Quantify issues

Recent GitHub Issues Activity

_{Like all software activity quantification, these numbers are imperfect but sometimes useful. Comments, Labels, and Milestones refer to those issues opened in the timespan in question.}

Rate pull requests

PR#1892 - Improved READMEopen

2_/5

KrishCode (Innovatorcloudy)Created: 2024-10-03

The pull request primarily focuses on improving the README documentation, which is labeled as low priority. While it attempts to enhance clarity and engagement with new users, it contains multiple typographical errors and incorrect links, as highlighted by reviewers. These issues indicate a lack of thoroughness and attention to detail, which are critical for documentation changes. The PR does not introduce significant or complex changes, and its impact is limited to minor textual updates. Given these factors, the PR requires more work to meet quality standards.

[+] Read More

PR#1928 - Update CONTRIBUTING.mdopen

2_/5

Kushal Agrawal (kushal34712)Created: 2024-10-04

This pull request adds a contributors section to the CONTRIBUTING.md file, which is a minor documentation update. While it provides a visual representation of contributors, it lacks significant impact or improvement to the codebase or documentation quality. The change is straightforward and does not introduce any new functionality or fix any issues, thus rating a 2 for being a low-priority and insignificant update.

[+] Read More

PR#1927 - Update README.mdopen

2_/5

Kushal Agrawal (kushal34712)Created: 2024-10-04

The pull request fixes a minor issue in the README.md by correcting an embedded link. While this change is correct and improves documentation accuracy, it is insignificant in scope and impact. The PR involves a single line change with no broader implications for the codebase or functionality. Given its low priority and minimal contribution, it merits a rating of 2.

[+] Read More

PR#1913 - feature/enterprise/#398 external services integration preparationopen

2_/5

Toan Quach (toan-quach)Created: 2024-10-04

The pull request introduces a new method `_inject_method` which is similar to the existing `_inject_section` method. The change is minimal, adding only 5 lines of code without removing any. It lacks significant impact or complexity, and the functionality appears to be a straightforward extension of existing logic. While the code coverage remains high, the change itself is not substantial or innovative enough to warrant a higher rating. Additionally, there are no new tests or documentation updates associated with this method, which could be considered a missed opportunity for improvement.

[+] Read More

PR#1903 - Added handle-issues.yml to clean up no response sectionsopen

3_/5

AdityaSOfficial (AdityaS8804)Created: 2024-10-03

The pull request introduces a GitHub Action to automatically clean up specific sections in issue descriptions, which is a useful improvement for maintaining clean issue tracking. However, the change is relatively minor, affecting only a single file with 35 lines of code. The functionality is straightforward and does not introduce significant complexity or innovation. Additionally, there are no tests or documentation updates included with this PR, which could enhance its robustness and clarity. Overall, it is an average contribution that addresses a specific need but lacks broader impact or complexity.

[+] Read More

PR#1896 - Possibility to duplicate scenarios Issue Solvedopen

3_/5

Anuj Saha (AnujSaha0111)Created: 2024-10-03

The pull request introduces a new feature for duplicating scenarios with performance improvements by reusing cached task outputs. However, it lacks thoroughness in handling all scenario properties, as pointed out in the review comments. The implementation seems basic and does not fully align with the existing framework, particularly regarding the handling of scenario tasks. While it addresses a specific issue, the solution appears incomplete and requires further refinement to be fully integrated into the system.

[+] Read More

PR#1930 - Added an example on how to integrate Matplotlibopen

3_/5

Shivam Gupta (SGCODEX)Created: 2024-10-04

The pull request adds a new example demonstrating how to integrate Matplotlib with Taipy, which is useful for users looking to visualize data using these tools. The code is concise and functional, showing a simple integration without unnecessary complexity. However, it lacks detailed comments or explanations within the code that could help users understand each step of the process more thoroughly. Additionally, while the example serves its purpose, it does not introduce any groundbreaking features or improvements to the project. Overall, it's a solid addition but remains average in terms of innovation and impact.

[+] Read More

PR#1921 - Update index.tsopen

3_/5

YASH (Yash-2707)Created: 2024-10-04

The pull request introduces a new component, MyComponent, which uses useEffect to fetch data on the first render. This is a standard implementation for fetching data in React components. The change is functional and adds a new feature, but it is not particularly innovative or complex. The code is clear and follows common practices, but it lacks any significant impact or complexity that would warrant a higher rating. Overall, it is an average addition to the codebase.

[+] Read More

PR#1933 - Slightly simpler examples for buttons.open

3_/5

Fabien Lelaquais (FabienLelaquais)Created: 2024-10-05

The pull request makes minor simplifications to example code for button usage in the GUI, removing unnecessary lines and slightly altering an icon path. While these changes improve clarity and reduce complexity, they are not significant enough to warrant a higher rating. The PR is well-executed but lacks substantial impact or innovation, aligning with average contributions.

[+] Read More

PR#1932 - adds a class to export graph to png imageopen

3_/5

Himangshu Yadav (HimangshuYadav)Created: 2024-10-05

The pull request introduces a new class to export graphs to PNG images, which is a useful feature. The code is straightforward and uses well-known libraries like matplotlib and networkx. However, the implementation is basic and lacks error handling or customization options for the graph's appearance. The PR addresses a specific issue but does not demonstrate significant complexity or innovation. Overall, it is an average contribution that fulfills its purpose without notable flaws or exceptional qualities.

[+] Read More

Quantify commits

Quantified Commit Activity Over 14 Days

Developer	Avatar	Branches	PRs	Commits	Files	Changes
Fred Lefévère-Laoide		2	25/24/0	25	229	14586
Jean-Robin		2	4/3/1	5	163	7497
Fred Lefévère-Laoide		2	0/0/0	13	59	2570
Fabien Lelaquais		2	6/5/0	9	160	1511
João André		4	2/2/0	6	300	1432
Đỗ Trường Giang		3	5/6/0	15	16	740
Toan Quach		2	0/0/0	16	34	695
Nam Nguyen		1	2/2/0	8	8	333
Dinh Long Nguyen		2	6/6/0	9	16	222
Dhruv Kadam		1	1/1/0	1	1	17
Deepanshu		1	5/4/1	4	3	15
Kushal Agrawal		1	11/3/5	3	2	14
Rym		2	3/2/1	3	1	7
Bhargav Shirin Nalamati		1	1/1/0	1	1	6
Ikko Eltociear Ashimine		1	1/1/0	1	1	4
Shivam Gupta (SGCODEX)		0	1/0/0	0	0	0
YASH (Yash-2707)		0	1/0/0	0	0	0
Ryan Yeo (kaze-droid)		0	1/0/0	0	0	0
Toan Quach		0	4/3/0	0	0	0
AdityaSOfficial (AdityaS8804)		0	1/0/0	0	0	0
Adesh Ghadage (AdeshGhadage)		0	1/0/0	0	0	0
Anuj Saha (AnujSaha0111)		0	1/0/0	0	0	0
None (hackit-coder)		0	1/0/1	0	0	0
Himangshu Yadav (HimangshuYadav)		0	1/0/0	0	0	0
KrishCode (Innovatorcloudy)		0	1/0/0	0	0	0
PRIYANKjakharia (PRIYANKjakharia)		0	1/0/0	0	0	0

_{PRs: created by that dev and opened/merged/closed-unmerged during the period}

Quantify risks

Project Risk Ratings

Report On: Fetch issues

GitHub Issues Analysis

Recent Activity Analysis

The Taipy project has experienced a surge in issue activity, with a focus on bug fixes and improvements to existing features. A significant portion of the recent issues are related to the user interface and scenario management components, reflecting the project's commitment to enhancing user experience and functionality. There is also a notable emphasis on documentation updates and community engagement, particularly in light of Hacktoberfest 2024.

Anomalies and Themes

• Lambda Function Issues: Several issues (#1909, #1518) highlight problems with lambda functions not working as expected in various contexts, such as within metric delta properties or when used in imported pages. This suggests a broader issue with how dynamic expressions are handled in the framework.

• Scenario Management Challenges: Multiple issues (#1612, #1375) point to difficulties with scenario management, including problems with scenario selectors and data node interactions. These issues indicate potential areas for improvement in scenario lifecycle management and user interaction.

• User Interface Enhancements: There is a recurring theme of improving UI components, such as making error notifications persistent (#1288) and refining the styling of metrics (#1535). These enhancements aim to provide a more intuitive and visually appealing experience for users.

• Documentation Gaps: Several issues (#1588, #1464) call for better documentation, especially for new visual elements like the chat control and progress indicators. This underscores the need for comprehensive guides to help users leverage new features effectively.

• Community Engagement: The project is actively participating in Hacktoberfest 2024, as seen in multiple issues tagged for the event. This reflects a strong focus on community contribution and collaboration.

Issue Details

Most Recently Created Issues

1. #1934 [DOCS] Add Badges

   • Priority: Not specified
   • Status: Open
   • Created: 0 days ago

2. #1931 [DOCS] Different Languages Readme File

   • Priority: Not specified
   • Status: Open
   • Created: 1 day ago

3. #1926 [DOCS] Adding All Contributors' Profile Photos

   • Priority: Not specified
   • Status: Open
   • Created: 1 day ago

4. #1916 [🐛 BUG] Datanodes with unsupported types are not selected

   • Priority: High
   • Status: Open
   • Created: 1 day ago

5. #1911 [Refactor] Show current page on menu

   • Priority: Medium
   • Status: Open
   • Created: 1 day ago

Most Recently Updated Issues

1. #1920 [🐛 BUG] Lambda functions not working when page is imported

   • Priority: Critical
   • Status: Closed
   • Updated: 1 day ago

2. #1914 Prevent taipy gui builder from being registered over and over again on reload

   • Priority: High
   • Status: Closed
   • Updated: 1 day ago

3. #1909 [🐛 BUG] Certain python expression not working anymore in Markdown

   • Priority: Critical
   • Status: Closed
   • Updated: 1 day ago

4. #1906 [🐛 BUG] Scenario DAG not usable after scenario creation or selection

   • Priority: High
   • Status: Closed
   • Updated: 1 day ago

5. #1893 [🐛 BUG] Lambda functions not working when page is imported

   • Priority: Critical
   • Status: Closed
   • Updated: 2 days ago

These issues reflect ongoing efforts to address critical bugs and improve the robustness of Taipy's features, particularly around dynamic expressions and scenario management functionalities.

Report On: Fetch pull requests

Analysis of Pull Requests for Avaiga/Taipy

Open Pull Requests

1. #1933: Slightly simpler examples for buttons

   • State: Open
   • Created: 0 days ago
   • Comments: Minor changes to button examples in documentation. Python coverage is satisfactory.
   • Notable: This PR is a follow-up to a previous PR (#1848), indicating ongoing improvements in documentation.

2. #1932: Adds a class to export graph to png image

   • State: Open
   • Created: 0 days ago
   • Comments: Introduces a new feature to export graphs as PNG images, addressing issue #1592.
   • Notable: This is a new feature addition, which could be significant for users needing graphical exports.

3. #1930: Added an example on how to integrate Matplotlib

   • State: Open
   • Created: 1 day ago
   • Comments: High-priority documentation update with an example of integrating Matplotlib into Taipy pages.
   • Notable: Part of Hacktoberfest contributions, showing community engagement.

4. #1928 & #1927: Documentation updates (CONTRIBUTING.md and README.md)

   • State: Open
   • Created: 1 day ago
   • Comments: Low-priority documentation fixes and enhancements.
   • Notable: Continuous improvement in documentation quality.

5. #1921: Update index.ts

   • State: Open
   • Created: 1 day ago
   • Comments: Addresses a bug related to refreshing selector lists on render.

6. #1913 & #1903 & #1896 & #1892 & #1886 & #1881 & #1878 & #1872 & #1868 & #1731 & #1398

   • Various open PRs focusing on new features, bug fixes, and improvements across different aspects of the project, including GUI enhancements, configuration updates, and integration with external services.

Recently Closed Pull Requests

1. #1929: Fix - Strip unnecessary path separator from migration backup path

   • State: Closed (Merged)
   • Notable: Fixed a critical bug affecting file paths during migration on Windows systems.

2. #1925 & #1924 & #1923 & #1919 & #1918

   • These PRs involve minor fixes and updates, such as URL corrections, documentation enhancements, and contributor list updates.

3. #1917: Less than in expression

   • State: Closed (Merged)
   • Notable: Critical fix for handling expressions involving the less-than operator, improving functionality.

4. #1915 & #1912

   • Addressed issues related to GUI components and scenario DAG layouts, enhancing user experience and functionality.

5. #1905 & #1902

   • Documentation improvements with new examples added for dialog elements and date range selectors.

Notable Issues

• Several PRs have been closed without merging (#1918, #1907), often due to format constraints or incorrect assumptions about contributors.
• The project is actively engaging with the community through Hacktoberfest, as seen in multiple PRs labeled with hacktoberfest tags.
• Continuous integration and testing are emphasized, with many PRs including comments from automated coverage checks.

Conclusion

The Avaiga/Taipy repository is highly active with numerous ongoing improvements and contributions from the community. The focus on documentation enhancements and new feature additions indicates a commitment to both usability and functionality. The project's involvement in Hacktoberfest further highlights its openness to community contributions. Overall, the repository maintains a strong development pace with attention to detail in both code quality and user guidance.

Report On: Fetch Files For Assessment

Source Code Assessment

File: CONTRIBUTING.md

Structure and Quality

• Content Coverage: The document is comprehensive, covering various aspects of contribution such as bug reporting, feature requests, and code contributions. It also includes guidelines for improving documentation and implementing features.
• Clarity: Instructions are clear and well-organized, making it easy for contributors to follow the workflow.
• Use of Links: The document effectively uses hyperlinks to external resources like GitHub documentation and Discord for further assistance.
• Contribution Workflow: The step-by-step contribution workflow is detailed, including setup instructions using Pipenv, testing with pytest, and pre-commit hooks for code formatting.
• Branching Strategy: The branching strategy is well-defined, with a naming convention that includes types and issue IDs for clarity.
• Inactivity Policy: The document outlines a clear policy for handling inactive pull requests and issues, which helps in maintaining an active backlog.

Recommendations

• Consider adding a section on common pitfalls or FAQs to assist new contributors further.
• Ensure that all links are up-to-date and functional.

File: taipy/core/_entity/_migrate/_migrate_fs.py

Structure and Quality

• Code Organization: The file is logically organized into functions that handle different aspects of file system migration.
• Error Handling: There is adequate error handling with logging for missing paths or failed operations.
• Logging: Uses a logger to provide feedback on operations, which is useful for debugging and monitoring.
• Functionality: Functions like _load_all_entities_from_fs and _write_entities_to_fs are clearly defined with specific responsibilities.

Recommendations

• Consider adding more inline comments to explain complex logic or decisions within the code.
• Ensure consistent use of docstrings for all functions to improve readability and maintainability.

File: taipy/gui/_renderers/builder.py

Structure and Quality

• Code Complexity: The file is quite large (over 1000 lines), which may indicate high complexity. This could be broken down into smaller modules or classes if possible.
• Functionality: Appears to handle the construction of XML nodes for GUI rendering, with extensive use of attributes and properties.
• Documentation: Limited inline comments and docstrings make it challenging to understand the purpose of certain methods at a glance.
• Use of Static Methods: Static methods are used effectively for utility functions within the class.

Recommendations

• Break down the file into smaller, more manageable components if feasible to reduce complexity.
• Enhance documentation with more detailed docstrings and inline comments.
• Consider using type hints consistently across all methods for better clarity.

File: tests/gui/lambdas/test_lambda.py

Structure and Quality

• Test Coverage: The file contains tests specifically targeting lambda functions in the GUI context, which is crucial given recent changes in this area.
• Clarity: Test cases are straightforward, focusing on expected outcomes from lambda expressions in GUI components.

Recommendations

• Expand test coverage to include edge cases or potential failure scenarios related to lambda usage.
• Ensure that test names are descriptive enough to convey their purpose clearly.

File: INSTALLATION.md

Structure and Quality

• Content Coverage: Provides detailed instructions for installing Taipy from PyPI, GitHub, or for development purposes. It also covers JavaScript bundle building for front-end components.
• Clarity: Instructions are clear and cater to different user needs (e.g., developers vs. end-users).
• Prerequisites: Clearly mentions prerequisites like Python version and Node.js requirements.

Recommendations

• Include troubleshooting tips or common installation issues that users might encounter.
• Verify that all external links are current and accessible.

File: frontend/taipy-gui/base/src/app.ts

Structure and Quality

• Code Organization: The TypeScript code is well-organized into classes and functions with clear responsibilities (e.g., TaipyApp class).
• Event Handling: Implements event handlers effectively with checks on parameter lengths to ensure correct usage.
• Socket Management: Manages WebSocket connections efficiently through methods like initSocket.

Recommendations

• Add more inline comments explaining complex logic or interactions between components.
• Ensure consistent use of TypeScript features like interfaces or types where applicable.

File: doc/gui/examples/binding_lov_is_enum/builder.py

Structure and Quality

• Example Clarity: Provides a clear example of using enums in the GUI context, which can be beneficial for users learning about this feature.
• Code Simplicity: The example is simple yet effective in demonstrating the intended functionality.

Recommendations

• Include additional examples showcasing different use cases or variations of enum usage in GUIs.
• Ensure that the example aligns with best practices in both Python coding style and Taipy usage.

File: frontend/taipy-gui/package-lock.json

Structure and Quality

• Dependency Management: Reflects a comprehensive list of dependencies required for building the Taipy GUI front-end. Frequent updates suggest active maintenance.

Recommendations

• Regularly audit dependencies for security vulnerabilities or deprecated packages.

File: .github/workflows/build-and-release.yml

Structure and Quality

• CI/CD Pipeline: Defines a robust CI/CD pipeline for building and releasing Taipy packages. It includes steps for version setup, package building, testing, and release creation on GitHub.

Recommendations

• Consider adding notifications or alerts for build failures to ensure timely responses from maintainers.

Report On: Fetch commits

Repo Commits Analysis

Development Team and Recent Activity

Team Members and Their Activities

1. Bhargav Shirin Nalamati (bhargavshirin)

   • Fixed issues with CONTRIBUTING.md.
   • Co-authored with Jean-Robin.

2. Đỗ Trường Giang (trgiangdo)

   • Worked on fixing migration backup path issues.
   • Contributed to the S3ObjectDataNode read functionality.
   • Added submission status change attributes.
   • Collaborated with multiple team members including Fred Lefévère-Laoide and Jean-Robin.

3. Fred Lefévère-Laoide (FredLL-Avaiga)

   • Implemented lambda in exported pages and added related tests.
   • Worked on various GUI examples including date range and toggle examples.
   • Co-authored with several team members, notably Đỗ Trường Giang and Fabien Lelaquais.

4. Kushal Agrawal (kushal34712)

   • Updated README.md for improved readability.
   • Made contributions to contributors.txt.

5. Jean-Robin (jrobinAV)

   • Improved configuration documentation and removed deprecated functions.
   • Co-authored with Đỗ Trường Giang.

6. Dinh Long Nguyen (dinhlongviolin1)

   • Fixed client-id error for designer.
   • Added CLI to designer and prevented re-registering in Taipy GUI builder.

7. Dhruv Kadam (DhruvKadam-git)

   • Updated INSTALLATION.md with new sections and clarified build processes.

8. Fabien Lelaquais (FabienLelaquais)

   • Added code examples for dialog elements.
   • Made minor documentation improvements.

9. Ikko Eltociear Ashimine (eltociear)

   • Updated test file names for consistency.

10. Deepanshu (DeepanshuProgrammer)

    • Made grammatical corrections in CONTRIBUTING.md and CODE_OF_CONDUCT.md.

11. Nam Nguyen (namnguyen20999)

    • Managed broadcast issues and updated various GUI components.
    • Worked on input examples and toggle features.

12. Toan Quach

    • Fixed import issues in enterprise modules.
    • Refactored code for better dependency management.

13. João André (joaoandre-avaiga)

    • Bumped development version numbers.
    • Managed release processes.

14. Rym Michaut (RymMichaut)

    • Updated Hacktoberfest banner in README.md.

Patterns, Themes, and Conclusions

• The development team is actively engaged in improving both the backend and frontend aspects of the Taipy project, focusing on bug fixes, feature enhancements, and documentation updates.
• Collaboration is a strong theme, with many commits being co-authored, indicating a collaborative work environment.
• There is a significant focus on improving documentation and user guides, as seen from multiple updates to README files, installation guides, and contributing documents.
• The team is also actively participating in community events like Hacktoberfest, which is reflected in the recent updates to the project's promotional materials.
• Regular updates to configuration files and version management suggest a well-maintained release process ensuring stability and new feature integration.

Overall, the Taipy project exhibits a dynamic development environment with active contributions from multiple team members focusing on enhancing both functionality and user experience.