gcp.composer.environment.active_schedulers
(gauge) | Number of active scheduler instances. |
gcp.composer.environment.active_triggerers
(gauge) | Number of active triggerers instances. |
gcp.composer.environment.active_webservers
(gauge) | Number of active webserver instances. |
gcp.composer.environment.api.request_count
(count) | Number of Composer API requests seen so far.
Shown as request |
gcp.composer.environment.api.request_latencies.avg
(gauge) | Distribution of Composer API call latencies.
Shown as millisecond |
gcp.composer.environment.api.request_latencies.samplecount
(count) | Sample count for API request latencies.
Shown as millisecond |
gcp.composer.environment.api.request_latencies.sumsqdev
(gauge) | Sum of squared deviation for API request latencies.
Shown as second |
gcp.composer.environment.celery.execute_command_failure_count
(count) | Cumulative number of non-zero exit codes from Celery task (corresponds to celery.execute_command.failure Airflow metric). |
gcp.composer.environment.celery.task_timeout_error_count
(count) | Cumulative number of AirflowTaskTimeout errors raised when publishing Task to Celery Broker (corresponds to celery.task_timeout_error Airflow metric). |
gcp.composer.environment.collect_db_dag_duration
(gauge) | Time taken for fetching all serialized DAGs from DB (corresponds to collect_db_dags Airflow metric).
Shown as millisecond |
gcp.composer.environment.dag_callback.exception_count
(count) | Cumulative number of exceptions raised from DAG callbacks (corresponds to dag.callback_exceptions Airflow metric). |
gcp.composer.environment.dag_file.refresh_error_count
(count) | Cumulative number of failures loading any DAG files (corresponds to dag_file_refresh_error Airflow metric). |
gcp.composer.environment.dag_processing.last_duration
(gauge) | Time taken to load the given DAG file (corresponds to dag_processing.last_duration.<dag_file> Airflow metric).
Shown as millisecond |
gcp.composer.environment.dag_processing.last_run_elapsed_time
(gauge) | Time since the DAG file was last processed (corresponds to dag_processing.last_run.seconds_ago.<dag_file> Airflow metric).
Shown as second |
gcp.composer.environment.dag_processing.manager_stall_count
(count) | Cumulative number of DagFileProcessorManager stalls (corresponds to dag_processing.manager_stalls Airflow metric). |
gcp.composer.environment.dag_processing.parse_error_count
(count) | Number of errors raised during parsing DAG files.
Shown as error |
gcp.composer.environment.dag_processing.processes
(gauge) | Number of currently running DAG parsing processes.
Shown as process |
gcp.composer.environment.dag_processing.processor_timeout_count
(count) | Number of file processors terminated due to processing timeout. |
gcp.composer.environment.dag_processing.total_parse_time
(gauge) | Number of seconds taken to scan and import all DAG files once.
Shown as second |
gcp.composer.environment.dagbag_size
(gauge) | The current DAG bag size. |
gcp.composer.environment.database.airflow.size
(gauge) | Size of the Airflow metadata database.
Shown as byte |
gcp.composer.environment.database.auto_failover_request_count
(count) | Cumulative number of instance auto-failover requests. |
gcp.composer.environment.database.available_for_failover
(gauge) | True (value > 0) if Cloud SQL instance is enabled with HA and is ready for failover. |
gcp.composer.environment.database.cpu.reserved_cores
(gauge) | Number of cores reserved for the database instance.
Shown as core |
gcp.composer.environment.database.cpu.usage_time
(count) | CPU usage time of the database instance, in seconds.
Shown as second |
gcp.composer.environment.database.cpu.utilization
(gauge) | CPU utilization ratio (from 0.0 to 1.0) of the database instance. |
gcp.composer.environment.database.disk.bytes_used
(gauge) | Used disk space on the database instance, in bytes.
Shown as byte |
gcp.composer.environment.database.disk.quota
(gauge) | Maximum data disk size of the database instance, in bytes.
Shown as byte |
gcp.composer.environment.database.disk.utilization
(gauge) | Disk quota usage ratio (from 0.0 to 1.0) of the database instance. |
gcp.composer.environment.database.memory.bytes_used
(gauge) | Memory usage of the database instance in bytes.
Shown as byte |
gcp.composer.environment.database.memory.quota
(gauge) | Maximum RAM size of the database instance, in bytes.
Shown as byte |
gcp.composer.environment.database.memory.utilization
(gauge) | Memory utilization ratio (from 0.0 to 1.0) of the database instance. |
gcp.composer.environment.database.network.connections
(gauge) | Number of concurrent connections to the database instance. |
gcp.composer.environment.database.network.max_connections
(gauge) | Maximum permitted number of concurrent connections to the database instance. |
gcp.composer.environment.database.network.received_bytes_count
(count) | Number of bytes received by the database instance.
Shown as byte |
gcp.composer.environment.database.network.sent_bytes_count
(count) | Number of bytes sent by the database instance.
Shown as byte |
gcp.composer.environment.database_health
(gauge) | Health of Composer Airflow database. |
gcp.composer.environment.database_retention.execution_durations.avg
(gauge) | The average distribution of cumulative durations of database retention job executions.
Shown as second |
gcp.composer.environment.database_retention.execution_durations.samplecount
(gauge) | The sample count for distribution of cumulative durations of database retention job executions.
Shown as second |
gcp.composer.environment.database_retention.execution_durations.sumsqdev
(gauge) | The sum of squared deviation for distribution of cumulative durations of database retention job executions.
Shown as second |
gcp.composer.environment.database_retention.finished_execution_count
(count) | Cumulative number of database retention executions. |
gcp.composer.environment.database_retention.retention_gap
(gauge) | How old data still needs trimming.
Shown as hour |
gcp.composer.environment.email.sla_notification_failure_count
(count) | Number of failed SLA miss email notification attempts. |
gcp.composer.environment.executor.open_slots
(gauge) | Number of open slots on executor. |
gcp.composer.environment.executor.queued_tasks
(gauge) | Number of queued tasks on executor.
Shown as task |
gcp.composer.environment.executor.running_tasks
(gauge) | Number of running tasks on executor.
Shown as task |
gcp.composer.environment.finished_task_instance_count
(count) | Overall number of finished task instances.
Shown as instance |
gcp.composer.environment.health.airflow_api_check_count
(count) | Cumulative number of Airflow API checks. |
gcp.composer.environment.health.autoscaling_check_count
(count) | Cumulative number of autoscaling components checks. |
gcp.composer.environment.health.cmek_encryption_check_count
(count) | Cumulative number of CMEK encryption checks. |
gcp.composer.environment.health.container_restart_count
(count) | Cumulative number of container restarts. |
gcp.composer.environment.health.dependency_check_count
(count) | Cumulative number of dependency checks. |
gcp.composer.environment.health.dependency_permissions_check_count
(count) | Cumulative number of dependency permissions checks. |
gcp.composer.environment.health.pod_event_count
(count) | Cumulative number of pod events. |
gcp.composer.environment.health.redis_queue_check_count
(count) | Cumulative number of redis queue checks. |
gcp.composer.environment.healthy
(gauge) | Health of Composer environment. |
gcp.composer.environment.job.count
(count) | Cumulative number of started jobs, e.g. SchedulerJob, LocalTaskJob (corresponds to <job_name>_start, <job_name>_end Airflow metrics). |
gcp.composer.environment.job.heartbeat_failure_count
(count) | Cumulative number of failed heartbeats for a job (corresponds to <job_name>_heartbeat_failure Airflow metric). |
gcp.composer.environment.maintenance_operation
(gauge) | Information whether there is a maintenance operation of a given type. |
gcp.composer.environment.num_celery_workers
(gauge) | Number of Celery workers.
Shown as worker |
gcp.composer.environment.operator.created_task_instance_count
(count) | Cumulative number of created task instances per operator (corresponds to task_instance_created-<operator_name> Airflow metric). |
gcp.composer.environment.operator.finished_task_instance_count
(count) | Cumulative number of finished task instances per operator (corresponds to operator_successes_<operator_name>, operator_failures_<operator_name> Airflow metrics). |
gcp.composer.environment.pool.open_slots
(gauge) | Number of open slots in the pool. |
gcp.composer.environment.pool.queued_slots
(gauge) | Number of queued slots in the pool (corresponds to pool.queued_slots.<pool_name> Airflow metric). |
gcp.composer.environment.pool.running_slots
(gauge) | Number of running slots in the pool. |
gcp.composer.environment.pool.starving_tasks
(gauge) | Number of starving tasks in the pool. |
gcp.composer.environment.scheduler.critical_section_duration
(gauge) | Time spent in the critical section of the scheduler loop - only a single scheduler can enter this loop at a time (corresponds to scheduler.critical_section_duration Airflow metric).
Shown as millisecond |
gcp.composer.environment.scheduler.critical_section_lock_failure_count
(count) | Cumulative number of times a scheduler process tried to get a lock on the critical section - in order to send tasks to the executor - and found it locked by another process (corresponds to scheduler.critical_section_busy Airflow metric). |
gcp.composer.environment.scheduler.pod_eviction_count
(count) | The number of Airflow scheduler pod evictions. |
gcp.composer.environment.scheduler.task.externally_killed_count
(count) | Cumulative number of tasks killed externally (corresponds to scheduler.tasks.killed_externally Airflow metric). |
gcp.composer.environment.scheduler.task.orphan_count
(count) | Cumulative number of cleared/adopted orphaned tasks (corresponds to scheduler.orphaned_tasks.cleared, scheduler.orphaned_tasks.adopted Airflow metrics). |
gcp.composer.environment.scheduler.tasks
(gauge) | Number of tasks managed by scheduler (corresponds to scheduler.tasks.running, scheduler.tasks.starving, scheduler.tasks.executable Airflow metrics). |
gcp.composer.environment.scheduler_heartbeat_count
(count) | Scheduler heartbeats. |
gcp.composer.environment.sla_callback_notification_failure_count
(count) | Cumulative number of failed SLA miss callback notification attempts (corresponds to sla_callback_notification_failure Airflow metric). |
gcp.composer.environment.smart_sensor.exception_failures
(gauge) | Number of failures caused by exception in the previous smart sensor poking loop. |
gcp.composer.environment.smart_sensor.infra_failures
(gauge) | Number of infrastructure failures in the previous smart sensor poking loop. |
gcp.composer.environment.smart_sensor.poked_exception
(gauge) | Number of exceptions in the previous smart sensor poking loop. |
gcp.composer.environment.smart_sensor.poked_success
(gauge) | Number of newly succeeded tasks poked by the smart sensor in the previous poking loop. |
gcp.composer.environment.smart_sensor.poked_tasks
(gauge) | Number of tasks poked by the smart sensor in the previous poking loop. |
gcp.composer.environment.snapshot.creation_count
(count) | Number of created scheduled snapshots. |
gcp.composer.environment.snapshot.creation_elapsed_time
(gauge) | Time elapsed of the last scheduled snapshot creation.
Shown as second |
gcp.composer.environment.snapshot.size
(gauge) | Size of last scheduled snapshot in bytes.
Shown as byte |
gcp.composer.environment.task_instance.previously_succeeded_count
(count) | Cumulative number of times a task instance was already in SUCCESS state before execution (corresponds to previously_succeeded Airflow metric). |
gcp.composer.environment.task_queue_length
(gauge) | Number of tasks in queue.
Shown as task |
gcp.composer.environment.trigger.blocking_count
(count) | Total number of triggers that blocked the main thread of a triggerer. |
gcp.composer.environment.trigger.failed_count
(count) | Total number of triggers that failed. |
gcp.composer.environment.trigger.succeeded_count
(count) | Total number of triggers that succeeded. |
gcp.composer.environment.unfinished_task_instances
(gauge) | Overall task instances in not finished state.
Shown as instance |
gcp.composer.environment.web_server.cpu.reserved_cores
(gauge) | Number of cores reserved for the web server instance.
Shown as core |
gcp.composer.environment.web_server.cpu.usage_time
(count) | CPU usage time of the web server instance, in seconds.
Shown as second |
gcp.composer.environment.web_server.health
(gauge) | Healthiness of Airflow web server. |
gcp.composer.environment.web_server.memory.bytes_used
(gauge) | Memory usage of the web server instance in bytes.
Shown as byte |
gcp.composer.environment.web_server.memory.quota
(gauge) | Maximum RAM size of the web server instance, in bytes.
Shown as byte |
gcp.composer.environment.worker.max_workers
(gauge) | Maximum number of Airflow workers.
Shown as worker |
gcp.composer.environment.worker.min_workers
(gauge) | Minimum number of Airflow workers.
Shown as worker |
gcp.composer.environment.worker.pod_eviction_count
(count) | Number of Airflow worker pods evictions.
Shown as eviction |
gcp.composer.environment.worker.scale_factor_target
(gauge) | Scale factor for Airflow workers count. |
gcp.composer.environment.zombie_task_killed_count
(count) | Number of zombie tasks killed.
Shown as task |
gcp.composer.workflow.dag.run_duration
(gauge) | Time taken for a DAG run to reach terminal state (corresponds to dagrun.duration.success.<dag_id>, dagrun.duration.failed.<dag_id> Airflow metrics).
Shown as millisecond |
gcp.composer.workflow.dependency_check_duration
(gauge) | Time taken to check DAG dependencies (corresponds to dagrun.dependency-check.<dag_id> Airflow metric).
Shown as millisecond |
gcp.composer.workflow.run_count
(count) | Number of workflow runs completed so far. |
gcp.composer.workflow.run_duration
(gauge) | Duration of workflow run completion.
Shown as second |
gcp.composer.workflow.schedule_delay
(gauge) | Delay between the scheduled DagRun start date and the actual DagRun start date (corresponds to dagrun.schedule_delay.<dag_id> Airflow metric).
Shown as millisecond |
gcp.composer.workflow.task.log_file_size
(gauge) | Size of log file generated by workflow task in bytes.
Shown as byte |
gcp.composer.workflow.task.removed_from_dag_count
(count) | Cumulative number of tasks removed for a given DAG, i.e. task no longer exists in DAG (corresponds to task_removed_from_dag.<dag_id> Airflow metric). |
gcp.composer.workflow.task.restored_to_dag_count
(count) | Cumulative number of tasks restored for a given DAG, i.e. task instance which was previously in REMOVED state in the DB is added to DAG file (corresponds to task_restored_to_dag.<dag_id> Airflow metric). |
gcp.composer.workflow.task.run_count
(count) | Number of workflow tasks completed so far.
Shown as task |
gcp.composer.workflow.task.run_duration
(gauge) | Duration of task completion.
Shown as second |
gcp.composer.workflow.task.schedule_delay
(gauge) | Time elapsed between the first task start_date and DagRun expected start (corresponds to dagrun.<dag_id>.first_task_scheduling_delay Airflow metric).
Shown as millisecond |
gcp.composer.workflow.task_instance.finished_count
(count) | Cumulative number of finished task instances (corresponds to ti.finish.<dag_id>.<task_id>.<state> Airflow metric). |
gcp.composer.workflow.task_instance.queued_duration
(gauge) | Time taken in queued state (corresponds to dag.<dag_id>.<task_id>.queued_duration Airflow metric).
Shown as millisecond |
gcp.composer.workflow.task_instance.run_duration
(gauge) | Time taken to finish a task (corresponds to dag.<dag_id>.<task_id>.duration Airflow metric).
Shown as millisecond |
gcp.composer.workflow.task_instance.started_count
(count) | Cumulative number of tasks started in a given DAG (corresponds to ti.start.<dag_id>.<task_id> Airflow metric). |
gcp.composer.workflow.task_runner.terminated_count
(count) | Number of workflow tasks where the task runner got terminated with a return code. |
gcp.composer.workload.cpu.reserved_cores
(gauge) | Number of cores reserved for the workload instance. |
gcp.composer.workload.cpu.usage_time
(count) | CPU usage time of the workload instance.
Shown as second |
gcp.composer.workload.disk.bytes_used
(gauge) | Used disk space in bytes on the workload instance.
Shown as byte |
gcp.composer.workload.disk.quota
(gauge) | Maximum data disk size in bytes of the workload instance.
Shown as byte |
gcp.composer.workload.log_entry_count
(count) | Cumulative number of log occurrences with a specified severity level. |
gcp.composer.workload.memory.bytes_used
(gauge) | Memory usage of the workload instance in bytes.
Shown as byte |
gcp.composer.workload.memory.quota
(gauge) | Maximum RAM size in bytes of the workload instance.
Shown as byte |
gcp.composer.workload.restart_count
(count) | Cumulative number of workload restarts. |
gcp.composer.workload.trigger.num_running
(gauge) | Number of running triggers in a triggerer. |
gcp.composer.workload.uptime
(gauge) | Time since workload created.
Shown as second |
