Tools

Database JSON Inspector

Validate and analyze JSON database dumps: discover tables, profile columns, infer keys/relationships, and surface issues for BI readiness.

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Baseline A:Snapshots:
Settings
DDL
Load or paste a JSON database dump to begin. Accepts object-of-arrays, single array, or NDJSON.

Database JSON Inspector — Help

Load JSON or NDJSON, inspect tables/columns, infer keys and relationships, and export evidence and DDL.

Quick Start

  • Upload or paste your JSON/NDJSON dump.
  • Check Overview → Adapter Diagnostics; enable “Extract nested arrays” if child tables exist.
  • Use Keys and FKs tabs to validate uniqueness and relationships. Toggle confirm passes in Settings for full-table verification.

Keys & FKs

  • Keys show uniqueness, duplicates, confidence (surrogate/natural hints), and CSV export.
  • FKs show coverage, orphans, confidence, and “Confirmed” after confirm passes. Orphan samples can be previewed and exported.

Deep Links

  • Keys dupes: #tab=Keys&table=Orders&keyCols=id&open=dupes&dupeKey=123
  • FK orphans: #tab=FKs&edgeFrom=Orders&edgeFromCols=customer_id&edgeTo=Customers&edgeToCols=id&open=orphans&orphanKey=999

Exports & DDL

  • Structured HTML report with graph, issues, keys, FKs, and CSV links (All/Broken FKs include deltas, confidence, confirmed).
  • DDL: configure NOT NULL threshold, ON DELETE/UPDATE policies; strings sized by sample; decimals inferred; TZ detected.

JSONPath

  • Run simple paths against the result; builders help target columns and types; save/load presets.

Troubleshooting

  • Ambiguous adapter scores or small samples: adjust thresholds or confirm passes in Settings.
  • Type coercion (trim/numeric) affects FK checks; tune in Settings.

Tip: Press ? to open this help. Share with #help=open.