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elasticsearch-cluster-health【数据与研究】Diagnose a non-green Elasticsearch cluster and surface the single most likely cause with remediation. Use when an operator reports yellow or red status, unassigned shards, allocation failures, or wants read-only triage before deeper investigation. Teaches replica-vs-primary impact, allocation decider classification, and data-loss awareness.
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elastic CLI ≥ 0.2 with stack es support.Triage a non-green Elasticsearch cluster read-only: localize the problem, classify the allocation decider, and report the single most likely cause with remediation. Never mutate cluster state — surface findings and let the operator act.
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.
Read the overall status. Call GET /_cluster/health. The status field is the verdict:
green — every primary and replica is assigned. Report healthy and stop.yellow — every primary is assigned but at least one replica is not. Data remains readable; redundancy is
degraded. This is not data loss.red — at least one primary is unassigned. Data for that shard is unavailable; treat as urgent.Also read unassigned_shards, initializing_shards, and relocating_shards. The decision: continue only when
status is yellow or red. If initializing_shards > 0 and unassigned_shards == 0, the cluster is recovering on its
own — call GET /_cat/recovery to confirm progress, wait, and re-check GET /_cluster/health before escalating.
Data needed: cluster-wide status and shard counters.
Localize the problem to one index. Call GET /_cluster/health?level=indices and pick the index that drives the
cluster-wide status:
unassigned_shards..security, .kibana*, .fleet-*) outranks application indices because the rest of the
stack depends on it.Optionally call GET /_cat/shards/{index}?h=index,shard,prirep,state,unassigned.reason to list every unassigned
shard on that index and see whether failures are primaries (prirep=p) or replicas (prirep=r).
The decision: focus the next steps on exactly one index — the one whose recovery unblocks the cluster.
Data needed: per-index status and unassigned_shards; shard role (primary vs replica) when available.
Separate trigger from root cause. Call POST /_cluster/allocation/explain with no body so Elasticsearch selects
an unassigned shard, or target the worst shard explicitly:
{ "index": "<index>", "shard": <id>, "primary": <true|false> }
Read these fields in order:
primary — false means a replica is unassigned (typical yellow); true means a primary is unassigned
(typical red).can_allocate — top-level allocation verdict (no, yes, throttled, no_valid_shard_copy, …).unassigned_info.reason — what triggered reassignment (e.g. NODE_LEFT, INDEX_CREATED). This is not the
root cause when can_allocate is no; it only explains why the shard became unassigned.allocate_explanation — human-readable summary; quote it verbatim in the report.node_allocation_decisions[].deciders[] — per-node decider results. Find deciders with decision: "NO"; the
decider name (e.g. disk_threshold, filter, awareness) is the root cause class.The decision:
primary: false — impact is limited to replica redundancy; no data loss. Continue to step 4 to name
the blocking decider (do not stop at NODE_LEFT).primary: true — data for that shard is missing. Continue to step 4; if can_allocate is
no_valid_shard_copy, treat as potential data loss immediately.Data needed: allocation-explain response for one representative unassigned shard on the chosen index.
Classify the decider. Map the blocking signal to a cause class. Prefer the decider with decision: "NO" over the
unassigned_info.reason trigger.
| Signal | Cause class | Typical remediation (operator applies) |
|---|---|---|
decider: disk_threshold, decision: NO | Disk high/low watermark exceeded | Free disk on the named node, add data-node capacity, or adjust cluster.routing.allocation.disk.watermark.* after confirming usage via GET /_cat/allocation |
decider: filter or decider: awareness, decision: NO | Allocation filtering or zone awareness | Add a node that satisfies index.routing.allocation.* / awareness attributes, or adjust index/cluster allocation settings |
decider: throttling or recovery in progress | Transient recovery | Wait; monitor GET /_cat/recovery and re-check GET /_cluster/health |
can_allocate: no_valid_shard_copy (often with empty node_allocation_decisions) | No surviving shard copy | See step 5 — data loss scenario |
can_allocate: yes but shard still unassigned | Delayed allocation or cluster state catch-up | Check unassigned_info.at delay; wait and re-check |
For disk pressure (common yellow scenario after NODE_LEFT): replicas relocate to remaining nodes; if a survivor is
above the high watermark (cluster.routing.allocation.disk.watermark.high, default 90%), the disk_threshold
decider blocks replica allocation even though primaries stay assigned. The fix is disk capacity or watermark relief —
not deleting the index or forcing an empty primary.
Data needed: decider name, explanation text, and affected node names from node_allocation_decisions.
Recommend remediation — read-only triage ends here. Report the single most likely cause (decider class +
verbatim allocate_explanation) and one primary remediation path. Match urgency to color and shard role.
Yellow / replica unassigned (no data loss):
es-node-2), not merely “a node left”.GET /_cat/allocation.allocate_empty_primary, force-allocating over a healthy primary, or
restarting the entire cluster without evidence.Red / primary unassigned with no_valid_shard_copy (data loss risk):
can_allocate: no_valid_shard_copy).POST /_cluster/reroute with allocate_empty_primary — this creates an empty primary
and permanently loses all documents on that shard. State data loss explicitly; never present this as the first
or casual fix.allocate_empty_primary without the
data-loss warning.Self-healing in progress:
Do not execute reroutes, snapshot restores, or settings changes — surface cause and remediation only.
unassigned_info.reason: NODE_LEFT explains the event; node_allocation_decisions deciders
explain why allocation still fails.primary: false = redundancy gap, not data loss. Red + primary: true = missing
data for that shard.GET /_cat/allocation for disk percentages per node and GET /_cat/recovery for ongoing
recoveries when the decider class is unclear or recovery is in progress.Yellow — disk watermark after node departure. Health shows yellow with unassigned replicas on logs-2025-07.
Allocation explain returns primary: false, unassigned_info.reason: NODE_LEFT, but disk_threshold decider NO on
es-node-2 (“above the high watermark … 90%”). Report: no data loss; root cause is disk pressure on the receiving node;
remediate disk/watermark — not “node left” alone.
Red — primary with no valid copy. Health shows red on orders-2025 with one unassigned shard. Explain returns
primary: true, can_allocate: no_valid_shard_copy, last_allocation_status: no_valid_shard_copy. Report: urgent;
primary data missing; restore node or snapshot; mention allocate_empty_primary only as last resort with explicit data
loss.
| HTTP API (shorthand) | elastic CLI command |
|---|---|
GET /_cluster/health | elastic es cluster health |
GET /_cluster/health?level=indices | elastic es cluster health --level indices |
POST /_cluster/allocation/explain | elastic es cluster allocation-explain |
POST /_cluster/allocation/explain (specific shard) | elastic es cluster allocation-explain --index '<index>' --shard <id> --primary true (replica: false) |
GET /_cat/allocation | elastic es cat allocation |
GET /_cat/recovery | elastic es cat recovery |
GET /_cat/shards/{index}?h=index,shard,prirep,state,unassigned.reason | elastic es cat shards --index '<index>' --h index,shard,prirep,state,unassigned.reason |
POST /_cluster/reroute (last-resort empty primary — operator only) | elastic es cluster reroute --commands '<json>' |