From c3418bb8478958d91faded04c9b46dcc06b4b528 Mon Sep 17 00:00:00 2001 From: Lars Vilhuber Date: Mon, 25 Mar 2024 21:21:57 -0400 Subject: [PATCH] Adding instructions for Python --- 96-30-running-python-jupyter.md | 193 ++++++++++++++++++++++++++++++++ _toc.yml | 1 + images/Jupyter_howto_step1.png | Bin 0 -> 51999 bytes images/Jupyter_howto_step2.png | Bin 0 -> 47072 bytes images/Jupyter_howto_step3.png | Bin 0 -> 28870 bytes images/Jupyter_howto_step4.png | Bin 0 -> 10779 bytes 6 files changed, 194 insertions(+) create mode 100644 96-30-running-python-jupyter.md create mode 100644 images/Jupyter_howto_step1.png create mode 100644 images/Jupyter_howto_step2.png create mode 100644 images/Jupyter_howto_step3.png create mode 100644 images/Jupyter_howto_step4.png diff --git a/96-30-running-python-jupyter.md b/96-30-running-python-jupyter.md new file mode 100644 index 0000000..6cba30f --- /dev/null +++ b/96-30-running-python-jupyter.md @@ -0,0 +1,193 @@ +(python-related-procedures)= +# Python-related procedures + +In this section, we will show you a few things related specifically to running code reproducibly with Python and Jupyter notebooks. . For more general debugging tips for Python and other computer languages, see [our wiki](https://github.com/labordynamicsinstitute/replicability-training/wiki/Python-Tips). + + +## Best practice to reproduce a Python paper (Python environments) + +You should create a Python environment that is dedicated to the project. See [Anaconda instructions](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#creating-an-environment-with-commands) as one possible method, [venv](https://docs.python.org/3/library/venv.html) as another one, though others exist. + +Here's `venv` version in a nutshell ([full guide](https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/#creating-a-virtual-environment)) + +- Ensure `venv` exists: +``` +pip3 install pyenv +``` +- Create a new environment +``` +python3 -m venv /path/to/new/virtual/environment +``` +or if using relative paths +``` +python3 -m venv env +``` + +which will create `/path/to/new/virtual/environment` or (relative to your current working directory) `env`. That directory will now contain all of your project-related Python packages. + +To activate: +``` +source env/bin/activate +``` + +On Windows Bash (depends on install) + +``` +python -m venv env +source env/Scripts/activate +``` + +To deactivate: +``` +deactivate +``` + + +## Making Python code dynamic + +In general, Python code should not have hard-coded paths. Python programs are aware of their own location, and other directories should be relative to that. However, some authors may still follow (econ-specific) norms, and hard-code paths. + +In that case, do the following: + + +Say the author has code like + +```python +xlsread('C:\Users\me\submission\AEJMacro\yesterday\data.xlsx') +``` + + +At the top of the program, add the following lines: + +```python +import os +rootdir = os.path.realpath(__file__) +``` + +Then, wherever the hard-coded path appears, replace it with: + +```python +xlsread(os.path.join(rootdir,'data.xlsx')) +``` + +## Installing packages + +Sometimes, authors will list the packages they used. There are a few options: + +### They provide a `requirements.txt` file + +If the authors provide a `requirements.txt` file, you can install all the packages at once. From an appropriate terminal, run: + +```bash +pip install -r requirements.txt +``` + +### They provide a `environment.yml` file + +If the authors provide an `environment.yml` file, they used Conda as the Python system manager. From an appropriate terminal, run: + +```bash +conda env create -f environment.yml +``` + +### They provide a list of packages + +If the authors provide a list of packages, the easiest way is to create a simple `requirements.txt` file with a text editor (e.g., VS Code), then proceed as with the first option. + + + +### Using Anaconda Package manager + +This is known to work on CISER (CCSS-Classic). + +:::{admonition} This may not be the way it works on CCSS-Cloud. +:class: dropdown +Needs an update +::: + +If using the default "Jupyter" link in the Start Menu, the working directory won't be right. Assuming that you have set your Workspace to `L:\Documents\Workspace`, the following will create a Jupyter Notebook in the right location (thanks to Louis Liu for creating this Howto) + +#### Search "anaconda prompt" from the start menu. right click on the app when it appears and pin it to the taskbar. + +![Step 1](images/Jupyter_howto_step1.png) + +#### Right click on anaconda prompt in the taskbar (looks like a black window, similar to command line or terminal). Right click on "anaconda powershell prompt" in the tasks menu that pops up, and then properties. + +![Step 2](images/Jupyter_howto_step2.png) + +#### In the properties window, go to the shortcut tab and change the "Start in:" field to U:\Documents\Workspace or whichever directory you keep your bitbucket repos in. Click apply. + +![Step 3](images/Jupyter_howto_step3.png) + +#### Next, click on the anaconda prompt shortcut in the taskbar. When anaconda prompt opens, enter the command "`Jupyter notebook`" + +![Step 4](images/Jupyter_howto_step4.png) + +### Conda on BioHPC + +If a replication package uses `conda` for package management, rather than `pip`, follow instructions [at BioHPC](https://biohpc.cornell.edu/lab/userguide.aspx?a=software&i=574#c) on how to install `miniconda` in your home directory, then add the line + +```bash +source $HOME/miniconda3/bin/activate +``` + +at an appropriate location in the code (for instance, replacing `module load conda`). + + +## Running Jupyter Notebooks + +### Manually + +In order to run Jupyter notebooks, do the following, once you have opened the Jupyter Notebook or Jupyter Lab interface: + +- Navigate to the directory where the notebook is located +- Open the notebook +- Clear all the cells: `Cell` -> `All Output` -> `Clear` +- Run all the cells: `Cell` -> `Run All` +- Save the notebook: `File` -> `Save and Checkpoint` + +### From the command line + +You should also be able to do the following from the command line: + +::::{tab-set} + +:::{tab} Linux/macOS + +If you have a LaTeX installation, you can convert the notebook to a PDF using the following commands: + +```bash +# requires a latex installation +pip install nbconvert +jupyter nbconvert --to notebook --execute mynotebook.ipynb +juptyer nbconvert --to pdf mynotebook.ipynb +``` + +Alternatively, you can convert the notebook to a PDF more closely resembling the HTML view using the following command: + +```bash +pip install nbconvert +pip install pyppeteer +jupyter nbconvert --to notebook --execute mynotebook.ipynb +jupyter nbconvert --to webpdf --allow-chromium-download mynotebook.ipynb +``` + +::: + +:::{tab} Windows + +Not sure yet. Needs augmentation. + +::: + +:::: + +## Document the packages YOU used + +If you had to iteratively install packages, you should run the following command at the end of your whole process: + +```bash +pip freeze > requirements.txt +``` + +and add that output (the contents of the `requirements.txt` file) to the repository, and to an appendix in the report. 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