victormiller
commited on
Commit
•
582aa80
1
Parent(s):
1c44cf6
Update results.py
Browse files- results.py +44 -62
results.py
CHANGED
@@ -87,68 +87,8 @@ fig.update_layout(
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Perplexity_Across_Different_years_graph = fig
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data = {
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"2014": {
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[0.027015250544662334, 0.10370370370370363, 0.15686274509803919],
|
127 |
-
},
|
128 |
-
"2023": {
|
129 |
-
"x": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300],
|
130 |
-
"y": [15.4293630385597, 14.827776633211421, 14.600432832118155, 14.43330043760322, 14.30586483681026, 14.203397641081045, 14.140361413924607, 14.101673126860582, 14.05840021694595, 14.033693337279875, 13.990003714671388, 14.001106927608756, 13.982387676044238, 13.960424890216352, 13.941694305252629, 13.928958405693843, 13.922871327026984, 13.90749356497257, 13.883187320364065, 13.870538613453949, 13.853682922141118, 13.839326154723096, 13.841949693311191, 13.851284862386178, 13.853606323578846, 13.851840301257587, 13.86166226046842, 13.872513892742713, 13.867295530090015, 13.870385212514083, 13.868578068850889, 13.848685425568009, 13.838736750620761, 13.825182992628129, 13.795340100698754, 13.809629502148145, 13.767911089744738, 13.75599639262174, 13.75925151191706, 13.751975433642748, 13.731931931502134, 13.714316407794309, 13.730848265421725, 13.681606796845, 13.670846152397202, 13.685040324991581, 13.687292733648798, 13.645627677729081, 13.635021438002346, 13.670103747374988, 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13.595296717779055, 13.618520397945241, 13.619083853308746, 13.549404239296155, 13.515187660214737, 13.728226318739061, 13.618609127026419, 13.638021829042664, 13.684199453984574, 13.707676555543845, 13.541617144639595, 13.703834138276244, 13.519323579997998, 13.6031555746482, 13.56414632339735, 13.711610914557605, 13.529701508251849, 13.631734977501925, 13.657120297408555, 13.58489249685537, 13.64403630157245, 13.608235747585796, 13.512110498832085, 13.846959297419959, 13.488917791046676, 13.696834245583917, 13.61507766454769, 13.565377802829648, 13.790197786574588, 13.564346823139237, 13.5342157764538, 13.65148446769962, 13.570646849759997, 13.538878864721305, 13.608980817839505, 13.664477237928127, 13.532411719398455, 13.737437273256564, 13.519816331488395, 13.764368990604515, 13.653588472445573, 13.5302540795639, 13.57561188810073, 13.647608383912683, 13.728643890026184, 13.710097008284352, 13.75589344505474, 13.682502650080487, 13.684339202206958, 13.86749342599449, 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13.890948305458895, 14.038907287423818, 13.298757873288494, 14.037824844116592, 14.162250808384407, 13.947058195824253, 13.806653590867487, 13.980386450979841, 13.667273172120268, 14.201737731565034, 14.447849496372461, 14.018697147254176, 14.002315381014313, 14.15231239942244, 13.73719042552595, 14.033594655653038, 14.03087108296539, 13.782578520604822, 13.660908086958573, 14.205910336717215, 13.930322566343703, 14.300591211697906, 13.808749910964323, 13.8076208806989, 14.169819824542373, 14.067537576689853, 14.306124453553517, 13.56827905088618, 13.592634469105525, 13.789396713937975, 13.853464456609156, 13.855768885291056, 13.710464058237172, 13.641314331273772, 14.295528532894258, 14.04977108393012, 14.153384726345907, 13.385524853965638, 13.484650040422745, 13.831061312642468, 14.15298734516191, 14.20289531849528, 14.116529526532855, 13.767652893233096, 13.715924776449405, 14.649027392365024, 13.603310028324861, 14.10228343978809, 13.704762155010586, 13.731715455443299]], [0.0, 0.0, 0.0],
|
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},
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}
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for year, year_data in data.items():
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fig.add_trace(go.Scatter(
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x=year_data['x'],
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y=year_data['y'],
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mode='lines+markers',
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name=f"Year {year}",
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line_shape='linear'
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))
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# Update layout
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fig.update_layout(
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title="Perplexity vs. Number of Duplicate Documents Over Years",
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xaxis_title="Number of Duplicate Documents",
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yaxis_title="Average Perplexity",
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legend_title="Year",
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hovermode="x unified"
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)
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different_document_dup_counts_global = fig
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##graph 4
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# Show figure
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intro_div = Div(
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@@ -220,7 +201,7 @@ perp1_div = Div(
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H3("Perplexity vs Document Duplication"),
|
221 |
P("We can also break each bucket into distinct document counts. The graph becomes a bit noisy at the end because of insufficient samples with larger duplication counts."),
|
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Img(src="images/prep-across-diff-docs-dup-count-global.png", height = "300", width = "600" ),
|
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),
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Section(
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H3("Perplexity vs Dump Duplication"),
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@@ -232,6 +213,7 @@ perp1_div = Div(
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H3("Perplexity vs Local Buckets"),
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P("Previously we have seen that documents in recent dumps tend to have lower perplexity. This might be related to the way how global deduplication was implemented. During global deduplication, we only keep copy in the latest dump. Hence documents that are duplicated across multiple dumps only appear in the latest one. To avoid bias brought by this strategy, we tried to recover the states before the global deduplication by reading the metadata attached with each document."),
|
234 |
Img(src="images/prep-across-diff-buckets-local.png", height = "300", width = "600" ),
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),
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Section(
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H3("Perplexity vs Local Dump Duplication"),
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|
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Perplexity_Across_Different_years_graph = fig
|
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+
#graph 3 tbd
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##graph 4
|
94 |
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132 |
# Show figure
|
133 |
graph4 = fig
|
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+
#graph 5
|
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+
|
137 |
+
# Data
|
138 |
+
data = {
|
139 |
+
"2014": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.993513389984585, 14.011578085529056, 13.85873136108517, 14.36377987125267, 15.699475274542996, 17.613998844460845]],
|
140 |
+
"2015": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.471687658163091, 13.778144432139904, 14.021706888859466, 14.434268636964038, 15.738483406741972, 17.840661656870072]],
|
141 |
+
"2016": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.438546004899326, 13.785269267918505, 14.181493168285378, 14.616607805125264, 16.2678738383595, 18.109357061988614]],
|
142 |
+
"2017": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.567324655164636, 13.93914285288248, 14.443292405833132, 14.749691886458645, 17.212768319133406, 18.09921482533539]],
|
143 |
+
"2018": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.79413309579284, 14.047920703385312, 14.732393204862687, 15.245556746489475, 17.523092460922793, 17.979494192145445]],
|
144 |
+
"2019": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.755894620552562, 14.061328527771183, 14.921709511248036, 15.746644701243795, 17.6501867538675, 18.65346532837317]],
|
145 |
+
"2020": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.808975955128705, 14.075864850752456, 14.857958945409392, 15.491042607097183, 17.423084409503307, 17.519155049505677]],
|
146 |
+
"2021": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.97373049489925, 14.044277002343486, 14.943719820749207, 15.730257843247038, 17.289265921502192, 17.00252056705296]],
|
147 |
+
"2022": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.865869368871065, 14.028544413850119, 14.920117888974543, 15.693608290158098, 17.33525765189499, 17.724085896005107]],
|
148 |
+
"2023": [["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"], [14.499660832882716, 13.98118612654411, 14.86417535071986, 15.440738449977292, 16.94447963146979, 16.40768745134217]]
|
149 |
+
}
|
150 |
+
|
151 |
+
# Create figure
|
152 |
+
fig = go.Figure()
|
153 |
+
|
154 |
+
# Add a line for each year
|
155 |
+
for year, values in data.items():
|
156 |
+
x_values = values[0] # Buckets (duplicate count range)
|
157 |
+
y_values = values[1] # Average perplexity
|
158 |
+
|
159 |
+
fig.add_trace(go.Scatter(
|
160 |
+
x=x_values,
|
161 |
+
y=y_values,
|
162 |
+
mode='lines+markers',
|
163 |
+
name=year
|
164 |
+
))
|
165 |
+
|
166 |
+
# Update layout
|
167 |
+
fig.update_layout(
|
168 |
+
title="Perplexity Across Different Buckets (local)",
|
169 |
+
xaxis_title="Bucket (Duplicate Count Range)",
|
170 |
+
yaxis_title="Average Perplexity",
|
171 |
+
legend_title="Year"
|
172 |
+
)
|
173 |
+
|
174 |
+
# Show figure
|
175 |
+
graph5 = fig
|
176 |
|
177 |
|
178 |
intro_div = Div(
|
|
|
201 |
H3("Perplexity vs Document Duplication"),
|
202 |
P("We can also break each bucket into distinct document counts. The graph becomes a bit noisy at the end because of insufficient samples with larger duplication counts."),
|
203 |
Img(src="images/prep-across-diff-docs-dup-count-global.png", height = "300", width = "600" ),
|
204 |
+
# plotly2fasthtml(different_document_dup_counts_global),
|
205 |
),
|
206 |
Section(
|
207 |
H3("Perplexity vs Dump Duplication"),
|
|
|
213 |
H3("Perplexity vs Local Buckets"),
|
214 |
P("Previously we have seen that documents in recent dumps tend to have lower perplexity. This might be related to the way how global deduplication was implemented. During global deduplication, we only keep copy in the latest dump. Hence documents that are duplicated across multiple dumps only appear in the latest one. To avoid bias brought by this strategy, we tried to recover the states before the global deduplication by reading the metadata attached with each document."),
|
215 |
Img(src="images/prep-across-diff-buckets-local.png", height = "300", width = "600" ),
|
216 |
+
plotly2fasthtml(graph5),
|
217 |
),
|
218 |
Section(
|
219 |
H3("Perplexity vs Local Dump Duplication"),
|