ReCoDE_MCMCFF/docs/learning/08 Doing Reproducible Science.ipynb
gnikit 3443455cf9
fix: multiple changes in the Jupyter notebooks
- Replaces references to `code` to `src`
- Adds language attributes to fenced code blocks
- Updates output of `setup.cfg` in notebook 2.
- Fixes spelling and grammar errors
2022-07-18 23:56:42 +01:00

461 lines
455 KiB
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{
"cells": [
{
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"source": [
"<h1 align=\"center\">Markov Chain Monte Carlo for fun and profit</h1>\n",
"<h1 align=\"center\"> 🎲 ⛓️ 👉 🧪 </h1>"
]
},
{
"cell_type": "markdown",
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"source": [
"# Doing Reproducible Science\n",
"Further Reading on this software reproducibility: [The Turing Way: Guide to producing reproducible research](https://the-turing-way.netlify.app/reproducible-research/reproducible-research.html)\n",
"\n",
"In the last chapter we made a nice little graph, let's imagine we wanted to include that in a paper, and we want other researchers to be able to understand and reproduce how it was generated.\n",
"\n",
"There are many aspects to this, but I'll list what I think is relevant here:\n",
"1. We have some code that generates the data and some code that uses it to plot the output, let's split that into two python files.\n",
"2. Our code has external dependencies on numpy and matplotlib, in the future those packages could change their behaviour in a way that breaks the code, so let's record what version our code is compatible with.\n",
"3. We also have an internal dependency on other code in this MCFF repository, that could also change so let's record the git hash of the commit where the code works for posterity.\n",
"4. The data generating process is random, so we'll fix the seed as discussed in the testing section to make it reproducible.\n",
"\n"
]
},
{
"cell_type": "markdown",
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"## Making a reproducible environment\n",
"\n",
"There are many ways to specify the versions of your python packages but the two most common are with a `requirements.txt` or with an `environment.yml`.\n",
"\n",
"`requirements.txt` is quite simple and just lists packages and versions i.e. `numpy==1.21`that can be installed with `pip install -r requirements.txt`, more details of the format [here][requirements]. The problem with requirements.txt is that it can only tell you about software installable with pip, which is often not enough.\n",
"\n",
"Consequently, many people now use `environment.yml` files, which work with conda. There's a great intro to all this [here][conda-intro] which I will not reproduce here. The gist of it is that we end up with a file that looks like this:\n",
"```yaml\n",
"#contents of environment.yml\n",
"name: mcmc\n",
"\n",
"channels:\n",
" - defaults\n",
" - conda-forge\n",
"\n",
"dependencies:\n",
" - python=3.9\n",
"\n",
" # Core packages\n",
" - numpy=1.21\n",
" - scipy=1.7\n",
" - matplotlib=3.5\n",
" - numba=0.55\n",
" - ipykernel=6.9 # Allows this conda environment to show up automatically in Jupyter Lab\n",
" - watermark=2.3 # Generates a summary of package version for use inside Jupyter Notebooks\n",
"\n",
" # Testing\n",
" - pytest=7.1 # Testing\n",
" - pytest-cov=3.0 # For Coverage testing\n",
" - hypothesis=6.29 # Property based testing\n",
"\n",
" # Development\n",
" - pre-commit=2.20 # For running black and other tools before commits\n",
"\n",
" # Documentation\n",
" - sphinx=5.0 # For building the documentation\n",
" - myst-nb=0.16 # Allows sphinx to include Jupyter Notebooks\n",
"\n",
" # Installing MCFF itself\n",
" - pip=21.2\n",
" - pip:\n",
" - --editable . #install MCFF from the local repository using pip and do it in editable mode\n",
"\n",
"```\n",
"\n",
"This file should be enough for another researcher to create an environment where they can run your code using a command like: `conda env create -f environment.yml`\n",
"\n",
"Generating these files is still a little annoying, the best way I found was to manually combine the output of two commands, `conda env export --from-history` gives you just what you have manually installed into a given conda environment but not version numbers.\n",
"\n",
"[requirements]: https://pip.pypa.io/en/stable/reference/requirements-file-format/#requirements-file-format\n",
"[conda-intro]: https://imperialcollegelondon.github.io/grad_school_software_engineering_course/l1-01-tools-I/index.html"
]
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{
"cell_type": "code",
"execution_count": 1,
"id": "2110420e-f72b-45cf-94d7-7b9bc9ebb0ec",
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{
"name": "stdout",
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"text": [
"name: recode\n",
"channels:\n",
" - defaults\n",
"dependencies:\n",
" - pytest-cov=3.0\n",
" - watermark=2.3\n",
" - matplotlib=3.5\n",
" - hypothesis=6.29\n",
" - numba=0.55\n",
" - python=3.9\n",
" - ipykernel=6.9\n",
" - pre-commit=2.20\n",
" - scipy=1.7\n",
" - pytest=7.1\n",
" - myst-nb=0.16\n",
" - numpy=1.21\n",
" - sphinx=5.0\n",
" - pip=21.2\n",
"prefix: /Users/tom/miniconda3/envs/recode\n"
]
}
],
"source": [
"!conda env export --from-history"
]
},
{
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"id": "07c8092c-dd23-470c-adc6-002ccd8e44d0",
"metadata": {},
"source": [
"So I also output `conda env export`, this is annoying because it also gives you dependencies. While the versions of dependencies could potentially be important we usually draw the line at just listing the version of directly required packages. So what I usually do is to take the above output and then use the output of `conda env export` to set the version numbers, leaving out the number because that indicates non-breaking changes\n",
"\n",
"```yaml\n",
"#output of conda env export\n",
"name: recode\n",
"channels:\n",
" - defaults\n",
"dependencies:\n",
" - appnope=0.1.2=py39hecd8cb5_1001\n",
" - asttokens=2.0.5=pyhd3eb1b0_0\n",
" - attrs=21.4.0=pyhd3eb1b0_0\n",
" - backcall=0.2.0=pyhd3eb1b0_0\n",
" - blas=1.0=mkl\n",
" - brotli=1.0.9=hb1e8313_2\n",
" - ca-certificates=2022.4.26=hecd8cb5_0\n",
" - certifi=2022.6.15=py39hecd8cb5_0\n",
" - coverage=6.3.2=py39hca72f7f_0\n",
" - many many more lines like this... sigh\n",
"```"
]
},
{
"cell_type": "markdown",
"id": "fc858ba3-49db-47e3-89c8-a9945b61a8fb",
"metadata": {},
"source": [
"## Splitting the code into files\n",
"\n",
"To avoid you having to go away and find the files, I'll just put them here. Let's start with the file that generates the data. I'll give it what I hope is an informative name and a shebang so that we can run it with `./generate_montecarlo_walkers.py` (after doing `chmod +x generate_montecarlo_walkers.py` just once).\n",
"\n",
"I'll set the seed using a large pregenerated seed, you've likely seen me use `42` in some places, but that's not really best practice because it might not be entropy to reliably seed the generator.\n",
"\n",
"I've also added some code that gets the commit hash of MCFF and saves it into the data file along with the date. This helps us keep track of the generated data too."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "cfc51637-3007-455c-8b87-6db3abf47d4b",
"metadata": {},
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{
"data": {
"text/plain": [
"{'MCFF_commit_hash': '03657e08835fdf23a808f59baa6c6a9ad684ee55',\n",
" 'date': datetime.datetime(2022, 7, 18, 10, 41, 12, 526345, tzinfo=datetime.timezone.utc),\n",
" 'inputs': {'N': 20,\n",
" 'Ts': [10, 4.5, 3],\n",
" 'steps': 200,\n",
" 'stepsize': 400,\n",
" 'N_repeats': 10,\n",
" 'initial_state': 'removed for brevity',\n",
" 'flips': 'removed for brevity'},\n",
" 'average_color_data': array([[[ 0.635, 0.385, 0.33 , ..., -0.035, -0.005, 0.025],\n",
" [ 0.63 , 0.4 , 0.195, ..., -0.015, -0.04 , 0.07 ],\n",
" [ 0.54 , 0.43 , 0.235, ..., 0.03 , 0.015, -0.015],\n",
" ...,\n",
" [ 0.6 , 0.355, 0.115, ..., 0.165, 0.02 , 0.02 ],\n",
" [ 0.64 , 0.4 , 0.29 , ..., 0.08 , 0.075, 0.035],\n",
" [ 0.61 , 0.405, 0.255, ..., -0.04 , -0.13 , -0.04 ]],\n",
" \n",
" [[ 0.92 , 0.885, 0.86 , ..., 0.645, 0.58 , 0.56 ],\n",
" [ 0.955, 0.89 , 0.865, ..., 0.615, 0.635, 0.63 ],\n",
" [ 0.95 , 0.905, 0.895, ..., 0.07 , 0.07 , 0.04 ],\n",
" ...,\n",
" [ 0.935, 0.905, 0.83 , ..., -0.08 , -0.115, 0.015],\n",
" [ 0.89 , 0.81 , 0.87 , ..., 0.575, 0.56 , 0.585],\n",
" [ 0.91 , 0.835, 0.85 , ..., 0.195, 0.24 , 0.175]],\n",
" \n",
" [[ 0.99 , 0.99 , 0.965, ..., 0.945, 0.96 , 0.945],\n",
" [ 0.98 , 0.98 , 0.955, ..., 0.95 , 0.96 , 0.98 ],\n",
" [ 0.985, 0.975, 0.975, ..., 0.97 , 0.975, 0.98 ],\n",
" ...,\n",
" [ 0.985, 0.985, 0.99 , ..., 0.995, 0.99 , 0.985],\n",
" [ 0.99 , 0.985, 0.975, ..., 0.99 , 0.965, 0.94 ],\n",
" [ 0.995, 0.995, 1. , ..., 0.96 , 0.96 , 0.96 ]]])}"
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"source": [
"###### filename: generate_montecarlo_walkers.py #####\n",
"#!/usr/bin/env python3\n",
"# The above lets us run this script by just typing ./generate_montecarlo_walkers.py at the command line\n",
"\"\"\"\n",
"This script generates the data for the monte carlo walkers plot Fig. 2 in the paper {link} \n",
"To regenerate the plot:\n",
"\n",
"$ conda env create -p ./env -f environment.yml # generate the environment in a local env folder\n",
"$ conda active ./env # activate it\n",
"$ python generate_montecarlo_walkers.py # creates data.pickle\n",
"$ python plot_montecarlo_walkers.py # creates plot.pdf\n",
"\n",
"Last tested and working with MCFF commit hash 63523481e89ae8c8f74a900ae43b035e3312f9c8\n",
"\"\"\"\n",
"import numpy as np\n",
"import pickle\n",
"from datetime import datetime, timezone\n",
"\n",
"import MCFF\n",
"from MCFF.mcmc import mcmc_generator\n",
"\n",
"import subprocess\n",
"from pathlib import Path\n",
"\n",
"\n",
"def get_module_git_hash(module):\n",
" \"Get the commit hash of a module installed from a git repo with pip install -e .\"\n",
" cwd = Path(module.__file__).parent\n",
" return (\n",
" subprocess.run(\n",
" [\"git\", \"rev-parse\", \"HEAD\"], check=True, capture_output=True, cwd=cwd\n",
" )\n",
" .stdout.decode()\n",
" .strip()\n",
" )\n",
"\n",
"\n",
"seed = [\n",
" 2937053738,\n",
" 1783364611,\n",
" 3145507090,\n",
"] # generated once with rng.integers(2**63, size = 3) and then saved\n",
"\n",
"np.random.seed(\n",
" seed\n",
") # This makes our random numbers reproducible when the notebook is rerun in order\n",
"\n",
"### The measurement we will make ###\n",
"def average_color(state):\n",
" return np.mean(state)\n",
"\n",
"\n",
"### Simulation Inputs ###\n",
"N = 20 # Use an NxN system\n",
"Ts = [10, 4.5, 3] # What temperatures to use\n",
"steps = 200 # How many times to sample the state\n",
"stepsize = N**2 # How many individual monte carlo flips to do in between each sample\n",
"N_repeats = 10 # How many times to repeat each run at fixed temperature\n",
"initial_state = np.ones(shape=(N, N)) # the initial state to use\n",
"flips = (\n",
" np.arange(steps) * stepsize\n",
") # Use this to plot the data in terms of individual flip attemps\n",
"inputs = dict(\n",
" N=N,\n",
" Ts=Ts,\n",
" steps=steps,\n",
" stepsize=stepsize,\n",
" N_repeats=10,\n",
" initial_state=initial_state,\n",
" flips=flips,\n",
")\n",
"\n",
"### Simulation Code ###\n",
"average_color_data = np.array(\n",
" [\n",
" [\n",
" [\n",
" average_color(s)\n",
" for s in mcmc_generator(initial_state, steps, stepsize=stepsize, T=T)\n",
" ]\n",
" for _ in range(N_repeats)\n",
" ]\n",
" for T in Ts\n",
" ]\n",
")\n",
"\n",
"data = dict(\n",
" MCFF_commit_hash=get_module_git_hash(MCFF),\n",
" date=datetime.now(timezone.utc),\n",
" inputs=inputs,\n",
" average_color_data=average_color_data,\n",
")\n",
"\n",
"# save the data to data.pickle\n",
"with open(\"./walkers_plot/data.pickle\", \"wb\") as f:\n",
" pickle.dump(data, f)\n",
"\n",
"data[\"inputs\"][\"initial_state\"] = \"removed for brevity\"\n",
"data[\"inputs\"][\"flips\"] = \"removed for brevity\"\n",
"data"
]
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{
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",
"text/plain": [
"<Figure size 1650x770 with 6 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"###### filename: plot_montecarlo_walkers.py ######\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from numba import jit\n",
"import pickle\n",
"\n",
"# This loads some custom styles for matplotlib\n",
"import json, matplotlib\n",
"\n",
"with open(\"../_static/matplotlibrc.json\") as f:\n",
" matplotlib.rcParams.update(json.load(f))\n",
"\n",
"from itertools import count\n",
"\n",
"with open(\"./walkers_plot/data.pickle\", \"rb\") as f:\n",
" data = pickle.load(f)\n",
"\n",
"# splat the keys and values back into the global namespace,\n",
"# beware that this could overwrite previously defined variables like 'count' by accident\n",
"globals().update(**data)\n",
"globals().update(**data[\"inputs\"])\n",
"\n",
"\n",
"fig, axes = plt.subplots(\n",
" figsize=(15, 7),\n",
" nrows=3,\n",
" ncols=2,\n",
" sharey=\"row\",\n",
" sharex=\"col\",\n",
" gridspec_kw=dict(hspace=0, wspace=0, width_ratios=(4, 1)),\n",
")\n",
"\n",
"for i, ax, hist_ax in zip(count(), axes[:, 0], axes[:, 1]):\n",
" c = average_color_data[i]\n",
" indiv_line, *_ = ax.plot(flips, c.T, alpha=0.4, color=\"k\", linewidth=0.9)\n",
" (mean_line,) = ax.plot(flips, np.mean(c, axis=0))\n",
" hist_ax.hist(c.flatten(), orientation=\"horizontal\", label=f\"T = {Ts[i]}\")\n",
"\n",
"axes[-1, 0].set(xlabel=f\"Monte Carlo Flip Attempts\")\n",
"axes[-1, 1].set(xlabel=\"Probability Density\")\n",
"axes[1, 0].set(ylabel=r\"Average Color $\\langle c \\rangle$\")\n",
"axes[-1, 0].legend([mean_line, indiv_line], [\"Mean\", \"Individual walker\"])\n",
"for ax in axes[:, 1]:\n",
" ax.legend(loc=4)\n",
"\n",
"fig.savefig(\"./walkers_plot/plot.pdf\")"
]
},
{
"cell_type": "markdown",
"id": "c2d36cec-28b2-4c5f-a65a-bc4e3bc9f38b",
"metadata": {},
"source": [
"## Citations and DOIs\n",
"\n",
"Now that we have a nicely reproducible plot, let's share it with the world. The easiest way is probably to put your code in a hosted git repository like GitHub or GitLab. \n",
"\n",
"Next, let's mint a shiny Digital Object Identifier (DOI) for the repository, using something like [Zenodo](https://zenodo.org/). These services archive a snapshot of the repository and assign a DOI to that snapshot, this is really useful for citing a particular version of the software. \n",
"\n",
"Finally, let's add a `citation.cff` file to the root of the repository, this makes it easier for people who might cite this software to generate a good citation for it. We can add the Zenodo DOI to it too. You can read more about `citation.cff` files [here](https://citation-file-format.github.io/) and there is a convenient generator tool [here](https://citation-file-format.github.io/cff-initializer-javascript/)."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "44452753-0a37-4c27-a6ca-d2cb83687cc5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Author: Thomas Hodson\n",
"\n",
"Github username: T_Hodson\n",
"\n",
"Last updated: Mon Jul 18 2022\n",
"\n",
"Python implementation: CPython\n",
"Python version : 3.9.12\n",
"IPython version : 8.4.0\n",
"\n",
"Git hash: 03657e08835fdf23a808f59baa6c6a9ad684ee55\n",
"\n",
"Git repo: https://github.com/ImperialCollegeLondon/ReCoDE_MCMCFF.git\n",
"\n",
"Git branch: main\n",
"\n",
"matplotlib: 3.5.1\n",
"json : 2.0.9\n",
"numpy : 1.21.5\n",
"MCFF : 0.0.1\n",
"\n",
"Watermark: 2.3.1\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -n -u -v -iv -w -g -r -b -a \"Thomas Hodson\" -gu \"T_Hodson\""
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:recode]",
"language": "python",
"name": "conda-env-recode-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}