📅 2023-10-14 — Session: Developed Workflow Diagrams and Resolved Graph Issues
🕒 21:30–22:05
🏷️ Labels: Graphviz, Workflow, Data Processing, Visualization, Software Development
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The session aimed to enhance the understanding and visualization of data processing workflows using Graphviz and to address existing issues in graph rendering.
Key Activities
- Developed a high-level architecture for software components, including a data dictionary.
- Completed data processing in notebooks for descriptive statistics and geospatial data handling.
- Created detailed data flow and processing schemas across multiple notebooks.
- Addressed graph rendering issues by generating workflow graphs as images for better accessibility.
- Utilized Graphviz to create workflow diagrams illustrating data processing paths.
- Provided and modified Graphviz code for improved visualization of workflows, including corrections in node definitions using DOT language.
- Discussed model compatibility issues with scikit-learn versions and proposed strategies for handling them.
Achievements
- Successfully generated and modified workflow diagrams using Graphviz, improving clarity and accessibility.
- Completed data processing tasks in notebooks, ensuring data integrity and correct statistical handling.
Pending Tasks
- Further exploration of model compatibility solutions with scikit-learn to ensure seamless integration in future projects.