Best Format for Database Seed Replay

SQL is the best default when replay accuracy, transactions, and schema-aware setup matter more than raw interchange simplicity.

Recommandation principale

SQL (Data)

SQL preserves database-native operations like transactions, DDL, and ordered seed replay in a way flat exports cannot.

Fichiers disponibles : 12

application/sql application/x-sql

Ouvrir les echantillons Ouvrir le hub Ouvrir le manifeste

Formats alternatifs et de secours

CSV (Document)

Fichiers: 21

Use CSV for tabular interchange where downstream loading rules are already defined.

Echantillons Hub

JSON (Document)

Fichiers: 19

Use JSON when nested structures and payload debugging matter more than SQL replay semantics.

Echantillons Hub

SQLITE (Data)

Fichiers: 3

Use SQLite snapshots when you need portable embedded state instead of text-based replay.

Echantillons Hub

Facteurs de decision

  • Need for transactional replay versus flat data import.
  • Requirement to preserve schema changes, ordering, and rollback behavior.
  • Portability across toolchains versus database-native execution fidelity.
  • How often support or QA needs to inspect and diff the fixture by hand.

Erreurs courantes a eviter

  • Using CSV as the only seed artifact when ordered transactional replay is required.
  • Treating a large SQL fixture like a dummy blob instead of validating it against a real parser and database.
  • Skipping rollback rehearsal before promoting large seed loads into CI or staging.

Comparaisons liees

SQL vs CSV

Compare SQL seed scripts with CSV exports for bulk import, replay, and database setup workflows.

Ouvrir la comparaison

CSV vs JSON

Opposez CSV tabulaire plat et JSON structure pour l'echange de donnees.

Ouvrir la comparaison

Guides lies par cas d'usage et conversion

Recommandations par cas d'usage

Comment convertir