ipython
mercury
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ipython | mercury | |
---|---|---|
34 | 76 | |
16,134 | 3,770 | |
0.3% | 1.7% | |
9.6 | 8.5 | |
8 days ago | 10 days ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ipython
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The new pdbp (Pdb+) Python debugger!
If you’re already using ipython, this isn’t a problem because you’ll already need to download most of these dependencies anyway. But if you’re not using ipython… you’ll still need to download those dependencies.
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Pandas 1.5 released
!pip install is error-prone, it is better to use %pip install, ipython even warns about this, https://github.com/ipython/ipython/pull/12954/
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Why deprecate loading unpackaged extensions?
The git history (here is the git blame) shows it has not been updated in 9 year. Looks like a documentation issue that you should open an issue against.
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Debugging Python programs without an IDE
Do you know IPython? It is a modern Python console that extends the capabilities of the classic builtin Python shell by offering introspection, tab completion, syntaxing coloring, as well as history. If you don't know it, I can't recommend it enough. More information can be found in its GitHub page.
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External variables in lambda functions in Python
There is an IPython ticket on GitHub on the topic, but it's unclear if the problem has been solved.
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Pipx: A python package consumption tool for CLI packages
For further documentation on ipython using the CLI, you can refer to the GitHub link or the documentation page.
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Workflow-killing crash from strange added characters.
> ??????_ Traceback (most recent call last): File "/home/nvaughn4/bin/miniconda3/envs/newprime/bin/ipython", line 11, in sys.exit(start_ipython()) File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/__init__.py", line 126, in start_ipython return launch_new_instance(argv=argv, **kwargs) File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/traitlets/config/application.py", line 658, in launch_instance app.start() File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/terminal/ipapp.py", line 356, in start self.shell.mainloop() File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/terminal/interactiveshell.py", line 563, in mainloop self.interact() File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/terminal/interactiveshell.py", line 554, in interact self.run_cell(code, store_history=True) File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/core/interactiveshell.py", line 2858, in run_cell raw_cell, store_history, silent, shell_futures) File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/core/interactiveshell.py", line 2880, in _run_cell elif self.should_run_async(raw_cell): File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/core/interactiveshell.py", line 2918, in should_run_async return _should_be_async(cell) File "/home/nvaughn4/bin/miniconda3/envs/newprime/lib/python3.6/site-packages/IPython/core/async_helpers.py", line 161, in _should_be_async code = compile(cell, "<>", "exec") UnicodeEncodeError: 'utf-8' codec can't encode characters in position 537-542: surrogates not allowed If you suspect this is an IPython 7.15.0 bug, please report it at: https://github.com/ipython/ipython/issues or send an email to the mailing list at [email protected] You can print a more detailed traceback right now with "%tb", or use "%debug" to interactively debug it. Extra-detailed tracebacks for bug-reporting purposes can be enabled via: %config Application.verbose_crash=True sys:1: RuntimeWarning: coroutine 'InteractiveShell.run_cell_async' was never awaited
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No_color
There’s one I’ve come across recently here where you’re fighting against syntax highlighting with extra error context. https://github.com/ipython/ipython/issues/13446#issuecomment...
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Anybody else getting tired of parso and jedi?
I see. https://github.com/ipython/ipython/issues/13529
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Django Codebase Reformatted with Black
You can automate setup for developers using this simple script:
https://github.com/ipython/ipython/pull/12091/files
And here’s a GitLab issue requesting support for blame-ignore:
https://gitlab.com/gitlab-org/gitlab/-/issues/31423
I don’t think there’s a corresponding GitHub request, but maybe if GitLab adds this feature GitHub will have some incentive to follow suit.
mercury
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mercury VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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Show HN: Web App with GUI for AutoML on Tabular Data
Web App is using two open-source packages that I've created:
- MLJAR AutoML - Python package for AutoML on tabular data https://github.com/mljar/mljar-supervised
- Mercury - framework for converting Jupyter Notebooks into Web App https://github.com/mljar/mercury
You can run Web App locally. What is more, you can adjust notebook's code for your needs. For example, you can set different validation strategies or evalutaion metrics or longer training times. The notebooks in the repo are good starting point for you to develop more advanced apps.
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streamlit VS mercury - a user suggested alternative
2 projects | 8 Jul 2023
- GitHub - mljar/mercury: Convert Jupyter Notebooks to Web Apps
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[P] Opinionated Web Framework for Converting Jupyter Notebooks to Web Apps
The GitHub repository https://github.com/mljar/mercury
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Show HN: Opinionated Web Framework for Converting Jupyter Notebooks to Web Apps
We are working on open-source web framework Mercury that converts Python notebooks to Web Apps.
It is very opinionated:
- it has no callbacks - we automatically re-execute cells below updated widget
- it has no layout widgets, all input widgets are always in the left sidebar
Thanks to above decisions you don't need to change notebook's code to have web app and fit to the framework.
The simplicity of the framework is very important to us. We also care about deployment simplicity. That's why we created a shared hosting service called Mercury Cloud. You can deploy notebook by uploading a file.
The GitHub repository https://github.com/mljar/mercury
Documentation https://RunMercury.com/docs/
Mercury Cloud https://cloud.runmercury.com
- Show HN: Build Web Apps in Jupyter Notebook with Python Only
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[OC] Analyzing 15,963 Job Listings to Uncover the Top Skills for Data Analysts (update)
Analysis was done in Jupyter Notebook with Python 3.10, Pandas, Matplotlib, wordcloud and Mercury framework.
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[OC] Data Analyst Skills in need based on 15,963 job listings
Analysis was done in Jupyter Notebook with Python 3.10 kernel, Pandas, Matplotlib, wordcloud and Mercury framework to share notebook as a web application with widgets and code hidden. Gif created in Canva.
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Share Jupyter Notebook on Hugging Face Spaces with Mercury
Mercury is a framework for converting Jupyter Notebooks to interactive apps (Voila killer),
What are some alternatives?
CPython - The Python programming language
streamlit - Streamlit — A faster way to build and share data apps.
bpython - bpython - A fancy curses interface to the Python interactive interpreter
voila - Voilà turns Jupyter notebooks into standalone web applications
xonsh - :shell: Python-powered, cross-platform, Unix-gazing shell.
papermill - 📚 Parameterize, execute, and analyze notebooks
vim-slime - A vim plugin to give you some slime. (Emacs)
voila-gridstack - Dashboard template for Voilà based on GridStackJS
spacemacs - A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs *and* Vim!
jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
ptpython - A better Python REPL
awesome-streamlit - The purpose of this project is to share knowledge on how awesome Streamlit is and can be