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Google BigQuery monitoring

  • How-to guide
  • 1-min read
  • Published Jan 17, 2022

Dynatrace Google Cloud integration leverages data collected from the Google Operation API to constantly monitor health and performance of Google Cloud Services. While combining all relevant data into dashboards, it also enables alerting and event tracking.

Prerequisites

Set up integration

Add services and feature sets Optional

After integration, Dynatrace automatically monitors a number of preset Google Cloud services and feature sets (metrics). Besides these, you can add more services or feature sets to monitoring. For details, see Add or remove services.

For a list of feature sets available for this service, see Metric table.

View metrics

After deploying the integration, you can see metrics from monitored services in the Metrics browser, Data Explorer, and your dashboard tiles.

Metric table

The following feature sets are available for Google BigQuery.

Feature setNameUnitGCP metric identifier

bigquery_biengine_model/default_metrics

Inflight requests

Count

bigquerybiengine.googleapis.com/model/inflight_requests

bigquery_biengine_model/default_metrics

Request count

Count

bigquerybiengine.googleapis.com/model/request_count

bigquery_biengine_model/default_metrics

Request execution times

MilliSecond

bigquerybiengine.googleapis.com/model/request_latencies

bigquery_project/default_metrics

Job count

Count

bigquery.googleapis.com/job/num_in_flight

bigquery_project/default_metrics

Query count

Count

bigquery.googleapis.com/query/count

bigquery_project/default_metrics

Query execution times

Second

bigquery.googleapis.com/query/execution_times

bigquery_project/default_metrics

Slots used by project, reservation, and job type

Count

bigquery.googleapis.com/slots/allocated

bigquery_project/default_metrics

Slots assigned

Count

bigquery.googleapis.com/slots/assigned

bigquery_project/default_metrics

Slots capacity committed

Count

bigquery.googleapis.com/slots/capacity_committed

bigquery_project/default_metrics

Slots max assigned

Count

bigquery.googleapis.com/slots/max_assigned

bigquery_project/default_metrics

Slots used across projects in reservation

Count

bigquery.googleapis.com/slots/total_allocated_for_reservation

bigquery_project/default_metrics

Total slots

Count

bigquery.googleapis.com/slots/total_available

bigquery_project/default_metrics

Reservation total bytes

Byte

bigquerybiengine.googleapis.com/reservation/total_bytes

bigquery_project/default_metrics

Reservation used bytes

Byte

bigquerybiengine.googleapis.com/reservation/used_bytes

Related topics

  • Google Cloud integrations
Related tags
Infrastructure Observability