DigiFi/AnalysisTesting
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  • 1a4e539626 Enhance salary analytics API with database operations and performance logging - Introduced DatabaseOperations class for managing batch results in the database. - Added functionality to create a batch results table and save batch processing results. - Updated API endpoints to log execution time and handle batch processing errors more effectively. - Improved response handling in analysis endpoints and added batch metadata to results. - Suppressed warnings and improved logging throughout the application. master salakojoshua1234_gmail.com 2025-05-10 16:56:23 +01:00
  • 305e5da4ec Update .gitignore to exclude __pycache__ in salary_analytics directory and enhance run_streaming_pipeline endpoint to enforce file presence for CSV source. salakojoshua1234_gmail.com 2025-05-10 15:14:38 +01:00
  • 5e5459450b File upload issue CHIEFSOFT\ameye 2025-05-10 08:34:59 -04:00
  • 420ff8e26c added to git ignore CHIEFSOFT\ameye 2025-05-10 07:31:12 -04:00
  • a060fa69c5 Refactor data loading and streaming pipeline endpoints for improved file handling - Updated /load-data endpoint to make the file parameter optional and added validation for CSV uploads. - Introduced a new dependency function get_file_if_csv to streamline file checks when loading data from CSV. - Enhanced /run/streaming-pipeline endpoint to utilize the new file handling logic. - Improved code readability by restructuring file renaming logic. salakojoshua1234_gmail.com 2025-05-03 15:40:50 +01:00
  • 9c429caa56 Implement streaming pipeline endpoint for batch processing - Added /run/streaming-pipeline endpoint to process data in batches from either a database or CSV file. - Introduced BatchResponse model for structured responses. - Updated README with new endpoint details, including parameters and example usage. - Enhanced error handling and logging during batch processing. - Ensured data preprocessing and NaN handling in analysis functions. salakojoshua1234_gmail.com 2025-05-02 14:25:31 +01:00
  • 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. salakojoshua1234_gmail.com 2025-05-02 00:16:46 +01:00
  • 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. salakojoshua1234_gmail.com 2025-05-01 22:57:55 +01:00
  • 7e7094f0fd Remove salary.py file, eliminating all salary transaction analysis and related functions. salakojoshua1234_gmail.com 2025-04-28 19:45:19 +01:00
  • 591d4611b6 Added new salary-related terms and improved image outputs in salary.ipynb salakojoshua1234_gmail.com 2025-04-28 19:44:40 +01:00
  • 8207d8f1ff first commit salakojoshua1234_gmail.com 2025-04-25 00:01:38 +01:00