DatriseAI-first ETL

SAP Fieldglass to ClickHouse Integration

AI-first ETL from SAP Fieldglass into ClickHouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads SAP Fieldglass into ClickHouse

Datrise syncs SAP Fieldglass's workers, job postings, work orders, time sheets, suppliers, and invoices into ClickHouse as a MergeTree table per source entity. Flexible or custom fields land in JSON or Map columns, and timestamps such as created, updated, and status changes are typed as DateTime64.

Sync is incremental: Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge, so re-runs update only what changed. Partition by month and order by (entity id, updated-at) for fast range scans. ClickHouse deduplicates asynchronously on merge, so Datrise uses ReplacingMergeTree and FINAL-safe queries rather than assuming immediate upserts.

Ideal for high-volume event analytics that need sub-second aggregation.

Endpoints

SAP Fieldglass: External workforce and contingent labor management.

ClickHouse: Columnar OLAP engine for fast aggregations.

How SAP Fieldglass entities map to ClickHouse

SAP Fieldglass entityClickHouse objectNotes
workerssap_fieldglass_workersid PK · custom fields → JSON or Map columns
job postingssap_fieldglass_job_postingsid PK · linked to sap_fieldglass_workers
work orderssap_fieldglass_work_ordersid PK · linked to sap_fieldglass_workers
time sheetssap_fieldglass_time_sheetsid PK · linked to sap_fieldglass_workers

FAQ

How does Datrise handle SAP Fieldglass's custom fields in ClickHouse?

Flexible values are stored as JSON or Map columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native ClickHouse types.

How does the SAP Fieldglass to ClickHouse sync stay up to date?

It runs incrementally — Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge.

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