DigiFi/AnalysisTesting
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305e5da4eced744e6f33774b922232f48a4af147
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5 Commits

Author SHA1 Message Date
Joshua Salako 305e5da4ec Update .gitignore to exclude __pycache__ in salary_analytics directory and enhance run_streaming_pipeline endpoint to enforce file presence for CSV source. 2025-05-10 15:14:38 +01:00
CHIEFSOFT\ameye 5e5459450b File upload issue 2025-05-10 08:34:59 -04:00
CHIEFSOFT\ameye 420ff8e26c added to git ignore 2025-05-10 07:31:12 -04:00
Joshua Salako 5767f55686 Update project structure and enhance model persistence 
- Added new model and scaler files to .gitignore and output directory.
- Updated Dockerfile to create output/models directory.
- Revised README to include instructions for using a .env file for configuration.
- Enhanced config.py to load database credentials from environment variables.
- Implemented model saving functionality in salary_predictor.py for consistent and inconsistent earners.
 2025-05-02 00:16:46 +01:00
Joshua Salako 8acfb436f3 Enhance API with data loading functionality and update README. 
- Added `/load-data` endpoint to load transaction data from either a database or a CSV file.
- Updated `SalaryAnalyticsPipeline` and `DataLoader` to support loading from CSV.
- Implemented data validation and error handling for loading processes.
- Revised README to include new data loading instructions and workflow steps.
- Added checks to ensure data is loaded before running analysis endpoints.
 2025-05-01 22:57:55 +01:00