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elasticsearch-reindex【效率与协作】Guide Elasticsearch reindex for performance: local and remote, slicing, throttling, task API. Use when copying or migrating indices, changing mappings, or transforming during reindex.
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elastic CLI ≥ 0.2
with stack es support.Copy documents from source indices or data streams to a destination using POST /_reindex. An expert reindex workflow
prepares the destination explicitly, chooses local versus remote execution, filters at the source when only a subset is
needed, runs long copies asynchronously, tracks the task to completion, and verifies the destination document count
before reporting results.
This skill executes Elasticsearch operations through the elastic CLI. If the
elastic CLI is not installed, tell the user what it is needed for. Do
not guess credentials, call the HTTP API directly, or attempt other workarounds.
This skill references operations in HTTP-shorthand form (e.g., GET /, GET /_cat/indices, GET /{index}/_mapping,
GET /{index}/_settings/index.mode, POST /_query). The Operations table at the end of this document
maps each shorthand to the equivalent elastic CLI command — always use the CLI rather than calling the HTTP API
directly.
Confirm connectivity and deployment type. Call GET /. Read build_flavor and version.number to know whether
shard, replica, and cluster-settings APIs are available (Serverless manages shards/replicas internally and blocks
most _cluster/* APIs). The decision: continue only when the cluster is reachable. If the call fails, stop — do not
guess endpoints or credentials.
Decide local versus remote reindex. Compare where the source and destination live.
source.index and dest.index only. Do not add source.remote when
both indices are on the cluster you are connected to.source.remote with the remote cluster URL and credentials.
Remote reindex does not support slicing; compensate with query-based partitioning (date ranges, term filters)
across parallel requests. Confirm the remote host is allowlisted on Self-Managed / ECH (reindex.remote.whitelist
in cluster config); Serverless manages allowlisting internally (ECH remotes only, Tech Preview).Data needed: source index name(s), destination index name, and whether they share a cluster.
Inspect the source — never guess field names or counts. Call GET /{source}/_mapping to ground field names and
types. Call GET /{source}/_count (or GET /_cat/count/{source}?h=count on Self-Managed / ECH) to learn how many
documents exist.
The decision: full copy versus filtered subset.
source.query (match-all behavior).source.query with Query DSL. For time ranges, use a range filter on the timestamp field
(commonly @timestamp), e.g. "gte": "2025-01-01", "lt": "2025-02-01" for January 2025. Do not run a
full-index copy when the user asked for a date range or other filter.Data needed: the user's filter criteria and the mapping-confirmed field names.
Prepare the destination index before copying. _reindex does not copy mappings, shard counts, or analyzers.
Create the destination with explicit settings and mappings derived from the source mapping via PUT /{dest}.
number_of_replicas: 0 and refresh_interval: "-1" on the destination during the copy
for write throughput; restore production values afterward with PUT /{dest}/_settings.number_of_shards and number_of_replicas (managed by Elastic); you may set
refresh_interval: "-1" during the copy.data_stream: {} exists, create the data stream,
and set dest.op_type to "create" (append-only).The decision: create/prepare the target rather than relying on auto-creation with dynamic mapping. Wrong or missing mappings cause partial failures or silent type coercion.
Data needed: destination name, corrected or compatible mappings, and deployment-specific settings constraints.
Build and submit the reindex request. Call POST /_reindex?wait_for_completion=false for any copy that may take
more than a few seconds or when the user says the index is large — the response returns a task id immediately
instead of blocking.
Request body essentials:
source.index — source index or data stream (correct name, not reversed with dest.index).dest.index — prepared destination from step 4.source.query — include only when step 3 chose a filtered subset.conflicts: "proceed" — when retrying a partially complete reindex.source.size (batch size), requests_per_second (throttle), slices=auto on local reindex only
(parallelize per primary shard — never for remote), scroll (increase keep-alive on slow clusters), max_docs
(test runs), script (transform), dest.pipeline (ingest enrichment).Example filtered subset (January 2025 only):
{
"source": {
"index": "eval-reindex-src",
"query": {
"range": {
"@timestamp": { "gte": "2025-01-01", "lt": "2025-02-01" }
}
}
},
"dest": { "index": "eval-reindex-jan" }
}
Do not reach for _split, _shrink, or snapshot/restore when the task is a filtered subset copy or a straight
document migration — those APIs solve different problems.
Track the task to completion. Store the task id from the reindex response. Poll GET /_tasks/{task_id} until
completed is true. Read status.total, status.created, and response.failures. On Self-Managed / ECH you may
also list active reindex tasks with GET /_tasks?actions=*reindex&detailed; on Serverless, query by task id only
(list/cancel are not available). Adjust throttling mid-flight with
POST /_reindex/{task_id}/_rethrottle?requests_per_second=N without canceling.
Verify and report the destination count. Call GET /{dest}/_count (works on all deployment types). On
Self-Managed / ECH you may also use GET /_cat/count/{dest}?h=count. Compare source filter expectations to the
destination count. Report the exact count from the destination — do not estimate or guess.
After a successful full copy, restore production settings on the destination with PUT /{dest}/_settings (replicas
and refresh interval on Self-Managed / ECH; refresh interval only on Serverless).
| Capability | Self-Managed / ECH | Serverless |
|---|---|---|
| Local reindex | Full support | Full support |
| Reindex from remote | Full support | Tech Preview — ECH remotes only |
number_of_shards/replicas | User-configurable | Managed — omit on index creation |
slices=auto (local only) | Supported | Supported for local reindex |
GET /_cat/count/{index} | Supported | Not available — use GET /{index}/_count |
GET /_tasks (list/cancel) | Full | Get by task id only |
PUT /_cluster/settings | Supported | Blocked |
_split / _shrink | Supported | Not available |
See the decision tree in references/patterns.md.
POST /_reindex body and query parameterssource.size), timestamps, versioning"Copy logs-2024 into a new index with a corrected mapping" — create the destination first, then reindex:
POST /_reindex
{ "source": { "index": "logs-2024" }, "dest": { "index": "logs-2024-v2" } }
"Reindex a large index in parallel and throttle it" — slice automatically and cap the request rate:
POST /_reindex?slices=auto&requests_per_second=2000
{ "source": { "index": "events" }, "dest": { "index": "events-v2" } }
"Migrate only recent documents" — filter the source with a query:
POST /_reindex
{
"source": { "index": "metrics", "query": { "range": { "@timestamp": { "gte": "now-30d" } } } },
"dest": { "index": "metrics-recent" }
}
GET / and read build_flavor; shard, replica, cluster-settings, and task
APIs differ between Self-Managed / ECH and Serverless (see Deployment constraints).number_of_replicas: 0 and refresh_interval: "-1"
during the copy, then restore production settings afterward; on Serverless these are managed.slices=auto for local reindex and throttle with requests_per_second to protect
the cluster.wait_for_completion=false and poll the task instead of blocking.GET /{dest}/_count — never
estimate.| HTTP API (shorthand) | elastic CLI command |
|---|---|
GET / | elastic es info |
GET /{index}/_mapping | elastic es indices get-mapping --index '<index>' |
GET /{index}/_count | elastic es count --index '<index>' |
GET /_cat/count/{index}?h=count | elastic es cat count --index '<index>' --h count |
PUT /{index} | elastic es indices create --index '<index>' --mappings '<json>' --settings '<json>' |
PUT /{index}/_settings | elastic es indices put-settings --index '<index>' --settings '<json>' |
POST /_reindex?wait_for_completion=false | elastic es reindex --wait-for-completion false --source '<json>' --dest '<json>' |
GET /_tasks/{task_id} | elastic es tasks get --task-id '<task_id>' |
GET /_tasks?actions=*reindex&detailed | elastic es tasks list --actions '*reindex' --detailed |
POST /_tasks/{task_id}/_cancel | elastic es tasks cancel --task-id '<task_id>' |
POST /_reindex/{task_id}/_rethrottle?requests_per_second=N | elastic es reindex-rethrottle --task-id '<task_id>' --requests-per-second <N> |