VictoriaMetrics/docs/VictoriaLogs/data-ingestion/README.md

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6	Data ingestion	6	docs identifier parent weight victorialogs-data-ingestion victorialogs 6

Data ingestion

VictoriaLogs can accept logs from the following log collectors:

• Filebeat. See how to setup Filebeat for sending logs to VictoriaLogs.
• Fluentbit. See how to setup Fluentbit for sending logs to VictoriaLogs.
• Logstash. See how to setup Logstash for sending logs to VictoriaLogs.
• Vector. See how to setup Vector for sending logs to VictoriaLogs.

The ingested logs can be queried according to these docs.

See also:

• Log collectors and data ingestion formats.
• Data ingestion troubleshooting.

HTTP APIs

VictoriaLogs supports the following data ingestion HTTP APIs:

• Elasticsearch bulk API. See these docs.
• JSON stream API aka ndjson. See these docs.

VictoriaLogs accepts optional HTTP parameters at data ingestion HTTP APIs.

Elasticsearch bulk API

VictoriaLogs accepts logs in Elasticsearch bulk API / OpenSearch Bulk API format at http://localhost:9428/insert/elasticsearch/_bulk endpoint.

The following command pushes a single log line to VictoriaLogs:

echo '{"create":{}}
{"_msg":"cannot open file","_time":"2023-06-21T04:24:24Z","host.name":"host123"}
' | curl -X POST -H 'Content-Type: application/json' --data-binary @- http://localhost:9428/insert/elasticsearch/_bulk

It is possible to push thousands of log lines in a single request to this API.

See these docs for details on fields, which must be present in the ingested log messages.

The API accepts various http parameters, which can change the data ingestion behavior - these docs for details.

The following command verifies that the data has been successfully ingested to VictoriaLogs by querying it:

curl http://localhost:9428/select/logsql/query -d 'query=host.name:host123'

The command should return the following response:

{"_msg":"cannot open file","_stream":"{}","_time":"2023-06-21T04:24:24Z","host.name":"host123"}

Note that the response contains _msg, _stream and _time fields plus the explicitly mentioned fields. See these docs for details.

See also:

• How to debug data ingestion.
• HTTP parameters, which can be passed to the API.
• How to query VictoriaLogs.

JSON stream API

VictoriaLogs accepts JSON line stream aka ndjson at http://localhost:9428/insert/jsonline endpoint.

The following command pushes multiple log lines to VictoriaLogs:

echo '{ "log": { "level": "info", "message": "hello world" }, "date": "2023-06-20T15:31:23Z", "stream": "stream1" }
{ "log": { "level": "error", "message": "oh no!" }, "date": "2023-06-20T15:32:10.567Z", "stream": "stream1" }
{ "log": { "level": "info", "message": "hello world" }, "date": "2023-06-20T15:35:11.567890+02:00", "stream": "stream2" }
' | curl -X POST -H 'Content-Type: application/stream+json' --data-binary @- \
 'http://localhost:9428/insert/jsonline?_stream_fields=stream&_time_field=date&_msg_field=log.message'

It is possible to push unlimited number of log lines in a single request to this API.

The timestamp field must be in the ISO8601 format. For example, 2023-06-20T15:32:10Z. Optional fractional part of seconds can be specified after the dot - 2023-06-20T15:32:10.123Z. Timezone can be specified instead of Z suffix - 2023-06-20T15:32:10+02:00.

See these docs for details on fields, which must be present in the ingested log messages.

The API accepts various http parameters, which can change the data ingestion behavior - these docs for details.

The following command verifies that the data has been successfully ingested into VictoriaLogs by querying it:

curl http://localhost:9428/select/logsql/query -d 'query=log.level:*'

The command should return the following response:

{"_msg":"hello world","_stream":"{stream=\"stream2\"}","_time":"2023-06-20T13:35:11.56789Z","log.level":"info"}
{"_msg":"hello world","_stream":"{stream=\"stream1\"}","_time":"2023-06-20T15:31:23Z","log.level":"info"}
{"_msg":"oh no!","_stream":"{stream=\"stream1\"}","_time":"2023-06-20T15:32:10.567Z","log.level":"error"}

Note that the response contains _msg, _stream and _time fields plus the explicitly mentioned fields. See these docs for details.

See also:

• How to debug data ingestion.
• HTTP parameters, which can be passed to the API.
• How to query VictoriaLogs.

HTTP parameters

VictoriaLogs accepts the following parameters at data ingestion HTTP APIs:

• _msg_field - it must contain the name of the log field with the log message generated by the log shipper. This is usually the message field for Filebeat and Logstash. If the _msg_field parameter isn't set, then VictoriaLogs reads the log message from the _msg field.

• _time_field - it must contain the name of the log field with the log timestamp generated by the log shipper. This is usually the @timestamp field for Filebeat and Logstash. If the _time_field parameter isn't set, then VictoriaLogs reads the timestamp from the _time field. If this field doesn't exist, then the current timestamp is used.

• _stream_fields - it should contain comma-separated list of log field names, which uniquely identify every log stream collected the log shipper. If the _stream_fields parameter isn't set, then all the ingested logs are written to default log stream - {}.

• ignore_fields - this parameter may contain the list of log field names, which must be ignored during data ingestion.

• debug - if this parameter is set to 1, then the ingested logs aren't stored in VictoriaLogs. Instead, the ingested data is logged by VictoriaLogs, so it can be investigated later.

See also HTTP headers.

HTTP headers

VictoriaLogs accepts optional AccountID and ProjectID headers at data ingestion HTTP APIs. These headers may contain the needed tenant to ingest data to. See multitenancy docs for details.

Troubleshooting

VictoriaLogs provides the following command-line flags, which can help debugging data ingestion issues:

• -logNewStreams - if this flag is passed to VictoriaLogs, then it logs all the newly registered log streams. This may help debugging high cardinality issues.
• -logIngestedRows - if this flag is passed to VictoriaLogs, then it logs all the ingested log entries. See also debug parameter.

VictoriaLogs exposes various metrics, which may help debugging data ingestion issues:

• vl_rows_ingested_total - the number of ingested log entries since the last VictoriaLogs restart. If this number icreases over time, then logs are successfully ingested into VictoriaLogs. The ingested logs can be inspected in the following ways:
  • By passing debug=1 parameter to every request to data ingestion APIs. The ingested rows aren't stored in VictoriaLogs in this case. Instead, they are logged, so they can be investigated later. The vl_rows_dropped_total metric is incremented for each logged row.
  • By passing -logIngestedRows command-line flag to VictoriaLogs. In this case it logs all the ingested data, so it can be investigated later.
• vl_streams_created_total - the number of created log streams since the last VictoriaLogs restart. If this metric grows rapidly during extended periods of time, then this may lead to high cardinality issues. The newly created log streams can be inspected in logs by passing -logNewStreams command-line flag to VictoriaLogs.

Log collectors and data ingestion formats

Here is the list of log collectors and their ingestion formats supported by VictoriaLogs:

How to setup the collector	Format: Elasticsearch	Format: JSON Stream
Filebeat	Yes	No
Fluentbit	No	Yes
Logstash	Yes	No
Vector	Yes	No