DatriseAI-first ETL

Platform Purple CSV Files

AI-first ETL from Platform Purple into CSV Files. Governed entities, incremental sync, typed landing tables.

How Datrise loads Platform Purple into CSV Files

Datrise syncs Platform Purple's records, events, and configuration objects into CSV Files as one CSV per source entity. Flexible or custom fields land in JSON-encoded strings for nested fields, and timestamps such as created, updated, and status changes are typed as ISO-8601 timestamp columns.

Sync is incremental: Datrise uses writes a fresh, fully-typed CSV per entity each run, so re-runs update only what changed. Optional date-suffixed files for change tracking. CSV has no types, so Datrise emits a companion schema and quotes/escapes consistently so downstream loaders don't misparse commas and newlines.

Ideal for portable hand-off into any tool that ingests delimited files.

Endpoints

Platform Purple: SaaS or API data source for analytics and warehouse sync.

CSV Files: Flat-file destination for exports and lightweight data sharing.

How Platform Purple entities map to CSV Files

Platform Purple entityCSV Files objectNotes
recordsplatform_purple_recordsid PK · custom fields → JSON-encoded strings for nested fields
eventsplatform_purple_eventsISO-8601 timestamp columns events
configuration objectsplatform_purple_configuration_objectsid PK · linked to platform_purple_records

FAQ

How does Datrise handle Platform Purple's custom fields in CSV Files?

Flexible values are stored as JSON-encoded strings for nested fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native CSV Files types.

How does the Platform Purple to CSV Files sync stay up to date?

It runs incrementally — Datrise uses writes a fresh, fully-typed CSV per entity each run.

Related pipelines

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