Query NebulaGraph metrics¶

NebulaGraph supports querying the monitoring metrics through HTTP ports.

Metrics structure¶

Each metric of NebulaGraph consists of three fields: name, type, and time range. The fields are separated by periods, for example, num_queries.sum.600. Different NebulaGraph services (Graph, Storage, or Meta) support different metrics. The detailed description is as follows.

Field	Example	Description
Metric name	`num_queries`	Indicates the function of the metric.
Metric type	`sum`	Indicates how the metrics are collected. Supported types are SUM, AVG, RATE, and the P-th sample quantiles such as P75, P95, P99, and P99.9.
Time range	`600`	The time range in seconds for the metric collection. Supported values are 5, 60, 600, and 3600, representing the last 5 seconds, 1 minute, 10 minutes, and 1 hour.

Query metrics over HTTP¶

Syntax¶

curl -G "http://<ip>:<port>/stats?stats=<metric_name_list> [&format=json]"

Parameter	Description
`ip`	The IP address of the server. You can find it in the configuration file in the installation directory.
`port`	The HTTP port of the server. You can find it in the configuration file in the installation directory. The default ports are 19559 (Meta), 19669 (Graph), and 19779 (Storage).
`metric_name_list`	The metrics names. Multiple metrics are separated by commas (,).
`&format=json`	Optional. Returns the result in the JSON format.

Note

If NebulaGraph is deployed with Docker Compose, run docker-compose ps to check the ports that are mapped from the service ports inside of the container and then query through them.

Query a single metric¶

Query the query number in the last 10 minutes in the Graph Service.

$ curl -G "http://192.168.8.40:19669/stats?stats=num_queries.sum.600"
num_queries.sum.600=400

Query multiple metrics¶

Query the following metrics together:

The average heartbeat latency in the last 1 minute.

The average latency of the slowest 1% heartbeats, i.e., the P99 heartbeats, in the last 10 minutes.

$ curl -G "http://192.168.8.40:19559/stats?stats=heartbeat_latency_us.avg.60,heartbeat_latency_us.p99.600"
heartbeat_latency_us.avg.60=281
heartbeat_latency_us.p99.600=985

Return a JSON result.¶

Query the number of new vertices in the Storage Service in the last 10 minutes and return the result in the JSON format.

$ curl -G "http://192.168.8.40:19779/stats?stats=num_add_vertices.sum.600&format=json"
[{"value":1,"name":"num_add_vertices.sum.600"}]

Query all metrics in a service.¶

If no metric is specified in the query, NebulaGraph returns all metrics in the service.

$ curl -G "http://192.168.8.40:19559/stats"
heartbeat_latency_us.avg.5=304
heartbeat_latency_us.avg.60=308
heartbeat_latency_us.avg.600=299
heartbeat_latency_us.avg.3600=285
heartbeat_latency_us.p75.5=652
heartbeat_latency_us.p75.60=669
heartbeat_latency_us.p75.600=651
heartbeat_latency_us.p75.3600=642
heartbeat_latency_us.p95.5=930
heartbeat_latency_us.p95.60=963
heartbeat_latency_us.p95.600=933
heartbeat_latency_us.p95.3600=929
heartbeat_latency_us.p99.5=986
heartbeat_latency_us.p99.60=1409
heartbeat_latency_us.p99.600=989
heartbeat_latency_us.p99.3600=986
num_heartbeats.rate.5=0
num_heartbeats.rate.60=0
num_heartbeats.rate.600=0
num_heartbeats.rate.3600=0
num_heartbeats.sum.5=2
num_heartbeats.sum.60=40
num_heartbeats.sum.600=394
num_heartbeats.sum.3600=2364
...

Space-level metrics¶

The Graph service supports a set of space-level metrics that record the information of different graph spaces separately.

Space-level metrics can be queried only by querying all metrics. For example, run curl -G "http://192.168.8.40:19559/stats" to show all metrics. The returned result contains the graph space name in the form of '{space=space_name}', such as num_active_queries{space=basketballplayer}.sum.5=0.

Caution

To enable space-level metrics, set the value of enable_space_level_metrics to true in the Graph service configuration file before starting NebulaGraph. For details about how to modify the configuration, see Configuration Management.

Metric description¶

Graph¶

Parameter	Description
`num_active_queries`	The number of changes in the number of active queries. Formula: The number of started queries minus the number of finished queries within a specified time.
`num_active_sessions`	The number of changes in the number of active sessions. Formula: The number of logged in sessions minus the number of logged out sessions within a specified time. For example, when querying `num_active_sessions.sum.5`, if there were 10 sessions logged in and 30 sessions logged out in the last 5 seconds, the value of this metric is `-20` (10-30).
`num_aggregate_executors`	The number of executions for the Aggregation operator.
`num_auth_failed_sessions_bad_username_password`	The number of sessions where authentication failed due to incorrect username and password.
`num_auth_failed_sessions_out_of_max_allowed`	The number of sessions that failed to authenticate logins because the value of the parameter `FLAG_OUT_OF_MAX_ALLOWED_CONNECTIONS` was exceeded.
`num_auth_failed_sessions`	The number of sessions in which login authentication failed.
`num_indexscan_executors`	The number of executions for index scan operators.
`num_killed_queries`	The number of killed queries.
`num_opened_sessions`	The number of sessions connected to the server.
`num_queries`	The number of queries.
`num_query_errors_leader_changes`	The number of the raft leader changes due to query errors.
`num_query_errors`	The number of query errors.
`num_reclaimed_expired_sessions`	The number of expired sessions actively reclaimed by the server.
`num_rpc_sent_to_metad_failed`	The number of failed RPC requests that the Graphd service sent to the Metad service.
`num_rpc_sent_to_metad`	The number of RPC requests that the Graphd service sent to the Metad service.
`num_rpc_sent_to_storaged_failed`	The number of failed RPC requests that the Graphd service sent to the Storaged service.
`num_rpc_sent_to_storaged`	The number of RPC requests that the Graphd service sent to the Storaged service.
`num_sentences`	The number of statements received by the Graphd service.
`num_slow_queries`	The number of slow queries.
`num_sort_executors`	The number of executions for the Sort operator.
`optimizer_latency_us`	The latency of executing optimizer statements.
`query_latency_us`	The latency of queries.
`slow_query_latency_us`	The latency of slow queries.
`num_queries_hit_memory_watermark`	The number of queries reached the memory watermark.

Meta¶

Parameter	Description
`commit_log_latency_us`	The latency of committing logs in Raft.
`commit_snapshot_latency_us`	The latency of committing snapshots in Raft.
`heartbeat_latency_us`	The latency of heartbeats.
`num_heartbeats`	The number of heartbeats.
`num_raft_votes`	The number of votes in Raft.
`transfer_leader_latency_us`	The latency of transferring the raft leader.
`num_agent_heartbeats`	The number of heartbeats for the AgentHBProcessor.
`agent_heartbeat_latency_us`	The latency of the AgentHBProcessor.
`replicate_log_latency_us`	The latency of replicating the log record to most nodes by Raft.
`num_send_snapshot`	The number of times that Raft sends snapshots to other nodes.
`append_log_latency_us`	The latency of replicating the log record to a single node by Raft.
`append_wal_latency_us`	The Raft write latency for a single WAL.
`num_grant_votes`	The number of times that Raft votes for other nodes.
`num_start_elect`	The number of times that Raft starts an election.

Storage¶

Parameter	Description
`add_edges_latency_us`	The latency of adding edges.
`add_vertices_latency_us`	The latency of adding vertices.
`commit_log_latency_us`	The latency of committing logs in Raft.
`commit_snapshot_latency_us`	The latency of committing snapshots in Raft.
`delete_edges_latency_us`	The latency of deleting edges.
`delete_vertices_latency_us`	The latency of deleting vertices.
`get_neighbors_latency_us`	The latency of querying neighbor vertices.
`get_dst_by_src_latency_us`	The latency of querying the destination vertex by the source vertex.
`num_get_prop`	The number of executions for the GetPropProcessor.
`num_get_neighbors_errors`	The number of execution errors for the GetNeighborsProcessor.
`num_get_dst_by_src_errors`	The number of execution errors for the GetDstBySrcProcessor.
`get_prop_latency_us`	The latency of executions for the GetPropProcessor.
`num_edges_deleted`	The number of deleted edges.
`num_edges_inserted`	The number of inserted edges.
`num_raft_votes`	The number of votes in Raft.
`num_rpc_sent_to_metad_failed`	The number of failed RPC requests that the Storage service sent to the Meta service.
`num_rpc_sent_to_metad`	The number of RPC requests that the Storaged service sent to the Metad service.
`num_tags_deleted`	The number of deleted tags.
`num_vertices_deleted`	The number of deleted vertices.
`num_vertices_inserted`	The number of inserted vertices.
`transfer_leader_latency_us`	The latency of transferring the raft leader.
`lookup_latency_us`	The latency of executions for the LookupProcessor.
`num_lookup_errors`	The number of execution errors for the LookupProcessor.
`num_scan_vertex`	The number of executions for the ScanVertexProcessor.
`num_scan_vertex_errors`	The number of execution errors for the ScanVertexProcessor.
`update_edge_latency_us`	The latency of executions for the UpdateEdgeProcessor.
`num_update_vertex`	The number of executions for the UpdateVertexProcessor.
`num_update_vertex_errors`	The number of execution errors for the UpdateVertexProcessor.
`kv_get_latency_us`	The latency of executions for the Getprocessor.
`kv_put_latency_us`	The latency of executions for the PutProcessor.
`kv_remove_latency_us`	The latency of executions for the RemoveProcessor.
`num_kv_get_errors`	The number of execution errors for the GetProcessor.
`num_kv_get`	The number of executions for the GetProcessor.
`num_kv_put_errors`	The number of execution errors for the PutProcessor.
`num_kv_put`	The number of executions for the PutProcessor.
`num_kv_remove_errors`	The number of execution errors for the RemoveProcessor.
`num_kv_remove`	The number of executions for the RemoveProcessor.
`forward_tranx_latency_us`	The latency of transmission.
`scan_edge_latency_us`	The latency of executions for the ScanEdgeProcessor.
`num_scan_edge_errors`	The number of execution errors for the ScanEdgeProcessor.
`num_scan_edge`	The number of executions for the ScanEdgeProcessor.
`scan_vertex_latency_us`	The latency of executions for the ScanVertexProcessor.
`num_add_edges`	The number of times that edges are added.
`num_add_edges_errors`	The number of errors when adding edges.
`num_add_vertices`	The number of times that vertices are added.
`num_start_elect`	The number of times that Raft starts an election.
`num_add_vertices_errors`	The number of errors when adding vertices.
`num_delete_vertices_errors`	The number of errors when deleting vertices.
`append_log_latency_us`	The latency of replicating the log record to a single node by Raft.
`num_grant_votes`	The number of times that Raft votes for other nodes.
`replicate_log_latency_us`	The latency of replicating the log record to most nodes by Raft.
`num_delete_tags`	The number of times that tags are deleted.
`num_delete_tags_errors`	The number of errors when deleting tags.
`num_delete_edges`	The number of edge deletions.
`num_delete_edges_errors`	The number of errors when deleting edges
`num_send_snapshot`	The number of times that snapshots are sent.
`update_vertex_latency_us`	The latency of executions for the UpdateVertexProcessor.
`append_wal_latency_us`	The Raft write latency for a single WAL.
`num_update_edge`	The number of executions for the UpdateEdgeProcessor.
`delete_tags_latency_us`	The latency of deleting tags.
`num_update_edge_errors`	The number of execution errors for the UpdateEdgeProcessor.
`num_get_neighbors`	The number of executions for the GetNeighborsProcessor.
`num_get_dst_by_src`	The number of executions for the GetDstBySrcProcessor.
`num_get_prop_errors`	The number of execution errors for the GetPropProcessor.
`num_delete_vertices`	The number of times that vertices are deleted.
`num_lookup`	The number of executions for the LookupProcessor.
`num_sync_data`	The number of times the Storage service synchronizes data from the Drainer.
`num_sync_data_errors`	The number of errors that occur when the Storage service synchronizes data from the Drainer.
`sync_data_latency_us`	The latency of the Storage service synchronizing data from the Drainer.

Graph space¶

Note

Space-level metrics are created dynamically, so that only when the behavior is triggered in the graph space, the corresponding metric is created and can be queried by the user.

Parameter	Description
`num_active_queries`	The number of queries currently being executed.
`num_queries`	The number of queries.
`num_sentences`	The number of statements received by the Graphd service.
`optimizer_latency_us`	The latency of executing optimizer statements.
`query_latency_us`	The latency of queries.
`num_slow_queries`	The number of slow queries.
`num_query_errors`	The number of query errors.
`num_query_errors_leader_changes`	The number of raft leader changes due to query errors.
`num_killed_queries`	The number of killed queries.
`num_aggregate_executors`	The number of executions for the Aggregation operator.
`num_sort_executors`	The number of executions for the Sort operator.
`num_indexscan_executors`	The number of executions for index scan operators.
`num_auth_failed_sessions_bad_username_password`	The number of sessions where authentication failed due to incorrect username and password.
`num_auth_failed_sessions`	The number of sessions in which login authentication failed.
`num_opened_sessions`	The number of sessions connected to the server.
`num_queries_hit_memory_watermark`	The number of queries reached the memory watermark.
`num_reclaimed_expired_sessions`	The number of expired sessions actively reclaimed by the server.
`num_rpc_sent_to_metad_failed`	The number of failed RPC requests that the Graphd service sent to the Metad service.
`num_rpc_sent_to_metad`	The number of RPC requests that the Graphd service sent to the Metad service.
`num_rpc_sent_to_storaged_failed`	The number of failed RPC requests that the Graphd service sent to the Storaged service.
`num_rpc_sent_to_storaged`	The number of RPC requests that the Graphd service sent to the Storaged service.
`slow_query_latency_us`	The latency of slow queries.

Single process metrics¶

Graph, Meta, and Storage services all have their own single process metrics.

Parameter	Description
`context_switches_total`	The number of context switches.
`cpu_seconds_total`	The CPU usage based on user and system time.
`memory_bytes_gauge`	The number of bytes of memory used.
`open_filedesc_gauge`	The number of file descriptors.
`read_bytes_total`	The number of bytes read.
`write_bytes_total`	The number of bytes written.

Last update: August 4, 2023