష్యూ" + +msgid "previous page" +msgstr "ముందు పేజి" + +msgid "Download notebook file" +msgstr "నోట్బుక్ ఫైల్ను డౌన్లోడ్ చేయండి" + +msgid "Copyright" +msgstr "కాపీరైట్" + +msgid "Download this page" +msgstr "ఈ పేజీని డౌన్‌లోడ్ చేయండి" + +msgid "Source repository" +msgstr "మూల రిపోజిటరీ" + +msgid "By" +msgstr "ద్వారా" + +msgid "Last updated on" +msgstr "చివరిగా నవీకరించబడింది" + +msgid "Toggle navigation" +msgstr "నావిగేషన్‌ను టోగుల్ చేయండి" + +msgid "Sphinx Book Theme" +msgstr "సింహిక పుస్తక థీమ్" + +msgid "suggest edit" +msgstr "సవరించమని సూచించండి" + +msgid "Open an issue" +msgstr "సమస్యను తెరవండి" + +msgid "Launch" +msgstr "ప్రారంభించండి" + +msgid "Edit this page" +msgstr "ఈ పేజీని సవరించండి" + +msgid "By the" +msgstr "ద్వారా" + +msgid "next page" +msgstr "తరువాతి పేజీ" diff --git a/_static/locales/tg/LC_MESSAGES/booktheme.mo b/_static/locales/tg/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..b21c6c6340194fdf35f7e5660deb42479c8dbff9 Binary files /dev/null and b/_static/locales/tg/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/tg/LC_MESSAGES/booktheme.po b/_static/locales/tg/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..c33dc4217269d2eb23b0964c4c42a2ca852f70bf --- /dev/null +++ b/_static/locales/tg/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: tg\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Чоп ба PDF" + +msgid "Theme by the" +msgstr "Мавзӯъи аз" + +msgid "Download source file" +msgstr "Файли манбаъро зеркашӣ кунед" + +msgid "open issue" +msgstr "барориши кушод" + +msgid "Contents" +msgstr "Мундариҷа" + +msgid "previous page" +msgstr "саҳифаи қаблӣ" + +msgid "Download notebook file" +msgstr "Файли дафтарро зеркашӣ кунед" + +msgid "Copyright" +msgstr "Ҳуқуқи муаллиф" + +msgid "Download this page" +msgstr "Ин саҳифаро зеркашӣ кунед" + +msgid "Source repository" +msgstr "Анбори манбаъ" + +msgid "By" +msgstr "Бо" + +msgid "repository" +msgstr "анбор" + +msgid "Last updated on" +msgstr "Last навсозӣ дар" + +msgid "Toggle navigation" +msgstr "Гузаришро иваз кунед" + +msgid "Sphinx Book Theme" +msgstr "Сфинкс Мавзӯи китоб" + +msgid "suggest edit" +msgstr "пешниҳод вироиш" + +msgid "Open an issue" +msgstr "Масъаларо кушоед" + +msgid "Launch" +msgstr "Оғоз" + +msgid "Fullscreen mode" +msgstr "Ҳолати экрани пурра" + +msgid "Edit this page" +msgstr "Ин саҳифаро таҳрир кунед" + +msgid "By the" +msgstr "Бо" + +msgid "next page" +msgstr "саҳифаи оянда" diff --git a/_static/locales/th/LC_MESSAGES/booktheme.mo b/_static/locales/th/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..abede98aa11b163e580a26b545980ace31e61ccf Binary files /dev/null and b/_static/locales/th/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/th/LC_MESSAGES/booktheme.po b/_static/locales/th/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..9d24294a7f502d0ba4e0a724b10e9c9ca44a73c7 --- /dev/null +++ b/_static/locales/th/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: th\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "พิมพ์เป็น PDF" + +msgid "Theme by the" +msgstr "ธีมโดย" + +msgid "Download source file" +msgstr "ดาวน์โหลดไฟล์ต้นฉบับ" + +msgid "open issue" +msgstr "เปิดปัญหา" + +msgid "Contents" +msgstr "สารบัญ" + +msgid "previous page" +msgstr "หน้าที่แล้ว" + +msgid "Download notebook file" +msgstr "ดาวน์โหลดไฟล์สมุดบันทึก" + +msgid "Copyright" +msgstr "ลิขสิทธิ์" + +msgid "Download this page" +msgstr "ดาวน์โหลดหน้านี้" + +msgid "Source repository" +msgstr "ที่เก็บซอร์ส" + +msgid "By" +msgstr "โดย" + +msgid "repository" +msgstr "ที่เก็บ" + +msgid "Last updated on" +msgstr "ปรับปรุงล่าสุดเมื่อ" + +msgid "Toggle navigation" +msgstr "ไม่ต้องสลับช่องทาง" + +msgid "Sphinx Book Theme" +msgstr "ธีมหนังสือสฟิงซ์" + +msgid "suggest edit" +msgstr "แนะนำแก้ไข" + +msgid "Open an issue" +msgstr "เปิดปัญหา" + +msgid "Launch" +msgstr "เปิด" + +msgid "Fullscreen mode" +msgstr "โหมดเต็มหน้าจอ" + +msgid "Edit this page" +msgstr "แก้ไขหน้านี้" + +msgid "By the" +msgstr "โดย" + +msgid "next page" +msgstr "หน้าต่อไป" diff --git a/_static/locales/tl/LC_MESSAGES/booktheme.mo b/_static/locales/tl/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..8df1b73310e0c606251d1abff7e6033d1f6b273f Binary files /dev/null and b/_static/locales/tl/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/tl/LC_MESSAGES/booktheme.po b/_static/locales/tl/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..20e0d07ce587e528161c01e40a15f3f82e70f09d --- /dev/null +++ b/_static/locales/tl/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: tl\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "I-print sa PDF" + +msgid "Theme by the" +msgstr "Tema ng" + +msgid "Download source file" +msgstr "Mag-download ng file ng pinagmulan" + +msgid "open issue" +msgstr "bukas na isyu" + +msgid "previous page" +msgstr "Nakaraang pahina" + +msgid "Download notebook file" +msgstr "Mag-download ng file ng notebook" + +msgid "Copyright" +msgstr "Copyright" + +msgid "Download this page" +msgstr "I-download ang pahinang ito" + +msgid "Source repository" +msgstr "Pinagmulan ng imbakan" + +msgid "By" +msgstr "Ni" + +msgid "Last updated on" +msgstr "Huling na-update noong" + +msgid "Toggle navigation" +msgstr "I-toggle ang pag-navigate" + +msgid "Sphinx Book Theme" +msgstr "Tema ng Sphinx Book" + +msgid "suggest edit" +msgstr "iminumungkahi i-edit" + +msgid "Open an issue" +msgstr "Magbukas ng isyu" + +msgid "Launch" +msgstr "Ilunsad" + +msgid "Edit this page" +msgstr "I-edit ang pahinang ito" + +msgid "By the" +msgstr "Sa pamamagitan ng" + +msgid "next page" +msgstr "Susunod na pahina" diff --git a/_static/locales/tr/LC_MESSAGES/booktheme.mo b/_static/locales/tr/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..029ae18afb5360a8c238a052e8d3971761759d3d Binary files /dev/null and b/_static/locales/tr/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/tr/LC_MESSAGES/booktheme.po b/_static/locales/tr/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..a77eb0273f9837dd19b5084d418a53b9f32082c2 --- /dev/null +++ b/_static/locales/tr/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: tr\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "PDF olarak yazdır" + +msgid "Theme by the" +msgstr "Tarafından tema" + +msgid "Download source file" +msgstr "Kaynak dosyayı indirin" + +msgid "open issue" +msgstr "Açık konu" + +msgid "Contents" +msgstr "İçindekiler" + +msgid "previous page" +msgstr "önceki sayfa" + +msgid "Download notebook file" +msgstr "Defter dosyasını indirin" + +msgid "Copyright" +msgstr "Telif hakkı" + +msgid "Download this page" +msgstr "Bu sayfayı indirin" + +msgid "Source repository" +msgstr "Kaynak kod deposu" + +msgid "By" +msgstr "Tarafından" + +msgid "repository" +msgstr "depo" + +msgid "Last updated on" +msgstr "Son güncelleme tarihi" + +msgid "Toggle navigation" +msgstr "Gezinmeyi değiştir" + +msgid "Sphinx Book Theme" +msgstr "Sfenks Kitap Teması" + +msgid "suggest edit" +msgstr "düzenleme öner" + +msgid "Open an issue" +msgstr "Bir sorunu açın" + +msgid "Launch" +msgstr "Başlatmak" + +msgid "Fullscreen mode" +msgstr "Tam ekran modu" + +msgid "Edit this page" +msgstr "Bu sayfayı düzenle" + +msgid "By the" +msgstr "Tarafından" + +msgid "next page" +msgstr "sonraki Sayfa" diff --git a/_static/locales/uk/LC_MESSAGES/booktheme.mo b/_static/locales/uk/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..16ab78909cfbaba7fa199f47fdfc2934426ac699 Binary files /dev/null and b/_static/locales/uk/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/uk/LC_MESSAGES/booktheme.po b/_static/locales/uk/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..993dd07810d0bf8cc1ab75dd38880380ab4674c8 --- /dev/null +++ b/_static/locales/uk/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: uk\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "Друк у форматі PDF" + +msgid "Theme by the" +msgstr "Тема від" + +msgid "Download source file" +msgstr "Завантажити вихідний файл" + +msgid "open issue" +msgstr "відкритий випуск" + +msgid "Contents" +msgstr "Зміст" + +msgid "previous page" +msgstr "Попередня сторінка" + +msgid "Download notebook file" +msgstr "Завантажте файл блокнота" + +msgid "Copyright" +msgstr "Авторське право" + +msgid "Download this page" +msgstr "Завантажте цю сторінку" + +msgid "Source repository" +msgstr "Джерело сховища" + +msgid "By" +msgstr "Автор" + +msgid "repository" +msgstr "сховище" + +msgid "Last updated on" +msgstr "Останнє оновлення:" + +msgid "Toggle navigation" +msgstr "Переключити навігацію" + +msgid "Sphinx Book Theme" +msgstr "Тема книги \"Сфінкс\"" + +msgid "suggest edit" +msgstr "запропонувати редагувати" + +msgid "Open an issue" +msgstr "Відкрийте випуск" + +msgid "Launch" +msgstr "Запуск" + +msgid "Fullscreen mode" +msgstr "Повноекранний режим" + +msgid "Edit this page" +msgstr "Редагувати цю сторінку" + +msgid "By the" +msgstr "По" + +msgid "next page" +msgstr "Наступна сторінка" diff --git a/_static/locales/ur/LC_MESSAGES/booktheme.mo b/_static/locales/ur/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..de8c84b935ed5c3db23e304015d45b638a3d2db3 Binary files /dev/null and b/_static/locales/ur/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/ur/LC_MESSAGES/booktheme.po b/_static/locales/ur/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..2f774267f8d3ef649746bc899eefa3bd6b7e68b1 --- /dev/null +++ b/_static/locales/ur/LC_MESSAGES/booktheme.po @@ -0,0 +1,66 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: ur\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "پی ڈی ایف پرنٹ کریں" + +msgid "Theme by the" +msgstr "کے ذریعہ تھیم" + +msgid "Download source file" +msgstr "سورس فائل ڈاؤن لوڈ کریں" + +msgid "open issue" +msgstr "کھلا مسئلہ" + +msgid "previous page" +msgstr "سابقہ ​​صفحہ" + +msgid "Download notebook file" +msgstr "نوٹ بک فائل ڈاؤن لوڈ کریں" + +msgid "Copyright" +msgstr "کاپی رائٹ" + +msgid "Download this page" +msgstr "اس صفحے کو ڈاؤن لوڈ کریں" + +msgid "Source repository" +msgstr "ماخذ ذخیرہ" + +msgid "By" +msgstr "بذریعہ" + +msgid "Last updated on" +msgstr "آخری بار تازہ کاری ہوئی" + +msgid "Toggle navigation" +msgstr "نیویگیشن ٹوگل کریں" + +msgid "Sphinx Book Theme" +msgstr "سپنکس بک تھیم" + +msgid "suggest edit" +msgstr "ترمیم کی تجویز کریں" + +msgid "Open an issue" +msgstr "ایک مسئلہ کھولیں" + +msgid "Launch" +msgstr "لانچ کریں" + +msgid "Edit this page" +msgstr "اس صفحے میں ترمیم کریں" + +msgid "By the" +msgstr "کی طرف" + +msgid "next page" +msgstr "اگلا صفحہ" diff --git a/_static/locales/vi/LC_MESSAGES/booktheme.mo b/_static/locales/vi/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..2bb32555c3ea0dab08ed37b71cb863fbe75698c6 Binary files /dev/null and b/_static/locales/vi/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/vi/LC_MESSAGES/booktheme.po b/_static/locales/vi/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..33159f3efc0ecacab1de93b26780976914470b21 --- /dev/null +++ b/_static/locales/vi/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: vi\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "In sang PDF" + +msgid "Theme by the" +msgstr "Chủ đề của" + +msgid "Download source file" +msgstr "Tải xuống tệp nguồn" + +msgid "open issue" +msgstr "vấn đề mở" + +msgid "Contents" +msgstr "Nội dung" + +msgid "previous page" +msgstr "trang trước" + +msgid "Download notebook file" +msgstr "Tải xuống tệp sổ tay" + +msgid "Copyright" +msgstr "Bản quyền" + +msgid "Download this page" +msgstr "Tải xuống trang này" + +msgid "Source repository" +msgstr "Kho nguồn" + +msgid "By" +msgstr "Bởi" + +msgid "repository" +msgstr "kho" + +msgid "Last updated on" +msgstr "Cập nhật lần cuối vào" + +msgid "Toggle navigation" +msgstr "Chuyển đổi điều hướng thành" + +msgid "Sphinx Book Theme" +msgstr "Chủ đề sách nhân sư" + +msgid "suggest edit" +msgstr "đề nghị chỉnh sửa" + +msgid "Open an issue" +msgstr "Mở một vấn đề" + +msgid "Launch" +msgstr "Phóng" + +msgid "Fullscreen mode" +msgstr "Chế độ toàn màn hình" + +msgid "Edit this page" +msgstr "chỉnh sửa trang này" + +msgid "By the" +msgstr "Bằng" + +msgid "next page" +msgstr "Trang tiếp theo" diff --git a/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo b/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..0e3235d090c2a05c0e278d38520f0437847dc79f Binary files /dev/null and b/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/zh_CN/LC_MESSAGES/booktheme.po b/_static/locales/zh_CN/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..2e519ef455b5eef0ed80ece0adbb24efd8a29014 --- /dev/null +++ b/_static/locales/zh_CN/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: zh_CN\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "列印成 PDF" + +msgid "Theme by the" +msgstr "主题作者：" + +msgid "Download source file" +msgstr "下载源文件" + +msgid "open issue" +msgstr "创建议题" + +msgid "Contents" +msgstr "目录" + +msgid "previous page" +msgstr "上一页" + +msgid "Download notebook file" +msgstr "下载笔记本文件" + +msgid "Copyright" +msgstr "版权" + +msgid "Download this page" +msgstr "下载此页面" + +msgid "Source repository" +msgstr "源码库" + +msgid "By" +msgstr "作者：" + +msgid "repository" +msgstr "仓库" + +msgid "Last updated on" +msgstr "上次更新时间：" + +msgid "Toggle navigation" +msgstr "显示或隐藏导航栏" + +msgid "Sphinx Book Theme" +msgstr "Sphinx Book 主题" + +msgid "suggest edit" +msgstr "提出修改建议" + +msgid "Open an issue" +msgstr "创建议题" + +msgid "Launch" +msgstr "启动" + +msgid "Fullscreen mode" +msgstr "全屏模式" + +msgid "Edit this page" +msgstr "编辑此页面" + +msgid "By the" +msgstr "作者：" + +msgid "next page" +msgstr "下一页" diff --git a/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo b/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo new file mode 100644 index 0000000000000000000000000000000000000000..9116fa95d0a752665e0f1d59857a32abfc0c6bce Binary files /dev/null and b/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo differ diff --git a/_static/locales/zh_TW/LC_MESSAGES/booktheme.po b/_static/locales/zh_TW/LC_MESSAGES/booktheme.po new file mode 100644 index 0000000000000000000000000000000000000000..beecb076b1293799fd3e76269b26b804d7740bda --- /dev/null +++ b/_static/locales/zh_TW/LC_MESSAGES/booktheme.po @@ -0,0 +1,75 @@ + +msgid "" +msgstr "" +"Project-Id-Version: Sphinx-Book-Theme\n" +"MIME-Version: 1.0\n" +"Content-Type: text/plain; charset=UTF-8\n" +"Content-Transfer-Encoding: 8bit\n" +"Language: zh_TW\n" +"Plural-Forms: nplurals=2; plural=(n != 1);\n" + +msgid "Print to PDF" +msgstr "列印成 PDF" + +msgid "Theme by the" +msgstr "佈景主題作者：" + +msgid "Download source file" +msgstr "下載原始檔" + +msgid "open issue" +msgstr "公開的問題" + +msgid "Contents" +msgstr "目錄" + +msgid "previous page" +msgstr "上一頁" + +msgid "Download notebook file" +msgstr "下載 Notebook 檔案" + +msgid "Copyright" +msgstr "Copyright" + +msgid "Download this page" +msgstr "下載此頁面" + +msgid "Source repository" +msgstr "來源儲存庫" + +msgid "By" +msgstr "作者：" + +msgid "repository" +msgstr "儲存庫" + +msgid "Last updated on" +msgstr "最後更新時間：" + +msgid "Toggle navigation" +msgstr "顯示或隱藏導覽列" + +msgid "Sphinx Book Theme" +msgstr "Sphinx Book 佈景主題" + +msgid "suggest edit" +msgstr "提出修改建議" + +msgid "Open an issue" +msgstr "開啟議題" + +msgid "Launch" +msgstr "啟動" + +msgid "Fullscreen mode" +msgstr "全螢幕模式" + +msgid "Edit this page" +msgstr "編輯此頁面" + +msgid "By the" +msgstr "作者：" + +msgid "next page" +msgstr "下一頁" diff --git a/_static/minus.png b/_static/minus.png new file mode 100644 index 0000000000000000000000000000000000000000..d96755fdaf8bb2214971e0db9c1fd3077d7c419d Binary files /dev/null and b/_static/minus.png differ diff --git a/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css new file mode 100644 index 0000000000000000000000000000000000000000..335663106046366aa379fd05f4d8446ca097ce9b --- /dev/null +++ b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css @@ -0,0 +1,2342 @@ +/* Variables */ +:root { + --mystnb-source-bg-color: #f7f7f7; 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+ border: 1px solid var(--mystnb-traceback-border-color); +} + +/* Collapsible cell content */ +div.cell details.above-input div.cell_input { + border-top-left-radius: 0; + border-top-right-radius: 0; + border-top: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed; +} + +div.cell div.cell_input.above-output-prompt { + border-bottom-left-radius: 0; + border-bottom-right-radius: 0; +} + +div.cell details.above-input>summary { + border-bottom-left-radius: 0; + border-bottom-right-radius: 0; + border-bottom: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed; + padding-left: 1em; + margin-bottom: 0; +} + +div.cell details.above-output>summary { + background-color: var(--mystnb-source-bg-color); + padding-left: 1em; + padding-right: 0em; + border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid; + border-radius: var(--mystnb-source-border-radius); + border-left-color: var(--mystnb-source-margin-color); + border-left-width: medium; +} + +div.cell details.below-input>summary { + background-color: var(--mystnb-source-bg-color); + padding-left: 1em; + padding-right: 0em; + border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid; + border-top: none; + border-bottom-left-radius: var(--mystnb-source-border-radius); + border-bottom-right-radius: var(--mystnb-source-border-radius); + border-left-color: var(--mystnb-source-margin-color); + border-left-width: medium; +} + +div.cell details.hide>summary>span { + opacity: var(--mystnb-hide-prompt-opacity); +} + +div.cell details.hide[open]>summary>span.collapsed { + display: none; +} + +div.cell details.hide:not([open])>summary>span.expanded { + display: none; +} + +@keyframes collapsed-fade-in { + 0% { + opacity: 0; + } + + 100% { + opacity: 1; + } +} +div.cell details.hide[open]>summary~* { + -moz-animation: collapsed-fade-in 0.3s ease-in-out; + -webkit-animation: collapsed-fade-in 0.3s ease-in-out; + animation: collapsed-fade-in 0.3s ease-in-out; 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+div.highlight .-Color[class*=-BGC33] { + background-color: #0087FF +} + +div.highlight .-Color[class*=-C34] { + color: #00AF00 +} + +div.highlight .-Color[class*=-BGC34] { + background-color: #00AF00 +} + +div.highlight .-Color[class*=-C35] { + color: #00AF5F +} + +div.highlight .-Color[class*=-BGC35] { + background-color: #00AF5F +} + +div.highlight .-Color[class*=-C36] { + color: #00AF87 +} + +div.highlight .-Color[class*=-BGC36] { + background-color: #00AF87 +} + +div.highlight .-Color[class*=-C37] { + color: #00AFAF +} + +div.highlight .-Color[class*=-BGC37] { + background-color: #00AFAF +} + +div.highlight .-Color[class*=-C38] { + color: #00AFD7 +} + +div.highlight .-Color[class*=-BGC38] { + background-color: #00AFD7 +} + +div.highlight .-Color[class*=-C39] { + color: #00AFFF +} + +div.highlight .-Color[class*=-BGC39] { + background-color: #00AFFF +} + +div.highlight .-Color[class*=-C40] { + color: #00D700 +} + +div.highlight .-Color[class*=-BGC40] { + background-color: #00D700 +} + +div.highlight .-Color[class*=-C41] { + color: #00D75F +} + +div.highlight .-Color[class*=-BGC41] { + background-color: #00D75F +} + +div.highlight .-Color[class*=-C42] { + color: #00D787 +} + +div.highlight .-Color[class*=-BGC42] { + background-color: #00D787 +} + +div.highlight .-Color[class*=-C43] { + color: #00D7AF +} + +div.highlight .-Color[class*=-BGC43] { + background-color: #00D7AF +} + +div.highlight .-Color[class*=-C44] { + color: #00D7D7 +} + +div.highlight .-Color[class*=-BGC44] { + background-color: #00D7D7 +} + +div.highlight .-Color[class*=-C45] { + color: #00D7FF +} + +div.highlight .-Color[class*=-BGC45] { + background-color: #00D7FF +} + +div.highlight .-Color[class*=-C46] { + color: #00FF00 +} + +div.highlight .-Color[class*=-BGC46] { + background-color: #00FF00 +} + +div.highlight .-Color[class*=-C47] { + color: #00FF5F +} + +div.highlight .-Color[class*=-BGC47] { + background-color: #00FF5F +} + +div.highlight .-Color[class*=-C48] { + color: #00FF87 +} + +div.highlight .-Color[class*=-BGC48] { + background-color: #00FF87 +} + +div.highlight .-Color[class*=-C49] { + color: #00FFAF +} + +div.highlight .-Color[class*=-BGC49] { + background-color: #00FFAF +} + +div.highlight .-Color[class*=-C50] { + color: #00FFD7 +} + +div.highlight .-Color[class*=-BGC50] { + background-color: #00FFD7 +} + +div.highlight .-Color[class*=-C51] { + color: #00FFFF +} + +div.highlight .-Color[class*=-BGC51] { + background-color: #00FFFF +} + +div.highlight .-Color[class*=-C52] { + color: #5F0000 +} + +div.highlight .-Color[class*=-BGC52] { + background-color: #5F0000 +} + +div.highlight .-Color[class*=-C53] { + color: #5F005F +} + +div.highlight .-Color[class*=-BGC53] { + background-color: #5F005F +} + +div.highlight .-Color[class*=-C54] { + color: #5F0087 +} + +div.highlight .-Color[class*=-BGC54] { + background-color: #5F0087 +} + +div.highlight .-Color[class*=-C55] { + color: #5F00AF +} + +div.highlight .-Color[class*=-BGC55] { + background-color: #5F00AF +} + +div.highlight .-Color[class*=-C56] { + color: #5F00D7 +} + +div.highlight .-Color[class*=-BGC56] { + background-color: #5F00D7 +} + +div.highlight .-Color[class*=-C57] { + color: #5F00FF +} + +div.highlight .-Color[class*=-BGC57] { + background-color: #5F00FF +} + +div.highlight .-Color[class*=-C58] { + color: #5F5F00 +} + +div.highlight .-Color[class*=-BGC58] { + background-color: #5F5F00 +} + +div.highlight .-Color[class*=-C59] { + color: #5F5F5F +} + +div.highlight .-Color[class*=-BGC59] { + background-color: #5F5F5F +} + +div.highlight .-Color[class*=-C60] { + color: #5F5F87 +} + +div.highlight .-Color[class*=-BGC60] { + background-color: #5F5F87 +} + +div.highlight .-Color[class*=-C61] { + color: #5F5FAF +} + +div.highlight .-Color[class*=-BGC61] { + background-color: #5F5FAF +} + +div.highlight .-Color[class*=-C62] { + color: #5F5FD7 +} + +div.highlight .-Color[class*=-BGC62] { + background-color: #5F5FD7 +} + +div.highlight .-Color[class*=-C63] { + color: #5F5FFF +} + +div.highlight .-Color[class*=-BGC63] { + background-color: #5F5FFF +} + +div.highlight .-Color[class*=-C64] { + color: #5F8700 +} + +div.highlight .-Color[class*=-BGC64] { + background-color: #5F8700 +} + +div.highlight .-Color[class*=-C65] { + color: #5F875F +} + +div.highlight .-Color[class*=-BGC65] { + background-color: #5F875F +} + +div.highlight .-Color[class*=-C66] { + color: #5F8787 +} + +div.highlight .-Color[class*=-BGC66] { + background-color: #5F8787 +} + +div.highlight .-Color[class*=-C67] { + color: #5F87AF +} + +div.highlight .-Color[class*=-BGC67] { + background-color: #5F87AF +} + +div.highlight .-Color[class*=-C68] { + color: #5F87D7 +} + +div.highlight .-Color[class*=-BGC68] { + background-color: #5F87D7 +} + +div.highlight .-Color[class*=-C69] { + color: #5F87FF +} + +div.highlight .-Color[class*=-BGC69] { + background-color: #5F87FF +} + +div.highlight .-Color[class*=-C70] { + color: #5FAF00 +} + +div.highlight .-Color[class*=-BGC70] { + background-color: #5FAF00 +} + +div.highlight .-Color[class*=-C71] { + color: #5FAF5F +} + +div.highlight .-Color[class*=-BGC71] { + background-color: #5FAF5F +} + +div.highlight .-Color[class*=-C72] { + color: #5FAF87 +} + +div.highlight .-Color[class*=-BGC72] { + background-color: #5FAF87 +} + +div.highlight .-Color[class*=-C73] { + color: #5FAFAF +} + +div.highlight .-Color[class*=-BGC73] { + background-color: #5FAFAF +} + +div.highlight .-Color[class*=-C74] { + color: #5FAFD7 +} + +div.highlight .-Color[class*=-BGC74] { + background-color: #5FAFD7 +} + +div.highlight .-Color[class*=-C75] { + color: #5FAFFF +} + +div.highlight .-Color[class*=-BGC75] { + background-color: #5FAFFF +} + +div.highlight .-Color[class*=-C76] { + color: #5FD700 +} + +div.highlight .-Color[class*=-BGC76] { + background-color: #5FD700 +} + +div.highlight .-Color[class*=-C77] { + color: #5FD75F +} + +div.highlight .-Color[class*=-BGC77] { + background-color: #5FD75F +} + +div.highlight .-Color[class*=-C78] { + color: #5FD787 +} + +div.highlight .-Color[class*=-BGC78] { + background-color: #5FD787 +} + +div.highlight .-Color[class*=-C79] { + color: #5FD7AF +} + +div.highlight .-Color[class*=-BGC79] { + background-color: #5FD7AF +} + +div.highlight .-Color[class*=-C80] { + color: #5FD7D7 +} + +div.highlight .-Color[class*=-BGC80] { + background-color: #5FD7D7 +} + +div.highlight .-Color[class*=-C81] { + color: #5FD7FF +} + +div.highlight .-Color[class*=-BGC81] { + background-color: #5FD7FF +} + +div.highlight .-Color[class*=-C82] { + color: #5FFF00 +} + +div.highlight .-Color[class*=-BGC82] { + background-color: #5FFF00 +} + +div.highlight .-Color[class*=-C83] { + color: #5FFF5F +} + +div.highlight .-Color[class*=-BGC83] { + background-color: #5FFF5F +} + +div.highlight .-Color[class*=-C84] { + color: #5FFF87 +} + +div.highlight .-Color[class*=-BGC84] { + background-color: #5FFF87 +} + +div.highlight .-Color[class*=-C85] { + color: #5FFFAF +} + +div.highlight .-Color[class*=-BGC85] { + background-color: #5FFFAF +} + +div.highlight .-Color[class*=-C86] { + color: #5FFFD7 +} + +div.highlight .-Color[class*=-BGC86] { + background-color: #5FFFD7 +} + +div.highlight .-Color[class*=-C87] { + color: #5FFFFF +} + +div.highlight .-Color[class*=-BGC87] { + background-color: #5FFFFF +} + +div.highlight .-Color[class*=-C88] { + color: #870000 +} + +div.highlight .-Color[class*=-BGC88] { + background-color: #870000 +} + +div.highlight .-Color[class*=-C89] { + color: #87005F +} + +div.highlight .-Color[class*=-BGC89] { + background-color: #87005F +} + +div.highlight .-Color[class*=-C90] { + color: #870087 +} + +div.highlight .-Color[class*=-BGC90] { + background-color: #870087 +} + +div.highlight .-Color[class*=-C91] { + color: #8700AF +} + +div.highlight .-Color[class*=-BGC91] { + background-color: #8700AF +} + +div.highlight .-Color[class*=-C92] { + color: #8700D7 +} + +div.highlight .-Color[class*=-BGC92] { + background-color: #8700D7 +} + +div.highlight .-Color[class*=-C93] { + color: #8700FF +} + +div.highlight .-Color[class*=-BGC93] { + background-color: #8700FF +} + +div.highlight .-Color[class*=-C94] { + color: #875F00 +} + +div.highlight .-Color[class*=-BGC94] { + background-color: #875F00 +} + +div.highlight .-Color[class*=-C95] { + color: #875F5F +} + +div.highlight .-Color[class*=-BGC95] { + background-color: #875F5F +} + +div.highlight .-Color[class*=-C96] { + color: #875F87 +} + +div.highlight .-Color[class*=-BGC96] { + background-color: #875F87 +} + +div.highlight .-Color[class*=-C97] { + color: #875FAF +} + +div.highlight .-Color[class*=-BGC97] { + background-color: #875FAF +} + +div.highlight .-Color[class*=-C98] { + color: #875FD7 +} + +div.highlight .-Color[class*=-BGC98] { + background-color: #875FD7 +} + +div.highlight .-Color[class*=-C99] { + color: #875FFF +} + +div.highlight .-Color[class*=-BGC99] { + background-color: #875FFF +} + +div.highlight .-Color[class*=-C100] { + color: #878700 +} + +div.highlight .-Color[class*=-BGC100] { + background-color: #878700 +} + +div.highlight .-Color[class*=-C101] { + color: #87875F +} + +div.highlight .-Color[class*=-BGC101] { + background-color: #87875F +} + +div.highlight .-Color[class*=-C102] { + color: #878787 +} + +div.highlight .-Color[class*=-BGC102] { + background-color: #878787 +} + +div.highlight .-Color[class*=-C103] { + color: #8787AF +} + +div.highlight .-Color[class*=-BGC103] { + background-color: #8787AF +} + +div.highlight .-Color[class*=-C104] { + color: #8787D7 +} + +div.highlight .-Color[class*=-BGC104] { + background-color: #8787D7 +} + +div.highlight .-Color[class*=-C105] { + color: #8787FF +} + +div.highlight .-Color[class*=-BGC105] { + background-color: #8787FF +} + +div.highlight .-Color[class*=-C106] { + color: #87AF00 +} + +div.highlight .-Color[class*=-BGC106] { + background-color: #87AF00 +} + +div.highlight .-Color[class*=-C107] { + color: #87AF5F +} + +div.highlight .-Color[class*=-BGC107] { + background-color: #87AF5F +} + +div.highlight .-Color[class*=-C108] { + color: #87AF87 +} + +div.highlight .-Color[class*=-BGC108] { + background-color: #87AF87 +} + +div.highlight .-Color[class*=-C109] { + color: #87AFAF +} + +div.highlight .-Color[class*=-BGC109] { + background-color: #87AFAF +} + +div.highlight .-Color[class*=-C110] { + color: #87AFD7 +} + +div.highlight .-Color[class*=-BGC110] { + background-color: #87AFD7 +} + +div.highlight .-Color[class*=-C111] { + color: #87AFFF +} + +div.highlight .-Color[class*=-BGC111] { + background-color: #87AFFF +} + +div.highlight .-Color[class*=-C112] { + color: #87D700 +} + +div.highlight .-Color[class*=-BGC112] { + background-color: #87D700 +} + +div.highlight .-Color[class*=-C113] { + color: #87D75F +} + +div.highlight .-Color[class*=-BGC113] { + background-color: #87D75F +} + +div.highlight .-Color[class*=-C114] { + color: #87D787 +} + +div.highlight .-Color[class*=-BGC114] { + background-color: #87D787 +} + +div.highlight .-Color[class*=-C115] { + color: #87D7AF +} + +div.highlight .-Color[class*=-BGC115] { + background-color: #87D7AF +} + +div.highlight .-Color[class*=-C116] { + color: #87D7D7 +} + +div.highlight .-Color[class*=-BGC116] { + background-color: #87D7D7 +} + +div.highlight .-Color[class*=-C117] { + color: #87D7FF +} + +div.highlight .-Color[class*=-BGC117] { + background-color: #87D7FF +} + +div.highlight .-Color[class*=-C118] { + color: #87FF00 +} + +div.highlight .-Color[class*=-BGC118] { + background-color: #87FF00 +} + +div.highlight .-Color[class*=-C119] { + color: #87FF5F +} + +div.highlight .-Color[class*=-BGC119] { + background-color: #87FF5F +} + +div.highlight .-Color[class*=-C120] { + color: #87FF87 +} + +div.highlight .-Color[class*=-BGC120] { + background-color: #87FF87 +} + +div.highlight .-Color[class*=-C121] { + color: #87FFAF +} + +div.highlight .-Color[class*=-BGC121] { + background-color: #87FFAF +} + +div.highlight .-Color[class*=-C122] { + color: #87FFD7 +} + +div.highlight .-Color[class*=-BGC122] { + background-color: #87FFD7 +} + +div.highlight .-Color[class*=-C123] { + color: #87FFFF +} + +div.highlight .-Color[class*=-BGC123] { + background-color: #87FFFF +} + +div.highlight .-Color[class*=-C124] { + color: #AF0000 +} + +div.highlight .-Color[class*=-BGC124] { + background-color: #AF0000 +} + +div.highlight .-Color[class*=-C125] { + color: #AF005F +} + +div.highlight .-Color[class*=-BGC125] { + background-color: #AF005F +} + +div.highlight .-Color[class*=-C126] { + color: #AF0087 +} + +div.highlight .-Color[class*=-BGC126] { + background-color: #AF0087 +} + +div.highlight .-Color[class*=-C127] { + color: #AF00AF +} + +div.highlight .-Color[class*=-BGC127] { + background-color: #AF00AF +} + +div.highlight .-Color[class*=-C128] { + color: #AF00D7 +} + +div.highlight .-Color[class*=-BGC128] { + background-color: #AF00D7 +} + +div.highlight .-Color[class*=-C129] { + color: #AF00FF +} + +div.highlight .-Color[class*=-BGC129] { + background-color: #AF00FF +} + +div.highlight .-Color[class*=-C130] { + color: #AF5F00 +} + +div.highlight .-Color[class*=-BGC130] { + background-color: #AF5F00 +} + +div.highlight .-Color[class*=-C131] { + color: #AF5F5F +} + +div.highlight .-Color[class*=-BGC131] { + background-color: #AF5F5F +} + +div.highlight .-Color[class*=-C132] { + color: #AF5F87 +} + +div.highlight .-Color[class*=-BGC132] { + background-color: #AF5F87 +} + +div.highlight .-Color[class*=-C133] { + color: #AF5FAF +} + +div.highlight .-Color[class*=-BGC133] { + background-color: #AF5FAF +} + +div.highlight .-Color[class*=-C134] { + color: #AF5FD7 +} + +div.highlight .-Color[class*=-BGC134] { + background-color: #AF5FD7 +} + +div.highlight .-Color[class*=-C135] { + color: #AF5FFF +} + +div.highlight .-Color[class*=-BGC135] { + background-color: #AF5FFF +} + +div.highlight .-Color[class*=-C136] { + color: #AF8700 +} + +div.highlight .-Color[class*=-BGC136] { + background-color: #AF8700 +} + +div.highlight .-Color[class*=-C137] { + color: #AF875F +} + +div.highlight .-Color[class*=-BGC137] { + background-color: #AF875F +} + +div.highlight .-Color[class*=-C138] { + color: #AF8787 +} + +div.highlight .-Color[class*=-BGC138] { + background-color: #AF8787 +} + +div.highlight .-Color[class*=-C139] { + color: #AF87AF +} + +div.highlight .-Color[class*=-BGC139] { + background-color: #AF87AF +} + +div.highlight .-Color[class*=-C140] { + color: #AF87D7 +} + +div.highlight .-Color[class*=-BGC140] { + background-color: #AF87D7 +} + +div.highlight .-Color[class*=-C141] { + color: #AF87FF +} + +div.highlight .-Color[class*=-BGC141] { + background-color: #AF87FF +} + +div.highlight .-Color[class*=-C142] { + color: #AFAF00 +} + +div.highlight .-Color[class*=-BGC142] { + background-color: #AFAF00 +} + +div.highlight .-Color[class*=-C143] { + color: #AFAF5F +} + +div.highlight .-Color[class*=-BGC143] { + background-color: #AFAF5F +} + +div.highlight .-Color[class*=-C144] { + color: #AFAF87 +} + +div.highlight .-Color[class*=-BGC144] { + background-color: #AFAF87 +} + +div.highlight .-Color[class*=-C145] { + color: #AFAFAF +} + +div.highlight .-Color[class*=-BGC145] { + background-color: #AFAFAF +} + +div.highlight .-Color[class*=-C146] { + color: #AFAFD7 +} + +div.highlight .-Color[class*=-BGC146] { + background-color: #AFAFD7 +} + +div.highlight .-Color[class*=-C147] { + color: #AFAFFF +} + +div.highlight .-Color[class*=-BGC147] { + background-color: #AFAFFF +} + +div.highlight .-Color[class*=-C148] { + color: #AFD700 +} + +div.highlight .-Color[class*=-BGC148] { + background-color: #AFD700 +} + +div.highlight .-Color[class*=-C149] { + color: #AFD75F +} + +div.highlight .-Color[class*=-BGC149] { + background-color: #AFD75F +} + +div.highlight .-Color[class*=-C150] { + color: #AFD787 +} + +div.highlight .-Color[class*=-BGC150] { + background-color: #AFD787 +} + +div.highlight .-Color[class*=-C151] { + color: #AFD7AF +} + +div.highlight .-Color[class*=-BGC151] { + background-color: #AFD7AF +} + +div.highlight .-Color[class*=-C152] { + color: #AFD7D7 +} + +div.highlight .-Color[class*=-BGC152] { + background-color: #AFD7D7 +} + +div.highlight .-Color[class*=-C153] { + color: #AFD7FF +} + +div.highlight .-Color[class*=-BGC153] { + background-color: #AFD7FF +} + +div.highlight .-Color[class*=-C154] { + color: #AFFF00 +} + +div.highlight .-Color[class*=-BGC154] { + background-color: #AFFF00 +} + +div.highlight .-Color[class*=-C155] { + color: #AFFF5F +} + +div.highlight .-Color[class*=-BGC155] { + background-color: #AFFF5F +} + +div.highlight .-Color[class*=-C156] { + color: #AFFF87 +} + +div.highlight .-Color[class*=-BGC156] { + background-color: #AFFF87 +} + +div.highlight .-Color[class*=-C157] { + color: #AFFFAF +} + +div.highlight .-Color[class*=-BGC157] { + background-color: #AFFFAF +} + +div.highlight .-Color[class*=-C158] { + color: #AFFFD7 +} + +div.highlight .-Color[class*=-BGC158] { + background-color: #AFFFD7 +} + +div.highlight .-Color[class*=-C159] { + color: #AFFFFF +} + +div.highlight .-Color[class*=-BGC159] { + background-color: #AFFFFF +} + +div.highlight .-Color[class*=-C160] { + color: #D70000 +} + +div.highlight .-Color[class*=-BGC160] { + background-color: #D70000 +} + +div.highlight .-Color[class*=-C161] { + color: #D7005F +} + +div.highlight .-Color[class*=-BGC161] { + background-color: #D7005F +} + +div.highlight .-Color[class*=-C162] { + color: #D70087 +} + +div.highlight .-Color[class*=-BGC162] { + background-color: #D70087 +} + +div.highlight .-Color[class*=-C163] { + color: #D700AF +} + +div.highlight .-Color[class*=-BGC163] { + background-color: #D700AF +} + +div.highlight .-Color[class*=-C164] { + color: #D700D7 +} + +div.highlight .-Color[class*=-BGC164] { + background-color: #D700D7 +} + +div.highlight .-Color[class*=-C165] { + color: #D700FF +} + +div.highlight .-Color[class*=-BGC165] { + background-color: #D700FF +} + +div.highlight .-Color[class*=-C166] { + color: #D75F00 +} + +div.highlight .-Color[class*=-BGC166] { + background-color: #D75F00 +} + +div.highlight 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"${t}"`);e[t](this)}}))}}Ee(Oe,"close"),Qt(Oe);const xe='[data-bs-toggle="button"]';class ke extends ve{static get NAME(){return"button"}toggle(){this._element.setAttribute("aria-pressed",this._element.classList.toggle("active"))}static jQueryInterface(t){return this.each((function(){const e=ke.getOrCreateInstance(this);"toggle"===t&&e[t]()}))}}fe.on(document,"click.bs.button.data-api",xe,(t=>{t.preventDefault();const e=t.target.closest(xe);ke.getOrCreateInstance(e).toggle()})),Qt(ke);const Le=".bs.swipe",Se=`touchstart${Le}`,De=`touchmove${Le}`,$e=`touchend${Le}`,Ie=`pointerdown${Le}`,Ne=`pointerup${Le}`,Pe={endCallback:null,leftCallback:null,rightCallback:null},Me={endCallback:"(function|null)",leftCallback:"(function|null)",rightCallback:"(function|null)"};class je extends be{constructor(t,e){super(),this._element=t,t&&je.isSupported()&&(this._config=this._getConfig(e),this._deltaX=0,this._supportPointerEvents=Boolean(window.PointerEvent),this._initEvents())}static get Default(){return Pe}static get DefaultType(){return Me}static get NAME(){return"swipe"}dispose(){fe.off(this._element,Le)}_start(t){this._supportPointerEvents?this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX):this._deltaX=t.touches[0].clientX}_end(t){this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX-this._deltaX),this._handleSwipe(),Xt(this._config.endCallback)}_move(t){this._deltaX=t.touches&&t.touches.length>1?0:t.touches[0].clientX-this._deltaX}_handleSwipe(){const t=Math.abs(this._deltaX);if(t<=40)return;const e=t/this._deltaX;this._deltaX=0,e&&Xt(e>0?this._config.rightCallback:this._config.leftCallback)}_initEvents(){this._supportPointerEvents?(fe.on(this._element,Ie,(t=>this._start(t))),fe.on(this._element,Ne,(t=>this._end(t))),this._element.classList.add("pointer-event")):(fe.on(this._element,Se,(t=>this._start(t))),fe.on(this._element,De,(t=>this._move(t))),fe.on(this._element,$e,(t=>this._end(t))))}_eventIsPointerPenTouch(t){return this._supportPointerEvents&&("pen"===t.pointerType||"touch"===t.pointerType)}static isSupported(){return"ontouchstart"in document.documentElement||navigator.maxTouchPoints>0}}const Fe=".bs.carousel",He=".data-api",Be="ArrowLeft",We="ArrowRight",ze="next",Re="prev",qe="left",Ve="right",Ye=`slide${Fe}`,Ke=`slid${Fe}`,Qe=`keydown${Fe}`,Xe=`mouseenter${Fe}`,Ue=`mouseleave${Fe}`,Ge=`dragstart${Fe}`,Je=`load${Fe}${He}`,Ze=`click${Fe}${He}`,ti="carousel",ei="active",ii=".active",ni=".carousel-item",si=ii+ni,oi={[Be]:Ve,[We]:qe},ri={interval:5e3,keyboard:!0,pause:"hover",ride:!1,touch:!0,wrap:!0},ai={interval:"(number|boolean)",keyboard:"boolean",pause:"(string|boolean)",ride:"(boolean|string)",touch:"boolean",wrap:"boolean"};class li extends ve{constructor(t,e){super(t,e),this._interval=null,this._activeElement=null,this._isSliding=!1,this.touchTimeout=null,this._swipeHelper=null,this._indicatorsElement=we.findOne(".carousel-indicators",this._element),this._addEventListeners(),this._config.ride===ti&&this.cycle()}static get Default(){return ri}static get DefaultType(){return ai}static get NAME(){return"carousel"}next(){this._slide(ze)}nextWhenVisible(){!document.hidden&&Bt(this._element)&&this.next()}prev(){this._slide(Re)}pause(){this._isSliding&&jt(this._element),this._clearInterval()}cycle(){this._clearInterval(),this._updateInterval(),this._interval=setInterval((()=>this.nextWhenVisible()),this._config.interval)}_maybeEnableCycle(){this._config.ride&&(this._isSliding?fe.one(this._element,Ke,(()=>this.cycle())):this.cycle())}to(t){const e=this._getItems();if(t>e.length-1||t<0)return;if(this._isSliding)return void fe.one(this._element,Ke,(()=>this.to(t)));const i=this._getItemIndex(this._getActive());if(i===t)return;const n=t>i?ze:Re;this._slide(n,e[t])}dispose(){this._swipeHelper&&this._swipeHelper.dispose(),super.dispose()}_configAfterMerge(t){return t.defaultInterval=t.interval,t}_addEventListeners(){this._config.keyboard&&fe.on(this._element,Qe,(t=>this._keydown(t))),"hover"===this._config.pause&&(fe.on(this._element,Xe,(()=>this.pause())),fe.on(this._element,Ue,(()=>this._maybeEnableCycle()))),this._config.touch&&je.isSupported()&&this._addTouchEventListeners()}_addTouchEventListeners(){for(const t of we.find(".carousel-item img",this._element))fe.on(t,Ge,(t=>t.preventDefault()));const t={leftCallback:()=>this._slide(this._directionToOrder(qe)),rightCallback:()=>this._slide(this._directionToOrder(Ve)),endCallback:()=>{"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((()=>this._maybeEnableCycle()),500+this._config.interval))}};this._swipeHelper=new je(this._element,t)}_keydown(t){if(/input|textarea/i.test(t.target.tagName))return;const e=oi[t.key];e&&(t.preventDefault(),this._slide(this._directionToOrder(e)))}_getItemIndex(t){return this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=we.findOne(ii,this._indicatorsElement);e.classList.remove(ei),e.removeAttribute("aria-current");const i=we.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(ei),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===ze,s=e||Gt(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>fe.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r(Ye).defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),qt(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(ei),i.classList.remove(ei,c,l),this._isSliding=!1,r(Ke)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return we.findOne(si,this._element)}_getItems(){return we.find(ni,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return Kt()?t===qe?Re:ze:t===qe?ze:Re}_orderToDirection(t){return Kt()?t===Re?qe:Ve:t===Re?Ve:qe}static jQueryInterface(t){return this.each((function(){const e=li.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}fe.on(document,Ze,"[data-bs-slide], [data-bs-slide-to]",(function(t){const e=we.getElementFromSelector(this);if(!e||!e.classList.contains(ti))return;t.preventDefault();const i=li.getOrCreateInstance(e),n=this.getAttribute("data-bs-slide-to");return n?(i.to(n),void i._maybeEnableCycle()):"next"===_e.getDataAttribute(this,"slide")?(i.next(),void i._maybeEnableCycle()):(i.prev(),void i._maybeEnableCycle())})),fe.on(window,Je,(()=>{const t=we.find('[data-bs-ride="carousel"]');for(const e of t)li.getOrCreateInstance(e)})),Qt(li);const ci=".bs.collapse",hi=`show${ci}`,di=`shown${ci}`,ui=`hide${ci}`,fi=`hidden${ci}`,pi=`click${ci}.data-api`,mi="show",gi="collapse",_i="collapsing",bi=`:scope .${gi} .${gi}`,vi='[data-bs-toggle="collapse"]',yi={parent:null,toggle:!0},wi={parent:"(null|element)",toggle:"boolean"};class Ei extends ve{constructor(t,e){super(t,e),this._isTransitioning=!1,this._triggerArray=[];const i=we.find(vi);for(const t of i){const e=we.getSelectorFromElement(t),i=we.find(e).filter((t=>t===this._element));null!==e&&i.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return yi}static get DefaultType(){return wi}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter((t=>t!==this._element)).map((t=>Ei.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(fe.trigger(this._element,hi).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(gi),this._element.classList.add(_i),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(_i),this._element.classList.add(gi,mi),this._element.style[e]="",fe.trigger(this._element,di)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(fe.trigger(this._element,ui).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,qt(this._element),this._element.classList.add(_i),this._element.classList.remove(gi,mi);for(const t of this._triggerArray){const e=we.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(_i),this._element.classList.add(gi),fe.trigger(this._element,fi)}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(mi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ht(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(vi);for(const e of t){const t=we.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=we.find(bi,this._config.parent);return we.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=Ei.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}fe.on(document,pi,vi,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();for(const t of we.getMultipleElementsFromSelector(this))Ei.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(Ei);const Ai="dropdown",Ti=".bs.dropdown",Ci=".data-api",Oi="ArrowUp",xi="ArrowDown",ki=`hide${Ti}`,Li=`hidden${Ti}`,Si=`show${Ti}`,Di=`shown${Ti}`,$i=`click${Ti}${Ci}`,Ii=`keydown${Ti}${Ci}`,Ni=`keyup${Ti}${Ci}`,Pi="show",Mi='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',ji=`${Mi}.${Pi}`,Fi=".dropdown-menu",Hi=Kt()?"top-end":"top-start",Bi=Kt()?"top-start":"top-end",Wi=Kt()?"bottom-end":"bottom-start",zi=Kt()?"bottom-start":"bottom-end",Ri=Kt()?"left-start":"right-start",qi=Kt()?"right-start":"left-start",Vi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Yi={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Ki extends ve{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=we.next(this._element,Fi)[0]||we.prev(this._element,Fi)[0]||we.findOne(Fi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return Vi}static get DefaultType(){return Yi}static get NAME(){return Ai}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Wt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!fe.trigger(this._element,Si,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Pi),this._element.classList.add(Pi),fe.trigger(this._element,Di,t)}}hide(){if(Wt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!fe.trigger(this._element,ki,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Pi),this._element.classList.remove(Pi),this._element.setAttribute("aria-expanded","false"),_e.removeDataAttribute(this._menu,"popper"),fe.trigger(this._element,Li,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Ft(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${Ai.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Ft(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Pi)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Ri;if(t.classList.contains("dropstart"))return qi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Bi:Hi:e?zi:Wi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(_e.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Xt(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=we.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Bt(t)));i.length&&Gt(i,e,t===xi,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Ki.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=we.find(ji);for(const i of e){const e=Ki.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Oi,xi].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Mi)?this:we.prev(this,Mi)[0]||we.next(this,Mi)[0]||we.findOne(Mi,t.delegateTarget.parentNode),o=Ki.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}fe.on(document,Ii,Mi,Ki.dataApiKeydownHandler),fe.on(document,Ii,Fi,Ki.dataApiKeydownHandler),fe.on(document,$i,Ki.clearMenus),fe.on(document,Ni,Ki.clearMenus),fe.on(document,$i,Mi,(function(t){t.preventDefault(),Ki.getOrCreateInstance(this).toggle()})),Qt(Ki);const Qi="backdrop",Xi="show",Ui=`mousedown.bs.${Qi}`,Gi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Ji={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Zi extends be{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Gi}static get DefaultType(){return Ji}static get NAME(){return Qi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Xi),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Xi),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(fe.off(this._element,Ui),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),fe.on(t,Ui,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Ut(t,this._getElement(),this._config.isAnimated)}}const tn=".bs.focustrap",en=`focusin${tn}`,nn=`keydown.tab${tn}`,sn="backward",on={autofocus:!0,trapElement:null},rn={autofocus:"boolean",trapElement:"element"};class an extends be{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return on}static get DefaultType(){return rn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),fe.off(document,tn),fe.on(document,en,(t=>this._handleFocusin(t))),fe.on(document,nn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,fe.off(document,tn))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=we.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===sn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?sn:"forward")}}const ln=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",cn=".sticky-top",hn="padding-right",dn="margin-right";class un{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,hn,(e=>e+t)),this._setElementAttributes(ln,hn,(e=>e+t)),this._setElementAttributes(cn,dn,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,hn),this._resetElementAttributes(ln,hn),this._resetElementAttributes(cn,dn)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&_e.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=_e.getDataAttribute(t,e);null!==i?(_e.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Ft(t))e(t);else for(const i of we.find(t,this._element))e(i)}}const fn=".bs.modal",pn=`hide${fn}`,mn=`hidePrevented${fn}`,gn=`hidden${fn}`,_n=`show${fn}`,bn=`shown${fn}`,vn=`resize${fn}`,yn=`click.dismiss${fn}`,wn=`mousedown.dismiss${fn}`,En=`keydown.dismiss${fn}`,An=`click${fn}.data-api`,Tn="modal-open",Cn="show",On="modal-static",xn={backdrop:!0,focus:!0,keyboard:!0},kn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Ln extends ve{constructor(t,e){super(t,e),this._dialog=we.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new un,this._addEventListeners()}static get Default(){return xn}static get DefaultType(){return kn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||fe.trigger(this._element,_n,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(Tn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(fe.trigger(this._element,pn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(Cn),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){fe.off(window,fn),fe.off(this._dialog,fn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Zi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new an({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=we.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(Cn),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,fe.trigger(this._element,bn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){fe.on(this._element,En,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),fe.on(window,vn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),fe.on(this._element,wn,(t=>{fe.one(this._element,yn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(Tn),this._resetAdjustments(),this._scrollBar.reset(),fe.trigger(this._element,gn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(fe.trigger(this._element,mn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(On)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(On),this._queueCallback((()=>{this._element.classList.remove(On),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Ln.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}fe.on(document,An,'[data-bs-toggle="modal"]',(function(t){const e=we.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),fe.one(e,_n,(t=>{t.defaultPrevented||fe.one(e,gn,(()=>{Bt(this)&&this.focus()}))}));const i=we.findOne(".modal.show");i&&Ln.getInstance(i).hide(),Ln.getOrCreateInstance(e).toggle(this)})),Ee(Ln),Qt(Ln);const Sn=".bs.offcanvas",Dn=".data-api",$n=`load${Sn}${Dn}`,In="show",Nn="showing",Pn="hiding",Mn=".offcanvas.show",jn=`show${Sn}`,Fn=`shown${Sn}`,Hn=`hide${Sn}`,Bn=`hidePrevented${Sn}`,Wn=`hidden${Sn}`,zn=`resize${Sn}`,Rn=`click${Sn}${Dn}`,qn=`keydown.dismiss${Sn}`,Vn={backdrop:!0,keyboard:!0,scroll:!1},Yn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Kn extends ve{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Vn}static get DefaultType(){return Yn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||fe.trigger(this._element,jn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new un).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Nn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(In),this._element.classList.remove(Nn),fe.trigger(this._element,Fn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(fe.trigger(this._element,Hn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(Pn),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(In,Pn),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new un).reset(),fe.trigger(this._element,Wn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Zi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():fe.trigger(this._element,Bn)}:null})}_initializeFocusTrap(){return new an({trapElement:this._element})}_addEventListeners(){fe.on(this._element,qn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():fe.trigger(this._element,Bn))}))}static jQueryInterface(t){return this.each((function(){const e=Kn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}fe.on(document,Rn,'[data-bs-toggle="offcanvas"]',(function(t){const e=we.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this))return;fe.one(e,Wn,(()=>{Bt(this)&&this.focus()}));const i=we.findOne(Mn);i&&i!==e&&Kn.getInstance(i).hide(),Kn.getOrCreateInstance(e).toggle(this)})),fe.on(window,$n,(()=>{for(const t of we.find(Mn))Kn.getOrCreateInstance(t).show()})),fe.on(window,zn,(()=>{for(const t of we.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Kn.getOrCreateInstance(t).hide()})),Ee(Kn),Qt(Kn);const Qn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],dd:[],div:[],dl:[],dt:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Xn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Un=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Gn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Xn.has(i)||Boolean(Un.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Jn={allowList:Qn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Zn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},ts={entry:"(string|element|function|null)",selector:"(string|element)"};class es extends be{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Jn}static get DefaultType(){return Zn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},ts)}_setContent(t,e,i){const n=we.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Ft(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Gn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Xt(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const is=new Set(["sanitize","allowList","sanitizeFn"]),ns="fade",ss="show",os=".tooltip-inner",rs=".modal",as="hide.bs.modal",ls="hover",cs="focus",hs={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},ds={allowList:Qn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},us={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class fs extends ve{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return ds}static get DefaultType(){return us}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),fe.off(this._element.closest(rs),as,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=fe.trigger(this._element,this.constructor.eventName("show")),e=(zt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),fe.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(ss),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._queueCallback((()=>{fe.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!fe.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(ss),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._activeTrigger.click=!1,this._activeTrigger[cs]=!1,this._activeTrigger[ls]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),fe.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ns,ss),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ns),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new es({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{[os]:this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ns)}_isShown(){return this.tip&&this.tip.classList.contains(ss)}_createPopper(t){const e=Xt(this._config.placement,[this,t,this._element]),i=hs[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Xt(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Xt(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)fe.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ls?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ls?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");fe.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?cs:ls]=!0,e._enter()})),fe.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?cs:ls]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},fe.on(this._element.closest(rs),as,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=_e.getDataAttributes(this._element);for(const t of Object.keys(e))is.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ht(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=fs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(fs);const ps=".popover-header",ms=".popover-body",gs={...fs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},_s={...fs.DefaultType,content:"(null|string|element|function)"};class bs extends fs{static get Default(){return gs}static get DefaultType(){return _s}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{[ps]:this._getTitle(),[ms]:this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=bs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(bs);const vs=".bs.scrollspy",ys=`activate${vs}`,ws=`click${vs}`,Es=`load${vs}.data-api`,As="active",Ts="[href]",Cs=".nav-link",Os=`${Cs}, .nav-item > ${Cs}, .list-group-item`,xs={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},ks={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ls extends ve{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new 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(element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n var uaData = navigator.userAgentData;\n\n if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n return uaData.brands.map(function (item) {\n return item.brand + \"/\" + item.version;\n }).join(' ');\n }\n\n return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n if (isFixedStrategy === void 0) {\n isFixedStrategy = false;\n }\n\n var clientRect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (includeScale && isHTMLElement(element)) {\n scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n }\n\n var _ref = isElement(element) ? getWindow(element) : window,\n visualViewport = _ref.visualViewport;\n\n var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n var width = clientRect.width / scaleX;\n var height = clientRect.height / scaleY;\n return {\n width: width,\n height: height,\n top: y,\n right: x + width,\n bottom: y + height,\n left: x,\n x: x,\n y: y\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = /firefox/i.test(getUAString());\n var isIE = /Trident/i.test(getUAString());\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n if (isShadowRoot(currentNode)) {\n currentNode = currentNode.host;\n }\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n var v = within(min, value, max);\n return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n var x = _ref.x,\n y = _ref.y;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(x * dpr) / dpr || 0,\n y: round(y * dpr) / dpr || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n variation = _ref2.variation,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets,\n isFixed = _ref2.isFixed;\n var _offsets$x = offsets.x,\n x = _offsets$x === void 0 ? 0 : _offsets$x,\n _offsets$y = offsets.y,\n y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n x: x,\n y: y\n }) : {\n x: x,\n y: y\n };\n\n x = _ref3.x;\n y = _ref3.y;\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top || (placement === left || placement === right) && variation === end) {\n sideY = bottom;\n var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n offsetParent[heightProp];\n y -= offsetY - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left || (placement === top || placement === bottom) && variation === end) {\n sideX = right;\n var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n offsetParent[widthProp];\n x -= offsetX - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n x: x,\n y: y\n }, getWindow(popper)) : {\n x: x,\n y: y\n };\n\n x = _ref4.x;\n y = _ref4.y;\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n var state = _ref5.state,\n options = _ref5.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n variation: getVariation(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration,\n isFixed: state.options.strategy === 'fixed'\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0;\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height;\n var layoutViewport = isLayoutViewport();\n\n if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$strategy = _options.strategy,\n strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n var referenceClientRect = getBoundingClientRect(state.elements.reference);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n mainAxis: tetherOffsetValue,\n altAxis: tetherOffsetValue\n } : Object.assign({\n mainAxis: 0,\n altAxis: 0\n }, tetherOffsetValue);\n var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis) {\n var _offsetModifierState$;\n\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = offset + overflow[mainSide];\n var max = offset - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = offset + maxOffset - offsetModifierValue;\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _offsetModifierState$2;\n\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _len = altAxis === 'y' ? 'height' : 'width';\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = round(rect.width) / element.offsetWidth || 1;\n var scaleY = round(rect.height) / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(setOptionsAction) {\n var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n });\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref) {\n var name = _ref.name,\n _ref$options = _ref.options,\n options = _ref$options === void 0 ? {} : _ref$options,\n effect = _ref.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n * Bootstrap v5.3.3 (https://getbootstrap.com/)\n * Copyright 2011-2024 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map();\nconst Data = {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map());\n }\n const instanceMap = elementMap.get(element);\n\n // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n return;\n }\n instanceMap.set(key, instance);\n },\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null;\n }\n return null;\n },\n remove(element, key) {\n if (!elementMap.has(element)) {\n return;\n }\n const instanceMap = elementMap.get(element);\n instanceMap.delete(key);\n\n // free up element references if there are no instances left for an element\n if (instanceMap.size === 0) {\n elementMap.delete(element);\n }\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend';\n\n/**\n * Properly escape IDs selectors to handle weird IDs\n * @param {string} selector\n * @returns {string}\n */\nconst parseSelector = selector => {\n if (selector && window.CSS && window.CSS.escape) {\n // document.querySelector needs escaping to handle IDs (html5+) containing for instance /\n selector = selector.replace(/#([^\\s\"#']+)/g, (match, id) => `#${CSS.escape(id)}`);\n }\n return selector;\n};\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n if (object === null || object === undefined) {\n return `${object}`;\n }\n return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n do {\n prefix += Math.floor(Math.random() * MAX_UID);\n } while (document.getElementById(prefix));\n return prefix;\n};\nconst getTransitionDurationFromElement = element => {\n if (!element) {\n return 0;\n }\n\n // Get transition-duration of the element\n let {\n transitionDuration,\n transitionDelay\n } = window.getComputedStyle(element);\n const floatTransitionDuration = Number.parseFloat(transitionDuration);\n const floatTransitionDelay = Number.parseFloat(transitionDelay);\n\n // Return 0 if element or transition duration is not found\n if (!floatTransitionDuration && !floatTransitionDelay) {\n return 0;\n }\n\n // If multiple durations are defined, take the first\n transitionDuration = transitionDuration.split(',')[0];\n transitionDelay = transitionDelay.split(',')[0];\n return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\nconst triggerTransitionEnd = element => {\n element.dispatchEvent(new Event(TRANSITION_END));\n};\nconst isElement = object => {\n if (!object || typeof object !== 'object') {\n return false;\n }\n if (typeof object.jquery !== 'undefined') {\n object = object[0];\n }\n return typeof object.nodeType !== 'undefined';\n};\nconst getElement = object => {\n // it's a jQuery object or a node element\n if (isElement(object)) {\n return object.jquery ? object[0] : object;\n }\n if (typeof object === 'string' && object.length > 0) {\n return document.querySelector(parseSelector(object));\n }\n return null;\n};\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false;\n }\n const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible';\n // Handle `details` element as its content may falsie appear visible when it is closed\n const closedDetails = element.closest('details:not([open])');\n if (!closedDetails) {\n return elementIsVisible;\n }\n if (closedDetails !== element) {\n const summary = element.closest('summary');\n if (summary && summary.parentNode !== closedDetails) {\n return false;\n }\n if (summary === null) {\n return false;\n }\n }\n return elementIsVisible;\n};\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true;\n }\n if (element.classList.contains('disabled')) {\n return true;\n }\n if (typeof element.disabled !== 'undefined') {\n return element.disabled;\n }\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null;\n }\n\n // Can find the shadow root otherwise it'll return the document\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode();\n return root instanceof ShadowRoot ? root : null;\n }\n if (element instanceof ShadowRoot) {\n return element;\n }\n\n // when we don't find a shadow root\n if (!element.parentNode) {\n return null;\n }\n return findShadowRoot(element.parentNode);\n};\nconst noop = () => {};\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\nconst getjQuery = () => {\n if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return window.jQuery;\n }\n return null;\n};\nconst DOMContentLoadedCallbacks = [];\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n for (const callback of DOMContentLoadedCallbacks) {\n callback();\n }\n });\n }\n DOMContentLoadedCallbacks.push(callback);\n } else {\n callback();\n }\n};\nconst isRTL = () => document.documentElement.dir === 'rtl';\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery();\n /* istanbul ignore if */\n if ($) {\n const name = plugin.NAME;\n const JQUERY_NO_CONFLICT = $.fn[name];\n $.fn[name] = plugin.jQueryInterface;\n $.fn[name].Constructor = plugin;\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT;\n return plugin.jQueryInterface;\n };\n }\n });\n};\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue;\n};\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback);\n return;\n }\n const durationPadding = 5;\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n let called = false;\n const handler = ({\n target\n }) => {\n if (target !== transitionElement) {\n return;\n }\n called = true;\n transitionElement.removeEventListener(TRANSITION_END, handler);\n execute(callback);\n };\n transitionElement.addEventListener(TRANSITION_END, handler);\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement);\n }\n }, emulatedDuration);\n};\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n const listLength = list.length;\n let index = list.indexOf(activeElement);\n\n // if the element does not exist in the list return an element\n // depending on the direction and if cycle is allowed\n if (index === -1) {\n return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n }\n index += shouldGetNext ? 1 : -1;\n if (isCycleAllowed) {\n index = (index + listLength) % listLength;\n }\n return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\nlet uidEvent = 1;\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\nfunction getElementEvents(element) {\n const uid = makeEventUid(element);\n element.uidEvent = uid;\n eventRegistry[uid] = eventRegistry[uid] || {};\n return eventRegistry[uid];\n}\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n hydrateObj(event, {\n delegateTarget: element\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn);\n }\n return fn.apply(element, [event]);\n };\n}\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector);\n for (let {\n target\n } = event; target && target !== this; target = target.parentNode) {\n for (const domElement of domElements) {\n if (domElement !== target) {\n continue;\n }\n hydrateObj(event, {\n delegateTarget: target\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, selector, fn);\n }\n return fn.apply(target, [event]);\n }\n }\n };\n}\nfunction findHandler(events, callable, delegationSelector = null) {\n return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n const isDelegated = typeof handler === 'string';\n // TODO: tooltip passes `false` instead of selector, so we need to check\n const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n let typeEvent = getTypeEvent(originalTypeEvent);\n if (!nativeEvents.has(typeEvent)) {\n typeEvent = originalTypeEvent;\n }\n return [isDelegated, callable, typeEvent];\n}\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n\n // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n if (originalTypeEvent in customEvents) {\n const wrapFunction = fn => {\n return function (event) {\n if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n return fn.call(this, event);\n }\n };\n };\n callable = wrapFunction(callable);\n }\n const events = getElementEvents(element);\n const handlers = events[typeEvent] || (events[typeEvent] = {});\n const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n if (previousFunction) {\n previousFunction.oneOff = previousFunction.oneOff && oneOff;\n return;\n }\n const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n fn.delegationSelector = isDelegated ? handler : null;\n fn.callable = callable;\n fn.oneOff = oneOff;\n fn.uidEvent = uid;\n handlers[uid] = fn;\n element.addEventListener(typeEvent, fn, isDelegated);\n}\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector);\n if (!fn) {\n return;\n }\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n delete events[typeEvent][fn.uidEvent];\n}\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {};\n for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n if (handlerKey.includes(namespace)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n}\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '');\n return customEvents[event] || event;\n}\nconst EventHandler = {\n on(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, false);\n },\n one(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, true);\n },\n off(element, originalTypeEvent, handler, delegationFunction) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n const inNamespace = typeEvent !== originalTypeEvent;\n const events = getElementEvents(element);\n const storeElementEvent = events[typeEvent] || {};\n const isNamespace = originalTypeEvent.startsWith('.');\n if (typeof callable !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!Object.keys(storeElementEvent).length) {\n return;\n }\n removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n return;\n }\n if (isNamespace) {\n for (const elementEvent of Object.keys(events)) {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n }\n }\n for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n const handlerKey = keyHandlers.replace(stripUidRegex, '');\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n },\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null;\n }\n const $ = getjQuery();\n const typeEvent = getTypeEvent(event);\n const inNamespace = event !== typeEvent;\n let jQueryEvent = null;\n let bubbles = true;\n let nativeDispatch = true;\n let defaultPrevented = false;\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args);\n $(element).trigger(jQueryEvent);\n bubbles = !jQueryEvent.isPropagationStopped();\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n defaultPrevented = jQueryEvent.isDefaultPrevented();\n }\n const evt = hydrateObj(new Event(event, {\n bubbles,\n cancelable: true\n }), args);\n if (defaultPrevented) {\n evt.preventDefault();\n }\n if (nativeDispatch) {\n element.dispatchEvent(evt);\n }\n if (evt.defaultPrevented && jQueryEvent) {\n jQueryEvent.preventDefault();\n }\n return evt;\n }\n};\nfunction hydrateObj(obj, meta = {}) {\n for (const [key, value] of Object.entries(meta)) {\n try {\n obj[key] = value;\n } catch (_unused) {\n Object.defineProperty(obj, key, {\n configurable: true,\n get() {\n return value;\n }\n });\n }\n }\n return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n if (value === 'true') {\n return true;\n }\n if (value === 'false') {\n return false;\n }\n if (value === Number(value).toString()) {\n return Number(value);\n }\n if (value === '' || value === 'null') {\n return null;\n }\n if (typeof value !== 'string') {\n return value;\n }\n try {\n return JSON.parse(decodeURIComponent(value));\n } catch (_unused) {\n return value;\n }\n}\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n },\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n },\n getDataAttributes(element) {\n if (!element) {\n return {};\n }\n const attributes = {};\n const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n for (const key of bsKeys) {\n let pureKey = key.replace(/^bs/, '');\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n attributes[pureKey] = normalizeData(element.dataset[key]);\n }\n return attributes;\n },\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Class definition\n */\n\nclass Config {\n // Getters\n static get Default() {\n return {};\n }\n static get DefaultType() {\n return {};\n }\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!');\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n return config;\n }\n _mergeConfigObj(config, element) {\n const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n return {\n ...this.constructor.Default,\n ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n ...(typeof config === 'object' ? config : {})\n };\n }\n _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n for (const [property, expectedTypes] of Object.entries(configTypes)) {\n const value = config[property];\n const valueType = isElement(value) ? 'element' : toType(value);\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n }\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.3';\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n constructor(element, config) {\n super();\n element = getElement(element);\n if (!element) {\n return;\n }\n this._element = element;\n this._config = this._getConfig(config);\n Data.set(this._element, this.constructor.DATA_KEY, this);\n }\n\n // Public\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY);\n EventHandler.off(this._element, this.constructor.EVENT_KEY);\n for (const propertyName of Object.getOwnPropertyNames(this)) {\n this[propertyName] = null;\n }\n }\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated);\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config, this._element);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n\n // Static\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY);\n }\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n }\n static get VERSION() {\n return VERSION;\n }\n static get DATA_KEY() {\n return `bs.${this.NAME}`;\n }\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`;\n }\n static eventName(name) {\n return `${name}${this.EVENT_KEY}`;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst getSelector = element => {\n let selector = element.getAttribute('data-bs-target');\n if (!selector || selector === '#') {\n let hrefAttribute = element.getAttribute('href');\n\n // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n // `document.querySelector` will rightfully complain it is invalid.\n // See https://github.com/twbs/bootstrap/issues/32273\n if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n return null;\n }\n\n // Just in case some CMS puts out a full URL with the anchor appended\n if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n }\n selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null;\n }\n return selector ? selector.split(',').map(sel => parseSelector(sel)).join(',') : null;\n};\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n },\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector);\n },\n children(element, selector) {\n return [].concat(...element.children).filter(child => child.matches(selector));\n },\n parents(element, selector) {\n const parents = [];\n let ancestor = element.parentNode.closest(selector);\n while (ancestor) {\n parents.push(ancestor);\n ancestor = ancestor.parentNode.closest(selector);\n }\n return parents;\n },\n prev(element, selector) {\n let previous = element.previousElementSibling;\n while (previous) {\n if (previous.matches(selector)) {\n return [previous];\n }\n previous = previous.previousElementSibling;\n }\n return [];\n },\n // TODO: this is now unused; remove later along with prev()\n next(element, selector) {\n let next = element.nextElementSibling;\n while (next) {\n if (next.matches(selector)) {\n return [next];\n }\n next = next.nextElementSibling;\n }\n return [];\n },\n focusableChildren(element) {\n const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n },\n getSelectorFromElement(element) {\n const selector = getSelector(element);\n if (selector) {\n return SelectorEngine.findOne(selector) ? selector : null;\n }\n return null;\n },\n getElementFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.findOne(selector) : null;\n },\n getMultipleElementsFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.find(selector) : [];\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n const name = component.NAME;\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`);\n const instance = component.getOrCreateInstance(target);\n\n // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n instance[method]();\n });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$f;\n }\n\n // Public\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n if (closeEvent.defaultPrevented) {\n return;\n }\n this._element.classList.remove(CLASS_NAME_SHOW$8);\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n }\n\n // Private\n _destroyElement() {\n this._element.remove();\n EventHandler.trigger(this._element, EVENT_CLOSED);\n this.dispose();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close');\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$e;\n }\n\n // Public\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this);\n if (config === 'toggle') {\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n event.preventDefault();\n const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n const data = Button.getOrCreateInstance(button);\n data.toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n endCallback: null,\n leftCallback: null,\n rightCallback: null\n};\nconst DefaultType$c = {\n endCallback: '(function|null)',\n leftCallback: '(function|null)',\n rightCallback: '(function|null)'\n};\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n constructor(element, config) {\n super();\n this._element = element;\n if (!element || !Swipe.isSupported()) {\n return;\n }\n this._config = this._getConfig(config);\n this._deltaX = 0;\n this._supportPointerEvents = Boolean(window.PointerEvent);\n this._initEvents();\n }\n\n // Getters\n static get Default() {\n return Default$c;\n }\n static get DefaultType() {\n return DefaultType$c;\n }\n static get NAME() {\n return NAME$d;\n }\n\n // Public\n dispose() {\n EventHandler.off(this._element, EVENT_KEY$9);\n }\n\n // Private\n _start(event) {\n if (!this._supportPointerEvents) {\n this._deltaX = event.touches[0].clientX;\n return;\n }\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX;\n }\n }\n _end(event) {\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX - this._deltaX;\n }\n this._handleSwipe();\n execute(this._config.endCallback);\n }\n _move(event) {\n this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n }\n _handleSwipe() {\n const absDeltaX = Math.abs(this._deltaX);\n if (absDeltaX <= SWIPE_THRESHOLD) {\n return;\n }\n const direction = absDeltaX / this._deltaX;\n this._deltaX = 0;\n if (!direction) {\n return;\n }\n execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n }\n _initEvents() {\n if (this._supportPointerEvents) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n }\n }\n _eventIsPointerPenTouch(event) {\n return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n }\n\n // Static\n static isSupported() {\n return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n interval: 5000,\n keyboard: true,\n pause: 'hover',\n ride: false,\n touch: true,\n wrap: true\n};\nconst DefaultType$b = {\n interval: '(number|boolean)',\n // TODO:v6 remove boolean support\n keyboard: 'boolean',\n pause: '(string|boolean)',\n ride: '(boolean|string)',\n touch: 'boolean',\n wrap: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._interval = null;\n this._activeElement = null;\n this._isSliding = false;\n this.touchTimeout = null;\n this._swipeHelper = null;\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n this._addEventListeners();\n if (this._config.ride === CLASS_NAME_CAROUSEL) {\n this.cycle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$b;\n }\n static get DefaultType() {\n return DefaultType$b;\n }\n static get NAME() {\n return NAME$c;\n }\n\n // Public\n next() {\n this._slide(ORDER_NEXT);\n }\n nextWhenVisible() {\n // FIXME TODO use `document.visibilityState`\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next();\n }\n }\n prev() {\n this._slide(ORDER_PREV);\n }\n pause() {\n if (this._isSliding) {\n triggerTransitionEnd(this._element);\n }\n this._clearInterval();\n }\n cycle() {\n this._clearInterval();\n this._updateInterval();\n this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n }\n _maybeEnableCycle() {\n if (!this._config.ride) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n return;\n }\n this.cycle();\n }\n to(index) {\n const items = this._getItems();\n if (index > items.length - 1 || index < 0) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n return;\n }\n const activeIndex = this._getItemIndex(this._getActive());\n if (activeIndex === index) {\n return;\n }\n const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n this._slide(order, items[index]);\n }\n dispose() {\n if (this._swipeHelper) {\n this._swipeHelper.dispose();\n }\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n config.defaultInterval = config.interval;\n return config;\n }\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n }\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n }\n if (this._config.touch && Swipe.isSupported()) {\n this._addTouchEventListeners();\n }\n }\n _addTouchEventListeners() {\n for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n }\n const endCallBack = () => {\n if (this._config.pause !== 'hover') {\n return;\n }\n\n // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n this.pause();\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout);\n }\n this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n };\n const swipeConfig = {\n leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n endCallback: endCallBack\n };\n this._swipeHelper = new Swipe(this._element, swipeConfig);\n }\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return;\n }\n const direction = KEY_TO_DIRECTION[event.key];\n if (direction) {\n event.preventDefault();\n this._slide(this._directionToOrder(direction));\n }\n }\n _getItemIndex(element) {\n return this._getItems().indexOf(element);\n }\n _setActiveIndicatorElement(index) {\n if (!this._indicatorsElement) {\n return;\n }\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n activeIndicator.removeAttribute('aria-current');\n const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n if (newActiveIndicator) {\n newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n newActiveIndicator.setAttribute('aria-current', 'true');\n }\n }\n _updateInterval() {\n const element = this._activeElement || this._getActive();\n if (!element) {\n return;\n }\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n this._config.interval = elementInterval || this._config.defaultInterval;\n }\n _slide(order, element = null) {\n if (this._isSliding) {\n return;\n }\n const activeElement = this._getActive();\n const isNext = order === ORDER_NEXT;\n const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n if (nextElement === activeElement) {\n return;\n }\n const nextElementIndex = this._getItemIndex(nextElement);\n const triggerEvent = eventName => {\n return EventHandler.trigger(this._element, eventName, {\n relatedTarget: nextElement,\n direction: this._orderToDirection(order),\n from: this._getItemIndex(activeElement),\n to: nextElementIndex\n });\n };\n const slideEvent = triggerEvent(EVENT_SLIDE);\n if (slideEvent.defaultPrevented) {\n return;\n }\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n // TODO: change tests that use empty divs to avoid this check\n return;\n }\n const isCycling = Boolean(this._interval);\n this.pause();\n this._isSliding = true;\n this._setActiveIndicatorElement(nextElementIndex);\n this._activeElement = nextElement;\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n nextElement.classList.add(orderClassName);\n reflow(nextElement);\n activeElement.classList.add(directionalClassName);\n nextElement.classList.add(directionalClassName);\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName);\n nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n this._isSliding = false;\n triggerEvent(EVENT_SLID);\n };\n this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n if (isCycling) {\n this.cycle();\n }\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_SLIDE);\n }\n _getActive() {\n return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n }\n _getItems() {\n return SelectorEngine.find(SELECTOR_ITEM, this._element);\n }\n _clearInterval() {\n if (this._interval) {\n clearInterval(this._interval);\n this._interval = null;\n }\n }\n _directionToOrder(direction) {\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n }\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n }\n _orderToDirection(order) {\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n }\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Carousel.getOrCreateInstance(this, config);\n if (typeof config === 'number') {\n data.to(config);\n return;\n }\n if (typeof config === 'string') {\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return;\n }\n event.preventDefault();\n const carousel = Carousel.getOrCreateInstance(target);\n const slideIndex = this.getAttribute('data-bs-slide-to');\n if (slideIndex) {\n carousel.to(slideIndex);\n carousel._maybeEnableCycle();\n return;\n }\n if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n carousel.next();\n carousel._maybeEnableCycle();\n return;\n }\n carousel.prev();\n carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n for (const carousel of carousels) {\n Carousel.getOrCreateInstance(carousel);\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n parent: null,\n toggle: true\n};\nconst DefaultType$a = {\n parent: '(null|element)',\n toggle: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isTransitioning = false;\n this._triggerArray = [];\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n for (const elem of toggleList) {\n const selector = SelectorEngine.getSelectorFromElement(elem);\n const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n if (selector !== null && filterElement.length) {\n this._triggerArray.push(elem);\n }\n }\n this._initializeChildren();\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n }\n if (this._config.toggle) {\n this.toggle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$a;\n }\n static get DefaultType() {\n return DefaultType$a;\n }\n static get NAME() {\n return NAME$b;\n }\n\n // Public\n toggle() {\n if (this._isShown()) {\n this.hide();\n } else {\n this.show();\n }\n }\n show() {\n if (this._isTransitioning || this._isShown()) {\n return;\n }\n let activeChildren = [];\n\n // find active children\n if (this._config.parent) {\n activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n toggle: false\n }));\n }\n if (activeChildren.length && activeChildren[0]._isTransitioning) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n for (const activeInstance of activeChildren) {\n activeInstance.hide();\n }\n const dimension = this._getDimension();\n this._element.classList.remove(CLASS_NAME_COLLAPSE);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.style[dimension] = 0;\n this._addAriaAndCollapsedClass(this._triggerArray, true);\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n this._element.style[dimension] = '';\n EventHandler.trigger(this._element, EVENT_SHOWN$6);\n };\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n const scrollSize = `scroll${capitalizedDimension}`;\n this._queueCallback(complete, this._element, true);\n this._element.style[dimension] = `${this._element[scrollSize]}px`;\n }\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n const dimension = this._getDimension();\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n for (const trigger of this._triggerArray) {\n const element = SelectorEngine.getElementFromSelector(trigger);\n if (element && !this._isShown(element)) {\n this._addAriaAndCollapsedClass([trigger], false);\n }\n }\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE);\n EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n };\n this._element.style[dimension] = '';\n this._queueCallback(complete, this._element, true);\n }\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW$7);\n }\n\n // Private\n _configAfterMerge(config) {\n config.toggle = Boolean(config.toggle); // Coerce string values\n config.parent = getElement(config.parent);\n return config;\n }\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n }\n _initializeChildren() {\n if (!this._config.parent) {\n return;\n }\n const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n for (const element of children) {\n const selected = SelectorEngine.getElementFromSelector(element);\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected));\n }\n }\n }\n _getFirstLevelChildren(selector) {\n const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent);\n // remove children if greater depth\n return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n }\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return;\n }\n for (const element of triggerArray) {\n element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n element.setAttribute('aria-expanded', isOpen);\n }\n }\n\n // Static\n static jQueryInterface(config) {\n const _config = {};\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false;\n }\n return this.each(function () {\n const data = Collapse.getOrCreateInstance(this, _config);\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n event.preventDefault();\n }\n for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n Collapse.getOrCreateInstance(element, {\n toggle: false\n }).toggle();\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n autoClose: true,\n boundary: 'clippingParents',\n display: 'dynamic',\n offset: [0, 2],\n popperConfig: null,\n reference: 'toggle'\n};\nconst DefaultType$9 = {\n autoClose: '(boolean|string)',\n boundary: '(string|element)',\n display: 'string',\n offset: '(array|string|function)',\n popperConfig: '(null|object|function)',\n reference: '(string|element|object)'\n};\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._popper = null;\n this._parent = this._element.parentNode; // dropdown wrapper\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n this._inNavbar = this._detectNavbar();\n }\n\n // Getters\n static get Default() {\n return Default$9;\n }\n static get DefaultType() {\n return DefaultType$9;\n }\n static get NAME() {\n return NAME$a;\n }\n\n // Public\n toggle() {\n return this._isShown() ? this.hide() : this.show();\n }\n show() {\n if (isDisabled(this._element) || this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n if (showEvent.defaultPrevented) {\n return;\n }\n this._createPopper();\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n this._element.focus();\n this._element.setAttribute('aria-expanded', true);\n this._menu.classList.add(CLASS_NAME_SHOW$6);\n this._element.classList.add(CLASS_NAME_SHOW$6);\n EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n }\n hide() {\n if (isDisabled(this._element) || !this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n this._completeHide(relatedTarget);\n }\n dispose() {\n if (this._popper) {\n this._popper.destroy();\n }\n super.dispose();\n }\n update() {\n this._inNavbar = this._detectNavbar();\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Private\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n if (this._popper) {\n this._popper.destroy();\n }\n this._menu.classList.remove(CLASS_NAME_SHOW$6);\n this._element.classList.remove(CLASS_NAME_SHOW$6);\n this._element.setAttribute('aria-expanded', 'false');\n Manipulator.removeDataAttribute(this._menu, 'popper');\n EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n }\n _getConfig(config) {\n config = super._getConfig(config);\n if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n }\n return config;\n }\n _createPopper() {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n }\n let referenceElement = this._element;\n if (this._config.reference === 'parent') {\n referenceElement = this._parent;\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference);\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference;\n }\n const popperConfig = this._getPopperConfig();\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n }\n _isShown() {\n return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n }\n _getPlacement() {\n const parentDropdown = this._parent;\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n return PLACEMENT_TOPCENTER;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n return PLACEMENT_BOTTOMCENTER;\n }\n\n // We need to trim the value because custom properties can also include spaces\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n }\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n }\n _detectNavbar() {\n return this._element.closest(SELECTOR_NAVBAR) !== null;\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n };\n\n // Disable Popper if we have a static display or Dropdown is in Navbar\n if (this._inNavbar || this._config.display === 'static') {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // TODO: v6 remove\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }];\n }\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _selectMenuItem({\n key,\n target\n }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n if (!items.length) {\n return;\n }\n\n // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n static clearMenus(event) {\n if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n return;\n }\n const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n for (const toggle of openToggles) {\n const context = Dropdown.getInstance(toggle);\n if (!context || context._config.autoClose === false) {\n continue;\n }\n const composedPath = event.composedPath();\n const isMenuTarget = composedPath.includes(context._menu);\n if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n continue;\n }\n\n // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue;\n }\n const relatedTarget = {\n relatedTarget: context._element\n };\n if (event.type === 'click') {\n relatedTarget.clickEvent = event;\n }\n context._completeHide(relatedTarget);\n }\n }\n static dataApiKeydownHandler(event) {\n // If not an UP | DOWN | ESCAPE key => not a dropdown command\n // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n const isInput = /input|textarea/i.test(event.target.tagName);\n const isEscapeEvent = event.key === ESCAPE_KEY$2;\n const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n if (!isUpOrDownEvent && !isEscapeEvent) {\n return;\n }\n if (isInput && !isEscapeEvent) {\n return;\n }\n event.preventDefault();\n\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n const instance = Dropdown.getOrCreateInstance(getToggleButton);\n if (isUpOrDownEvent) {\n event.stopPropagation();\n instance.show();\n instance._selectMenuItem(event);\n return;\n }\n if (instance._isShown()) {\n // else is escape and we check if it is shown\n event.stopPropagation();\n instance.hide();\n getToggleButton.focus();\n }\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n event.preventDefault();\n Dropdown.getOrCreateInstance(this).toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n className: 'modal-backdrop',\n clickCallback: null,\n isAnimated: false,\n isVisible: true,\n // if false, we use the backdrop helper without adding any element to the dom\n rootElement: 'body' // give the choice to place backdrop under different elements\n};\nconst DefaultType$8 = {\n className: 'string',\n clickCallback: '(function|null)',\n isAnimated: 'boolean',\n isVisible: 'boolean',\n rootElement: '(element|string)'\n};\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isAppended = false;\n this._element = null;\n }\n\n // Getters\n static get Default() {\n return Default$8;\n }\n static get DefaultType() {\n return DefaultType$8;\n }\n static get NAME() {\n return NAME$9;\n }\n\n // Public\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._append();\n const element = this._getElement();\n if (this._config.isAnimated) {\n reflow(element);\n }\n element.classList.add(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n execute(callback);\n });\n }\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n this.dispose();\n execute(callback);\n });\n }\n dispose() {\n if (!this._isAppended) {\n return;\n }\n EventHandler.off(this._element, EVENT_MOUSEDOWN);\n this._element.remove();\n this._isAppended = false;\n }\n\n // Private\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div');\n backdrop.className = this._config.className;\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE$4);\n }\n this._element = backdrop;\n }\n return this._element;\n }\n _configAfterMerge(config) {\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement);\n return config;\n }\n _append() {\n if (this._isAppended) {\n return;\n }\n const element = this._getElement();\n this._config.rootElement.append(element);\n EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback);\n });\n this._isAppended = true;\n }\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n autofocus: true,\n trapElement: null // The element to trap focus inside of\n};\nconst DefaultType$7 = {\n autofocus: 'boolean',\n trapElement: 'element'\n};\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isActive = false;\n this._lastTabNavDirection = null;\n }\n\n // Getters\n static get Default() {\n return Default$7;\n }\n static get DefaultType() {\n return DefaultType$7;\n }\n static get NAME() {\n return NAME$8;\n }\n\n // Public\n activate() {\n if (this._isActive) {\n return;\n }\n if (this._config.autofocus) {\n this._config.trapElement.focus();\n }\n EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n this._isActive = true;\n }\n deactivate() {\n if (!this._isActive) {\n return;\n }\n this._isActive = false;\n EventHandler.off(document, EVENT_KEY$5);\n }\n\n // Private\n _handleFocusin(event) {\n const {\n trapElement\n } = this._config;\n if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n return;\n }\n const elements = SelectorEngine.focusableChildren(trapElement);\n if (elements.length === 0) {\n trapElement.focus();\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus();\n } else {\n elements[0].focus();\n }\n }\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return;\n }\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body;\n }\n\n // Public\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth;\n return Math.abs(window.innerWidth - documentWidth);\n }\n hide() {\n const width = this.getWidth();\n this._disableOverFlow();\n // give padding to element to balance the hidden scrollbar width\n this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n }\n reset() {\n this._resetElementAttributes(this._element, 'overflow');\n this._resetElementAttributes(this._element, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n }\n isOverflowing() {\n return this.getWidth() > 0;\n }\n\n // Private\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow');\n this._element.style.overflow = 'hidden';\n }\n _setElementAttributes(selector, styleProperty, callback) {\n const scrollbarWidth = this.getWidth();\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return;\n }\n this._saveInitialAttribute(element, styleProperty);\n const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _saveInitialAttribute(element, styleProperty) {\n const actualValue = element.style.getPropertyValue(styleProperty);\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProperty, actualValue);\n }\n }\n _resetElementAttributes(selector, styleProperty) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProperty);\n // We only want to remove the property if the value is `null`; the value can also be zero\n if (value === null) {\n element.style.removeProperty(styleProperty);\n return;\n }\n Manipulator.removeDataAttribute(element, styleProperty);\n element.style.setProperty(styleProperty, value);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector);\n return;\n }\n for (const sel of SelectorEngine.find(selector, this._element)) {\n callBack(sel);\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n backdrop: true,\n focus: true,\n keyboard: true\n};\nconst DefaultType$6 = {\n backdrop: '(boolean|string)',\n focus: 'boolean',\n keyboard: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._isShown = false;\n this._isTransitioning = false;\n this._scrollBar = new ScrollBarHelper();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$6;\n }\n static get DefaultType() {\n return DefaultType$6;\n }\n static get NAME() {\n return NAME$7;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._isTransitioning = true;\n this._scrollBar.hide();\n document.body.classList.add(CLASS_NAME_OPEN);\n this._adjustDialog();\n this._backdrop.show(() => this._showElement(relatedTarget));\n }\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._isShown = false;\n this._isTransitioning = true;\n this._focustrap.deactivate();\n this._element.classList.remove(CLASS_NAME_SHOW$4);\n this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n }\n dispose() {\n EventHandler.off(window, EVENT_KEY$4);\n EventHandler.off(this._dialog, EVENT_KEY$4);\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n handleUpdate() {\n this._adjustDialog();\n }\n\n // Private\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop),\n // 'static' option will be translated to true, and booleans will keep their value,\n isAnimated: this._isAnimated()\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _showElement(relatedTarget) {\n // try to append dynamic modal\n if (!document.body.contains(this._element)) {\n document.body.append(this._element);\n }\n this._element.style.display = 'block';\n this._element.removeAttribute('aria-hidden');\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.scrollTop = 0;\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n if (modalBody) {\n modalBody.scrollTop = 0;\n }\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_SHOW$4);\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate();\n }\n this._isTransitioning = false;\n EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n relatedTarget\n });\n };\n this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n if (event.key !== ESCAPE_KEY$1) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n this._triggerBackdropTransition();\n });\n EventHandler.on(window, EVENT_RESIZE$1, () => {\n if (this._isShown && !this._isTransitioning) {\n this._adjustDialog();\n }\n });\n EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n if (this._element !== event.target || this._element !== event2.target) {\n return;\n }\n if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition();\n return;\n }\n if (this._config.backdrop) {\n this.hide();\n }\n });\n });\n }\n _hideModal() {\n this._element.style.display = 'none';\n this._element.setAttribute('aria-hidden', true);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n this._isTransitioning = false;\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN);\n this._resetAdjustments();\n this._scrollBar.reset();\n EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n });\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE$3);\n }\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n if (hideEvent.defaultPrevented) {\n return;\n }\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const initialOverflowY = this._element.style.overflowY;\n // return if the following background transition hasn't yet completed\n if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n return;\n }\n if (!isModalOverflowing) {\n this._element.style.overflowY = 'hidden';\n }\n this._element.classList.add(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.classList.remove(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.style.overflowY = initialOverflowY;\n }, this._dialog);\n }, this._dialog);\n this._element.focus();\n }\n\n /**\n * The following methods are used to handle overflowing modals\n */\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const scrollbarWidth = this._scrollBar.getWidth();\n const isBodyOverflowing = scrollbarWidth > 0;\n if (isBodyOverflowing && !isModalOverflowing) {\n const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n if (!isBodyOverflowing && isModalOverflowing) {\n const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n }\n _resetAdjustments() {\n this._element.style.paddingLeft = '';\n this._element.style.paddingRight = '';\n }\n\n // Static\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](relatedTarget);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$4, () => {\n if (isVisible(this)) {\n this.focus();\n }\n });\n });\n\n // avoid conflict when clicking modal toggler while another one is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n if (alreadyOpen) {\n Modal.getInstance(alreadyOpen).hide();\n }\n const data = Modal.getOrCreateInstance(target);\n data.toggle(this);\n});\nenableDismissTrigger(Modal);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n backdrop: true,\n keyboard: true,\n scroll: false\n};\nconst DefaultType$5 = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n scroll: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isShown = false;\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$5;\n }\n static get DefaultType() {\n return DefaultType$5;\n }\n static get NAME() {\n return NAME$6;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._backdrop.show();\n if (!this._config.scroll) {\n new ScrollBarHelper().hide();\n }\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.classList.add(CLASS_NAME_SHOWING$1);\n const completeCallBack = () => {\n if (!this._config.scroll || this._config.backdrop) {\n this._focustrap.activate();\n }\n this._element.classList.add(CLASS_NAME_SHOW$3);\n this._element.classList.remove(CLASS_NAME_SHOWING$1);\n EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n relatedTarget\n });\n };\n this._queueCallback(completeCallBack, this._element, true);\n }\n hide() {\n if (!this._isShown) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._focustrap.deactivate();\n this._element.blur();\n this._isShown = false;\n this._element.classList.add(CLASS_NAME_HIDING);\n this._backdrop.hide();\n const completeCallback = () => {\n this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n if (!this._config.scroll) {\n new ScrollBarHelper().reset();\n }\n EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n };\n this._queueCallback(completeCallback, this._element, true);\n }\n dispose() {\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n\n // Private\n _initializeBackDrop() {\n const clickCallback = () => {\n if (this._config.backdrop === 'static') {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n this.hide();\n };\n\n // 'static' option will be translated to true, and booleans will keep their value\n const isVisible = Boolean(this._config.backdrop);\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: isVisible ? clickCallback : null\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (event.key !== ESCAPE_KEY) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n });\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$3, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus();\n }\n });\n\n // avoid conflict when clicking a toggler of an offcanvas, while another is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n if (alreadyOpen && alreadyOpen !== target) {\n Offcanvas.getInstance(alreadyOpen).hide();\n }\n const data = Offcanvas.getOrCreateInstance(target);\n data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n Offcanvas.getOrCreateInstance(selector).show();\n }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n if (getComputedStyle(element).position !== 'fixed') {\n Offcanvas.getOrCreateInstance(element).hide();\n }\n }\n});\nenableDismissTrigger(Offcanvas);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\nconst DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n dd: [],\n div: [],\n dl: [],\n dt: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n};\n// js-docs-end allow-list\n\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i;\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n const attributeName = attribute.nodeName.toLowerCase();\n if (allowedAttributeList.includes(attributeName)) {\n if (uriAttributes.has(attributeName)) {\n return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue));\n }\n return true;\n }\n\n // Check if a regular expression validates the attribute.\n return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n if (!unsafeHtml.length) {\n return unsafeHtml;\n }\n if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n return sanitizeFunction(unsafeHtml);\n }\n const domParser = new window.DOMParser();\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n for (const element of elements) {\n const elementName = element.nodeName.toLowerCase();\n if (!Object.keys(allowList).includes(elementName)) {\n element.remove();\n continue;\n }\n const attributeList = [].concat(...element.attributes);\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n for (const attribute of attributeList) {\n if (!allowedAttribute(attribute, allowedAttributes)) {\n element.removeAttribute(attribute.nodeName);\n }\n }\n }\n return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n allowList: DefaultAllowlist,\n content: {},\n // { selector : text , selector2 : text2 , }\n extraClass: '',\n html: false,\n sanitize: true,\n sanitizeFn: null,\n template: '
'\n};\nconst DefaultType$4 = {\n allowList: 'object',\n content: 'object',\n extraClass: '(string|function)',\n html: 'boolean',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n template: 'string'\n};\nconst DefaultContentType = {\n entry: '(string|element|function|null)',\n selector: '(string|element)'\n};\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n }\n\n // Getters\n static get Default() {\n return Default$4;\n }\n static get DefaultType() {\n return DefaultType$4;\n }\n static get NAME() {\n return NAME$5;\n }\n\n // Public\n getContent() {\n return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n }\n hasContent() {\n return this.getContent().length > 0;\n }\n changeContent(content) {\n this._checkContent(content);\n this._config.content = {\n ...this._config.content,\n ...content\n };\n return this;\n }\n toHtml() {\n const templateWrapper = document.createElement('div');\n templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n for (const [selector, text] of Object.entries(this._config.content)) {\n this._setContent(templateWrapper, text, selector);\n }\n const template = templateWrapper.children[0];\n const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n if (extraClass) {\n template.classList.add(...extraClass.split(' '));\n }\n return template;\n }\n\n // Private\n _typeCheckConfig(config) {\n super._typeCheckConfig(config);\n this._checkContent(config.content);\n }\n _checkContent(arg) {\n for (const [selector, content] of Object.entries(arg)) {\n super._typeCheckConfig({\n selector,\n entry: content\n }, DefaultContentType);\n }\n }\n _setContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template);\n if (!templateElement) {\n return;\n }\n content = this._resolvePossibleFunction(content);\n if (!content) {\n templateElement.remove();\n return;\n }\n if (isElement(content)) {\n this._putElementInTemplate(getElement(content), templateElement);\n return;\n }\n if (this._config.html) {\n templateElement.innerHTML = this._maybeSanitize(content);\n return;\n }\n templateElement.textContent = content;\n }\n _maybeSanitize(arg) {\n return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this]);\n }\n _putElementInTemplate(element, templateElement) {\n if (this._config.html) {\n templateElement.innerHTML = '';\n templateElement.append(element);\n return;\n }\n templateElement.textContent = element.textContent;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n allowList: DefaultAllowlist,\n animation: true,\n boundary: 'clippingParents',\n container: false,\n customClass: '',\n delay: 0,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n html: false,\n offset: [0, 6],\n placement: 'top',\n popperConfig: null,\n sanitize: true,\n sanitizeFn: null,\n selector: false,\n template: '
' + '
' + '
' + '
',\n title: '',\n trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n allowList: 'object',\n animation: 'boolean',\n boundary: '(string|element)',\n container: '(string|element|boolean)',\n customClass: '(string|function)',\n delay: '(number|object)',\n fallbackPlacements: 'array',\n html: 'boolean',\n offset: '(array|string|function)',\n placement: '(string|function)',\n popperConfig: '(null|object|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n selector: '(string|boolean)',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string'\n};\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n }\n super(element, config);\n\n // Private\n this._isEnabled = true;\n this._timeout = 0;\n this._isHovered = null;\n this._activeTrigger = {};\n this._popper = null;\n this._templateFactory = null;\n this._newContent = null;\n\n // Protected\n this.tip = null;\n this._setListeners();\n if (!this._config.selector) {\n this._fixTitle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$3;\n }\n static get DefaultType() {\n return DefaultType$3;\n }\n static get NAME() {\n return NAME$4;\n }\n\n // Public\n enable() {\n this._isEnabled = true;\n }\n disable() {\n this._isEnabled = false;\n }\n toggleEnabled() {\n this._isEnabled = !this._isEnabled;\n }\n toggle() {\n if (!this._isEnabled) {\n return;\n }\n this._activeTrigger.click = !this._activeTrigger.click;\n if (this._isShown()) {\n this._leave();\n return;\n }\n this._enter();\n }\n dispose() {\n clearTimeout(this._timeout);\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n if (this._element.getAttribute('data-bs-original-title')) {\n this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n }\n this._disposePopper();\n super.dispose();\n }\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements');\n }\n if (!(this._isWithContent() && this._isEnabled)) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n const shadowRoot = findShadowRoot(this._element);\n const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n if (showEvent.defaultPrevented || !isInTheDom) {\n return;\n }\n\n // TODO: v6 remove this or make it optional\n this._disposePopper();\n const tip = this._getTipElement();\n this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n const {\n container\n } = this._config;\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip);\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n }\n this._popper = this._createPopper(tip);\n tip.classList.add(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n const complete = () => {\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n if (this._isHovered === false) {\n this._leave();\n }\n this._isHovered = false;\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n hide() {\n if (!this._isShown()) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n if (hideEvent.defaultPrevented) {\n return;\n }\n const tip = this._getTipElement();\n tip.classList.remove(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n this._activeTrigger[TRIGGER_CLICK] = false;\n this._activeTrigger[TRIGGER_FOCUS] = false;\n this._activeTrigger[TRIGGER_HOVER] = false;\n this._isHovered = null; // it is a trick to support manual triggering\n\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return;\n }\n if (!this._isHovered) {\n this._disposePopper();\n }\n this._element.removeAttribute('aria-describedby');\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n update() {\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Protected\n _isWithContent() {\n return Boolean(this._getTitle());\n }\n _getTipElement() {\n if (!this.tip) {\n this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n }\n return this.tip;\n }\n _createTipElement(content) {\n const tip = this._getTemplateFactory(content).toHtml();\n\n // TODO: remove this check in v6\n if (!tip) {\n return null;\n }\n tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2);\n // TODO: v6 the following can be achieved with CSS only\n tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n const tipId = getUID(this.constructor.NAME).toString();\n tip.setAttribute('id', tipId);\n if (this._isAnimated()) {\n tip.classList.add(CLASS_NAME_FADE$2);\n }\n return tip;\n }\n setContent(content) {\n this._newContent = content;\n if (this._isShown()) {\n this._disposePopper();\n this.show();\n }\n }\n _getTemplateFactory(content) {\n if (this._templateFactory) {\n this._templateFactory.changeContent(content);\n } else {\n this._templateFactory = new TemplateFactory({\n ...this._config,\n // the `content` var has to be after `this._config`\n // to override config.content in case of popover\n content,\n extraClass: this._resolvePossibleFunction(this._config.customClass)\n });\n }\n return this._templateFactory;\n }\n _getContentForTemplate() {\n return {\n [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n };\n }\n _getTitle() {\n return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n }\n\n // Private\n _initializeOnDelegatedTarget(event) {\n return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n }\n _isAnimated() {\n return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n }\n _isShown() {\n return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n }\n _createPopper(tip) {\n const placement = execute(this._config.placement, [this, tip, this._element]);\n const attachment = AttachmentMap[placement.toUpperCase()];\n return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this._element]);\n }\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [{\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }, {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n }, {\n name: 'preSetPlacement',\n enabled: true,\n phase: 'beforeMain',\n fn: data => {\n // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n }\n }]\n };\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _setListeners() {\n const triggers = this._config.trigger.split(' ');\n for (const trigger of triggers) {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context.toggle();\n });\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n EventHandler.on(this._element, eventIn, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n context._enter();\n });\n EventHandler.on(this._element, eventOut, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n context._leave();\n });\n }\n }\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide();\n }\n };\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n }\n _fixTitle() {\n const title = this._element.getAttribute('title');\n if (!title) {\n return;\n }\n if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n this._element.setAttribute('aria-label', title);\n }\n this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n this._element.removeAttribute('title');\n }\n _enter() {\n if (this._isShown() || this._isHovered) {\n this._isHovered = true;\n return;\n }\n this._isHovered = true;\n this._setTimeout(() => {\n if (this._isHovered) {\n this.show();\n }\n }, this._config.delay.show);\n }\n _leave() {\n if (this._isWithActiveTrigger()) {\n return;\n }\n this._isHovered = false;\n this._setTimeout(() => {\n if (!this._isHovered) {\n this.hide();\n }\n }, this._config.delay.hide);\n }\n _setTimeout(handler, timeout) {\n clearTimeout(this._timeout);\n this._timeout = setTimeout(handler, timeout);\n }\n _isWithActiveTrigger() {\n return Object.values(this._activeTrigger).includes(true);\n }\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element);\n for (const dataAttribute of Object.keys(dataAttributes)) {\n if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n delete dataAttributes[dataAttribute];\n }\n }\n config = {\n ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n };\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n config.container = config.container === false ? document.body : getElement(config.container);\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n };\n }\n if (typeof config.title === 'number') {\n config.title = config.title.toString();\n }\n if (typeof config.content === 'number') {\n config.content = config.content.toString();\n }\n return config;\n }\n _getDelegateConfig() {\n const config = {};\n for (const [key, value] of Object.entries(this._config)) {\n if (this.constructor.Default[key] !== value) {\n config[key] = value;\n }\n }\n config.selector = false;\n config.trigger = 'manual';\n\n // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n return config;\n }\n _disposePopper() {\n if (this._popper) {\n this._popper.destroy();\n this._popper = null;\n }\n if (this.tip) {\n this.tip.remove();\n this.tip = null;\n }\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = {\n ...Tooltip.Default,\n content: '',\n offset: [0, 8],\n placement: 'right',\n template: '
' + '
' + '

' + '
' + '
',\n trigger: 'click'\n};\nconst DefaultType$2 = {\n ...Tooltip.DefaultType,\n content: '(null|string|element|function)'\n};\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n // Getters\n static get Default() {\n return Default$2;\n }\n static get DefaultType() {\n return DefaultType$2;\n }\n static get NAME() {\n return NAME$3;\n }\n\n // Overrides\n _isWithContent() {\n return this._getTitle() || this._getContent();\n }\n\n // Private\n _getContentForTemplate() {\n return {\n [SELECTOR_TITLE]: this._getTitle(),\n [SELECTOR_CONTENT]: this._getContent()\n };\n }\n _getContent() {\n return this._resolvePossibleFunction(this._config.content);\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n offset: null,\n // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: '0px 0px -25%',\n smoothScroll: false,\n target: null,\n threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n offset: '(number|null)',\n // TODO v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: 'string',\n smoothScroll: 'boolean',\n target: 'element',\n threshold: 'array'\n};\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n\n // this._element is the observablesContainer and config.target the menu links wrapper\n this._targetLinks = new Map();\n this._observableSections = new Map();\n this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n this._activeTarget = null;\n this._observer = null;\n this._previousScrollData = {\n visibleEntryTop: 0,\n parentScrollTop: 0\n };\n this.refresh(); // initialize\n }\n\n // Getters\n static get Default() {\n return Default$1;\n }\n static get DefaultType() {\n return DefaultType$1;\n }\n static get NAME() {\n return NAME$2;\n }\n\n // Public\n refresh() {\n this._initializeTargetsAndObservables();\n this._maybeEnableSmoothScroll();\n if (this._observer) {\n this._observer.disconnect();\n } else {\n this._observer = this._getNewObserver();\n }\n for (const section of this._observableSections.values()) {\n this._observer.observe(section);\n }\n }\n dispose() {\n this._observer.disconnect();\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n config.target = getElement(config.target) || document.body;\n\n // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n if (typeof config.threshold === 'string') {\n config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n }\n return config;\n }\n _maybeEnableSmoothScroll() {\n if (!this._config.smoothScroll) {\n return;\n }\n\n // unregister any previous listeners\n EventHandler.off(this._config.target, EVENT_CLICK);\n EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n const observableSection = this._observableSections.get(event.target.hash);\n if (observableSection) {\n event.preventDefault();\n const root = this._rootElement || window;\n const height = observableSection.offsetTop - this._element.offsetTop;\n if (root.scrollTo) {\n root.scrollTo({\n top: height,\n behavior: 'smooth'\n });\n return;\n }\n\n // Chrome 60 doesn't support `scrollTo`\n root.scrollTop = height;\n }\n });\n }\n _getNewObserver() {\n const options = {\n root: this._rootElement,\n threshold: this._config.threshold,\n rootMargin: this._config.rootMargin\n };\n return new IntersectionObserver(entries => this._observerCallback(entries), options);\n }\n\n // The logic of selection\n _observerCallback(entries) {\n const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n const activate = entry => {\n this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n this._process(targetElement(entry));\n };\n const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n this._previousScrollData.parentScrollTop = parentScrollTop;\n for (const entry of entries) {\n if (!entry.isIntersecting) {\n this._activeTarget = null;\n this._clearActiveClass(targetElement(entry));\n continue;\n }\n const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop;\n // if we are scrolling down, pick the bigger offsetTop\n if (userScrollsDown && entryIsLowerThanPrevious) {\n activate(entry);\n // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n if (!parentScrollTop) {\n return;\n }\n continue;\n }\n\n // if we are scrolling up, pick the smallest offsetTop\n if (!userScrollsDown && !entryIsLowerThanPrevious) {\n activate(entry);\n }\n }\n }\n _initializeTargetsAndObservables() {\n this._targetLinks = new Map();\n this._observableSections = new Map();\n const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n for (const anchor of targetLinks) {\n // ensure that the anchor has an id and is not disabled\n if (!anchor.hash || isDisabled(anchor)) {\n continue;\n }\n const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element);\n\n // ensure that the observableSection exists & is visible\n if (isVisible(observableSection)) {\n this._targetLinks.set(decodeURI(anchor.hash), anchor);\n this._observableSections.set(anchor.hash, observableSection);\n }\n }\n }\n _process(target) {\n if (this._activeTarget === target) {\n return;\n }\n this._clearActiveClass(this._config.target);\n this._activeTarget = target;\n target.classList.add(CLASS_NAME_ACTIVE$1);\n this._activateParents(target);\n EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n relatedTarget: target\n });\n }\n _activateParents(target) {\n // Activate dropdown parents\n if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n return;\n }\n for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n // Set triggered links parents as active\n // With both