A tool for data engineers to manage continuously evolving CSV/JSON schemas.
Project description
csv-json-schema-sync
A CLI tool for data engineers to manage continuously evolving CSV/JSON schemas.
Features
- Infer Schema: Auto-generate JSON schema from CSV/JSON data files.
- Validate Data: Validate data files against a JSON schema.
- Compare Schemas: Detect changes between two schemas (new/missing columns).
Installation
pip install .
Usage
Infer Schema
schema-sync infer users.csv > schema.json
Validate Data
schema-sync validate users.csv schema.json
Development
pip install -e ".[dev]"
pytest
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