BambooHR → Amazon Athena
AI-first ETL from BambooHR into Amazon Athena. Governed entities, incremental sync, typed landing tables.
How Datrise loads BambooHR into Amazon Athena
Datrise syncs BambooHR's employee records, org structure, lifecycle events, and workforce attributes into Amazon Athena as partitioned Parquet in S3 exposed as an Athena table. Flexible or custom fields land in struct/map columns in Parquet, and timestamps such as created, updated, and status changes are typed as timestamp.
Sync is incremental: Datrise uses writes new Parquet partitions and registers them in the Glue Data Catalog, so re-runs update only what changed. Hive-style partitioning by load date so Athena scans only new data. Athena bills per byte scanned and small files hurt, so Datrise compacts to right-sized Parquet rather than many tiny objects.
Ideal for serverless SQL over an S3 lake without a running warehouse.
Endpoints
BambooHR: HRIS source for employee records and workforce analytics.
Amazon Athena: Serverless SQL over S3 data lake tables.
How BambooHR entities map to Amazon Athena
| BambooHR entity | Amazon Athena object | Notes |
|---|---|---|
| employee records | bamboohr_employee_records | id PK · custom fields → struct/map columns in Parquet |
| org structure | bamboohr_org_structure | id PK · linked to bamboohr_employee_records |
| lifecycle events | bamboohr_lifecycle_events | timestamp events |
| workforce attributes | bamboohr_workforce_attributes | id PK · linked to bamboohr_employee_records |
FAQ
How does Datrise handle BambooHR's custom fields in Amazon Athena?
Flexible values are stored as struct/map columns in Parquet, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon Athena types.
How does the BambooHR to Amazon Athena sync stay up to date?
It runs incrementally — Datrise uses writes new Parquet partitions and registers them in the Glue Data Catalog.
Related pipelines
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