title: Apache Gravitino metrics slug: /metrics keywords:
Apache Gravitino Metrics builds upon the Dropwizard Metrics. It exports these metrics through both JMX and an HTTP server, supporting JSON and Prometheus formats. You can retrieve them via HTTP requests, as illustrated below:
// Use Gravitino Server address or Iceberg REST server address to replace 127.0.0.1:8090 // Get metrics in JSON format curl http://127.0.0.1:8090/metrics // Get metrics in Prometheus format curl http://127.0.0.1:8090/prometheus/metrics
HTTP server metrics encompass the histogram of HTTP request processing time and the number of HTTP response codes, categorized by different HTTP interfaces such as create-table and load-table.
For instance, you can get Prometheus metrics for create-table operation in the Gravitino server as follows:
gravitino_server_1xx_responses_total{operation="create-table",} 0.0 gravitino_server_4xx_responses_total{operation="create-table",} 0.0 gravitino_server_5xx_responses_total{operation="create-table",} 0.0 gravitino_server_2xx_responses_total{operation="create-table",} 0.0 gravitino_server_3xx_responses_total{operation="create-table",} 0.0 gravitino_server_http_request_duration_seconds_count{operation="create-table",} 0.0 gravitino_server_http_request_duration_seconds{operation="create-table",quantile="0.5",} 0.0 gravitino_server_http_request_duration_seconds{operation="create-table",quantile="0.75",} 0.0 gravitino_server_http_request_duration_seconds{operation="create-table",quantile="0.95",} 0.0 gravitino_server_http_request_duration_seconds{operation="create-table",quantile="0.98",} 0.0 gravitino_server_http_request_duration_seconds{operation="create-table",quantile="0.99",} 0.0 gravitino_server_http_request_duration_seconds{operation="create-table",quantile="0.999",} 0.0
:::info Metrics with the gravitino-server prefix pertain to the Gravitino server, while those with the iceberg-rest-server prefix are for the Gravitino Iceberg REST server. :::
JVM metrics source uses JVM instrumentation with BufferPoolMetricSet, GarbageCollectorMetricSet, and MemoryUsageGaugeSet. These metrics start with the jvm prefix, like jvm.heap.used in JSON format, jvm_heap_used in Prometheus format.
Catalog metrics provide the metrics from different catalog instances. All the catalog metrics start with the gravitino-catalog prefix in Prometheus format and with labels provider, metalake, and catalog to distinguish different catalog instances.
For example, you can get Prometheus metrics for a fileset catalog named test_catalog under a metalake named test_metalake in the Gravitino server as follows:
gravitino-catalog_filesystem-cache_hits{provider="fileset",metalake="test_metalake",catalog="test_catalog",} 0.0 gravitino-catalog_filesystem-cache_misses{provider="fileset",metalake="test_metalake",catalog="test_catalog",} 0.0