DatriseAI-first ETL

Intruder to Google BigQuery Integration

AI-first ETL from Intruder into Google BigQuery. Governed entities, incremental sync, typed landing tables.

How Datrise loads Intruder into Google BigQuery

Datrise syncs Intruder's scans, issues, targets, severities, occurrences, and remediation statuses 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

Intruder: Continuous vulnerability scanning for internet assets.

Google BigQuery: Serverless analytics warehouse on GCP.

How Intruder entities map to Google BigQuery

Intruder entityGoogle BigQuery objectNotes
scansintruder_scansid PK · custom fields → JSON or nested/repeated (STRUCT) columns
issuesintruder_issuesid PK · linked to intruder_scans
targetsintruder_targetsid PK · linked to intruder_scans
severitiesintruder_severitiesid PK · linked to intruder_scans

FAQ

How does Datrise handle Intruder'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 Intruder 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.

Related pipelines

Early access

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