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[ "Distributed Deployment - Qdrant", "Replication factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(48)
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[ "Distributed Deployment - Qdrant", "Replication factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(48)
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p
You can change that by setting the replication_factor when you create a collection.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,801
[ "Distributed Deployment - Qdrant", "Replication factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(49)
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p
Currently, the replication factor of a collection can only be configured at creation time.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,802
[ "Distributed Deployment - Qdrant", "Replication factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(50)
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p
This code sample creates a collection with a total of 6 logical shards backed by a total of 12 physical shards.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,803
[ "Distributed Deployment - Qdrant", "Replication factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
Since a replication factor of “2” would require twice as much storage space, it is advised to make sure the hardware can host the additional shard replicas beforehand.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,804
[ "Distributed Deployment - Qdrant" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(5)
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h3
Creating new shard replicas
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,805
[ "Distributed Deployment - Qdrant", "Creating new shard replicas" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(52)
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p
It is possible to create or delete replicas manually on an existing collection using the Update collection cluster setup API.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,806
[ "Distributed Deployment - Qdrant", "Creating new shard replicas" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(53)
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p
A replica can be added on a specific peer by specifying the peer from which to replicate.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,807
[ "Distributed Deployment - Qdrant", "Creating new shard replicas" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(54)
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p
And a replica can be removed on a specific peer.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,808
[ "Distributed Deployment - Qdrant", "Creating new shard replicas" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(55)
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p
Keep in mind that a collection must contain at least one active replica of a shard.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,809
[ "Distributed Deployment - Qdrant" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(6)
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h3
Error handling
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,810
[ "Distributed Deployment - Qdrant", "Error handling" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(56)
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li
Dead: unhealthy and not ready to serve traffic
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,813
[ "Distributed Deployment - Qdrant", "Error handling" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3)
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li
Partial: currently under resynchronization before activation
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,814
[ "Distributed Deployment - Qdrant", "Error handling" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(57)
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p
A replica is marked as dead if it does not respond to internal healthchecks or if it fails to serve traffic.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,815
[ "Distributed Deployment - Qdrant", "Error handling" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(58)
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p
A dead replica will not receive traffic from other peers and might require a manual intervention if it does not recover automatically.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,816
[ "Distributed Deployment - Qdrant", "Error handling" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(59)
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p
This mechanism ensures data consistency and availability if a subset of the replicas fail during an update operation.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,817
[ "Distributed Deployment - Qdrant" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(7)
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h3
Node Failure Recovery
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,818
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(60)
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p
Sometimes hardware malfunctions might render some nodes of the Qdrant cluster unrecoverable.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,819
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(60)
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p
No system is immune to this.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,820
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(61)
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p
But several recovery scenarios allow qdrant to stay available for requests and even avoid performance degradation.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,821
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(61)
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p
Let’s walk through them from best to worst.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,822
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(62)
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p
Recover with replicated collection
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,823
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(63)
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p
If the number of failed nodes is less than the replication factor of the collection, then no data is lost.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,824
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(63)
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p
Your cluster should still be able to perform read, search and update queries.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,825
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(64)
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p
Now, if the failed node restarts, consensus will trigger the replication process to update the recovering node with the newest updates it has missed.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,826
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(65)
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p
Recreate node with replicated collections
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,827
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(66)
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p
If a node fails and it is impossible to recover it, you should exclude the dead node from the consensus and create an empty node.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,828
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(67)
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p
To exclude failed nodes from the consensus, use remove peer API.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,829
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(67)
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p
Apply the force flag if necessary.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,830
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(68)
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p
When you create a new node, make sure to attach it to the existing cluster by specifying --bootstrap CLI parameter with the URL of any of the running cluster nodes.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,831
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(69)
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p
Once the new node is ready and synchronized with the cluster, you might want to ensure that the collection shards are replicated enough.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,832
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(69)
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p
Remember that Qdrant will not automatically balance shards since this is an expensive operation.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,833
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(69)
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p
Use the Replicate Shard Operation to create another copy of the shard on the newly connected node.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,834
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(70)
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p
It’s worth mentioning that Qdrant only provides the necessary building blocks to create an automated failure recovery.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,835
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(70)
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p
Building a completely automatic process of collection scaling would require control over the cluster machines themself.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,836
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(70)
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p
Check out our cloud solution, where we made exactly that.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,837
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(71)
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p
Recover from snapshot
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,838
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(72)
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p
If there are no copies of data in the cluster, it is still possible to recover from a snapshot.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,839
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(73)
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p
Follow the same steps to detach failed node and create a new one in the cluster:
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,840
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(1)
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li
To exclude failed nodes from the consensus, use remove peer API.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,841
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(1)
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li
Apply the force flag if necessary.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,842
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(2)
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li
Create a new node, making sure to attach it to the existing cluster by specifying the --bootstrap CLI parameter with the URL of any of the running cluster nodes.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,843
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(74)
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p
Snapshot recovery, used in single-node deployment, is different from cluster one.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,844
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(74)
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p
Consensus manages all metadata about all collections and does not require snapshots to recover it.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,845
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(74)
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p
But you can use snapshots to recover missing shards of the collections.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,846
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(75)
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p
Use the Collection Snapshot Recovery API to do it.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,847
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(75)
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p
The service will download the specified snapshot of the collection and recover shards with data from it.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,848
[ "Distributed Deployment - Qdrant", "Node Failure Recovery" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(76)
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p
Once all shards of the collection are recovered, the collection will become operational again.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,849
[ "Distributed Deployment - Qdrant" ]
/documentation/guides/distributed_deployment/
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
Consistency guarantees
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,850
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(77)
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p
By default, Qdrant focuses on availability and maximum throughput of search operations.
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7,851
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(77)
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p
For the majority of use cases, this is a preferable trade-off.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,852
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(78)
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p
During the normal state of operation, it is possible to search and modify data from any peers in the cluster.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,853
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(79)
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p
Before responding to the client, the peer handling the request dispatches all operations according to the current topology in order to keep the data synchronized across the cluster.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,854
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(1)
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li
reads are using a partial fan-out strategy to optimize latency and availability
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,855
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(2)
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li
writes are executed in parallel on all active sharded replicas
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,856
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(81)
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p
However, in some cases, it is necessary to ensure additional guarantees during possible hardware instabilities, mass concurrent updates of same documents, etc.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,857
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(82)
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p
Qdrant provides a few options to control consistency guarantees:
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,858
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(1)
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li
write_consistency_factor - defines the number of replicas that must acknowledge a write operation before responding to the client.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,859
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(1)
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li
Increasing this value will make write operations tolerant to network partitions in the cluster, but will require a higher number of replicas to be active to perform write operations.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,860
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(2)
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li
Read consistency param, can be used with search and retrieve operations to ensure that the results obtained from all replicas are the same.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,861
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(2)
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li
If this option is used, Qdrant will perform the read operation on multiple replicas and resolve the result according to the selected strategy.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,862
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(2)
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li
This option is useful to avoid data inconsistency in case of concurrent updates of the same documents.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,863
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(2)
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li
This options is preferred if the update operations are frequent and the number of replicas is low.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,864
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(3)
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li
Write ordering param, can be used with update and delete operations to ensure that the operations are executed in the same order on all replicas.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,865
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(3)
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li
If this option is used, Qdrant will route the operation to the leader replica of the shard and wait for the response before responding to the client.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,866
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(3)
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li
This option is useful to avoid data inconsistency in case of concurrent updates of the same documents.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,867
[ "Distributed Deployment - Qdrant", "Consistency guarantees" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(6) > li:nth-of-type(3)
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li
This options is preferred if read operations are more frequent than update and if search performance is critical.
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7,868
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(8)
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h3
Write consistency factor
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,869
[ "Distributed Deployment - Qdrant", "Write consistency factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(83)
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p
The write_consistency_factor represents the number of replicas that must acknowledge a write operation before responding to the client.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,870
[ "Distributed Deployment - Qdrant", "Write consistency factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(83)
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p
It is set to one by default.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,871
[ "Distributed Deployment - Qdrant", "Write consistency factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(83)
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p
It can be configured at the collection’s creation time.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,872
[ "Distributed Deployment - Qdrant", "Write consistency factor" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(84)
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p
Write operations will fail if the number of active replicas is less than the write_consistency_factor.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,873
[ "Distributed Deployment - Qdrant" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(9)
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h3
Read consistency
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,874
[ "Distributed Deployment - Qdrant", "Read consistency" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(85)
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p
Read consistency can be specified for most read requests and will ensure that the returned result
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,875
[ "Distributed Deployment - Qdrant", "Read consistency" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(85)
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p
is consistent across cluster nodes.
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7,876
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/documentation/guides/distributed_deployment/
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li
all will query all nodes and return points, which present on all of them
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,877
[ "Distributed Deployment - Qdrant", "Read consistency" ]
/documentation/guides/distributed_deployment/
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li
majority will query all nodes and return points, which present on the majority of them
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,878
[ "Distributed Deployment - Qdrant", "Read consistency" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(7) > li:nth-of-type(3)
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li
quorum will query randomly selected majority of nodes and return points, which present on all of them
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,879
[ "Distributed Deployment - Qdrant", "Read consistency" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(7) > li:nth-of-type(4)
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li
1/2/3/etc - will query specified number of randomly selected nodes and return points which present on all of them
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,880
[ "Distributed Deployment - Qdrant", "Read consistency" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(7) > li:nth-of-type(5)
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(10)
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Write ordering
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7,882
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(86)
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p
Write ordering can be specified for any write request to serialize it through a single “leader” node,
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,883
[ "Distributed Deployment - Qdrant", "Write ordering" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(86)
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p
which ensures that all write operations (issued with the same ordering) are performed and observed
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,884
[ "Distributed Deployment - Qdrant", "Write ordering" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(86)
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p
sequentially.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,885
[ "Distributed Deployment - Qdrant", "Write ordering" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(8) > li:nth-of-type(1)
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li
weak (default) ordering does not provide any additional guarantees, so write operations can be freely reordered.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,886
[ "Distributed Deployment - Qdrant", "Write ordering" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(8) > li:nth-of-type(2)
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li
medium ordering serializes all write operations through a dynamically elected leader, which might cause minor inconsistencies in case of leader change.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,887
[ "Distributed Deployment - Qdrant", "Write ordering" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(8) > li:nth-of-type(3)
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li
strong ordering serializes all write operations through the permanent leader, which provides strong consistency, but write operations may be unavailable if the leader is down.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,888
[ "Distributed Deployment - Qdrant" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(5)
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h2
Listener mode
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,889
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(87)
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p
In some cases it might be useful to have a Qdrant node that only accumulates data and does not participate in search operations.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,890
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(87)
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p
There are several scenarios where this can be useful:
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,891
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(9) > li:nth-of-type(1)
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li
Listener option can be used to store data in a separate node, which can be used for backup purposes or to store data for a long time.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,892
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(9) > li:nth-of-type(2)
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li
Listener node can be used to syncronize data into another region, while still performing search operations in the local region.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,893
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(88)
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p
To enable listener mode, set node_type to Listener in the config file:
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,894
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(89)
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p
Listener node will not participate in search operations, but will still accept write operations and will store the data in the local storage.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,895
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(90)
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p
All shards, stored on the listener node, will be converted to the Listener state.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,896
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(91)
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p
Additionally, all write requests sent to the listener node will be processed with wait=false option, which means that the write oprations will be considered successful once they are written to WAL.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,897
[ "Distributed Deployment - Qdrant", "Listener mode" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(91)
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p
This mechanism should allow to minimize upsert latency in case of parallel snapshotting.
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,898
[ "Distributed Deployment - Qdrant" ]
/documentation/guides/distributed_deployment/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(6)
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h2
Consensus Checkpointing
[ "documentation", "documentation/guides", "documentation/guides/distributed_deployment" ]
7,899