Enhanced UI and API for Diamond Price Predictor

• Day: 2024-04-15
• Time: 19:00 to 20:25
• Project: Dev
• Workspace: WP 2: Operational
• Status: Completed
• Priority: MEDIUM
• Assignee: Matías Nehuen Iglesias
• Tags: Javascript, API, Ui Design, Mlflow, Swagger

Description

Session Goal: The session focused on enhancing the user interface and API functionalities of the Diamond Price Predictor application.

Key Activities:

• Implemented a CSS Grid Layout for the UI, providing a structured and visually appealing design.
• Updated the logic for model retraining and UI updates using JavaScript, ensuring seamless integration and error handling.
• Developed a Flask endpoint to display MLflow model details dynamically using JavaScript, enhancing [[data visualization]].
• Troubleshot and resolved issues related to table display and API data fetching in JavaScript.
• Updated Swagger documentation for the Diamond Price Prediction API, ensuring accurate and comprehensive API descriptions.
• Enhanced the /get-model-info endpoint in MLflow for improved error handling and data retrieval.
• Refactored JavaScript code for better organization and efficiency in the price prediction application.

Achievements:

• Successfully implemented a dynamic and responsive UI layout.
• Improved API documentation and functionality, leading to better user interaction and data management.

Pending Tasks:

• Further testing and validation of the new UI and API features to ensure robustness and reliability.

Evidence

• source_file=2024-04-15.sessions.jsonl, line_number=5, event_count=0, session_id=d05ab78e53c3a4c6ebe9ec2ccb5c99c05efdc8dd68fcae793ae75a80483d172f
• event_ids: []