Get datafeeds Added in 7.7.0

GET /_cat/ml/datafeeds/{datafeed_id}

Get configuration and usage information about datafeeds. This API returns a maximum of 10,000 datafeeds. If the Elasticsearch security features are enabled, you must have monitor_ml, monitor, manage_ml, or manage cluster privileges to use this API.

IMPORTANT: CAT APIs are only intended for human consumption using the Kibana console or command line. They are not intended for use by applications. For application consumption, use the get datafeed statistics API.

Path parameters

  • datafeed_id string Required

    A numerical character string that uniquely identifies the datafeed.

Query parameters

  • Specifies what to do when the request:

    • Contains wildcard expressions and there are no datafeeds that match.
    • Contains the _all string or no identifiers and there are no matches.
    • Contains wildcard expressions and there are only partial matches.

    If true, the API returns an empty datafeeds array when there are no matches and the subset of results when there are partial matches. If false, the API returns a 404 status code when there are no matches or only partial matches.

  • h string | array[string]

    Comma-separated list of column names to display.

    Supported values include:

    • ae (or assignment_explanation): For started datafeeds only, contains messages relating to the selection of a node.
    • bc (or buckets.count, bucketsCount): The number of buckets processed.
    • id: A numerical character string that uniquely identifies the datafeed.
    • na (or node.address, nodeAddress): For started datafeeds only, the network address of the node where the datafeed is started.
    • ne (or node.ephemeral_id, nodeEphemeralId): For started datafeeds only, the ephemeral ID of the node where the datafeed is started.
    • ni (or node.id, nodeId): For started datafeeds only, the unique identifier of the node where the datafeed is started.
    • nn (or node.name, nodeName): For started datafeeds only, the name of the node where the datafeed is started.
    • sba (or search.bucket_avg, searchBucketAvg): The average search time per bucket, in milliseconds.
    • sc (or search.count, searchCount): The number of searches run by the datafeed.
    • seah (or search.exp_avg_hour, searchExpAvgHour): The exponential average search time per hour, in milliseconds.
    • st (or search.time, searchTime): The total time the datafeed spent searching, in milliseconds.
    • s (or state): The status of the datafeed: starting, started, stopping, or stopped. If starting, the datafeed has been requested to start but has not yet started. If started, the datafeed is actively receiving data. If stopping, the datafeed has been requested to stop gracefully and is completing its final action. If stopped, the datafeed is stopped and will not receive data until it is re-started.
  • s string | array[string]

    Comma-separated list of column names or column aliases used to sort the response.

    Supported values include:

    • ae (or assignment_explanation): For started datafeeds only, contains messages relating to the selection of a node.
    • bc (or buckets.count, bucketsCount): The number of buckets processed.
    • id: A numerical character string that uniquely identifies the datafeed.
    • na (or node.address, nodeAddress): For started datafeeds only, the network address of the node where the datafeed is started.
    • ne (or node.ephemeral_id, nodeEphemeralId): For started datafeeds only, the ephemeral ID of the node where the datafeed is started.
    • ni (or node.id, nodeId): For started datafeeds only, the unique identifier of the node where the datafeed is started.
    • nn (or node.name, nodeName): For started datafeeds only, the name of the node where the datafeed is started.
    • sba (or search.bucket_avg, searchBucketAvg): The average search time per bucket, in milliseconds.
    • sc (or search.count, searchCount): The number of searches run by the datafeed.
    • seah (or search.exp_avg_hour, searchExpAvgHour): The exponential average search time per hour, in milliseconds.
    • st (or search.time, searchTime): The total time the datafeed spent searching, in milliseconds.
    • s (or state): The status of the datafeed: starting, started, stopping, or stopped. If starting, the datafeed has been requested to start but has not yet started. If started, the datafeed is actively receiving data. If stopping, the datafeed has been requested to stop gracefully and is completing its final action. If stopped, the datafeed is stopped and will not receive data until it is re-started.
  • time string

    The unit used to display time values.

    Values are nanos, micros, ms, s, m, h, or d.

Responses

  • 200 application/json
    Hide response attributes Show response attributes object
    • id string

      The datafeed identifier.

    • state string

      Values are started, stopped, starting, or stopping.

    • For started datafeeds only, contains messages relating to the selection of a node.

    • The number of buckets processed.

    • The number of searches run by the datafeed.

    • The total time the datafeed spent searching, in milliseconds.

    • The average search time per bucket, in milliseconds.

    • The exponential average search time per hour, in milliseconds.

    • node.id string

      The unique identifier of the assigned node. For started datafeeds only, this information pertains to the node upon which the datafeed is started.

    • The name of the assigned node. For started datafeeds only, this information pertains to the node upon which the datafeed is started.

    • The ephemeral identifier of the assigned node. For started datafeeds only, this information pertains to the node upon which the datafeed is started.

    • The network address of the assigned node. For started datafeeds only, this information pertains to the node upon which the datafeed is started.

GET /_cat/ml/datafeeds/{datafeed_id}
curl \
 --request GET 'http://api.example.com/_cat/ml/datafeeds/{datafeed_id}' \
 --header "Authorization: $API_KEY"
Response examples (200)
A successful response from `GET _cat/ml/datafeeds?v=true&format=json`.
[
  {
    "id": "datafeed-high_sum_total_sales",
    "state": "stopped",
    "buckets.count": "743",
    "search.count": "7"
  },
  {
    "id": "datafeed-low_request_rate",
    "state": "stopped",
    "buckets.count": "1457",
    "search.count": "3"
  },
  {
    "id": "datafeed-response_code_rates",
    "state": "stopped",
    "buckets.count": "1460",
    "search.count": "18"
  },
  {
    "id": "datafeed-url_scanning",
    "state": "stopped",
    "buckets.count": "1460",
    "search.count": "18"
  }
]





































































































Explain the shard allocations Added in 5.0.0

POST /_cluster/allocation/explain

Get explanations for shard allocations in the cluster. For unassigned shards, it provides an explanation for why the shard is unassigned. For assigned shards, it provides an explanation for why the shard is remaining on its current node and has not moved or rebalanced to another node. This API can be very useful when attempting to diagnose why a shard is unassigned or why a shard continues to remain on its current node when you might expect otherwise.

Query parameters

application/json

Body

  • Specifies the node ID or the name of the node to only explain a shard that is currently located on the specified node.

  • index string
  • primary boolean

    If true, returns explanation for the primary shard for the given shard ID.

  • shard number

    Specifies the ID of the shard that you would like an explanation for.

Responses

POST /_cluster/allocation/explain
curl \
 --request POST 'http://api.example.com/_cluster/allocation/explain' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '"{\n  \"index\": \"my-index-000001\",\n  \"shard\": 0,\n  \"primary\": false,\n  \"current_node\": \"my-node\"\n}"'
Request example
Run `GET _cluster/allocation/explain` to get an explanation for a shard's current allocation.
{
  "index": "my-index-000001",
  "shard": 0,
  "primary": false,
  "current_node": "my-node"
}
Response examples (200)
An example of an allocation explanation for an unassigned primary shard. In this example, a newly created index has an index setting that requires that it only be allocated to a node named `nonexistent_node`, which does not exist, so the index is unable to allocate.
{
  "index" : "my-index-000001",
  "shard" : 0,
  "primary" : true,
  "current_state" : "unassigned",
  "unassigned_info" : {
    "reason" : "INDEX_CREATED",
    "at" : "2017-01-04T18:08:16.600Z",
    "last_allocation_status" : "no"
  },
  "can_allocate" : "no",
  "allocate_explanation" : "Elasticsearch isn't allowed to allocate this shard to any of the nodes in the cluster. Choose a node to which you expect this shard to be allocated, find this node in the node-by-node explanation, and address the reasons which prevent Elasticsearch from allocating this shard there.",
  "node_allocation_decisions" : [
    {
      "node_id" : "8qt2rY-pT6KNZB3-hGfLnw",
      "node_name" : "node-0",
      "transport_address" : "127.0.0.1:9401",
      "roles" : ["data", "data_cold", "data_content", "data_frozen", "data_hot", "data_warm", "ingest", "master", "ml", "remote_cluster_client", "transform"],
      "node_attributes" : {},
      "node_decision" : "no",
      "weight_ranking" : 1,
      "deciders" : [
        {
          "decider" : "filter",
          "decision" : "NO",
          "explanation" : "node does not match index setting [index.routing.allocation.include] filters [_name:\"nonexistent_node\"]"
        }
      ]
    }
  ]
}
An example of an allocation explanation for an unassigned primary shard that has reached the maximum number of allocation retry attempts. After the maximum number of retries is reached, Elasticsearch stops attempting to allocate the shard in order to prevent infinite retries which may impact cluster performance.
{
  "index" : "my-index-000001",
  "shard" : 0,
  "primary" : true,
  "current_state" : "unassigned",
  "unassigned_info" : {
    "at" : "2017-01-04T18:03:28.464Z",
    "failed shard on node [mEKjwwzLT1yJVb8UxT6anw]: failed recovery, failure RecoveryFailedException",
    "reason": "ALLOCATION_FAILED",
    "failed_allocation_attempts": 5,
    "last_allocation_status": "no",
  },
  "can_allocate": "no",
  "allocate_explanation": "cannot allocate because allocation is not permitted to any of the nodes",
  "node_allocation_decisions" : [
    {
      "node_id" : "3sULLVJrRneSg0EfBB-2Ew",
      "node_name" : "node_t0",
      "transport_address" : "127.0.0.1:9400",
      "roles" : ["data_content", "data_hot"],
      "node_decision" : "no",
      "store" : {
        "matching_size" : "4.2kb",
        "matching_size_in_bytes" : 4325
      },
      "deciders" : [
        {
          "decider": "max_retry",
          "decision" : "NO",
          "explanation": "shard has exceeded the maximum number of retries [5] on failed allocation attempts - manually call [POST /_cluster/reroute?retry_failed] to retry, [unassigned_info[[reason=ALLOCATION_FAILED], at[2024-07-30T21:04:12.166Z], failed_attempts[5], failed_nodes[[mEKjwwzLT1yJVb8UxT6anw]], delayed=false, details[failed shard on node [mEKjwwzLT1yJVb8UxT6anw]: failed recovery, failure RecoveryFailedException], allocation_status[deciders_no]]]"
        }
      ]
    }
  ]
}












































































































































Get feature usage information Added in 6.0.0

GET /_nodes/{node_id}/usage/{metric}

Path parameters

  • node_id string | array[string] Required

    A comma-separated list of node IDs or names to limit the returned information; use _local to return information from the node you're connecting to, leave empty to get information from all nodes

  • metric string | array[string] Required

    Limits the information returned to the specific metrics. A comma-separated list of the following options: _all, rest_actions.

Query parameters

  • timeout string

    Period to wait for a response. If no response is received before the timeout expires, the request fails and returns an error.

Responses

  • 200 application/json
    Hide response attributes Show response attributes object
    • _nodes object
      Hide _nodes attributes Show _nodes attributes object
      • failures array[object]
        Hide failures attributes Show failures attributes object
      • total number Required

        Total number of nodes selected by the request.

      • successful number Required

        Number of nodes that responded successfully to the request.

      • failed number Required

        Number of nodes that rejected the request or failed to respond. If this value is not 0, a reason for the rejection or failure is included in the response.

    • cluster_name string Required
    • nodes object Required
      Hide nodes attribute Show nodes attribute object
      • * object Additional properties
        Hide * attributes Show * attributes object
        • rest_actions object Required
          Hide rest_actions attribute Show rest_actions attribute object
          • * number Additional properties
        • Time unit for milliseconds

        • Time unit for milliseconds

        • aggregations object Required
          Hide aggregations attribute Show aggregations attribute object
          • * object Additional properties
GET /_nodes/{node_id}/usage/{metric}
curl \
 --request GET 'http://api.example.com/_nodes/{node_id}/usage/{metric}' \
 --header "Authorization: $API_KEY"


























































































Update the connector features Technical preview

PUT /_connector/{connector_id}/_features

Update the connector features in the connector document. This API can be used to control the following aspects of a connector:

  • document-level security
  • incremental syncs
  • advanced sync rules
  • basic sync rules

Normally, the running connector service automatically manages these features. However, you can use this API to override the default behavior.

To sync data using self-managed connectors, you need to deploy the Elastic connector service on your own infrastructure. This service runs automatically on Elastic Cloud for Elastic managed connectors.

Path parameters

  • connector_id string Required

    The unique identifier of the connector to be updated.

application/json

Body Required

Responses

  • 200 application/json
    Hide response attribute Show response attribute object
    • result string Required

      Values are created, updated, deleted, not_found, or noop.

PUT /_connector/{connector_id}/_features
curl \
 --request PUT 'http://api.example.com/_connector/{connector_id}/_features' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '"{\n  \"features\": {\n    \"document_level_security\": {\n      \"enabled\": true\n    },\n    \"incremental_sync\": {\n      \"enabled\": true\n    },\n    \"sync_rules\": {\n      \"advanced\": {\n        \"enabled\": false\n      },\n      \"basic\": {\n        \"enabled\": true\n      }\n    }\n  }\n}"'
Request examples
{
  "features": {
    "document_level_security": {
      "enabled": true
    },
    "incremental_sync": {
      "enabled": true
    },
    "sync_rules": {
      "advanced": {
        "enabled": false
      },
      "basic": {
        "enabled": true
      }
    }
  }
}
{
  "features": {
    "document_level_security": {
      "enabled": true
    }
  }
}
Response examples (200)
{
  "result": "updated"
}














































































































































































































































































































































































































































































































































































































Flush data streams or indices

GET /_flush

Flushing a data stream or index is the process of making sure that any data that is currently only stored in the transaction log is also permanently stored in the Lucene index. When restarting, Elasticsearch replays any unflushed operations from the transaction log into the Lucene index to bring it back into the state that it was in before the restart. Elasticsearch automatically triggers flushes as needed, using heuristics that trade off the size of the unflushed transaction log against the cost of performing each flush.

After each operation has been flushed it is permanently stored in the Lucene index. This may mean that there is no need to maintain an additional copy of it in the transaction log. The transaction log is made up of multiple files, called generations, and Elasticsearch will delete any generation files when they are no longer needed, freeing up disk space.

It is also possible to trigger a flush on one or more indices using the flush API, although it is rare for users to need to call this API directly. If you call the flush API after indexing some documents then a successful response indicates that Elasticsearch has flushed all the documents that were indexed before the flush API was called.

Query parameters

  • If false, the request returns an error if any wildcard expression, index alias, or _all value targets only missing or closed indices. This behavior applies even if the request targets other open indices.

  • expand_wildcards string | array[string]

    Type of index that wildcard patterns can match. If the request can target data streams, this argument determines whether wildcard expressions match hidden data streams. Supports comma-separated values, such as open,hidden. Valid values are: all, open, closed, hidden, none.

    Supported values include:

    • all: Match any data stream or index, including hidden ones.
    • open: Match open, non-hidden indices. Also matches any non-hidden data stream.
    • closed: Match closed, non-hidden indices. Also matches any non-hidden data stream. Data streams cannot be closed.
    • hidden: Match hidden data streams and hidden indices. Must be combined with open, closed, or both.
    • none: Wildcard expressions are not accepted.
  • force boolean

    If true, the request forces a flush even if there are no changes to commit to the index.

  • If false, the request returns an error if it targets a missing or closed index.

  • If true, the flush operation blocks until execution when another flush operation is running. If false, Elasticsearch returns an error if you request a flush when another flush operation is running.

Responses

GET /_flush
curl \
 --request GET 'http://api.example.com/_flush' \
 --header "Authorization: $API_KEY"












































































Get index settings

GET /_settings/{name}

Get setting information for one or more indices. For data streams, it returns setting information for the stream's backing indices.

Path parameters

  • name string | array[string] Required

    Comma-separated list or wildcard expression of settings to retrieve.

Query parameters

  • If false, the request returns an error if any wildcard expression, index alias, or _all value targets only missing or closed indices. This behavior applies even if the request targets other open indices. For example, a request targeting foo*,bar* returns an error if an index starts with foo but no index starts with bar.

  • expand_wildcards string | array[string]

    Type of index that wildcard patterns can match. If the request can target data streams, this argument determines whether wildcard expressions match hidden data streams. Supports comma-separated values, such as open,hidden.

    Supported values include:

    • all: Match any data stream or index, including hidden ones.
    • open: Match open, non-hidden indices. Also matches any non-hidden data stream.
    • closed: Match closed, non-hidden indices. Also matches any non-hidden data stream. Data streams cannot be closed.
    • hidden: Match hidden data streams and hidden indices. Must be combined with open, closed, or both.
    • none: Wildcard expressions are not accepted.
  • If true, returns settings in flat format.

  • If false, the request returns an error if it targets a missing or closed index.

  • If true, return all default settings in the response.

  • local boolean

    If true, the request retrieves information from the local node only. If false, information is retrieved from the master node.

  • Period to wait for a connection to the master node. If no response is received before the timeout expires, the request fails and returns an error.

Responses

  • 200 application/json
    Hide response attribute Show response attribute object
    • * object
      Hide * attributes Show * attributes object
      • aliases object
        Hide aliases attribute Show aliases attribute object
      • mappings object
        Hide mappings attributes Show mappings attributes object
      • settings object
        Hide settings attributes Show settings attributes object
        • index object
        • mode string
        • Hide soft_deletes attributes Show soft_deletes attributes object
          • enabled boolean

            Indicates whether soft deletes are enabled on the index.

          • Hide retention_lease attribute Show retention_lease attribute object
            • period string Required

              A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • sort object
          Hide sort attributes Show sort attributes object
        • Values are true, false, or checksum.

        • codec string
        • routing_partition_size number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • auto_expand_replicas string | null

          One of:
        • merge object
          Hide merge attribute Show merge attribute object
          • Hide scheduler attributes Show scheduler attributes object
            • max_thread_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

            • max_merge_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • blocks object
          Hide blocks attributes Show blocks attributes object
          • read_only boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read_only_allow_delete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • write boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • metadata boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analyze object
          Hide analyze attribute Show analyze attribute object
          • max_token_count number | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • Hide highlight attribute Show highlight attribute object
        • routing object
          Hide routing attributes Show routing attributes object
        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide lifecycle attributes Show lifecycle attributes object
          • name string
          • indexing_complete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • If specified, this is the timestamp used to calculate the index age for its phase transitions. Use this setting if you create a new index that contains old data and want to use the original creation date to calculate the index age. Specified as a Unix epoch value in milliseconds.

          • Set to true to parse the origination date from the index name. This origination date is used to calculate the index age for its phase transitions. The index name must match the pattern .*-{date_format}-\d+, where the date_format is yyyy.MM.dd and the trailing digits are optional. An index that was rolled over would normally match the full format, for example logs-2016.10.31-000002). If the index name doesn’t match the pattern, index creation fails.

          • step object
            Hide step attribute Show step attribute object
            • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

          • The index alias to update when the index rolls over. Specify when using a policy that contains a rollover action. When the index rolls over, the alias is updated to reflect that the index is no longer the write index. For more information about rolling indices, see Rollover.

          • prefer_ilm boolean | string

            Preference for the system that manages a data stream backing index (preferring ILM when both ILM and DLM are applicable for an index).

        • creation_date number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • creation_date_string string | number

          A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • uuid string
        • version object
          Hide version attributes Show version attributes object
        • translog object
          Hide translog attributes Show translog attributes object
        • Hide query_string attribute Show query_string attribute object
          • lenient boolean | string Required

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analysis object
          Hide analysis attributes Show analysis attributes object
        • settings object
        • Hide time_series attributes Show time_series attributes object
          • end_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

          • start_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • queries object
          Hide queries attribute Show queries attribute object
          • cache object
            Hide cache attribute Show cache attribute object
        • Configure custom similarity settings to customize how search results are scored.

        • mapping object
          Hide mapping attributes Show mapping attributes object
          • coerce boolean
          • Hide total_fields attributes Show total_fields attributes object
            • limit number | string

              The maximum number of fields in an index. Field and object mappings, as well as field aliases count towards this limit. The limit is in place to prevent mappings and searches from becoming too large. Higher values can lead to performance degradations and memory issues, especially in clusters with a high load or few resources.

            • ignore_dynamic_beyond_limit boolean | string

              This setting determines what happens when a dynamically mapped field would exceed the total fields limit. When set to false (the default), the index request of the document that tries to add a dynamic field to the mapping will fail with the message Limit of total fields [X] has been exceeded. When set to true, the index request will not fail. Instead, fields that would exceed the limit are not added to the mapping, similar to dynamic: false. The fields that were not added to the mapping will be added to the _ignored field.

          • depth object
            Hide depth attribute Show depth attribute object
            • limit number

              The maximum depth for a field, which is measured as the number of inner objects. For instance, if all fields are defined at the root object level, then the depth is 1. If there is one object mapping, then the depth is 2, etc.

          • Hide nested_fields attribute Show nested_fields attribute object
            • limit number

              The maximum number of distinct nested mappings in an index. The nested type should only be used in special cases, when arrays of objects need to be queried independently of each other. To safeguard against poorly designed mappings, this setting limits the number of unique nested types per index.

          • Hide nested_objects attribute Show nested_objects attribute object
            • limit number

              The maximum number of nested JSON objects that a single document can contain across all nested types. This limit helps to prevent out of memory errors when a document contains too many nested objects.

          • Hide field_name_length attribute Show field_name_length attribute object
            • limit number

              Setting for the maximum length of a field name. This setting isn’t really something that addresses mappings explosion but might still be useful if you want to limit the field length. It usually shouldn’t be necessary to set this setting. The default is okay unless a user starts to add a huge number of fields with really long names. Default is Long.MAX_VALUE (no limit).

          • Hide dimension_fields attribute Show dimension_fields attribute object
            • limit number

              [preview] This functionality is in technical preview and may be changed or removed in a future release. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features.

          • source object
            Hide source attribute Show source attribute object
            • mode string Required

              Values are disabled, stored, or synthetic.

        • Hide indexing.slowlog attributes Show indexing.slowlog attributes object
          • level string
          • source number
          • reformat boolean
          • Hide threshold attribute Show threshold attribute object
            • index object
              Hide index attributes Show index attributes object
              • warn string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • info string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • debug string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • trace string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide indexing_pressure attribute Show indexing_pressure attribute object
          • memory object Required
            Hide memory attribute Show memory attribute object
            • limit number

              Number of outstanding bytes that may be consumed by indexing requests. When this limit is reached or exceeded, the node will reject new coordinating and primary operations. When replica operations consume 1.5x this limit, the node will reject new replica operations. Defaults to 10% of the heap.

        • store object
          Hide store attributes Show store attributes object
          • type string Required

            Any of:

            Values are fs, niofs, mmapfs, or hybridfs.

          • allow_mmap boolean

            You can restrict the use of the mmapfs and the related hybridfs store type via the setting node.store.allow_mmap. This is a boolean setting indicating whether or not memory-mapping is allowed. The default is to allow it. This setting is useful, for example, if you are in an environment where you can not control the ability to create a lot of memory maps so you need disable the ability to use memory-mapping.

      • defaults object
        Hide defaults attributes Show defaults attributes object
        • index object
        • mode string
        • Hide soft_deletes attributes Show soft_deletes attributes object
          • enabled boolean

            Indicates whether soft deletes are enabled on the index.

          • Hide retention_lease attribute Show retention_lease attribute object
            • period string Required

              A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • sort object
          Hide sort attributes Show sort attributes object
        • Values are true, false, or checksum.

        • codec string
        • routing_partition_size number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • auto_expand_replicas string | null

          One of:
        • merge object
          Hide merge attribute Show merge attribute object
          • Hide scheduler attributes Show scheduler attributes object
            • max_thread_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

            • max_merge_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • blocks object
          Hide blocks attributes Show blocks attributes object
          • read_only boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read_only_allow_delete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • write boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • metadata boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analyze object
          Hide analyze attribute Show analyze attribute object
          • max_token_count number | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • Hide highlight attribute Show highlight attribute object
        • routing object
          Hide routing attributes Show routing attributes object
        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide lifecycle attributes Show lifecycle attributes object
          • name string
          • indexing_complete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • If specified, this is the timestamp used to calculate the index age for its phase transitions. Use this setting if you create a new index that contains old data and want to use the original creation date to calculate the index age. Specified as a Unix epoch value in milliseconds.

          • Set to true to parse the origination date from the index name. This origination date is used to calculate the index age for its phase transitions. The index name must match the pattern .*-{date_format}-\d+, where the date_format is yyyy.MM.dd and the trailing digits are optional. An index that was rolled over would normally match the full format, for example logs-2016.10.31-000002). If the index name doesn’t match the pattern, index creation fails.

          • step object
            Hide step attribute Show step attribute object
            • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

          • The index alias to update when the index rolls over. Specify when using a policy that contains a rollover action. When the index rolls over, the alias is updated to reflect that the index is no longer the write index. For more information about rolling indices, see Rollover.

          • prefer_ilm boolean | string

            Preference for the system that manages a data stream backing index (preferring ILM when both ILM and DLM are applicable for an index).

        • creation_date number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • creation_date_string string | number

          A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • uuid string
        • version object
          Hide version attributes Show version attributes object
        • translog object
          Hide translog attributes Show translog attributes object
        • Hide query_string attribute Show query_string attribute object
          • lenient boolean | string Required

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analysis object
          Hide analysis attributes Show analysis attributes object
        • settings object
        • Hide time_series attributes Show time_series attributes object
          • end_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

          • start_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • queries object
          Hide queries attribute Show queries attribute object
          • cache object
            Hide cache attribute Show cache attribute object
        • Configure custom similarity settings to customize how search results are scored.

        • mapping object
          Hide mapping attributes Show mapping attributes object
          • coerce boolean
          • Hide total_fields attributes Show total_fields attributes object
            • limit number | string

              The maximum number of fields in an index. Field and object mappings, as well as field aliases count towards this limit. The limit is in place to prevent mappings and searches from becoming too large. Higher values can lead to performance degradations and memory issues, especially in clusters with a high load or few resources.

            • ignore_dynamic_beyond_limit boolean | string

              This setting determines what happens when a dynamically mapped field would exceed the total fields limit. When set to false (the default), the index request of the document that tries to add a dynamic field to the mapping will fail with the message Limit of total fields [X] has been exceeded. When set to true, the index request will not fail. Instead, fields that would exceed the limit are not added to the mapping, similar to dynamic: false. The fields that were not added to the mapping will be added to the _ignored field.

          • depth object
            Hide depth attribute Show depth attribute object
            • limit number

              The maximum depth for a field, which is measured as the number of inner objects. For instance, if all fields are defined at the root object level, then the depth is 1. If there is one object mapping, then the depth is 2, etc.

          • Hide nested_fields attribute Show nested_fields attribute object
            • limit number

              The maximum number of distinct nested mappings in an index. The nested type should only be used in special cases, when arrays of objects need to be queried independently of each other. To safeguard against poorly designed mappings, this setting limits the number of unique nested types per index.

          • Hide nested_objects attribute Show nested_objects attribute object
            • limit number

              The maximum number of nested JSON objects that a single document can contain across all nested types. This limit helps to prevent out of memory errors when a document contains too many nested objects.

          • Hide field_name_length attribute Show field_name_length attribute object
            • limit number

              Setting for the maximum length of a field name. This setting isn’t really something that addresses mappings explosion but might still be useful if you want to limit the field length. It usually shouldn’t be necessary to set this setting. The default is okay unless a user starts to add a huge number of fields with really long names. Default is Long.MAX_VALUE (no limit).

          • Hide dimension_fields attribute Show dimension_fields attribute object
            • limit number

              [preview] This functionality is in technical preview and may be changed or removed in a future release. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features.

          • source object
            Hide source attribute Show source attribute object
            • mode string Required

              Values are disabled, stored, or synthetic.

        • Hide indexing.slowlog attributes Show indexing.slowlog attributes object
          • level string
          • source number
          • reformat boolean
          • Hide threshold attribute Show threshold attribute object
            • index object
              Hide index attributes Show index attributes object
              • warn string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • info string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • debug string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • trace string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide indexing_pressure attribute Show indexing_pressure attribute object
          • memory object Required
            Hide memory attribute Show memory attribute object
            • limit number

              Number of outstanding bytes that may be consumed by indexing requests. When this limit is reached or exceeded, the node will reject new coordinating and primary operations. When replica operations consume 1.5x this limit, the node will reject new replica operations. Defaults to 10% of the heap.

        • store object
          Hide store attributes Show store attributes object
          • type string Required

            Any of:

            Values are fs, niofs, mmapfs, or hybridfs.

          • allow_mmap boolean

            You can restrict the use of the mmapfs and the related hybridfs store type via the setting node.store.allow_mmap. This is a boolean setting indicating whether or not memory-mapping is allowed. The default is to allow it. This setting is useful, for example, if you are in an environment where you can not control the ability to create a lot of memory maps so you need disable the ability to use memory-mapping.

      • Hide lifecycle attributes Show lifecycle attributes object
        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide downsampling attribute Show downsampling attribute object
          • rounds array[object] Required

            The list of downsampling rounds to execute as part of this downsampling configuration

            Hide rounds attributes Show rounds attributes object
            • after string Required

              A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

            • config object Required
        • enabled boolean

          If defined, it turns data stream lifecycle on/off (true/false) for this data stream. A data stream lifecycle that's disabled (enabled: false) will have no effect on the data stream.

GET /_settings/{name}
curl \
 --request GET 'http://api.example.com/_settings/{name}' \
 --header "Authorization: $API_KEY"






















































































































































































































































































Create an JinaAI inference endpoint Added in 8.18.0

PUT /_inference/{task_type}/{jinaai_inference_id}

Create an inference endpoint to perform an inference task with the jinaai service.

To review the available rerank models, refer to https://jina.ai/reranker. To review the available text_embedding models, refer to the https://jina.ai/embeddings/.

When you create an inference endpoint, the associated machine learning model is automatically deployed if it is not already running. After creating the endpoint, wait for the model deployment to complete before using it. To verify the deployment status, use the get trained model statistics API. Look for "state": "fully_allocated" in the response and ensure that the "allocation_count" matches the "target_allocation_count". Avoid creating multiple endpoints for the same model unless required, as each endpoint consumes significant resources.

Path parameters

  • task_type string Required

    The type of the inference task that the model will perform.

    Values are rerank or text_embedding.

  • jinaai_inference_id string Required

    The unique identifier of the inference endpoint.

application/json

Body

  • Hide chunking_settings attributes Show chunking_settings attributes object
    • The maximum size of a chunk in words. This value cannot be higher than 300 or lower than 20 (for sentence strategy) or 10 (for word strategy).

    • overlap number

      The number of overlapping words for chunks. It is applicable only to a word chunking strategy. This value cannot be higher than half the max_chunk_size value.

    • The number of overlapping sentences for chunks. It is applicable only for a sentence chunking strategy. It can be either 1 or 0.

    • strategy string

      The chunking strategy: sentence or word.

  • service string Required

    Value is jinaai.

  • service_settings object Required
    Hide service_settings attributes Show service_settings attributes object
    • api_key string Required

      A valid API key of your JinaAI account.

      IMPORTANT: You need to provide the API key only once, during the inference model creation. The get inference endpoint API does not retrieve your API key. After creating the inference model, you cannot change the associated API key. If you want to use a different API key, delete the inference model and recreate it with the same name and the updated API key.

      External documentation
    • model_id string

      The name of the model to use for the inference task. For a rerank task, it is required. For a text_embedding task, it is optional.

    • Hide rate_limit attribute Show rate_limit attribute object
    • Values are cosine, dot_product, or l2_norm.

  • Hide task_settings attributes Show task_settings attributes object
    • For a rerank task, return the doc text within the results.

    • task string

      Values are classification, clustering, ingest, or search.

    • top_n number

      For a rerank task, the number of most relevant documents to return. It defaults to the number of the documents. If this inference endpoint is used in a text_similarity_reranker retriever query and top_n is set, it must be greater than or equal to rank_window_size in the query.

Responses

  • 200 application/json
    Hide response attributes Show response attributes object
    • Hide chunking_settings attributes Show chunking_settings attributes object
      • The maximum size of a chunk in words. This value cannot be higher than 300 or lower than 20 (for sentence strategy) or 10 (for word strategy).

      • overlap number

        The number of overlapping words for chunks. It is applicable only to a word chunking strategy. This value cannot be higher than half the max_chunk_size value.

      • The number of overlapping sentences for chunks. It is applicable only for a sentence chunking strategy. It can be either 1 or 0.

      • strategy string

        The chunking strategy: sentence or word.

    • service string Required

      The service type

    • service_settings object Required
    • inference_id string Required

      The inference Id

    • task_type string Required

      Values are sparse_embedding, text_embedding, rerank, completion, or chat_completion.

PUT /_inference/{task_type}/{jinaai_inference_id}
curl \
 --request PUT 'http://api.example.com/_inference/{task_type}/{jinaai_inference_id}' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '"{\n    \"service\": \"jinaai\",\n    \"service_settings\": {\n        \"model_id\": \"jina-embeddings-v3\",\n        \"api_key\": \"JinaAi-Api-key\"\n    }\n}"'
Request examples
Run `PUT _inference/text_embedding/jinaai-embeddings` to create an inference endpoint for text embedding tasks using the JinaAI service.
{
    "service": "jinaai",
    "service_settings": {
        "model_id": "jina-embeddings-v3",
        "api_key": "JinaAi-Api-key"
    }
}
Run `PUT _inference/rerank/jinaai-rerank` to create an inference endpoint for rerank tasks using the JinaAI service.
{
    "service": "jinaai",
    "service_settings": {
        "api_key": "JinaAI-Api-key",
        "model_id": "jina-reranker-v2-base-multilingual"
    },
    "task_settings": {
        "top_n": 10,
        "return_documents": true
    }
}






























































































































Simulate data ingestion Technical preview

GET /_ingest/{index}/_simulate

Run ingest pipelines against a set of provided documents, optionally with substitute pipeline definitions, to simulate ingesting data into an index.

This API is meant to be used for troubleshooting or pipeline development, as it does not actually index any data into Elasticsearch.

The API runs the default and final pipeline for that index against a set of documents provided in the body of the request. If a pipeline contains a reroute processor, it follows that reroute processor to the new index, running that index's pipelines as well the same way that a non-simulated ingest would. No data is indexed into Elasticsearch. Instead, the transformed document is returned, along with the list of pipelines that have been run and the name of the index where the document would have been indexed if this were not a simulation. The transformed document is validated against the mappings that would apply to this index, and any validation error is reported in the result.

This API differs from the simulate pipeline API in that you specify a single pipeline for that API, and it runs only that one pipeline. The simulate pipeline API is more useful for developing a single pipeline, while the simulate ingest API is more useful for troubleshooting the interaction of the various pipelines that get applied when ingesting into an index.

By default, the pipeline definitions that are currently in the system are used. However, you can supply substitute pipeline definitions in the body of the request. These will be used in place of the pipeline definitions that are already in the system. This can be used to replace existing pipeline definitions or to create new ones. The pipeline substitutions are used only within this request.

Path parameters

  • index string Required

    The index to simulate ingesting into. This value can be overridden by specifying an index on each document. If you specify this parameter in the request path, it is used for any documents that do not explicitly specify an index argument.

Query parameters

  • pipeline string

    The pipeline to use as the default pipeline. This value can be used to override the default pipeline of the index.

application/json

Body Required

  • docs array[object] Required

    Sample documents to test in the pipeline.

    Hide docs attributes Show docs attributes object
  • A map of component template names to substitute component template definition objects.

    Hide component_template_substitutions attribute Show component_template_substitutions attribute object
  • A map of index template names to substitute index template definition objects.

    Hide index_template_substitutions attribute Show index_template_substitutions attribute object
  • Hide mapping_addition attributes Show mapping_addition attributes object
    • Hide all_field attributes Show all_field attributes object
    • dynamic string

      Values are strict, runtime, true, or false.

    • dynamic_templates array[object]
    • Hide _field_names attribute Show _field_names attribute object
    • Hide index_field attribute Show index_field attribute object
    • _meta object
      Hide _meta attribute Show _meta attribute object
      • * object Additional properties
    • _routing object
      Hide _routing attribute Show _routing attribute object
    • _size object
      Hide _size attribute Show _size attribute object
    • _source object
      Hide _source attributes Show _source attributes object
    • runtime object
      Hide runtime attribute Show runtime attribute object
      • * object Additional properties
        Hide * attributes Show * attributes object
        • fields object

          For type composite

          Hide fields attribute Show fields attribute object
          • * object Additional properties
            Hide * attribute Show * attribute object
            • type string Required

              Values are boolean, composite, date, double, geo_point, geo_shape, ip, keyword, long, or lookup.

        • fetch_fields array[object]

          For type lookup

          Hide fetch_fields attributes Show fetch_fields attributes object
          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • format string
        • format string

          A custom format for date type runtime fields.

        • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • script object
          Hide script attributes Show script attributes object
          • source string | object

            One of:
          • id string
          • params object

            Specifies any named parameters that are passed into the script as variables. Use parameters instead of hard-coded values to decrease compile time.

            Hide params attribute Show params attribute object
            • * object Additional properties
          • lang string

            Any of:

            Values are painless, expression, mustache, or java.

          • options object
            Hide options attribute Show options attribute object
            • * string Additional properties
        • type string Required

          Values are boolean, composite, date, double, geo_point, geo_shape, ip, keyword, long, or lookup.

    • enabled boolean
    • Values are true or false.

    • Hide _data_stream_timestamp attribute Show _data_stream_timestamp attribute object
  • Pipelines to test. If you don’t specify the pipeline request path parameter, this parameter is required. If you specify both this and the request path parameter, the API only uses the request path parameter.

    Hide pipeline_substitutions attribute Show pipeline_substitutions attribute object
    • * object Additional properties
      Hide * attributes Show * attributes object
      • Description of the ingest pipeline.

      • on_failure array[object]

        Processors to run immediately after a processor failure.

        Hide on_failure attributes Show on_failure attributes object
        • append object
          Hide append attributes Show append attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If false, the processor does not append values already present in the field.

        • Hide attachment attributes Show attachment attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • The number of chars being used for extraction to prevent huge fields. Use -1 for no limit.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • properties array[string]

            Array of properties to select to be stored. Can be content, title, name, author, keywords, date, content_type, content_length, language.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true, the binary field will be removed from the document

          • Field containing the name of the resource to decode. If specified, the processor passes this resource name to the underlying Tika library to enable Resource Name Based Detection.

        • bytes object
          Hide bytes attributes Show bytes attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • circle object
          Hide circle attributes Show circle attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • error_distance number Required

            The difference between the resulting inscribed distance from center to side and the circle’s radius (measured in meters for geo_shape, unit-less for shape).

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • shape_type string Required

            Values are geo_shape or shape.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide community_id attributes Show community_id attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • seed number

            Seed for the community ID hash. Must be between 0 and 65535 (inclusive). The seed can prevent hash collisions between network domains, such as a staging and production network that use the same addressing scheme.

          • If true and any required fields are missing, the processor quietly exits without modifying the document.

        • convert object
          Hide convert attributes Show convert attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • type string Required

            Values are integer, long, double, float, boolean, ip, string, or auto.

        • csv object
          Hide csv attributes Show csv attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Value used to fill empty fields. Empty fields are skipped if this is not provided. An empty field is one with no value (2 consecutive separators) or empty quotes ("").

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • quote string

            Quote used in CSV, has to be single character string.

          • Separator used in CSV, has to be single character string.

          • target_fields string | array[string] Required
          • trim boolean

            Trim whitespaces in unquoted fields.

        • date object
          Hide date attributes Show date attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • formats array[string] Required

            An array of the expected date formats. Can be a java time pattern or one of the following formats: ISO8601, UNIX, UNIX_MS, or TAI64N.

          • locale string

            The locale to use when parsing the date, relevant when parsing month names or week days. Supports template snippets.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • timezone string

            The timezone to use when parsing the date. Supports template snippets.

          • The format to use when writing the date to target_field. Must be a valid java time pattern.

        • Hide date_index_name attributes Show date_index_name attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • date_formats array[string]

            An array of the expected date formats for parsing dates / timestamps in the document being preprocessed. Can be a java time pattern or one of the following formats: ISO8601, UNIX, UNIX_MS, or TAI64N.

          • date_rounding string Required

            How to round the date when formatting the date into the index name. Valid values are: y (year), M (month), w (week), d (day), h (hour), m (minute) and s (second). Supports template snippets.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • The format to be used when printing the parsed date into the index name. A valid java time pattern is expected here. Supports template snippets.

          • A prefix of the index name to be prepended before the printed date. Supports template snippets.

          • locale string

            The locale to use when parsing the date from the document being preprocessed, relevant when parsing month names or week days.

          • timezone string

            The timezone to use when parsing the date and when date math index supports resolves expressions into concrete index names.

        • dissect object
          Hide dissect attributes Show dissect attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • The character(s) that separate the appended fields.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • pattern string Required

            The pattern to apply to the field.

        • Hide dot_expander attributes Show dot_expander attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • override boolean

            Controls the behavior when there is already an existing nested object that conflicts with the expanded field. When false, the processor will merge conflicts by combining the old and the new values into an array. When true, the value from the expanded field will overwrite the existing value.

          • path string

            The field that contains the field to expand. Only required if the field to expand is part another object field, because the field option can only understand leaf fields.

        • drop object
          Hide drop attributes Show drop attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

        • enrich object
          Hide enrich attributes Show enrich attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • The maximum number of matched documents to include under the configured target field. The target_field will be turned into a json array if max_matches is higher than 1, otherwise target_field will become a json object. In order to avoid documents getting too large, the maximum allowed value is 128.

          • override boolean

            If processor will update fields with pre-existing non-null-valued field. When set to false, such fields will not be touched.

          • policy_name string Required

            The name of the enrich policy to use.

          • Values are intersects, disjoint, within, or contains.

          • target_field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • fail object
          Hide fail attributes Show fail attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • message string Required

            The error message thrown by the processor. Supports template snippets.

        • Hide fingerprint attributes Show fingerprint attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • fields string | array[string] Required
          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • salt string

            Salt value for the hash function.

          • method string

            Values are MD5, SHA-1, SHA-256, SHA-512, or MurmurHash3.

          • If true, the processor ignores any missing fields. If all fields are missing, the processor silently exits without modifying the document.

        • foreach object
          Hide foreach attributes Show foreach attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true, the processor silently exits without changing the document if the field is null or missing.

          • processor object Required
        • Hide ip_location attributes Show ip_location attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • The database filename referring to a database the module ships with (GeoLite2-City.mmdb, GeoLite2-Country.mmdb, or GeoLite2-ASN.mmdb) or a custom database in the ingest-geoip config directory.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • first_only boolean

            If true, only the first found IP location data will be returned, even if the field contains an array.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • properties array[string]

            Controls what properties are added to the target_field based on the IP location lookup.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true (and if ingest.geoip.downloader.eager.download is false), the missing database is downloaded when the pipeline is created. Else, the download is triggered by when the pipeline is used as the default_pipeline or final_pipeline in an index.

        • geo_grid object
          Hide geo_grid attributes Show geo_grid attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            The field to interpret as a geo-tile.= The field format is determined by the tile_type.

          • tile_type string Required

            Values are geotile, geohex, or geohash.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • Values are geojson or wkt.

        • geoip object
          Hide geoip attributes Show geoip attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • The database filename referring to a database the module ships with (GeoLite2-City.mmdb, GeoLite2-Country.mmdb, or GeoLite2-ASN.mmdb) or a custom database in the ingest-geoip config directory.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • first_only boolean

            If true, only the first found geoip data will be returned, even if the field contains an array.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • properties array[string]

            Controls what properties are added to the target_field based on the geoip lookup.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true (and if ingest.geoip.downloader.eager.download is false), the missing database is downloaded when the pipeline is created. Else, the download is triggered by when the pipeline is used as the default_pipeline or final_pipeline in an index.

        • grok object
          Hide grok attributes Show grok attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Must be disabled or v1. If v1, the processor uses patterns with Elastic Common Schema (ECS) field names.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • A map of pattern-name and pattern tuples defining custom patterns to be used by the current processor. Patterns matching existing names will override the pre-existing definition.

          • patterns array[string] Required

            An ordered list of grok expression to match and extract named captures with. Returns on the first expression in the list that matches.

          • When true, _ingest._grok_match_index will be inserted into your matched document’s metadata with the index into the pattern found in patterns that matched.

        • gsub object
          Hide gsub attributes Show gsub attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • pattern string Required

            The pattern to be replaced.

          • replacement string Required

            The string to replace the matching patterns with.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide html_strip attributes Show html_strip attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document,

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide inference attributes Show inference attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • model_id string Required
          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Maps the document field names to the known field names of the model. This mapping takes precedence over any default mappings provided in the model configuration.

          • If true and any of the input fields defined in input_ouput are missing then those missing fields are quietly ignored, otherwise a missing field causes a failure. Only applies when using input_output configurations to explicitly list the input fields.

        • join object
          Hide join attributes Show join attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • separator string Required

            The separator character.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • json object
          Hide json attributes Show json attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Flag that forces the parsed JSON to be added at the top level of the document. target_field must not be set when this option is chosen.

          • Values are replace or merge.

          • When set to true, the JSON parser will not fail if the JSON contains duplicate keys. Instead, the last encountered value for any duplicate key wins.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • kv object
          Hide kv attributes Show kv attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • exclude_keys array[string]

            List of keys to exclude from document.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • field_split string Required

            Regex pattern to use for splitting key-value pairs.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • include_keys array[string]

            List of keys to filter and insert into document. Defaults to including all keys.

          • prefix string

            Prefix to be added to extracted keys.

          • If true. strip brackets (), <>, [] as well as quotes ' and " from extracted values.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • trim_key string

            String of characters to trim from extracted keys.

          • String of characters to trim from extracted values.

          • value_split string Required

            Regex pattern to use for splitting the key from the value within a key-value pair.

        • Hide lowercase attributes Show lowercase attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide network_direction attributes Show network_direction attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • internal_networks array[string]

            List of internal networks. Supports IPv4 and IPv6 addresses and ranges in CIDR notation. Also supports the named ranges listed below. These may be constructed with template snippets. Must specify only one of internal_networks or internal_networks_field.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and any required fields are missing, the processor quietly exits without modifying the document.

        • pipeline object
          Hide pipeline attributes Show pipeline attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • name string Required
          • Whether to ignore missing pipelines instead of failing.

        • redact object
          Hide redact attributes Show redact attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • patterns array[string] Required

            A list of grok expressions to match and redact named captures with

          • prefix string

            Start a redacted section with this token

          • suffix string

            End a redacted section with this token

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • If true and the current license does not support running redact processors, then the processor quietly exits without modifying the document

          • If true then ingest metadata _ingest._redact._is_redacted is set to true if the document has been redacted

        • Hide registered_domain attributes Show registered_domain attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and any required fields are missing, the processor quietly exits without modifying the document.

        • remove object
          Hide remove attributes Show remove attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string | array[string] Required
          • keep string | array[string]
          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

        • rename object
          Hide rename attributes Show rename attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • target_field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • reroute object
          Hide reroute attributes Show reroute attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • A static value for the target. Can’t be set when the dataset or namespace option is set.

        • script object
          Hide script attributes Show script attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • id string
          • params object

            Object containing parameters for the script.

        • set object
          Hide set attributes Show set attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and value is a template snippet that evaluates to null or the empty string, the processor quietly exits without modifying the document.

          • The media type for encoding value. Applies only when value is a template snippet. Must be one of application/json, text/plain, or application/x-www-form-urlencoded.

          • override boolean

            If true processor will update fields with pre-existing non-null-valued field. When set to false, such fields will not be touched.

          • value object

            The value to be set for the field. Supports template snippets. May specify only one of value or copy_from.

        • Hide set_security_user attributes Show set_security_user attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • properties array[string]

            Controls what user related properties are added to the field.

        • sort object
          Hide sort attributes Show sort attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • order string

            Values are asc or desc.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • split object
          Hide split attributes Show split attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • Preserves empty trailing fields, if any.

          • separator string Required

            A regex which matches the separator, for example, , or \s+.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide terminate attributes Show terminate attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

        • trim object
          Hide trim attributes Show trim attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide uppercase attributes Show uppercase attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide urldecode attributes Show urldecode attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide uri_parts attributes Show uri_parts attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • If true, the processor copies the unparsed URI to <target_field>.original.

          • If true, the processor removes the field after parsing the URI string. If parsing fails, the processor does not remove the field.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide user_agent attributes Show user_agent attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • The name of the file in the config/ingest-user-agent directory containing the regular expressions for parsing the user agent string. Both the directory and the file have to be created before starting Elasticsearch. If not specified, ingest-user-agent will use the regexes.yaml from uap-core it ships with.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • properties array[string]

            Controls what properties are added to target_field.

            Values are name, os, device, original, or version.

          • Extracts device type from the user agent string on a best-effort basis.

      • processors array[object]

        Processors used to perform transformations on documents before indexing. Processors run sequentially in the order specified.

        Hide processors attributes Show processors attributes object
        • append object
          Hide append attributes Show append attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If false, the processor does not append values already present in the field.

        • Hide attachment attributes Show attachment attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • The number of chars being used for extraction to prevent huge fields. Use -1 for no limit.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • properties array[string]

            Array of properties to select to be stored. Can be content, title, name, author, keywords, date, content_type, content_length, language.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true, the binary field will be removed from the document

          • Field containing the name of the resource to decode. If specified, the processor passes this resource name to the underlying Tika library to enable Resource Name Based Detection.

        • bytes object
          Hide bytes attributes Show bytes attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • circle object
          Hide circle attributes Show circle attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • error_distance number Required

            The difference between the resulting inscribed distance from center to side and the circle’s radius (measured in meters for geo_shape, unit-less for shape).

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • shape_type string Required

            Values are geo_shape or shape.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide community_id attributes Show community_id attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • seed number

            Seed for the community ID hash. Must be between 0 and 65535 (inclusive). The seed can prevent hash collisions between network domains, such as a staging and production network that use the same addressing scheme.

          • If true and any required fields are missing, the processor quietly exits without modifying the document.

        • convert object
          Hide convert attributes Show convert attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • type string Required

            Values are integer, long, double, float, boolean, ip, string, or auto.

        • csv object
          Hide csv attributes Show csv attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Value used to fill empty fields. Empty fields are skipped if this is not provided. An empty field is one with no value (2 consecutive separators) or empty quotes ("").

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • quote string

            Quote used in CSV, has to be single character string.

          • Separator used in CSV, has to be single character string.

          • target_fields string | array[string] Required
          • trim boolean

            Trim whitespaces in unquoted fields.

        • date object
          Hide date attributes Show date attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • formats array[string] Required

            An array of the expected date formats. Can be a java time pattern or one of the following formats: ISO8601, UNIX, UNIX_MS, or TAI64N.

          • locale string

            The locale to use when parsing the date, relevant when parsing month names or week days. Supports template snippets.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • timezone string

            The timezone to use when parsing the date. Supports template snippets.

          • The format to use when writing the date to target_field. Must be a valid java time pattern.

        • Hide date_index_name attributes Show date_index_name attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • date_formats array[string]

            An array of the expected date formats for parsing dates / timestamps in the document being preprocessed. Can be a java time pattern or one of the following formats: ISO8601, UNIX, UNIX_MS, or TAI64N.

          • date_rounding string Required

            How to round the date when formatting the date into the index name. Valid values are: y (year), M (month), w (week), d (day), h (hour), m (minute) and s (second). Supports template snippets.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • The format to be used when printing the parsed date into the index name. A valid java time pattern is expected here. Supports template snippets.

          • A prefix of the index name to be prepended before the printed date. Supports template snippets.

          • locale string

            The locale to use when parsing the date from the document being preprocessed, relevant when parsing month names or week days.

          • timezone string

            The timezone to use when parsing the date and when date math index supports resolves expressions into concrete index names.

        • dissect object
          Hide dissect attributes Show dissect attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • The character(s) that separate the appended fields.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • pattern string Required

            The pattern to apply to the field.

        • Hide dot_expander attributes Show dot_expander attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • override boolean

            Controls the behavior when there is already an existing nested object that conflicts with the expanded field. When false, the processor will merge conflicts by combining the old and the new values into an array. When true, the value from the expanded field will overwrite the existing value.

          • path string

            The field that contains the field to expand. Only required if the field to expand is part another object field, because the field option can only understand leaf fields.

        • drop object
          Hide drop attributes Show drop attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

        • enrich object
          Hide enrich attributes Show enrich attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • The maximum number of matched documents to include under the configured target field. The target_field will be turned into a json array if max_matches is higher than 1, otherwise target_field will become a json object. In order to avoid documents getting too large, the maximum allowed value is 128.

          • override boolean

            If processor will update fields with pre-existing non-null-valued field. When set to false, such fields will not be touched.

          • policy_name string Required

            The name of the enrich policy to use.

          • Values are intersects, disjoint, within, or contains.

          • target_field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • fail object
          Hide fail attributes Show fail attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • message string Required

            The error message thrown by the processor. Supports template snippets.

        • Hide fingerprint attributes Show fingerprint attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • fields string | array[string] Required
          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • salt string

            Salt value for the hash function.

          • method string

            Values are MD5, SHA-1, SHA-256, SHA-512, or MurmurHash3.

          • If true, the processor ignores any missing fields. If all fields are missing, the processor silently exits without modifying the document.

        • foreach object
          Hide foreach attributes Show foreach attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true, the processor silently exits without changing the document if the field is null or missing.

          • processor object Required
        • Hide ip_location attributes Show ip_location attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • The database filename referring to a database the module ships with (GeoLite2-City.mmdb, GeoLite2-Country.mmdb, or GeoLite2-ASN.mmdb) or a custom database in the ingest-geoip config directory.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • first_only boolean

            If true, only the first found IP location data will be returned, even if the field contains an array.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • properties array[string]

            Controls what properties are added to the target_field based on the IP location lookup.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true (and if ingest.geoip.downloader.eager.download is false), the missing database is downloaded when the pipeline is created. Else, the download is triggered by when the pipeline is used as the default_pipeline or final_pipeline in an index.

        • geo_grid object
          Hide geo_grid attributes Show geo_grid attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            The field to interpret as a geo-tile.= The field format is determined by the tile_type.

          • tile_type string Required

            Values are geotile, geohex, or geohash.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • Values are geojson or wkt.

        • geoip object
          Hide geoip attributes Show geoip attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • The database filename referring to a database the module ships with (GeoLite2-City.mmdb, GeoLite2-Country.mmdb, or GeoLite2-ASN.mmdb) or a custom database in the ingest-geoip config directory.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • first_only boolean

            If true, only the first found geoip data will be returned, even if the field contains an array.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • properties array[string]

            Controls what properties are added to the target_field based on the geoip lookup.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true (and if ingest.geoip.downloader.eager.download is false), the missing database is downloaded when the pipeline is created. Else, the download is triggered by when the pipeline is used as the default_pipeline or final_pipeline in an index.

        • grok object
          Hide grok attributes Show grok attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Must be disabled or v1. If v1, the processor uses patterns with Elastic Common Schema (ECS) field names.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • A map of pattern-name and pattern tuples defining custom patterns to be used by the current processor. Patterns matching existing names will override the pre-existing definition.

          • patterns array[string] Required

            An ordered list of grok expression to match and extract named captures with. Returns on the first expression in the list that matches.

          • When true, _ingest._grok_match_index will be inserted into your matched document’s metadata with the index into the pattern found in patterns that matched.

        • gsub object
          Hide gsub attributes Show gsub attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • pattern string Required

            The pattern to be replaced.

          • replacement string Required

            The string to replace the matching patterns with.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide html_strip attributes Show html_strip attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document,

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide inference attributes Show inference attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • model_id string Required
          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Maps the document field names to the known field names of the model. This mapping takes precedence over any default mappings provided in the model configuration.

          • If true and any of the input fields defined in input_ouput are missing then those missing fields are quietly ignored, otherwise a missing field causes a failure. Only applies when using input_output configurations to explicitly list the input fields.

        • join object
          Hide join attributes Show join attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • separator string Required

            The separator character.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • json object
          Hide json attributes Show json attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Flag that forces the parsed JSON to be added at the top level of the document. target_field must not be set when this option is chosen.

          • Values are replace or merge.

          • When set to true, the JSON parser will not fail if the JSON contains duplicate keys. Instead, the last encountered value for any duplicate key wins.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • kv object
          Hide kv attributes Show kv attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • exclude_keys array[string]

            List of keys to exclude from document.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • field_split string Required

            Regex pattern to use for splitting key-value pairs.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • include_keys array[string]

            List of keys to filter and insert into document. Defaults to including all keys.

          • prefix string

            Prefix to be added to extracted keys.

          • If true. strip brackets (), <>, [] as well as quotes ' and " from extracted values.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • trim_key string

            String of characters to trim from extracted keys.

          • String of characters to trim from extracted values.

          • value_split string Required

            Regex pattern to use for splitting the key from the value within a key-value pair.

        • Hide lowercase attributes Show lowercase attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide network_direction attributes Show network_direction attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • internal_networks array[string]

            List of internal networks. Supports IPv4 and IPv6 addresses and ranges in CIDR notation. Also supports the named ranges listed below. These may be constructed with template snippets. Must specify only one of internal_networks or internal_networks_field.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and any required fields are missing, the processor quietly exits without modifying the document.

        • pipeline object
          Hide pipeline attributes Show pipeline attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • name string Required
          • Whether to ignore missing pipelines instead of failing.

        • redact object
          Hide redact attributes Show redact attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • patterns array[string] Required

            A list of grok expressions to match and redact named captures with

          • prefix string

            Start a redacted section with this token

          • suffix string

            End a redacted section with this token

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • If true and the current license does not support running redact processors, then the processor quietly exits without modifying the document

          • If true then ingest metadata _ingest._redact._is_redacted is set to true if the document has been redacted

        • Hide registered_domain attributes Show registered_domain attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and any required fields are missing, the processor quietly exits without modifying the document.

        • remove object
          Hide remove attributes Show remove attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string | array[string] Required
          • keep string | array[string]
          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

        • rename object
          Hide rename attributes Show rename attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • target_field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • reroute object
          Hide reroute attributes Show reroute attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • A static value for the target. Can’t be set when the dataset or namespace option is set.

        • script object
          Hide script attributes Show script attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • id string
          • params object

            Object containing parameters for the script.

        • set object
          Hide set attributes Show set attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and value is a template snippet that evaluates to null or the empty string, the processor quietly exits without modifying the document.

          • The media type for encoding value. Applies only when value is a template snippet. Must be one of application/json, text/plain, or application/x-www-form-urlencoded.

          • override boolean

            If true processor will update fields with pre-existing non-null-valued field. When set to false, such fields will not be touched.

          • value object

            The value to be set for the field. Supports template snippets. May specify only one of value or copy_from.

        • Hide set_security_user attributes Show set_security_user attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • properties array[string]

            Controls what user related properties are added to the field.

        • sort object
          Hide sort attributes Show sort attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • order string

            Values are asc or desc.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • split object
          Hide split attributes Show split attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • Preserves empty trailing fields, if any.

          • separator string Required

            A regex which matches the separator, for example, , or \s+.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide terminate attributes Show terminate attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

        • trim object
          Hide trim attributes Show trim attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide uppercase attributes Show uppercase attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide urldecode attributes Show urldecode attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist or is null, the processor quietly exits without modifying the document.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide uri_parts attributes Show uri_parts attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • If true, the processor copies the unparsed URI to <target_field>.original.

          • If true, the processor removes the field after parsing the URI string. If parsing fails, the processor does not remove the field.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Hide user_agent attributes Show user_agent attributes object
          • Description of the processor. Useful for describing the purpose of the processor or its configuration.

          • if object
          • Ignore failures for the processor.

          • on_failure array[object]

            Handle failures for the processor.

          • tag string

            Identifier for the processor. Useful for debugging and metrics.

          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • If true and field does not exist, the processor quietly exits without modifying the document.

          • The name of the file in the config/ingest-user-agent directory containing the regular expressions for parsing the user agent string. Both the directory and the file have to be created before starting Elasticsearch. If not specified, ingest-user-agent will use the regexes.yaml from uap-core it ships with.

          • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • properties array[string]

            Controls what properties are added to target_field.

            Values are name, os, device, original, or version.

          • Extracts device type from the user agent string on a best-effort basis.

      • version number
      • deprecated boolean

        Marks this ingest pipeline as deprecated. When a deprecated ingest pipeline is referenced as the default or final pipeline when creating or updating a non-deprecated index template, Elasticsearch will emit a deprecation warning.

      • _meta object
        Hide _meta attribute Show _meta attribute object
        • * object Additional properties

Responses

  • 200 application/json
    Hide response attribute Show response attribute object
    • docs array[object] Required
      Hide docs attribute Show docs attribute object
      • doc object
        Hide doc attributes Show doc attributes object
        • _id string Required
        • _index string Required
        • _source object Required

          JSON body for the document.

          Hide _source attribute Show _source attribute object
          • * object Additional properties
        • _version number | string Required

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • executed_pipelines array[string] Required

          A list of the names of the pipelines executed on this document.

        • ignored_fields array[object]

          A list of the fields that would be ignored at the indexing step. For example, a field whose value is larger than the allowed limit would make it through all of the pipelines, but would not be indexed into Elasticsearch.

          Hide ignored_fields attribute Show ignored_fields attribute object
          • * string Additional properties
        • error object
          Hide error attributes Show error attributes object
GET /_ingest/{index}/_simulate
curl \
 --request GET 'http://api.example.com/_ingest/{index}/_simulate' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '"{\n  \"docs\": [\n    {\n      \"_id\": 123,\n      \"_index\": \"my-index\",\n      \"_source\": {\n        \"foo\": \"bar\"\n      }\n    },\n    {\n      \"_id\": 456,\n      \"_index\": \"my-index\",\n      \"_source\": {\n        \"foo\": \"rab\"\n      }\n    }\n  ]\n}"'
In this example the index `my-index` has a default pipeline called `my-pipeline` and a final pipeline called `my-final-pipeline`. Since both documents are being ingested into `my-index`, both pipelines are run using the pipeline definitions that are already in the system.
{
  "docs": [
    {
      "_id": 123,
      "_index": "my-index",
      "_source": {
        "foo": "bar"
      }
    },
    {
      "_id": 456,
      "_index": "my-index",
      "_source": {
        "foo": "rab"
      }
    }
  ]
}
In this example the index `my-index` has a default pipeline called `my-pipeline` and a final pipeline called `my-final-pipeline`. But a substitute definition of `my-pipeline` is provided in `pipeline_substitutions`. The substitute `my-pipeline` will be used in place of the `my-pipeline` that is in the system, and then the `my-final-pipeline` that is already defined in the system will run.
{
  "docs": [
    {
      "_index": "my-index",
      "_id": 123,
      "_source": {
        "foo": "bar"
      }
    },
    {
      "_index": "my-index",
      "_id": 456,
      "_source": {
        "foo": "rab"
      }
    }
  ],
  "pipeline_substitutions": {
    "my-pipeline": {
      "processors": [
        {
          "uppercase": {
            "field": "foo"
          }
        }
      ]
    }
  }
}
In this example, imagine that the index `my-index` has a strict mapping with only the `foo` keyword field defined. Say that field mapping came from a component template named `my-mappings-template`. You want to test adding a new field, `bar`. So a substitute definition of `my-mappings-template` is provided in `component_template_substitutions`. The substitute `my-mappings-template` will be used in place of the existing mapping for `my-index` and in place of the `my-mappings-template` that is in the system.
{
  "docs": [
    {
      "_index": "my-index",
      "_id": "123",
      "_source": {
        "foo": "foo"
      }
    },
    {
      "_index": "my-index",
      "_id": "456",
      "_source": {
        "bar": "rab"
      }
    }
  ],
  "component_template_substitutions": {
    "my-mappings_template": {
      "template": {
        "mappings": {
          "dynamic": "strict",
          "properties": {
            "foo": {
              "type": "keyword"
            },
            "bar": {
              "type": "keyword"
            }
          }
        }
      }
    }
  }
}
The pipeline, component template, and index template substitutions replace the existing pipeline details for the duration of this request.
{
  "docs": [
    {
      "_id": "id",
      "_index": "my-index",
      "_source": {
        "foo": "bar"
      }
    },
    {
      "_id": "id",
      "_index": "my-index",
      "_source": {
        "foo": "rab"
      }
    }
  ],
  "pipeline_substitutions": {
    "my-pipeline": {
      "processors": [
        {
          "set": {
            "field": "field3",
            "value": "value3"
          }
        }
      ]
    }
  },
  "component_template_substitutions": {
    "my-component-template": {
      "template": {
        "mappings": {
          "dynamic": true,
          "properties": {
            "field3": {
              "type": "keyword"
            }
          }
        },
        "settings": {
          "index": {
            "default_pipeline": "my-pipeline"
          }
        }
      }
    }
  },
  "index_template_substitutions": {
    "my-index-template": {
      "index_patterns": [
        "my-index-*"
      ],
      "composed_of": [
        "component_template_1",
        "component_template_2"
      ]
    }
  },
  "mapping_addition": {
    "dynamic": "strict",
    "properties": {
      "foo": {
        "type": "keyword"
      }
    }
  }
}
A successful response when the simulation uses pipeline definitions that are already in the system.
{
  "docs": [
    {
      "doc": null,
      "_id": 123,
      "_index": "my-index",
      "_version": -3,
      "_source": {
        "field1": "value1",
        "field2": "value2",
        "foo": "bar"
      },
      "executed_pipelines": [
        "my-pipeline",
        "my-final-pipeline"
      ]
    },
    {
      "doc": null,
      "_id": 456,
      "_index": "my-index",
      "_version": "-3,",
      "_source": {
        "field1": "value1",
        "field2": "value2",
        "foo": "rab"
      },
      "executed_pipelines": [
        "my-pipeline",
        "my-final-pipeline"
      ]
    }
  ]
}
A successful response when the simulation uses pipeline substitutions.
{
  "docs": [
    {
      "doc": null,
      "_id": 123,
      "_index": "my-index",
      "_version": -3,
      "_source": {
        "field2": "value2",
        "foo": "BAR"
      },
      "executed_pipelines": [
        "my-pipeline",
        "my-final-pipeline"
      ]
    },
    {
      "doc": null,
      "_id": 456,
      "_index": "my-index",
      "_version": -3,
      "_source": {
        "field2": "value2",
        "foo": "RAB"
      },
      "executed_pipelines": [
        "my-pipeline",
        "my-final-pipeline"
      ]
    }
  ]
}
A successful response when the simulation uses pipeline substitutions.
{
  "docs": [
    {
      "doc": {
        "_id": "123",
        "_index": "my-index",
        "_version": -3,
        "_source": {
          "foo": "foo"
        },
        "executed_pipelines": []
      }
    },
    {
      "doc": {
        "_id": "456",
        "_index": "my-index",
        "_version": -3,
        "_source": {
          "bar": "rab"
        },
      "executed_pipelines": []
      }
    }
  ]
}


















































Get Logstash pipelines Added in 7.12.0

GET /_logstash/pipeline

Get pipelines that are used for Logstash Central Management.

External documentation

Responses

  • 200 application/json
    Hide response attribute Show response attribute object
    • * object Additional properties
      Hide * attributes Show * attributes object
      • description string Required

        A description of the pipeline. This description is not used by Elasticsearch or Logstash.

      • last_modified string | number Required

        A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

      • pipeline string Required

        The configuration for the pipeline.

        External documentation
      • pipeline_metadata object Required
        Hide pipeline_metadata attributes Show pipeline_metadata attributes object
      • pipeline_settings object Required
        Hide pipeline_settings attributes Show pipeline_settings attributes object
        • pipeline.workers number Required

          The number of workers that will, in parallel, execute the filter and output stages of the pipeline.

        • pipeline.batch.size number Required

          The maximum number of events an individual worker thread will collect from inputs before attempting to execute its filters and outputs.

        • pipeline.batch.delay number Required

          When creating pipeline event batches, how long in milliseconds to wait for each event before dispatching an undersized batch to pipeline workers.

        • queue.type string Required

          The internal queuing model to use for event buffering.

        • queue.max_bytes string Required

          The total capacity of the queue (queue.type: persisted) in number of bytes.

        • The maximum number of written events before forcing a checkpoint when persistent queues are enabled (queue.type: persisted).

      • username string Required

        The user who last updated the pipeline.

GET /_logstash/pipeline
curl \
 --request GET 'http://api.example.com/_logstash/pipeline' \
 --header "Authorization: $API_KEY"
Response examples (200)
A successful response from `GET _logstash/pipeline/my_pipeline`.
{
  "my_pipeline": {
    "description": "Sample pipeline for illustration purposes",
    "last_modified": "2021-01-02T02:50:51.250Z",
    "pipeline_metadata": {
      "type": "logstash_pipeline",
      "version": "1"
    },
    "username": "elastic",
    "pipeline": "input {}\\n filter { grok {} }\\n output {}",
    "pipeline_settings": {
      "pipeline.workers": 1,
      "pipeline.batch.size": 125,
      "pipeline.batch.delay": 50,
      "queue.type": "memory",
      "queue.max_bytes": "1gb",
      "queue.checkpoint.writes": 1024
    }
  }
}













Set upgrade_mode for ML indices Added in 6.7.0

POST /_ml/set_upgrade_mode

Sets a cluster wide upgrade_mode setting that prepares machine learning indices for an upgrade. When upgrading your cluster, in some circumstances you must restart your nodes and reindex your machine learning indices. In those circumstances, there must be no machine learning jobs running. You can close the machine learning jobs, do the upgrade, then open all the jobs again. Alternatively, you can use this API to temporarily halt tasks associated with the jobs and datafeeds and prevent new jobs from opening. You can also use this API during upgrades that do not require you to reindex your machine learning indices, though stopping jobs is not a requirement in that case. You can see the current value for the upgrade_mode setting by using the get machine learning info API.

Query parameters

  • enabled boolean

    When true, it enables upgrade_mode which temporarily halts all job and datafeed tasks and prohibits new job and datafeed tasks from starting.

  • timeout string

    The time to wait for the request to be completed.

Responses

  • 200 application/json
    Hide response attribute Show response attribute object
    • acknowledged boolean Required

      For a successful response, this value is always true. On failure, an exception is returned instead.

POST /_ml/set_upgrade_mode
curl \
 --request POST 'http://api.example.com/_ml/set_upgrade_mode' \
 --header "Authorization: $API_KEY"





























Delete anomaly jobs from a calendar Added in 6.2.0

DELETE /_ml/calendars/{calendar_id}/jobs/{job_id}

Path parameters

  • calendar_id string Required

    A string that uniquely identifies a calendar.

  • job_id string | array[string] Required

    An identifier for the anomaly detection jobs. It can be a job identifier, a group name, or a comma-separated list of jobs or groups.

Responses

DELETE /_ml/calendars/{calendar_id}/jobs/{job_id}
curl \
 --request DELETE 'http://api.example.com/_ml/calendars/{calendar_id}/jobs/{job_id}' \
 --header "Authorization: $API_KEY"
Response examples (200)
A successful response when deleting an anomaly detection job from a calendar.
{
  "calendar_id": "planned-outages",
  "job_ids": []
}




























Delete a filter Added in 5.4.0

DELETE /_ml/filters/{filter_id}

If an anomaly detection job references the filter, you cannot delete the filter. You must update or delete the job before you can delete the filter.

Path parameters

  • filter_id string Required

    A string that uniquely identifies a filter.

Responses

  • 200 application/json
    Hide response attribute Show response attribute object
    • acknowledged boolean Required

      For a successful response, this value is always true. On failure, an exception is returned instead.

DELETE /_ml/filters/{filter_id}
curl \
 --request DELETE 'http://api.example.com/_ml/filters/{filter_id}' \
 --header "Authorization: $API_KEY"
Response examples (200)
A successful response when deleting a filter.
{
  "acknowledged": true
}








Delete forecasts from a job Added in 6.5.0

DELETE /_ml/anomaly_detectors/{job_id}/_forecast/{forecast_id}

By default, forecasts are retained for 14 days. You can specify a different retention period with the expires_in parameter in the forecast jobs API. The delete forecast API enables you to delete one or more forecasts before they expire.

Path parameters

  • job_id string Required

    Identifier for the anomaly detection job.

  • forecast_id string Required

    A comma-separated list of forecast identifiers. If you do not specify this optional parameter or if you specify _all or * the API deletes all forecasts from the job.

Query parameters

  • Specifies whether an error occurs when there are no forecasts. In particular, if this parameter is set to false and there are no forecasts associated with the job, attempts to delete all forecasts return an error.

  • timeout string

    Specifies the period of time to wait for the completion of the delete operation. When this period of time elapses, the API fails and returns an error.

Responses

  • 200 application/json
    Hide response attribute Show response attribute object
    • acknowledged boolean Required

      For a successful response, this value is always true. On failure, an exception is returned instead.

DELETE /_ml/anomaly_detectors/{job_id}/_forecast/{forecast_id}
curl \
 --request DELETE 'http://api.example.com/_ml/anomaly_detectors/{job_id}/_forecast/{forecast_id}' \
 --header "Authorization: $API_KEY"
Response examples (200)
A successful response when deleting a forecast from an anomaly detection job.
{
  "acknowledged": true
}












































Get anomaly detection job results for buckets Added in 5.4.0

POST /_ml/anomaly_detectors/{job_id}/results/buckets

The API presents a chronological view of the records, grouped by bucket.

Path parameters

  • job_id string Required

    Identifier for the anomaly detection job.

Query parameters

  • Returns buckets with anomaly scores greater or equal than this value.

  • desc boolean

    If true, the buckets are sorted in descending order.

  • end string | number

    Returns buckets with timestamps earlier than this time. -1 means it is unset and results are not limited to specific timestamps.

  • If true, the output excludes interim results.

  • expand boolean

    If true, the output includes anomaly records.

  • from number

    Skips the specified number of buckets.

  • size number

    Specifies the maximum number of buckets to obtain.

  • sort string

    Specifies the sort field for the requested buckets.

  • start string | number

    Returns buckets with timestamps after this time. -1 means it is unset and results are not limited to specific timestamps.

application/json

Body

  • Refer to the description for the anomaly_score query parameter.

  • desc boolean

    Refer to the description for the desc query parameter.

  • end string | number

    A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

  • Refer to the description for the exclude_interim query parameter.

  • expand boolean

    Refer to the description for the expand query parameter.

  • page object
    Hide page attributes Show page attributes object
    • from number

      Skips the specified number of items.

    • size number

      Specifies the maximum number of items to obtain.

  • sort string

    Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

  • start string | number

    A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

Responses

  • 200 application/json
    Hide response attributes Show response attributes object
    • buckets array[object] Required
      Hide buckets attributes Show buckets attributes object
      • anomaly_score number Required

        The maximum anomaly score, between 0-100, for any of the bucket influencers. This is an overall, rate-limited score for the job. All the anomaly records in the bucket contribute to this score. This value might be updated as new data is analyzed.

      • bucket_influencers array[object] Required
        Hide bucket_influencers attributes Show bucket_influencers attributes object
        • anomaly_score number Required

          A normalized score between 0-100, which is calculated for each bucket influencer. This score might be updated as newer data is analyzed.

        • Time unit for seconds

        • influencer_field_name string Required

          Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • initial_anomaly_score number Required

          The score between 0-100 for each bucket influencer. This score is the initial value that was calculated at the time the bucket was processed.

        • is_interim boolean Required

          If true, this is an interim result. In other words, the results are calculated based on partial input data.

        • job_id string Required
        • probability number Required

          The probability that the bucket has this behavior, in the range 0 to 1. This value can be held to a high precision of over 300 decimal places, so the anomaly_score is provided as a human-readable and friendly interpretation of this.

        • raw_anomaly_score number Required

          Internal.

        • result_type string Required

          Internal. This value is always set to bucket_influencer.

        • Time unit for milliseconds

      • Time unit for seconds

      • event_count number Required

        The number of input data records processed in this bucket.

      • initial_anomaly_score number Required

        The maximum anomaly score for any of the bucket influencers. This is the initial value that was calculated at the time the bucket was processed.

      • is_interim boolean Required

        If true, this is an interim result. In other words, the results are calculated based on partial input data.

      • job_id string Required
      • Time unit for milliseconds

      • result_type string Required

        Internal. This value is always set to bucket.

      • Time unit for milliseconds

      • timestamp_string string | number

        A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

    • count number Required
POST /_ml/anomaly_detectors/{job_id}/results/buckets
curl \
 --request POST 'http://api.example.com/_ml/anomaly_detectors/{job_id}/results/buckets' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '{"anomaly_score":42.0,"desc":true,"":"string","exclude_interim":true,"expand":true,"page":{"from":42.0,"size":42.0},"sort":"string"}'
















Get anomaly detection job results for categories Added in 5.4.0

GET /_ml/anomaly_detectors/{job_id}/results/categories/{category_id}

Path parameters

  • job_id string Required

    Identifier for the anomaly detection job.

  • category_id string Required

    Identifier for the category, which is unique in the job. If you specify neither the category ID nor the partition_field_value, the API returns information about all categories. If you specify only the partition_field_value, it returns information about all categories for the specified partition.

Query parameters

  • from number

    Skips the specified number of categories.

  • Only return categories for the specified partition.

  • size number

    Specifies the maximum number of categories to obtain.

application/json

Body

  • page object
    Hide page attributes Show page attributes object
    • from number

      Skips the specified number of items.

    • size number

      Specifies the maximum number of items to obtain.

Responses

  • 200 application/json
    Hide response attributes Show response attributes object
    • categories array[object] Required
      Hide categories attributes Show categories attributes object
      • category_id number Required
      • examples array[string] Required

        A list of examples of actual values that matched the category.

      • job_id string Required
      • max_matching_length number Required
      • If per-partition categorization is enabled, this property identifies the field used to segment the categorization. It is not present when per-partition categorization is disabled.

      • If per-partition categorization is enabled, this property identifies the value of the partition_field_name for the category. It is not present when per-partition categorization is disabled.

      • regex string Required

        A regular expression that is used to search for values that match the category.

      • terms string Required

        A space separated list of the common tokens that are matched in values of the category.

      • The number of messages that have been matched by this category. This is only guaranteed to have the latest accurate count after a job _flush or _close

      • A list of category_id entries that this current category encompasses. Any new message that is processed by the categorizer will match against this category and not any of the categories in this list. This is only guaranteed to have the latest accurate list of categories after a job _flush or _close

      • p string
      • result_type string Required
      • mlcategory string Required
    • count number Required
GET /_ml/anomaly_detectors/{job_id}/results/categories/{category_id}
curl \
 --request GET 'http://api.example.com/_ml/anomaly_detectors/{job_id}/results/categories/{category_id}' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '{"page":{"from":42.0,"size":42.0}}'












































































































































































































































































































































































































































































































































































































































































Path parameters

  • index string | array[string] Required

    A comma-separated list of data streams, indices, and aliases to search. It supports wildcards (*).

Query parameters

  • If false, the request returns an error if any wildcard expression, index alias, or _all value targets only missing or closed indices. This behavior applies even if the request targets other open indices. For example, a request targeting foo*,bar* returns an error if an index starts with foo but no index starts with bar.

  • If true, network round-trips are minimized for cross-cluster search requests.

  • expand_wildcards string | array[string]

    The type of index that wildcard patterns can match. If the request can target data streams, this argument determines whether wildcard expressions match hidden data streams. Supports comma-separated values, such as open,hidden. Valid values are: all, open, closed, hidden, none.

    Supported values include:

    • all: Match any data stream or index, including hidden ones.
    • open: Match open, non-hidden indices. Also matches any non-hidden data stream.
    • closed: Match closed, non-hidden indices. Also matches any non-hidden data stream. Data streams cannot be closed.
    • hidden: Match hidden data streams and hidden indices. Must be combined with open, closed, or both.
    • none: Wildcard expressions are not accepted.
  • explain boolean

    If true, the response includes additional details about score computation as part of a hit.

  • ignore_throttled boolean Deprecated

    If true, specified concrete, expanded, or aliased indices are not included in the response when throttled.

  • If false, the request returns an error if it targets a missing or closed index.

  • The node or shard the operation should be performed on. It is random by default.

  • profile boolean

    If true, the query execution is profiled.

  • routing string

    A custom value used to route operations to a specific shard.

  • scroll string

    Specifies how long a consistent view of the index should be maintained for scrolled search.

  • The type of the search operation.

    Supported values include:

    • query_then_fetch: Documents are scored using local term and document frequencies for the shard. This is usually faster but less accurate.
    • dfs_query_then_fetch: Documents are scored using global term and document frequencies across all shards. This is usually slower but more accurate.

    Values are query_then_fetch or dfs_query_then_fetch.

  • If true, hits.total is rendered as an integer in the response. If false, it is rendered as an object.

  • typed_keys boolean

    If true, the response prefixes aggregation and suggester names with their respective types.

application/json

Body Required

  • explain boolean

    If true, returns detailed information about score calculation as part of each hit. If you specify both this and the explain query parameter, the API uses only the query parameter.

  • id string
  • params object

    Key-value pairs used to replace Mustache variables in the template. The key is the variable name. The value is the variable value.

    Hide params attribute Show params attribute object
    • * object Additional properties
  • profile boolean

    If true, the query execution is profiled.

  • source string | object

    One of:

Responses

POST /{index}/_search/template
curl \
 --request POST 'http://api.example.com/{index}/_search/template' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '"{\n  \"id\": \"my-search-template\",\n  \"params\": {\n    \"query_string\": \"hello world\",\n    \"from\": 0,\n    \"size\": 10\n  }\n}"'
Request example
Run `GET my-index/_search/template` to run a search with a search template.
{
  "id": "my-search-template",
  "params": {
    "query_string": "hello world",
    "from": 0,
    "size": 10
  }
}










































































































































































































































































































































































































































































































































































































































































































Preview a transform Added in 7.2.0

GET /_transform/{transform_id}/_preview

Generates a preview of the results that you will get when you create a transform with the same configuration.

It returns a maximum of 100 results. The calculations are based on all the current data in the source index. It also generates a list of mappings and settings for the destination index. These values are determined based on the field types of the source index and the transform aggregations.

Path parameters

  • transform_id string Required

    Identifier for the transform to preview. If you specify this path parameter, you cannot provide transform configuration details in the request body.

Query parameters

  • timeout string

    Period to wait for a response. If no response is received before the timeout expires, the request fails and returns an error.

application/json

Body

  • dest object
    Hide dest attributes Show dest attributes object
  • Free text description of the transform.

  • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

  • pivot object
    Hide pivot attributes Show pivot attributes object
    • Defines how to aggregate the grouped data. The following aggregations are currently supported: average, bucket script, bucket selector, cardinality, filter, geo bounds, geo centroid, geo line, max, median absolute deviation, min, missing, percentiles, rare terms, scripted metric, stats, sum, terms, top metrics, value count, weighted average.

    • group_by object

      Defines how to group the data. More than one grouping can be defined per pivot. The following groupings are currently supported: date histogram, geotile grid, histogram, terms.

      Hide group_by attribute Show group_by attribute object
      • * object Additional properties
        Hide * attributes Show * attributes object
        • Hide date_histogram attributes Show date_histogram attributes object
          • Values are second, 1s, minute, 1m, hour, 1h, day, 1d, week, 1w, month, 1M, quarter, 1q, year, or 1y.

          • Hide extended_bounds attributes Show extended_bounds attributes object
          • Hide hard_bounds attributes Show hard_bounds attributes object
          • field string

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

          • format string

            The date format used to format key_as_string in the response. If no format is specified, the first date format specified in the field mapping is used.

          • interval string

            A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

          • Only returns buckets that have min_doc_count number of documents. By default, all buckets between the first bucket that matches documents and the last one are returned.

          • missing string
          • offset string

            A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

          • params object
            Hide params attribute Show params attribute object
            • * object Additional properties
          • script object
            Hide script attributes Show script attributes object
            • id string
            • params object

              Specifies any named parameters that are passed into the script as variables. Use parameters instead of hard-coded values to decrease compile time.

            • options object
          • keyed boolean

            Set to true to associate a unique string key with each bucket and return the ranges as a hash rather than an array.

        • Hide geotile_grid attributes Show geotile_grid attributes object
        • Hide histogram attributes Show histogram attributes object
          • Hide extended_bounds attributes Show extended_bounds attributes object
            • max number

              Maximum value for the bound.

            • min number

              Minimum value for the bound.

          • Hide hard_bounds attributes Show hard_bounds attributes object
            • max number

              Maximum value for the bound.

            • min number

              Minimum value for the bound.

          • field string

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • interval number

            The interval for the buckets. Must be a positive decimal.

          • Only returns buckets that have min_doc_count number of documents. By default, the response will fill gaps in the histogram with empty buckets.

          • missing number

            The value to apply to documents that do not have a value. By default, documents without a value are ignored.

          • offset number

            By default, the bucket keys start with 0 and then continue in even spaced steps of interval. The bucket boundaries can be shifted by using the offset option.

          • script object
            Hide script attributes Show script attributes object
            • id string
            • params object

              Specifies any named parameters that are passed into the script as variables. Use parameters instead of hard-coded values to decrease compile time.

            • options object
          • format string
          • keyed boolean

            If true, returns buckets as a hash instead of an array, keyed by the bucket keys.

  • source object
    Hide source attributes Show source attributes object
    • index string | array[string] Required
    • Hide runtime_mappings attribute Show runtime_mappings attribute object
      • * object Additional properties
        Hide * attributes Show * attributes object
        • fields object

          For type composite

          Hide fields attribute Show fields attribute object
          • * object Additional properties
            Hide * attribute Show * attribute object
            • type string Required

              Values are boolean, composite, date, double, geo_point, geo_shape, ip, keyword, long, or lookup.

        • fetch_fields array[object]

          For type lookup

          Hide fetch_fields attributes Show fetch_fields attributes object
          • field string Required

            Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

          • format string
        • format string

          A custom format for date type runtime fields.

        • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

        • script object
          Hide script attributes Show script attributes object
          • source string | object

            One of:
          • id string
          • params object

            Specifies any named parameters that are passed into the script as variables. Use parameters instead of hard-coded values to decrease compile time.

            Hide params attribute Show params attribute object
            • * object Additional properties
          • lang string

            Any of:

            Values are painless, expression, mustache, or java.

          • options object
            Hide options attribute Show options attribute object
            • * string Additional properties
        • type string Required

          Values are boolean, composite, date, double, geo_point, geo_shape, ip, keyword, long, or lookup.

    • query object

      A query clause that retrieves a subset of data from the source index.

      Query DSL
  • settings object
    Hide settings attributes Show settings attributes object
    • Specifies whether the transform checkpoint ranges should be optimized for performance. Such optimization can align checkpoint ranges with the date histogram interval when date histogram is specified as a group source in the transform config. As a result, less document updates in the destination index will be performed thus improving overall performance.

    • Defines if dates in the ouput should be written as ISO formatted string or as millis since epoch. epoch_millis was the default for transforms created before version 7.11. For compatible output set this value to true.

    • Specifies whether the transform should deduce the destination index mappings from the transform configuration.

    • Specifies a limit on the number of input documents per second. This setting throttles the transform by adding a wait time between search requests. The default value is null, which disables throttling.

    • Defines the initial page size to use for the composite aggregation for each checkpoint. If circuit breaker exceptions occur, the page size is dynamically adjusted to a lower value. The minimum value is 10 and the maximum is 65,536.

    • unattended boolean

      If true, the transform runs in unattended mode. In unattended mode, the transform retries indefinitely in case of an error which means the transform never fails. Setting the number of retries other than infinite fails in validation.

  • sync object
    Hide sync attribute Show sync attribute object
    • time object
      Hide time attributes Show time attributes object
      • delay string

        A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

      • field string Required

        Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

  • Hide retention_policy attribute Show retention_policy attribute object
    • time object
      Hide time attributes Show time attributes object
      • field string Required

        Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

      • max_age string Required

        A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

  • latest object
    Hide latest attributes Show latest attributes object
    • sort string Required

      Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

    • unique_key array[string] Required

      Specifies an array of one or more fields that are used to group the data.

Responses

  • 200 application/json
    Hide response attributes Show response attributes object
    • generated_dest_index object Required
      Hide generated_dest_index attributes Show generated_dest_index attributes object
      • aliases object
        Hide aliases attribute Show aliases attribute object
      • mappings object
        Hide mappings attributes Show mappings attributes object
      • settings object
        Hide settings attributes Show settings attributes object
        • index object
        • mode string
        • Hide soft_deletes attributes Show soft_deletes attributes object
          • enabled boolean

            Indicates whether soft deletes are enabled on the index.

          • Hide retention_lease attribute Show retention_lease attribute object
            • period string Required

              A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • sort object
          Hide sort attributes Show sort attributes object
        • Values are true, false, or checksum.

        • codec string
        • routing_partition_size number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • auto_expand_replicas string | null

          One of:
        • merge object
          Hide merge attribute Show merge attribute object
          • Hide scheduler attributes Show scheduler attributes object
            • max_thread_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

            • max_merge_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • blocks object
          Hide blocks attributes Show blocks attributes object
          • read_only boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read_only_allow_delete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • write boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • metadata boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analyze object
          Hide analyze attribute Show analyze attribute object
          • max_token_count number | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • Hide highlight attribute Show highlight attribute object
        • routing object
          Hide routing attributes Show routing attributes object
        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide lifecycle attributes Show lifecycle attributes object
          • name string
          • indexing_complete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • If specified, this is the timestamp used to calculate the index age for its phase transitions. Use this setting if you create a new index that contains old data and want to use the original creation date to calculate the index age. Specified as a Unix epoch value in milliseconds.

          • Set to true to parse the origination date from the index name. This origination date is used to calculate the index age for its phase transitions. The index name must match the pattern .*-{date_format}-\d+, where the date_format is yyyy.MM.dd and the trailing digits are optional. An index that was rolled over would normally match the full format, for example logs-2016.10.31-000002). If the index name doesn’t match the pattern, index creation fails.

          • step object
            Hide step attribute Show step attribute object
            • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

          • The index alias to update when the index rolls over. Specify when using a policy that contains a rollover action. When the index rolls over, the alias is updated to reflect that the index is no longer the write index. For more information about rolling indices, see Rollover.

          • prefer_ilm boolean | string

            Preference for the system that manages a data stream backing index (preferring ILM when both ILM and DLM are applicable for an index).

        • creation_date number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • creation_date_string string | number

          A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • uuid string
        • version object
          Hide version attributes Show version attributes object
        • translog object
          Hide translog attributes Show translog attributes object
        • Hide query_string attribute Show query_string attribute object
          • lenient boolean | string Required

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analysis object
          Hide analysis attributes Show analysis attributes object
        • settings object
        • Hide time_series attributes Show time_series attributes object
          • end_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

          • start_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • queries object
          Hide queries attribute Show queries attribute object
          • cache object
            Hide cache attribute Show cache attribute object
        • Configure custom similarity settings to customize how search results are scored.

        • mapping object
          Hide mapping attributes Show mapping attributes object
          • coerce boolean
          • Hide total_fields attributes Show total_fields attributes object
            • limit number | string

              The maximum number of fields in an index. Field and object mappings, as well as field aliases count towards this limit. The limit is in place to prevent mappings and searches from becoming too large. Higher values can lead to performance degradations and memory issues, especially in clusters with a high load or few resources.

            • ignore_dynamic_beyond_limit boolean | string

              This setting determines what happens when a dynamically mapped field would exceed the total fields limit. When set to false (the default), the index request of the document that tries to add a dynamic field to the mapping will fail with the message Limit of total fields [X] has been exceeded. When set to true, the index request will not fail. Instead, fields that would exceed the limit are not added to the mapping, similar to dynamic: false. The fields that were not added to the mapping will be added to the _ignored field.

          • depth object
            Hide depth attribute Show depth attribute object
            • limit number

              The maximum depth for a field, which is measured as the number of inner objects. For instance, if all fields are defined at the root object level, then the depth is 1. If there is one object mapping, then the depth is 2, etc.

          • Hide nested_fields attribute Show nested_fields attribute object
            • limit number

              The maximum number of distinct nested mappings in an index. The nested type should only be used in special cases, when arrays of objects need to be queried independently of each other. To safeguard against poorly designed mappings, this setting limits the number of unique nested types per index.

          • Hide nested_objects attribute Show nested_objects attribute object
            • limit number

              The maximum number of nested JSON objects that a single document can contain across all nested types. This limit helps to prevent out of memory errors when a document contains too many nested objects.

          • Hide field_name_length attribute Show field_name_length attribute object
            • limit number

              Setting for the maximum length of a field name. This setting isn’t really something that addresses mappings explosion but might still be useful if you want to limit the field length. It usually shouldn’t be necessary to set this setting. The default is okay unless a user starts to add a huge number of fields with really long names. Default is Long.MAX_VALUE (no limit).

          • Hide dimension_fields attribute Show dimension_fields attribute object
            • limit number

              [preview] This functionality is in technical preview and may be changed or removed in a future release. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features.

          • source object
            Hide source attribute Show source attribute object
            • mode string Required

              Values are disabled, stored, or synthetic.

        • Hide indexing.slowlog attributes Show indexing.slowlog attributes object
          • level string
          • source number
          • reformat boolean
          • Hide threshold attribute Show threshold attribute object
            • index object
              Hide index attributes Show index attributes object
              • warn string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • info string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • debug string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • trace string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide indexing_pressure attribute Show indexing_pressure attribute object
          • memory object Required
            Hide memory attribute Show memory attribute object
            • limit number

              Number of outstanding bytes that may be consumed by indexing requests. When this limit is reached or exceeded, the node will reject new coordinating and primary operations. When replica operations consume 1.5x this limit, the node will reject new replica operations. Defaults to 10% of the heap.

        • store object
          Hide store attributes Show store attributes object
          • type string Required

            Any of:

            Values are fs, niofs, mmapfs, or hybridfs.

          • allow_mmap boolean

            You can restrict the use of the mmapfs and the related hybridfs store type via the setting node.store.allow_mmap. This is a boolean setting indicating whether or not memory-mapping is allowed. The default is to allow it. This setting is useful, for example, if you are in an environment where you can not control the ability to create a lot of memory maps so you need disable the ability to use memory-mapping.

      • defaults object
        Hide defaults attributes Show defaults attributes object
        • index object
        • mode string
        • Hide soft_deletes attributes Show soft_deletes attributes object
          • enabled boolean

            Indicates whether soft deletes are enabled on the index.

          • Hide retention_lease attribute Show retention_lease attribute object
            • period string Required

              A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • sort object
          Hide sort attributes Show sort attributes object
        • Values are true, false, or checksum.

        • codec string
        • routing_partition_size number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • auto_expand_replicas string | null

          One of:
        • merge object
          Hide merge attribute Show merge attribute object
          • Hide scheduler attributes Show scheduler attributes object
            • max_thread_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

            • max_merge_count number | string

              Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

              Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • blocks object
          Hide blocks attributes Show blocks attributes object
          • read_only boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read_only_allow_delete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • read boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • write boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • metadata boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analyze object
          Hide analyze attribute Show analyze attribute object
          • max_token_count number | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • Hide highlight attribute Show highlight attribute object
        • routing object
          Hide routing attributes Show routing attributes object
        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide lifecycle attributes Show lifecycle attributes object
          • name string
          • indexing_complete boolean | string

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

          • If specified, this is the timestamp used to calculate the index age for its phase transitions. Use this setting if you create a new index that contains old data and want to use the original creation date to calculate the index age. Specified as a Unix epoch value in milliseconds.

          • Set to true to parse the origination date from the index name. This origination date is used to calculate the index age for its phase transitions. The index name must match the pattern .*-{date_format}-\d+, where the date_format is yyyy.MM.dd and the trailing digits are optional. An index that was rolled over would normally match the full format, for example logs-2016.10.31-000002). If the index name doesn’t match the pattern, index creation fails.

          • step object
            Hide step attribute Show step attribute object
            • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

          • The index alias to update when the index rolls over. Specify when using a policy that contains a rollover action. When the index rolls over, the alias is updated to reflect that the index is no longer the write index. For more information about rolling indices, see Rollover.

          • prefer_ilm boolean | string

            Preference for the system that manages a data stream backing index (preferring ILM when both ILM and DLM are applicable for an index).

        • creation_date number | string

          Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

          Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • creation_date_string string | number

          A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • uuid string
        • version object
          Hide version attributes Show version attributes object
        • translog object
          Hide translog attributes Show translog attributes object
        • Hide query_string attribute Show query_string attribute object
          • lenient boolean | string Required

            Some APIs will return values such as numbers also as a string (notably epoch timestamps). This behavior is used to capture this behavior while keeping the semantics of the field type.

            Depending on the target language, code generators can keep the union or remove it and leniently parse strings to the target type.

        • analysis object
          Hide analysis attributes Show analysis attributes object
        • settings object
        • Hide time_series attributes Show time_series attributes object
          • end_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

          • start_time string | number

            A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

        • queries object
          Hide queries attribute Show queries attribute object
          • cache object
            Hide cache attribute Show cache attribute object
        • Configure custom similarity settings to customize how search results are scored.

        • mapping object
          Hide mapping attributes Show mapping attributes object
          • coerce boolean
          • Hide total_fields attributes Show total_fields attributes object
            • limit number | string

              The maximum number of fields in an index. Field and object mappings, as well as field aliases count towards this limit. The limit is in place to prevent mappings and searches from becoming too large. Higher values can lead to performance degradations and memory issues, especially in clusters with a high load or few resources.

            • ignore_dynamic_beyond_limit boolean | string

              This setting determines what happens when a dynamically mapped field would exceed the total fields limit. When set to false (the default), the index request of the document that tries to add a dynamic field to the mapping will fail with the message Limit of total fields [X] has been exceeded. When set to true, the index request will not fail. Instead, fields that would exceed the limit are not added to the mapping, similar to dynamic: false. The fields that were not added to the mapping will be added to the _ignored field.

          • depth object
            Hide depth attribute Show depth attribute object
            • limit number

              The maximum depth for a field, which is measured as the number of inner objects. For instance, if all fields are defined at the root object level, then the depth is 1. If there is one object mapping, then the depth is 2, etc.

          • Hide nested_fields attribute Show nested_fields attribute object
            • limit number

              The maximum number of distinct nested mappings in an index. The nested type should only be used in special cases, when arrays of objects need to be queried independently of each other. To safeguard against poorly designed mappings, this setting limits the number of unique nested types per index.

          • Hide nested_objects attribute Show nested_objects attribute object
            • limit number

              The maximum number of nested JSON objects that a single document can contain across all nested types. This limit helps to prevent out of memory errors when a document contains too many nested objects.

          • Hide field_name_length attribute Show field_name_length attribute object
            • limit number

              Setting for the maximum length of a field name. This setting isn’t really something that addresses mappings explosion but might still be useful if you want to limit the field length. It usually shouldn’t be necessary to set this setting. The default is okay unless a user starts to add a huge number of fields with really long names. Default is Long.MAX_VALUE (no limit).

          • Hide dimension_fields attribute Show dimension_fields attribute object
            • limit number

              [preview] This functionality is in technical preview and may be changed or removed in a future release. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features.

          • source object
            Hide source attribute Show source attribute object
            • mode string Required

              Values are disabled, stored, or synthetic.

        • Hide indexing.slowlog attributes Show indexing.slowlog attributes object
          • level string
          • source number
          • reformat boolean
          • Hide threshold attribute Show threshold attribute object
            • index object
              Hide index attributes Show index attributes object
              • warn string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • info string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • debug string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

              • trace string

                A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide indexing_pressure attribute Show indexing_pressure attribute object
          • memory object Required
            Hide memory attribute Show memory attribute object
            • limit number

              Number of outstanding bytes that may be consumed by indexing requests. When this limit is reached or exceeded, the node will reject new coordinating and primary operations. When replica operations consume 1.5x this limit, the node will reject new replica operations. Defaults to 10% of the heap.

        • store object
          Hide store attributes Show store attributes object
          • type string Required

            Any of:

            Values are fs, niofs, mmapfs, or hybridfs.

          • allow_mmap boolean

            You can restrict the use of the mmapfs and the related hybridfs store type via the setting node.store.allow_mmap. This is a boolean setting indicating whether or not memory-mapping is allowed. The default is to allow it. This setting is useful, for example, if you are in an environment where you can not control the ability to create a lot of memory maps so you need disable the ability to use memory-mapping.

      • Hide lifecycle attributes Show lifecycle attributes object
        • A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

        • Hide downsampling attribute Show downsampling attribute object
          • rounds array[object] Required

            The list of downsampling rounds to execute as part of this downsampling configuration

            Hide rounds attributes Show rounds attributes object
            • after string Required

              A duration. Units can be nanos, micros, ms (milliseconds), s (seconds), m (minutes), h (hours) and d (days). Also accepts "0" without a unit and "-1" to indicate an unspecified value.

            • config object Required
        • enabled boolean

          If defined, it turns data stream lifecycle on/off (true/false) for this data stream. A data stream lifecycle that's disabled (enabled: false) will have no effect on the data stream.

    • preview array[object] Required
GET /_transform/{transform_id}/_preview
curl \
 --request GET 'http://api.example.com/_transform/{transform_id}/_preview' \
 --header "Authorization: $API_KEY" \
 --header "Content-Type: application/json" \
 --data '"{\n  \"source\": {\n    \"index\": \"kibana_sample_data_ecommerce\"\n  },\n  \"pivot\": {\n    \"group_by\": {\n      \"customer_id\": {\n        \"terms\": {\n          \"field\": \"customer_id\",\n          \"missing_bucket\": true\n        }\n      }\n    },\n    \"aggregations\": {\n      \"max_price\": {\n        \"max\": {\n          \"field\": \"taxful_total_price\"\n        }\n      }\n    }\n  }\n}"'
Request example
Run `POST _transform/_preview` to preview a transform that uses the pivot method.
{
  "source": {
    "index": "kibana_sample_data_ecommerce"
  },
  "pivot": {
    "group_by": {
      "customer_id": {
        "terms": {
          "field": "customer_id",
          "missing_bucket": true
        }
      }
    },
    "aggregations": {
      "max_price": {
        "max": {
          "field": "taxful_total_price"
        }
      }
    }
  }
}
Response examples (200)
An abbreviated response from `POST _transform/_preview` that contains a preview a transform that uses the pivot method.
{
  "preview": [
    {
      "max_price": 171,
      "customer_id": "10"
    },
    {
      "max_price": 233,
      "customer_id": "11"
    },
    {
      "max_price": 200,
      "customer_id": "12"
    },
    {
      "max_price": 301,
      "customer_id": "13"
    },
    {
      "max_price": 176,
      "customer_id": "14"
    },
    {
      "max_price": 2250,
      "customer_id": "15"
    },
    {
      "max_price": 170,
      "customer_id": "16"
    },
    {
      "max_price": 243,
      "customer_id": "17"
    },
    {
      "max_price": 154,
      "customer_id": "18"
    },
    {
      "max_price": 393,
      "customer_id": "19"
    },
    {
      "max_price": 165,
      "customer_id": "20"
    },
    {
      "max_price": 115,
      "customer_id": "21"
    },
    {
      "max_price": 192,
      "customer_id": "22"
    },
    {
      "max_price": 169,
      "customer_id": "23"
    },
    {
      "max_price": 230,
      "customer_id": "24"
    },
    {
      "max_price": 278,
      "customer_id": "25"
    },
    {
      "max_price": 200,
      "customer_id": "26"
    },
    {
      "max_price": 344,
      "customer_id": "27"
    },
    {
      "max_price": 175,
      "customer_id": "28"
    },
    {
      "max_price": 177,
      "customer_id": "29"
    },
    {
      "max_price": 190,
      "customer_id": "30"
    },
    {
      "max_price": 190,
      "customer_id": "31"
    },
    {
      "max_price": 205,
      "customer_id": "32"
    },
    {
      "max_price": 215,
      "customer_id": "33"
    },
    {
      "max_price": 270,
      "customer_id": "34"
    },
    {
      "max_price": 184,
      "customer_id": "36"
    },
    {
      "max_price": 222,
      "customer_id": "37"
    },
    {
      "max_price": 370,
      "customer_id": "38"
    },
    {
      "max_price": 240,
      "customer_id": "39"
    },
    {
      "max_price": 230,
      "customer_id": "4"
    },
    {
      "max_price": 229,
      "customer_id": "41"
    },
    {
      "max_price": 190,
      "customer_id": "42"
    },
    {
      "max_price": 150,
      "customer_id": "43"
    },
    {
      "max_price": 175,
      "customer_id": "44"
    },
    {
      "max_price": 190,
      "customer_id": "45"
    },
    {
      "max_price": 150,
      "customer_id": "46"
    },
    {
      "max_price": 310,
      "customer_id": "48"
    },
    {
      "max_price": 223,
      "customer_id": "49"
    },
    {
      "max_price": 283,
      "customer_id": "5"
    },
    {
      "max_price": 185,
      "customer_id": "50"
    },
    {
      "max_price": 190,
      "customer_id": "51"
    },
    {
      "max_price": 333,
      "customer_id": "52"
    },
    {
      "max_price": 165,
      "customer_id": "6"
    },
    {
      "max_price": 144,
      "customer_id": "7"
    },
    {
      "max_price": 198,
      "customer_id": "8"
    },
    {
      "max_price": 210,
      "customer_id": "9"
    }
  ],
  "generated_dest_index": {
    "mappings": {
      "_meta": {
        "_transform": {
          "transform": "transform-preview",
          "version": {
            "created": "10.0.0"
          },
          "creation_date_in_millis": 1712948905889
        },
        "created_by": "transform"
      },
      "properties": {
        "max_price": {
          "type": "half_float"
        },
        "customer_id": {
          "type": "keyword"
        }
      }
    },
    "settings": {
      "index": {
        "number_of_shards": "1",
        "auto_expand_replicas": "0-1"
      }
    },
    "aliases": {}
  }
}