DatriseAI-first ETL

CSV File to PostgreSQL Integration

AI-first ETL from CSV File into PostgreSQL. Governed entities, incremental sync, typed landing tables.

How Datrise loads CSV File into PostgreSQL

Datrise syncs CSV File's rows, columns, headers, delimiters, file batches, and encodings into PostgreSQL as a typed table per source entity. Flexible or custom fields land in jsonb columns, and timestamps such as created, updated, and status changes are typed as timestamptz.

Sync is incremental: Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE, so re-runs update only what changed. Optional declarative range partitioning by load date for high-volume tables. PostgreSQL folds unquoted identifiers to lowercase, so Datrise normalizes mixed-case source fields to snake_case.

Ideal for operational analytics and application backends that need fresh, queryable copies of your data.

Endpoints

CSV File: Delimited flat files from exports and drops.

PostgreSQL: Open-source relational database with strong SQL and extensions.

How CSV File entities map to PostgreSQL

CSV File entityPostgreSQL objectNotes
rowscsv_file_rowsid PK · custom fields → jsonb columns
columnscsv_file_columnsid PK · linked to csv_file_rows
headerscsv_file_headersid PK · linked to csv_file_rows
delimiterscsv_file_delimitersid PK · linked to csv_file_rows

FAQ

How does Datrise handle CSV File's custom fields in PostgreSQL?

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

How does the CSV File to PostgreSQL sync stay up to date?

It runs incrementally — Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE.

Related pipelines

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