guorunjie data-automation-demo-data-automation
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Project
Data automation workflows for repeatable extraction, validation, and reporting.
Workflow
- Locate source data, expected schema, and output format
- Run extraction or transformation on a small sample first
- Validate counts, types, and important edge cases
- Generate the report and document assumptions
Commands
- install:
npm install - test:
npm test - data:validate:
npm run data:validate - data:extract:
npm run data:extract - data:report:
npm run data:report
Principles
- Preserve raw inputs before transforming data
- Validate schemas, row counts, and representative samples
- Separate generated reports from source data