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Yandex Monitoring
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In this article:

  • Service metrics
  • JDBC connection pool metrics
  • CPU metrics
  • RAM metrics
  1. Metric reference
  2. Apache Hive™ Metastore

Apache Hive™ Metastore metrics

Written by
Yandex Cloud
Updated at September 28, 2026
View in Markdown
  • Service metrics
  • JDBC connection pool metrics
  • CPU metrics
  • RAM metrics

This section describes the Apache Hive™ Metastore metrics delivered to Monitoring.

The name label contains the metric name.

Labels shared by all Apache Hive™ Metastore metrics:

Label Value
service Service ID: managed-metastore
component Metric provider: metastore-server
cluster_id Cluster ID
instance Instance ID in the cluster

Service metricsService metrics

Name

Type, units

Description

jvm_gc_collection_seconds.count
COUNT, count

Number of JVM garbage collections.
Additional label: gc for the garbage collection process.

jvm_gc_collection_seconds.sum
SUM, seconds

Total duration of JVM garbage collections.

jvm_memory_max_bytes.gauge
DGAUGE, bytes

Maximum amount of available JVM memory.
Additional label: area for memory area.

jvm_memory_pool_used_bytes.gauge
DGAUGE, bytes

JVM pool memory used.
Additional label: pool for pool name.

jvm_memory_used_bytes.gauge
DGAUGE, bytes

JVM memory used.
Additional label: area for memory area.

metastore_api_active_calls.gauge
DGAUGE, count

Number of ongoing requests to the API.
Additional label: method for the Apache Hive™ Metastore API method name. It may take the following values:

  • total: All methods.
  • init: Data not exported.

metastore_api_calls_duration_seconds.gauge
DGAUGE, seconds

API request execution time.
Additional labels:

  • method for the Apache Hive™ Metastore API method name. It may take the following values:
    • total: All methods.
    • init: Data not exported.
  • quantile: Percentile. It may take the following values:
    • 0.50
    • 0.75
    • 0.95
    • 0.98
    • 0.99
    • 0.999

metastore_api_calls_total.counter
COUNTER, count

Number of executed requests to the API.
Additional label: method for the Apache Hive™ Metastore API method name. It may take the following values:

  • total: All methods.
  • init: Data not exported.

metastore_compaction_cycle_duration_seconds.gauge
DGAUGE, seconds

Duration of the last compression cycle for the Initiator or Cleaner process.
Additional label: cycle for compression cycle.

metastore_directsql_errors_total.counter
COUNTER, count

Number of errors during DirectSQL queries after which Apache Hive™ Metastore proceeded to execute queries via JDO.

metastore_jvm_max_fds.gauge
DGAUGE, count

Maximum number of file descriptors for JVM processes.

metastore_jvm_open_fds.gauge
DGAUGE, count

Number of file descriptors used by JVM processes.

metastore_jvm_pause_events_total.counter
COUNTER, count

Number of stops of all JVM threads whose duration exceeded the thresholds.
The additional kind (stop type) label may take the following values:

  • info-threshold: Stops whose duration exceeded the notification threshold.
  • warn-threshold: Stops whose duration exceeded the warning threshold.

metastore_jvm_pause_extra_sleep_seconds.counter
COUNTER, seconds

Total duration of JVM thread stops.

metastore_object_operations_total.counter
COUNTER, count

Number of create and delete operations for Apache Hive™ Metastore objects.
Additional labels:

  • operation: Operation type. It may take the following values:
    • create
    • delete
  • object: Object type. It may take the following values:
    • dbs
    • tables
    • partitions

metastore_open_connections.gauge
DGAUGE, count

Number of active connections to the Apache Hive™ Metastore cluster over the Thrift protocol.

metastore_open_transactions.gauge
DGAUGE, count

Number of active ACID transactions.

metastore_total_object_count.gauge
DGAUGE, count

Number of databases, tables, and partitions in the Apache Hive™ Metastore cluster storage.
Additional label: object for object type. It may take the following values:

  • dbs
  • tables
  • partitions

JDBC connection pool metricsJDBC connection pool metrics

JDBC connection pool metrics are available in Apache Hive™ Metastore starting from version 4.2.

Labels shared by all JDBC connection pool metrics:

Label

Value

pool

Pool name, e.g., objectstore, objectstore-secondary, compactor, etc.

Name

Type, units

Description

metastore_pool_active_connections.gauge
DGAUGE, count

Number of active JDBC connections.

metastore_pool_connection_creation_seconds.gauge
DGAUGE, seconds

JDBC connection setup time percentile.
Additional label: quantile for percentile. It may take the following values:

  • 0.50
  • 0.75
  • 0.95
  • 0.98
  • 0.99
  • 0.999

metastore_pool_connection_creation_total.counter
COUNTER, count

Total number of new JDBC connections.

metastore_pool_connection_timeouts_total.counter
COUNTER, count

Number of queries that timed out due to absence of available connections.

metastore_pool_idle_connections.gauge
DGAUGE, count

Number of idle JDBC connections.

metastore_pool_max_connections.gauge
DGAUGE, count

Maximum size of a configured JDBC connection pool.

metastore_pool_min_connections.gauge
DGAUGE, count

Minimum size of a configured JDBC connection pool.

metastore_pool_pending_connections.gauge
DGAUGE, count

Number of requests without an allocated JDBC connection as yet.

metastore_pool_total_connections.gauge
DGAUGE, count

Total number of JDBC connections in the pool.

metastore_pool_usage_seconds.gauge
DGAUGE, seconds

Connection hold-time percentile of applications.
Additional label: quantile for percentile. It may take the following values:

  • 0.50
  • 0.75
  • 0.95
  • 0.98
  • 0.99
  • 0.999

metastore_pool_wait_seconds.gauge
DGAUGE, seconds

Connection wait time percentile.
Additional label: quantile for percentile. It may take the following values:

  • 0.50
  • 0.75
  • 0.95
  • 0.98
  • 0.99
  • 0.999

metastore_pool_wait_total.counter
COUNTER, count

Total number of connection waits.

CPU metricsCPU metrics

CPU core workload.

Name

Type, units

Description

cpu_usage.gauge
DGAUGE, number

Average number of vCPUs used by the instance.

cpu_limit.gauge
DGAUGE, number

Maximum number of vCPUs available for the instance.

RAM metricsRAM metrics

Name

Type, units

Description

memory_usage.gauge
DGAUGE, bytes

RAM usage by the instance.

memory_limit.gauge
DGAUGE, bytes

Maximum RAM available for the instance.

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