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Databend Query Metrics

A databend-query server records metrics in table system.metrics.

The metric_api_address to listen on that can be scraped by Prometheus and will return a prometheus format of metrics.

Note: Default metric_api_address value is : 127.0.0.1:7070 , Prometheus can access this uri: http://127.0.0.1:7070/metrics

MySQL> DESC system.metrics;
+--------+---------+------+---------+-------+
| Field | Type | Null | Default | Extra |
+--------+---------+------+---------+-------+
| metric | VARCHAR | NO | | |
| kind | VARCHAR | NO | | |
| labels | VARCHAR | NO | | |
| value | VARCHAR | NO | | |
+--------+---------+------+---------+-------+

Metrics has four attributes: metric, kind, labels, value.

metric indicate the name of the metric contained in the databend-query.

kind records the kind of metric. Available kinds:

labels records the label of metric.

value records the value of metric.

Metrics

信息

Databend uses summary metrics to keep track of the total time spent handling various requests. Value quantile contains: [0.0, 0.5, 0.9, 0.99, 0.999].

metrickinddescriptionlabels
cluster_discovered_node_gaugegaugeThe number of nodes discovered in the current cluster.tenant_id, cluster_id, flight_address and local_id(a inner cluster unique id)
interpreter_usedtimesummarySql interpreter used time.
meta_grpc_client_request_duration_mssummaryThe time used for requesting the remote meta service.endpoint, request
meta_grpc_client_request_inflightgaugeThe currently on going request to remote meta service.
meta_grpc_client_request_successcounterThe total amount for successful request to remote meta service.
mysql_process_request_durationsummaryMySQL interactive process request used.
opendal_bytes_totalcounterThe total data size opendal handled in byte.operation, service
opendal_errors_totalcounterThe total error count of opendal operations.operation, service
opendal_failures_totalcounterThe total failure count of opendal operations.operation, service
opendal_requests_duration_secondssummaryThe time used by opendal to request remote storage backend.operation, service
opendal_requests_totalcounterThe total count of opendal operations.operation, service
query_duration_mssummaryThe time used by each single query.tenant, cluster, handler, kind
query_result_bytescounterThe total returned data size of query result in byte.tenant, cluster, handler, kind
query_result_rowscounterThe total returned data rows of query result.tenant, cluster, handler, kind
query_scan_bytescounterThe total scanned data size by query in byte.tenant, cluster, handler, kind
query_scan_io_bytescounterThe total scanned transferred data size by query in byte.tenant, cluster, handler, kind
query_scan_partitionscounterThe total scanned partitions by query.tenant, cluster, handler, kind
query_scan_rowscounterThe total scanned data rows by query.tenant, cluster, handler, kind
query_startcounterThe total count of query started.tenant, cluster, handler, kind
query_successcounterThe total count of query succeeded.tenant, cluster, handler, kind
query_total_partitionscounterThe total partitions for query.tenant, cluster, handler, kind
query_write_bytescounterThe total data size written by query in byte.tenant, cluster, handler, kind
query_write_io_bytescounterThe total data size written and transferred by query in byte.tenant, cluster, handler, kind
query_write_rowscounterThe total data rows written by query.tenant, cluster, handler, kind
session_close_numberscounterThe number of sessions have been disconnected since the server was started.tenant, cluster_name
session_connect_numberscounterThe number of sessions have been connected since the server was started.tenant, cluster_name