Add segment replication + remote store GA information (#5037)
* Add segment replication + remote store GA information Signed-off-by: Naarcha-AWS <naarcha@amazon.com> * Add introduction labels Signed-off-by: Naarcha-AWS <naarcha@amazon.com> * Apply suggestions from code review Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Apply suggestions from code review Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Update _tuning-your-cluster/availability-and-recovery/segment-replication/index.md Co-authored-by: Suraj Singh <surajrider@gmail.com> Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Bukhtawar Khan <bukhtawar7152@gmail.com> Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Apply suggestions from code review Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Update index.md Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Replace Remote Store with Remote Backed Storage Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> --------- Signed-off-by: Naarcha-AWS <naarcha@amazon.com> Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> Co-authored-by: Suraj Singh <surajrider@gmail.com> Co-authored-by: Bukhtawar Khan <bukhtawar7152@gmail.com> Co-authored-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Co-authored-by: Nathan Bower <nbower@amazon.com>
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@ -11,8 +11,9 @@ redirect_from:
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# Remote-backed storage
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This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/1968).
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{: .warning}
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Introduced 2.10
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{: .label .label-purple }
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Remote-backed storage offers OpenSearch users a new way to protect against data loss by automatically creating backups of all index transactions and sending them to remote storage. In order to expose this feature, segment replication must also be enabled. See [Segment replication]({{site.url}}{{site.baseurl}}/opensearch/segment-replication/) for additional information.
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@ -8,8 +8,8 @@ grand_parent: Availability and recovery
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# Remote segment backpressure
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This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/1968).
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{: .warning}
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Introduced 2.10
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{: .label .label-purple }
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Remote segment backpressure is a shard-level rejection mechanism that dynamically rejects indexing requests when the remote segment store falls behind the local committed segments on the primary shard. With remote segment backpressure, you can prevent the lag between the remote store and the local primary store. The lag can be caused by slow or failed remote store interaction, remote store throttling, long garbage collection pauses, or high CPU utilization.
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@ -10,9 +10,6 @@ grand_parent: Availability and recovery
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Introduced 2.8
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{: .label .label-purple }
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This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/1968).
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{: .warning}
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Use the Remote Store Stats API to monitor shard-level remote store performance.
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## Path and HTTP methods
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@ -28,6 +28,13 @@ Segment replication can be applied in a variety of scenarios, including:
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- When experiencing very high loads, you want to add new nodes but don't want to index all data immediately.
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- OpenSearch cluster deployments with low replica counts, such as those used for log analytics.
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## Remote-backed storage
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As of OpenSearch 2.10, you can use two methods for segment replication:
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- **Remote-backed storage**, a persistent storage solution: The primary shard sends segment files to the remote-backed storage, and the replica shards source the copy from the same store. For more information about using remote-backed storage, see [Remote-backed storage]({{site.url}}{{site.baseurl}}/tuning-your-cluster/availability-and-recovery/remote-store/index/#segment-replication-and-remote-backed-storage).
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- Node-to-node communication: The primary shard sends segment files directly to the replica shards using node-to-node communication.
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## Segment replication configuration
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Setting the default replication type for a cluster affects all newly created indexes. You can, however, specify a different replication type when creating an index. Index-level settings override cluster-level settings.
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@ -48,7 +55,9 @@ PUT /my-index1
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```
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{% include copy-curl.html %}
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In segment replication, the primary shard is usually generating more network traffic than the replicas because it copies segment files to the replicas. Thus, it's beneficial to distribute primary shards equally between the nodes. To ensure balanced primary shard distribution, set the dynamic `cluster.routing.allocation.balance.prefer_primary` setting to `true`. For more information, see [Cluster settings]({{site.url}}{{site.baseurl}}/api-reference/cluster-api/cluster-settings/).
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If you're using remote-backed storage, add the `remote_store` property to the index request body. For more information, see [Create an index]({{site.url}}{{site.baseurl}}/tuning-your-cluster/availability-and-recovery/remote-store/index/#create-an-index).
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When using node-to-node replication, the primary shard consumes more network bandwidth because it pushes segment files to all the replica shards. Thus, it's beneficial to distribute primary shards equally between the nodes. To ensure balanced primary shard distribution, set the dynamic `cluster.routing.allocation.balance.prefer_primary` setting to `true`. For more information, see [Cluster settings]({{site.url}}{{site.baseurl}}/api-reference/cluster-api/cluster-settings/).
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For the best performance, it is recommended that you enable the following settings:
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@ -75,8 +84,7 @@ cluster.indices.replication.strategy: 'SEGMENT'
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```
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{% include copy.html %}
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This cluster-level setting cannot be enabled through the [REST API]({{site.url}}{{site.baseurl}}/api-reference/index/). This setting is not applied to system indexes and hidden indexes. By default, all system and hidden indexes in OpenSearch use document replication, even if this setting is enabled.
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{: .note}
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### Creating an index with document replication
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@ -101,11 +109,11 @@ When using segment replication, consider the following:
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1. Enabling segment replication for an existing index requires [reindexing](https://github.com/opensearch-project/OpenSearch/issues/3685).
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1. [Cross-cluster replication](https://github.com/opensearch-project/OpenSearch/issues/4090) does not currently use segment replication to copy between clusters.
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1. Segment replication is not compatible with [document-level monitors]({{site.url}}{{site.baseurl}}/observing-your-data/alerting/api/#document-level-monitors), which are used with the [Alerting]({{site.url}}{{site.baseurl}}/install-and-configure/plugins/) and [Security Analytics]({{site.url}}{{site.baseurl}}/security-analytics/index/) plugins. The plugins also use the latest available data on replica shards when using the `immediate` refresh policy, and segment replication can delay the policy's availability, resulting in stale replica shards.
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1. Segment replication leads to increased network congestion on primary shards. See [Issue - Optimize network bandwidth on primary shards](https://github.com/opensearch-project/OpenSearch/issues/4245).
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1. Integration with remote-backed storage as the source of replication is [currently not supported](https://github.com/opensearch-project/OpenSearch/issues/4448).
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1. Read-after-write guarantees: Segment replication does not currently support setting the refresh policy to `wait_for`. If you set the `refresh` query parameter to `wait_for` and then ingest documents, you'll get a response only after the primary node has refreshed and made those documents searchable. Replica shards will respond only after having written to their local translog. We are exploring other mechanisms for providing read-after-write guarantees. For more information, see the corresponding [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/6046).
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1. System indexes will continue to use document replication internally until read-after-write guarantees are available. In this case, document replication does not hinder the overall performance because there are few system indexes.
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1. Segment replication leads to increased network congestion on primary shards using node-to-node replication because replica shards fetch updates from the primary shard. With remote-backed storage, the primary shard can upload segments to, and the replicas can fetch updates from, the remote-backed storage. This helps offload responsibilities from the primary shard to the remote-backed storage.
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Read-after-write guarantees: Segment replication does not currently support setting the refresh policy to `wait_for`. If you set the `refresh` query parameter to `wait_for` and then ingest documents, you'll get a response only after the primary node has refreshed and made those documents searchable. Replica shards will respond only after having written to their local translog. If real-time reads are needed, consider using the [`get`]({{site.url}}{{site.baseurl}}/api-reference/document-apis/get-documents/) or [`mget`]({{site.url}}{{site.baseurl}}/api-reference/document-apis/multi-get/) API operations.
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1. As of OpenSearch 2.10, system indexes support segment replication.
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1. Get, MultiGet, TermVector, and MultiTermVector requests serve strong reads by routing requests to the primary shards. Routing more requests to the primary shards may degrade performance as compared to distributing requests across primary and replica shards. To improve performance in read-heavy clusters, we recommend setting the `realtime` parameter in these requests to `false`. For more information, see [Issue #8700](https://github.com/opensearch-project/OpenSearch/issues/8700).
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## Benchmarks
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During initial benchmarks, segment replication users reported 40% higher throughput than when using document replication with the same cluster setup.
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