AWS CloudTrail to Snowflake Integration
AI-first ETL from AWS CloudTrail into Snowflake. Governed entities, incremental sync, typed landing tables.
How Datrise loads AWS CloudTrail into Snowflake
Datrise syncs AWS CloudTrail's API events, identities, resources, event sources, error codes, and request parameters into Snowflake as a typed table per source entity. Flexible or custom fields land in VARIANT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP_TZ.
Sync is incremental: Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size, so re-runs update only what changed. Automatic micro-partitioning, with optional clustering keys on high-cardinality ids. Snowflake upper-cases unquoted identifiers, so Datrise standardizes on lower-case quoted names to keep column references stable.
Ideal for central analytics warehouses feeding BI and AI workloads.
Endpoints
AWS CloudTrail: AWS account activity and API audit logging.
Snowflake: Cloud data warehouse with separated compute and storage.
How AWS CloudTrail entities map to Snowflake
| AWS CloudTrail entity | Snowflake object | Notes |
|---|---|---|
| API events | aws_cloudtrail_api_events | TIMESTAMP_TZ events |
| identities | aws_cloudtrail_identities | id PK · linked to aws_cloudtrail_api_events |
| resources | aws_cloudtrail_resources | id PK · linked to aws_cloudtrail_api_events |
| event sources | aws_cloudtrail_event_sources | TIMESTAMP_TZ events |
FAQ
How does Datrise handle AWS CloudTrail's custom fields in Snowflake?
Flexible values are stored as VARIANT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Snowflake types.
How does the AWS CloudTrail to Snowflake sync stay up to date?
It runs incrementally — Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size.
Related pipelines
More destinations for AWS CloudTrail
- AWS CloudTrail → Google BigQuery
- AWS CloudTrail → Amazon Redshift
- AWS CloudTrail → Databricks SQL Warehouse
- AWS CloudTrail → ClickHouse
- AWS CloudTrail → DuckDB
- AWS CloudTrail → Amazon Athena
- AWS CloudTrail → Amazon S3 Data Lake
- AWS CloudTrail → Azure Data Lake Storage
- AWS CloudTrail → Azure Synapse
- AWS CloudTrail → Spreadsheets
- AWS CloudTrail → Airtable
- AWS CloudTrail → CSV Files
Early access
Connect AWS CloudTrail to Snowflake the easy way
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