Slow Indexing
Indexing latency on one or more nodes stayed above your configured threshold for enough consecutive samples to flag a problem. Each slow write can fill the indexing queue and eventually cause bulk or single-document rejections.
For a complete list of insights, refer to AutoOps insights.
| Field | Value |
|---|---|
| Component | Elasticsearch |
| Severity | High |
| Scope | Node |
| Domains | performance, indexing |
You can customize these settings to adjust when AutoOps detects this event and presents the insight. Refer to AutoOps event settings for details.
The default customization settings are:
| Setting | Type | Default |
|---|---|---|
| Index latency threshold (ms) | Integer | 80 |
| Successive samplings to trigger | Integer | 1 |
Raising these thresholds reduces noise but delays detection. Lowering them triggers the insight sooner but can increase alerts during minor blips.
The following is an example of what you might see when this insight is triggered. Real insights use live data and links from your deployment or cluster.
The highest indexing latency measured is 420 ms
The affected node/s are: es-data-01 and es-data-02 High search activity indices:logs-prod-000045 High indexing activity indices:logs-prod-000045
AutoOps shows different recommendations depending on how their conditions match your deployment or cluster.
Rollover indices
Condition: Shown when index has less primary shards than available data nodes.
If logs-prod-000045 are time-based, roll them over and set 2 primary shards on the new write index so you can avoid a heavy segment merge on the current indices.
Rollover indices by shard size
Condition: Shown when primary shard size > 30GB.
If logs-prod-000045 are time-based, roll them over when average shard size reaches your target.
Review index templates and mappings
Condition: Shown when for indexes with highest indexing latency.
Review templates and mappings for logs-prod-000045; they strongly affect indexing performance. Fix oversized mappings, unnecessary fields, and inefficient index settings.
Review indexing slow logs
Condition: Always shown for this insight.
Enable indexing slow logs with the action below on logs-prod-000045, then review the logs to find slow index operations. On Elasticsearch 8.14+, set index.indexing.slowlog.include.user to true to record which user triggered a slow operation.
PUT logs-prod-000045/_settings
{
"index.indexing.slowlog.threshold.index.warn": "10s",
"index.indexing.slowlog.threshold.index.info": "5s",
"index.indexing.slowlog.threshold.index.debug": "2s",
"index.indexing.slowlog.threshold.index.trace": "500ms",
"index.indexing.slowlog.source": "1000"
}
Requires the manage index privilege. Requires Elasticsearch 8.0.0 or later. This action changes cluster or index configuration.
Add data node
Condition: Shown when index has more primary shards as available data nodes.
Add a data node to increase capacity and reduce pressure on the existing nodes.
Review templates and ILM
Condition: Shown when indexing is happening on non-hot data tiers.
Review index templates and ILM policies so new write indices stay on the hot tier until rollover is appropriate. Premature moves to colder tiers usually mean the ILM policy is misconfigured.
Indexing latency means that each index operation takes a long time and can result in write queue filling up and index requests being rejected. The reasons for indexing latency vary and might be complex and large documents, bad mappings and analyzers, high indexing rate, and more