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p
You can restore a cluster from the snapshot of your choice.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,401
[ "Backups - Qdrant", "Automatic backups" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
Note: When you restore a snapshot, consider the following:
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,402
[ "Backups - Qdrant", "Automatic backups" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > ul > li:nth-of-type(1)
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li
The affected cluster is not available while a snapshot is being restored.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,403
[ "Backups - Qdrant", "Automatic backups" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > ul > li:nth-of-type(2)
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li
If you changed the cluster setup after the copy was created, the cluster
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,404
[ "Backups - Qdrant", "Automatic backups" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > ul > li:nth-of-type(2)
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li
resets to the previous configuration.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,405
[ "Backups - Qdrant", "Automatic backups" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > ul > li:nth-of-type(3)
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The previous configuration includes:CPUMemoryNode countQdrant version
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,406
[ "Backups - Qdrant", "Automatic backups" ]
/documentation/cloud/backups/
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CPU
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,407
[ "Backups - Qdrant", "Automatic backups" ]
/documentation/cloud/backups/
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li
Qdrant version
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,410
[ "Backups - Qdrant" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(1)
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h3
Configure a backup
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,411
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
After you have taken the prerequisite steps, you can configure a backup with the
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,412
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
Qdrant Cloud Dashboard.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,413
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
To do so, take these steps:
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,414
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(1)
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li
Sign in to the dashboard
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,415
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(2)
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li
Select Clusters.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,416
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(3)
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li
Select the cluster that you want to back up.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,417
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(4)
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li
Find and select the Backups tab.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,418
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(5)
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li
Now you can set up a backup schedule.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,419
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(5)
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li
The Days of Retention is the number of days after a backup snapshot is
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,420
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(5)
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li
deleted.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,421
[ "Backups - Qdrant", "Configure a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(6)
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li
Alternatively, you can select Backup now to take an immediate snapshot.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,422
[ "Backups - Qdrant" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(2)
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h3
Restore a backup
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,423
[ "Backups - Qdrant", "Restore a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
If you have a backup, it appears in the list of Available Backups.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,424
[ "Backups - Qdrant", "Restore a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
You can
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,425
[ "Backups - Qdrant", "Restore a backup" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
choose to restore or delete the backups of your choice.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,426
[ "Backups - Qdrant" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(3)
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h2
Backups with a snapshot
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,427
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
Qdrant also offers a snapshot API which allows you to create a snapshot
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,428
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
of a specific collection or your entire cluster.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,429
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
For more information, see our
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,430
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
snapshot documentation.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,431
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
Here is how you can take a snapshot and recover a collection:
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,432
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1)
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li
Take a snapshot:For a single node cluster, call the snapshot endpoint on the exposed URL.For a multi node cluster call a snapshot on each node of the collection.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,433
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1)
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li
Specifically, prepend node-{num}- to your cluster URL.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,434
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1)
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li
Then call the snapshot endpoint on the individual hosts.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,435
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1)
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li
Start with node 0.In the response, you’ll see the name of the snapshot.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,436
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1) > ul > li:nth-of-type(1)
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li
For a single node cluster, call the snapshot endpoint on the exposed URL.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,437
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1) > ul > li:nth-of-type(2)
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li
For a multi node cluster call a snapshot on each node of the collection.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,438
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1) > ul > li:nth-of-type(2)
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li
Specifically, prepend node-{num}- to your cluster URL.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,439
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1) > ul > li:nth-of-type(2)
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li
Then call the snapshot endpoint on the individual hosts.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,440
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1) > ul > li:nth-of-type(2)
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li
Start with node 0.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,441
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(1) > ul > li:nth-of-type(3)
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li
In the response, you’ll see the name of the snapshot.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,442
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(2)
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li
Delete and recreate the collection.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,443
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(3)
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li
Recover the snapshot:Call the recover endpoint.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,444
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(3)
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li
Set a location which points to the snapshot file (file:///qdrant/snapshots/{collection_name}/{snapshot_file_name}) for each host.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,445
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(3) > ul > li
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li
Call the recover endpoint.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,446
[ "Backups - Qdrant", "Backups with a snapshot" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li:nth-of-type(3) > ul > li
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li
Set a location which points to the snapshot file (file:///qdrant/snapshots/{collection_name}/{snapshot_file_name}) for each host.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,447
[ "Backups - Qdrant" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(4)
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h2
Backup considerations
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,448
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
Backups are incremental.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,449
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
For example, if you have two backups, backup number 2
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,450
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
contains only the data that changed since backup number 1.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,451
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
This reduces the
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,452
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
total cost of your backups.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,453
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(13)
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p
You can create multiple backup schedules.
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,454
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(14)
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p
When you restore a snapshot, any changes made after the date of the snapshot
[ "documentation", "documentation/cloud", "documentation/cloud/backups" ]
7,455
[ "Backups - Qdrant", "Backup considerations" ]
/documentation/cloud/backups/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(14)
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p
are lost.
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7,456
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h1
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h1
Optimizer
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,457
[ "Optimizer - Qdrant", "Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
It is much more efficient to apply changes in batches than perform each change individually, as many other databases do.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,458
[ "Optimizer - Qdrant", "Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
Qdrant here is no exception.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,459
[ "Optimizer - Qdrant", "Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
Since Qdrant operates with data structures that are not always easy to change, it is sometimes necessary to rebuild those structures completely.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,460
[ "Optimizer - Qdrant", "Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
Storage optimization in Qdrant occurs at the segment level (see storage).
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,461
[ "Optimizer - Qdrant", "Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
In this case, the segment to be optimized remains readable for the time of the rebuild.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,462
[ "Optimizer - Qdrant", "Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4)
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The availability is achieved by wrapping the segment into a proxy that transparently handles data changes.
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7,463
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/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4)
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Changed data is placed in the copy-on-write segment, which has priority for retrieval and subsequent updates.
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7,464
[ "Optimizer - Qdrant" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(1)
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h2
Vacuum Optimizer
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,465
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
The simplest example of a case where you need to rebuild a segment repository is to remove points.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,466
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
Like many other databases, Qdrant does not delete entries immediately after a query.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,467
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
Instead, it marks records as deleted and ignores them for future queries.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,468
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
This strategy allows us to minimize disk access - one of the slowest operations.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,469
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
However, a side effect of this strategy is that, over time, deleted records accumulate, occupy memory and slow down the system.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,470
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(7)
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p
To avoid these adverse effects, Vacuum Optimizer is used.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,471
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(7)
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p
It is used if the segment has accumulated too many deleted records.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,472
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
The criteria for starting the optimizer are defined in the configuration file.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,473
[ "Optimizer - Qdrant", "Vacuum Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(9)
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p
Here is an example of parameter values:
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,474
[ "Optimizer - Qdrant" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(2)
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h2
Merge Optimizer
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,475
[ "Optimizer - Qdrant", "Merge Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
The service may require the creation of temporary segments.
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7,476
[ "Optimizer - Qdrant", "Merge Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
Such segments, for example, are created as copy-on-write segments during optimization itself.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,477
[ "Optimizer - Qdrant", "Merge Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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It is also essential to have at least one small segment that Qdrant will use to store frequently updated data.
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7,478
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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On the other hand, too many small segments lead to suboptimal search performance.
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7,479
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
There is the Merge Optimizer, which combines the smallest segments into one large segment.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,480
[ "Optimizer - Qdrant", "Merge Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
It is used if too many segments are created.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,481
[ "Optimizer - Qdrant", "Merge Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
The criteria for starting the optimizer are defined in the configuration file.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,482
[ "Optimizer - Qdrant", "Merge Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(9)
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p
Here is an example of parameter values:
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,483
[ "Optimizer - Qdrant" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(3)
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h2
Indexing Optimizer
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,484
[ "Optimizer - Qdrant", "Indexing Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(15)
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p
Qdrant allows you to choose the type of indexes and data storage methods used depending on the number of records.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,485
[ "Optimizer - Qdrant", "Indexing Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(15)
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p
So, for example, if the number of points is less than 10000, using any index would be less efficient than a brute force scan.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,486
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(16)
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p
The Indexing Optimizer is used to implement the enabling of indexes and memmap storage when the minimal amount of records is reached.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,487
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/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
The criteria for starting the optimizer are defined in the configuration file.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,488
[ "Optimizer - Qdrant", "Indexing Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(9)
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p
Here is an example of parameter values:
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,489
[ "Optimizer - Qdrant", "Indexing Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(19)
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p
In addition to the configuration file, you can also set optimizer parameters separately for each collection.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,490
[ "Optimizer - Qdrant", "Indexing Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
Dynamic parameter updates may be useful, for example, for more efficient initial loading of points.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,491
[ "Optimizer - Qdrant", "Indexing Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
You can disable indexing during the upload process with these settings and enable it immediately after it is finished.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,492
[ "Optimizer - Qdrant", "Indexing Optimizer" ]
/documentation/concepts/optimizer/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
As a result, you will not waste extra computation resources on rebuilding the index.
[ "documentation", "documentation/concepts", "documentation/concepts/optimizer" ]
7,493
[ "Storage - Qdrant" ]
/documentation/concepts/storage/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h1
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h1
Storage
[ "documentation", "documentation/concepts", "documentation/concepts/storage" ]
7,494
[ "Storage - Qdrant", "Storage" ]
/documentation/concepts/storage/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
All data within one collection is divided into segments.
[ "documentation", "documentation/concepts", "documentation/concepts/storage" ]
7,495
[ "Storage - Qdrant", "Storage" ]
/documentation/concepts/storage/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
Each segment has its independent vector and payload storage as well as indexes.
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7,496
[ "Storage - Qdrant", "Storage" ]
/documentation/concepts/storage/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
Data stored in segments usually do not overlap.
[ "documentation", "documentation/concepts", "documentation/concepts/storage" ]
7,497
[ "Storage - Qdrant", "Storage" ]
/documentation/concepts/storage/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
However, storing the same point in different segments will not cause problems since the search contains a deduplication mechanism.
[ "documentation", "documentation/concepts", "documentation/concepts/storage" ]
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[ "Storage - Qdrant", "Storage" ]
/documentation/concepts/storage/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
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p
The segments consist of vector and payload storages, vector and payload indexes, and id mapper, which stores the relationship between internal and external ids.
[ "documentation", "documentation/concepts", "documentation/concepts/storage" ]
7,499