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== Improve Python Interoperability with LabPlot == | == Improve Python Interoperability with LabPlot == | ||
LabPlot is a data analysis and visualisation application in KDE. Since Python is heavily used within the data science community, this project aims to make LabPlot a more "Python-friendly" application. The project goals are to: | |||
* Create Python bindings to LabPlot's C++ backend, and | |||
* Enable Python programs to control a running LabPlot application. | |||
These goals will respectively allow users to: | |||
* Access LabPlot's data analysis and visualisation tools from a Python program, and | |||
* Create complex workflows using Python within a running LabPlot application. | |||
== Work report == | == Work report == | ||
'''Week 1''' | |||
* Continued researching about using shiboken2 for python bindings generation | |||
* Set up the cmake build for generating python bindings for a few classes in the backend folder | |||
* Removed the -DQT_STRICT_ITERATORS compilation flag since it was conflicting with the shiboken2 c++ output | |||
'''Week 2''' | |||
* Fixed an issue with circular dependencies in the bindings generation by moving some class members to pimpl classes | |||
* Generated python bindings for more classes from the backend folder | |||
'''Week 3''' | |||
* Fixed an issue in the bindings generation for some classes by building pyside2 and shiboken2 from source | |||
* Created an MR containing minor fixes to the codebase needed for the bindings generation [https://invent.kde.org/education/labplot/-/merge_requests/536] | |||
'''Week 4''' | |||
* Created an MR for the python bindings generation [https://invent.kde.org/education/labplot/-/merge_requests/538] | |||
* Started researching about how to script a C++ application using python. Outlined two approaches: IPC or CPython API | |||
'''Week 5''' | |||
* Implemented the ScriptEditor and ScriptEditorView classes | |||
* Added the "Script Editor" menu option under the "File > Add New" menu and the "Script Editor" button to the Project Toolbar, both for adding a new script editor to the current project | |||
'''Week 6''' | |||
* Implemented the ScriptManager and Script classes | |||
* Implemented the PythonScript class to utilize the CPython API for executing python code from the script editor | |||
* Injected the MainWin object from LabPlot into the Python interpreter to allow python code to modify the running application | |||
'''Week 7''' | |||
* Injected the Project object into the Python interpreter instead of the MainWin object | |||
* Added the bindings as an extension module to the embedded python interpreter | |||
* Fixed an issue which was causing the application to crash by calling Py_Initialize and Py_Finalize only once in the application | |||
* Integrated the ScriptEditorView (KTextEditor) settings into the application settings dialog | |||
* Reworked the application settings dialog to use a tree view instead of a list view, to enable sub pages | |||
* Fixed an issue which caused the application to crash by increasing the ref count of aspects added to the project from a python script | |||
* Excluded the problematic members in some classes from the binding generation thus removing the need to build shiboken2 and pyside2 from source | |||
'''Week 8''' | |||
* Renamed ScriptEditor to Script, ScriptEditorView to ScriptEditor, Script to ScriptRuntime and PythonScript to PythonScriptRuntime after a code review | |||
* Removed the combobox for changing the language for a Script from the ScriptEditor after a code review | |||
== Links to Blogs and other writing == | == Links to Blogs and other writing == | ||
* [https://israelsgalaxy.hashnode.dev/improving-python-interoperability-with-labplot Blog Post #1] | |||
* [https://israelsgalaxy.hashnode.dev/creating-python-bindings-to-labplots-c-backend-part-1 Blog Post #2] | |||
*[https://israelsgalaxy.hashnode.dev/gsoc24-final-blog-post Blog Post #3] |
Latest revision as of 17:46, 31 August 2024
Improve Python Interoperability with LabPlot
LabPlot is a data analysis and visualisation application in KDE. Since Python is heavily used within the data science community, this project aims to make LabPlot a more "Python-friendly" application. The project goals are to:
- Create Python bindings to LabPlot's C++ backend, and
- Enable Python programs to control a running LabPlot application.
These goals will respectively allow users to:
- Access LabPlot's data analysis and visualisation tools from a Python program, and
- Create complex workflows using Python within a running LabPlot application.
Work report
Week 1
- Continued researching about using shiboken2 for python bindings generation
- Set up the cmake build for generating python bindings for a few classes in the backend folder
- Removed the -DQT_STRICT_ITERATORS compilation flag since it was conflicting with the shiboken2 c++ output
Week 2
- Fixed an issue with circular dependencies in the bindings generation by moving some class members to pimpl classes
- Generated python bindings for more classes from the backend folder
Week 3
- Fixed an issue in the bindings generation for some classes by building pyside2 and shiboken2 from source
- Created an MR containing minor fixes to the codebase needed for the bindings generation [1]
Week 4
- Created an MR for the python bindings generation [2]
- Started researching about how to script a C++ application using python. Outlined two approaches: IPC or CPython API
Week 5
- Implemented the ScriptEditor and ScriptEditorView classes
- Added the "Script Editor" menu option under the "File > Add New" menu and the "Script Editor" button to the Project Toolbar, both for adding a new script editor to the current project
Week 6
- Implemented the ScriptManager and Script classes
- Implemented the PythonScript class to utilize the CPython API for executing python code from the script editor
- Injected the MainWin object from LabPlot into the Python interpreter to allow python code to modify the running application
Week 7
- Injected the Project object into the Python interpreter instead of the MainWin object
- Added the bindings as an extension module to the embedded python interpreter
- Fixed an issue which was causing the application to crash by calling Py_Initialize and Py_Finalize only once in the application
- Integrated the ScriptEditorView (KTextEditor) settings into the application settings dialog
- Reworked the application settings dialog to use a tree view instead of a list view, to enable sub pages
- Fixed an issue which caused the application to crash by increasing the ref count of aspects added to the project from a python script
- Excluded the problematic members in some classes from the binding generation thus removing the need to build shiboken2 and pyside2 from source
Week 8
- Renamed ScriptEditor to Script, ScriptEditorView to ScriptEditor, Script to ScriptRuntime and PythonScript to PythonScriptRuntime after a code review
- Removed the combobox for changing the language for a Script from the ScriptEditor after a code review