Sentry → Google BigQuery
AI-first ETL from Sentry into Google BigQuery. Governed entities, incremental sync, typed landing tables.
How Datrise loads Sentry into Google BigQuery
Datrise syncs Sentry's records, events, and configuration objects into Google BigQuery as a partitioned table per source entity. Flexible or custom fields land in JSON or nested/repeated (STRUCT) columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.
Sync is incremental: Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target, so re-runs update only what changed. Partition by ingestion or event date and cluster by entity id to keep scanned bytes low. BigQuery bills by bytes scanned, so Datrise partitions and clusters every table to keep query costs predictable.
Ideal for Google-stack analytics and ML on serverless infrastructure.
Endpoints
Sentry: SaaS or API data source for analytics and warehouse sync.
Google BigQuery: Serverless analytics warehouse on GCP.
How Sentry entities map to Google BigQuery
| Sentry entity | Google BigQuery object | Notes |
|---|---|---|
| records | sentry_records | id PK · custom fields → JSON or nested/repeated (STRUCT) columns |
| events | sentry_events | TIMESTAMP events |
| configuration objects | sentry_configuration_objects | id PK · linked to sentry_records |
FAQ
How does Datrise handle Sentry's custom fields in Google BigQuery?
Flexible values are stored as JSON or nested/repeated (STRUCT) columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Google BigQuery types.
How does the Sentry to Google BigQuery sync stay up to date?
It runs incrementally — Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target.
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Early access
Connect Sentry to Google BigQuery the easy way
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