diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 00000000..4a017092 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,158 @@ +# Update all versions in this file by running: +# $ pre-commit autoupdate +minimum_pre_commit_version: 2.19.0 +default_language_version: + python: python3.9 +repos: + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v4.2.0 + hooks: + - id: end-of-file-fixer + name: Check for a blank line at the end of scripts (auto-fixes) + exclude: ^solutions/ + - id: trailing-whitespace + - id: check-builtin-literals + exclude: | + (?x)^( + solutions/01_04.py| + solutions/02_21.py| + solutions/04_05.py| + solutions/05_01.py| + solutions/05_12.py + )$ + - id: check-byte-order-marker + - id: check-case-conflict + - id: check-merge-conflict + - id: check-symlinks + - id: check-toml + - id: check-vcs-permalinks + - id: check-xml + - id: debug-statements + exclude: | + (?x)^( + solutions/01_04.py| + solutions/02_21.py| + solutions/04_05.py| + solutions/05_01.py| + solutions/05_12.py + )$ + - id: detect-private-key + - id: mixed-line-ending + - id: fix-encoding-pragma + args: ["--remove"] + - id: check-yaml + - id: check-added-large-files + name: Check for files larger than 5 MB + args: ["--maxkb=5120"] + - id: check-ast + exclude: | + (?x)^( + solutions/01_04.py| + solutions/02_21.py| + solutions/04_05.py| + solutions/05_01.py| + solutions/05_12.py + )$ + - id: check-docstring-first + - repo: https://github.com/myint/autoflake + rev: v1.4 + hooks: + - id: autoflake + args: &autoflake + - --in-place + - --remove-all-unused-imports + - --expand-star-imports + - --remove-duplicate-keys + - --remove-unused-variables + exclude: | + (?x)^( + solutions/02_01.py + )$ + - repo: https://gitlab.com/pycqa/flake8 + rev: 3.9.2 + hooks: + - &flake8 + id: flake8 + additional_dependencies: + - flake8-docstrings==1.6.0 + - flake8-eradicate==1.2.0 + - flake8-fixme==1.1.1 + - flake8-implicit-str-concat==0.2.0 + - flake8-print==4.0.0 + - flake8-return==1.1.3 + args: ["--config=setup.cfg"] + - repo: local + hooks: + - id: linestripper-add + name: linestripper-add + entry: python linestripper.py add + language: system + always_run: true + pass_filenames: false + - repo: https://github.com/psf/black + rev: 22.3.0 + hooks: + - id: black + exclude: | + (?x)^( + solutions/01_04.py| + solutions/01_05.py| + solutions/02_21.py| + solutions/04_05.py| + solutions/05_01.py| + solutions/05_12.py + )$ + - repo: local + hooks: + - id: linestripper-remove + name: linestripper-remove + entry: python linestripper.py remove + language: system + always_run: true + pass_filenames: false + - repo: https://github.com/asottile/add-trailing-comma + rev: v2.2.3 + hooks: + - id: add-trailing-comma + args: [--py36-plus] + - repo: https://github.com/timothycrosley/isort + rev: 5.10.1 + hooks: + - id: isort + types: [python] + - repo: https://github.com/asottile/pyupgrade + rev: v2.32.1 + hooks: + - id: pyupgrade + args: + - "--py39-plus" + - repo: https://github.com/Cielquan/mirrors-poetry + rev: 1.1.13 + hooks: + - id: poetry-check + - id: poetry-lock + args: ["--no-update"] + - id: poetry-export + args: ["--without-hashes"] + - repo: https://github.com/pre-commit/mirrors-prettier + rev: v2.6.2 + hooks: + - id: prettier + types_or: [yaml] + additional_dependencies: + - "prettier@2.5.1" + - repo: local + hooks: + - id: pylint + name: pylint + entry: pylint solutions + language: system + always_run: true + pass_filenames: false + # stages: [manual] + - id: pip-audit + name: pip-audit + entry: pip-audit + language: system + always_run: true + pass_filenames: false diff --git a/.python-version b/.python-version index 0cbfaed0..21af9507 100644 --- a/.python-version +++ b/.python-version @@ -1 +1 @@ -3.8.5 +3.9.13 diff --git a/.vscode/settings.json b/.vscode/settings.json index 9331cbe1..9795d605 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,27 +1,49 @@ { - "python.linting.enabled": true, - "python.linting.flake8Enabled": true, - "python.linting.flake8Args": [], - "python.linting.pylintArgs": [], - "python.linting.pylintUseMinimalCheckers": false, - "python.formatting.provider": "black", - "python.formatting.blackArgs": [], - "editor.formatOnSave": true, - "python.sortImports.args": [ - "--recursive", - ], - "[python]": { - "editor.codeActionsOnSave": { - "source.organizeImports": true + // editor & autoformatter settings + "editor.formatOnSave": true, + "editor.trimAutoWhitespace": true, + "files.trimTrailingWhitespace": true, + "prettier.enable": true, + + // python - black + "python.formatting.provider": "black", + "python.formatting.blackArgs": [], + + // python - other + "python.languageServer": "Pylance", + + // python - linting & static analysis + "python.analysis.extraPaths": ["solutions"], + "python.analysis.typeCheckingMode": "basic", + "python.linting.enabled": true, + "python.linting.flake8Enabled": true, + "python.linting.flake8Args": [], + "python.linting.pylintEnabled": true, + "python.linting.pylintArgs": [], + + // Python files only + "[python]": { + // isort on save + "editor.codeActionsOnSave": {"source.organizeImports": true}, + // Stop the 'Black does not support "Format Selection"' message every + // time you paste something (https://stackoverflow.com/a/63612401/3279076) + "editor.formatOnPaste": false + }, + + // python - pytest (https://code.visualstudio.com/docs/python/testing) + "python.testing.unittestEnabled": false, + "python.testing.pytestEnabled": true, + "python.testing.pytestArgs": ["tests"], + + // git + "git.enabled": true, + + // file associations + "files.associations": { + "**/requirements{/**,*}.{txt,in}": "pip-requirements", }, - // Stop the 'Black does not support "Format Selection"' message every - // time you paste something (https://stackoverflow.com/a/63612401/3279076) - "editor.formatOnPaste": false - }, - "python.pythonPath": "${env:VIRTUAL_ENV}", - // from here: https://github.com/microsoft/vscode-python/wiki/AB-Experiments - // being selected made things run differently on different peoples systems. - "python.experiments.enabled": false, + + "cSpell.language": "en-GB", "cSpell.words": [ "adelie", "boxplot", diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 00000000..10d9835a --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,31 @@ +# Changelog + +All notable changes to this project will be documented in this file. + +The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/) +and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.html). + + + +## [1.1.0] - 2022-07-10 + +- Various upgrades ([#40](https://github.com/HumbleData/beginners-data-workshop/pull/40)) +- **Behind-the-scenes** + - Upgrade Python to 3.9.13 + - Upgrade all dependencies to latest with NumPy/pandas/Matplotlib/scikit-learn matching CoCalc versions. + - Switch from `pip-tools` to Poetry (configuration in `pyproject.toml`) + - Update Development Setup guidance in `README.md` + - Integrate & configure flake8, pylint, black & other linters. + - Added pre-commit configuration. + - Updated VS Code `settings.json` + - Added `linestripper.py` to keep EOF newlines out of solutions code (better attendee UX) yet black-compliant. + - Added `CHANGELOG.md` and started versioning releases. +- **Workshop materials** + - Reviewed all workshop materials for deprecations. + - Replaced all single quotes in solutions with double quotes for black compliance. + - Added EOF newlines to datasets. + - Other minor changes: trailing whitespace, trailing commas, isort compliant solution code. + + +## [1.0.0] - 2021-07-23 +Final version used for Humble Data workshops in 2021. diff --git a/README.md b/README.md index bf7498a4..df37f781 100644 --- a/README.md +++ b/README.md @@ -25,36 +25,39 @@ pip-compile pip-sync ``` -## Setup +## Attendee Setup + +1. Visit [https://bit.ly/humble-python-setup] to install Python onto your machine. +2. The notebooks in this project should work great with Anaconda out of the box. If you want to create your own virtual + environment for this workshop, your mentor will guide you through the simplest setup. + +> Note: The Development Setup outlined below will work for you, but is more complex than what you need to follow this + workshop. This setup is designed to make it easy to upgrade Python dependencies (e.g. pandas, Seaborn), and run + automated checks to highlight if any code in the notebooks is broken (we call this a "test suite"). + +## Development Setup + +This project uses [pyenv](https://github.com/pyenv/pyenv), [pyenv-virtualenvwrapper](https://github.com/pyenv/pyenv-virtualenvwrapper) +and [Poetry](https://python-poetry.org/docs/). Please [see here](https://github.com/CoefficientSystems/coefficient-cookiecutter/blob/develop/%7B%7Bcookiecutter.repo_name%7D%7D/docs/getting_started.md) for a step-by-step installation guide. ```bash -# Install virtualenv -pip install virtualenv - - -# Install virtualenvwrapper (http://virtualenvwrapper.readthedocs.org/en/latest/index.html) -pip install virtualenvwrapper -# Tell shell to source virtualenvwrapper.sh and where to put the virtualenvs by adding following to .zshrc -zshconfig -# # "Tell shell to source virtualenvwrapper.sh and where to put the virtualenvs" -# export WORKON_HOME=$HOME/.virtualenvs -# export PROJECT_HOME=$HOME/code -# source /usr/local/bin/virtualenvwrapper.sh -source ~/.zshrc -source /usr/local/bin/virtualenvwrapper.sh -# Now let's make a virtualenv -mkvirtualenv venv -workon venv -# Commands `workon venv`, `deactivate`, `lsvirtualenv` and `rmvirtualenv` are useful -# WARNING: When you brew install formulae that provide Python bindings, you should not be in an active virtual environment. -# (https://github.com/Homebrew/homebrew/blob/master/share/doc/homebrew/Homebrew-and-Python.md) -deactivate - - -# Create virtualenv & install packages -mkvirtualenv beginners-data-workshop -pip install pip-tools -pip-sync +# Install Python +pyenv install $(cat .python-version) +pyenv shell $(cat .python-version) +python -m pip install --upgrade pip +python -m pip install virtualenvwrapper +pyenv virtualenvwrapper + +# Setup the virtualenv +mkvirtualenv -p python$(cat .python-version) $(cat .venv) +python -V +python -m pip install --upgrade pip + +# Install dependencies with Poetry +poetry self update +poetry install --no-root --remove-untracked + +# Create Jupyter Kernel python -m ipykernel install --user --name beginners-data-workshop --display-name "Python (beginners-data-workshop)" # Install Jupyter Extensions static files diff --git a/data/food_training/languages.csv b/data/food_training/languages.csv index 352e42ec..b6b4b98d 100644 --- a/data/food_training/languages.csv +++ b/data/food_training/languages.csv @@ -47,4 +47,4 @@ Switzerland,German/French/Italian/Romansch Turkey,Turkish Ukraine,Ukrainian United Kingdom,English -Vatican City State,Latin/Italian \ No newline at end of file +Vatican City State,Latin/Italian diff --git a/data/food_training/training_2014.csv b/data/food_training/training_2014.csv index 0d3bcb77..1f2db0fe 100644 --- a/data/food_training/training_2014.csv +++ b/data/food_training/training_2014.csv @@ -27,4 +27,4 @@ RASFF,Madrid,2015-03-23,2015-03-26,1,, Contingency Planning,Padua,2015-03-23,2015-03-27,1,, Microbiological Criteria,Lisbon,2015-03-23,2015-03-27,1,, Food Composition and Information,Athens,2015-03-23,2015-03-27,1,, -Control on Contaminants in Feed and Food,Berlin,2015-03-24,2015-03-27,3,, \ No newline at end of file +Control on Contaminants in Feed and Food,Berlin,2015-03-24,2015-03-27,3,, diff --git a/data/food_training/training_2015.csv b/data/food_training/training_2015.csv index ba3c1a5d..d0e782be 100644 --- a/data/food_training/training_2015.csv +++ b/data/food_training/training_2015.csv @@ -121,4 +121,4 @@ Plant Health Controls,Venice/Treviso,2016-03-07,2016-03-11,2,, Import Controls on Food and Feed of Non-Animal Origin,Genoa;Italy,2016-03-08,2016-03-11,4,, Feed Law,Nantes;France,2016-03-14,2016-03-18,3,, Animal by Products (Upgraded),Maribor;Slovenia,2016-03-15,2016-03-18,2,, -EU Feed Hygiene Rules and HACCP auditing ,Barcelona,2016-03-31,2016-06-03,2,, \ No newline at end of file +EU Feed Hygiene Rules and HACCP auditing ,Barcelona,2016-03-31,2016-06-03,2,, diff --git a/data/food_training/training_2016.csv b/data/food_training/training_2016.csv index c8a5f7ba..b930372c 100644 --- a/data/food_training/training_2016.csv +++ b/data/food_training/training_2016.csv @@ -115,4 +115,4 @@ Contingency Planning,Venice;IT,2017-03-06,2017-03-10,3,, Audit B1 - Standard Level,Valencia,2017-03-06,2017-03-10,2,, Audit A,Bratislava,2017-03-20,2017-03-24,1,, Food Hygiene and Flexibility,Zagreb/Helsinki,2017-03-20,2017-03-24,2,, -Animal Health and Disease Prevention for Bees and Zoo Animals,Antwerp,2017-03-28,2017-03-31,2,, \ No newline at end of file +Animal Health and Disease Prevention for Bees and Zoo Animals,Antwerp,2017-03-28,2017-03-31,2,, diff --git a/linestripper.py b/linestripper.py new file mode 100644 index 00000000..6242e38d --- /dev/null +++ b/linestripper.py @@ -0,0 +1,52 @@ +"""Add or remove newlines to files in specified directory. + +Examples: + $ python linestripper.py add + $ python linestripper.py remove + $ python linestripper.py remove --directory 'data' + $ python linestripper.py --help +""" + +from pathlib import Path + +import typer + +ROOT = Path(".") + + +def strip_newlines(filepath: Path) -> None: + """Remove newlines from start/end of file.""" + with open(filepath) as f_input: + data = f_input.read().rstrip("\n") + + with open(filepath, "w") as f_output: + f_output.write(data) + + +def add_newline(filepath: Path) -> None: + """Add a newline to end of file.""" + with open(filepath) as f_input: + data = f_input.read() + "\n" + + with open(filepath, "w") as f_output: + f_output.write(data) + + +def main(action: str, directory: str = "solutions", file_ext: str = ".py") -> None: + """CLI utility to add/remove newlines from all files in directory.""" + typer.echo(f"{action} newlines for all {file_ext} files in {directory}") + + if action not in ("add", "remove"): + raise RuntimeError(f"action must be one of 'add' or 'remove' ('{action}' given)") + + for filepath in (ROOT / directory).glob("*.py"): + if action == "add": + add_newline(filepath) + if action == "remove": + strip_newlines(filepath) + + typer.echo(f"Request to {action} newlines to all files in {directory} is complete!") + + +if __name__ == "__main__": + typer.run(main) diff --git a/notebooks/1. Beginning with Python.ipynb b/notebooks/1. Beginning with Python.ipynb index 5d33ddcf..f3933759 100644 --- a/notebooks/1. Beginning with Python.ipynb +++ b/notebooks/1. Beginning with Python.ipynb @@ -1688,7 +1688,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - ">Compute the length of the variable *name*." + ">Compute the length of the string variable `snakes`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "snakes = \"🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍🐍\"" ] }, { @@ -2020,9 +2029,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (system-wide)", + "display_name": "Python (beginners-data-workshop)", "language": "python", - "name": "python3" + "name": "beginners-data-workshop" }, "language_info": { "codemirror_mode": { @@ -2034,7 +2043,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.9.13" } }, "nbformat": 4, diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 00000000..f25ddf99 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,3427 @@ +[[package]] +name = "anyio" +version = "3.6.1" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +category = "main" +optional = false +python-versions = ">=3.6.2" + +[package.dependencies] +idna = ">=2.8" +sniffio = ">=1.1" + +[package.extras] +doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"] +test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"] +trio = ["trio (>=0.16)"] + +[[package]] +name = "appnope" +version = "0.1.3" +description = "Disable App Nap on macOS >= 10.9" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "argon2-cffi" +version = "21.3.0" +description = "The secure Argon2 password hashing algorithm." +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +argon2-cffi-bindings = "*" + +[package.extras] +dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"] +docs = ["sphinx", "sphinx-notfound-page", "furo"] +tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"] + +[[package]] +name = "argon2-cffi-bindings" +version = "21.2.0" +description = "Low-level CFFI bindings for Argon2" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +cffi = ">=1.0.1" + +[package.extras] +dev = ["pytest", "cogapp", "pre-commit", "wheel"] +tests = ["pytest"] + +[[package]] +name = "astroid" +version = "2.5" +description = "An abstract syntax tree for Python with inference support." +category = "dev" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +lazy-object-proxy = ">=1.4.0" +wrapt = ">=1.11,<1.13" + +[[package]] +name = "atomicwrites" +version = "1.4.1" +description = "Atomic file writes." +category = "dev" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" + +[[package]] +name = "attrs" +version = "20.3.0" +description = "Classes Without Boilerplate" +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" + +[package.extras] +dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"] +docs = ["furo", "sphinx", "zope.interface"] +tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"] +tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"] + +[[package]] +name = "babel" +version = "2.10.3" +description = "Internationalization utilities" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.dependencies] +pytz = ">=2015.7" + +[[package]] +name = "backcall" +version = "0.2.0" +description = "Specifications for callback functions passed in to an API" +category = "main" +optional = false +python-versions = "*" + +[[package]] +name = "beautifulsoup4" +version = "4.11.1" +description = "Screen-scraping library" +category = "main" +optional = false +python-versions = ">=3.6.0" + +[package.dependencies] +soupsieve = ">1.2" + +[package.extras] +html5lib = ["html5lib"] +lxml = ["lxml"] + +[[package]] +name = "black" +version = "22.6.0" +description = "The uncompromising code formatter." +category = "main" +optional = false +python-versions = ">=3.6.2" + +[package.dependencies] +click = ">=8.0.0" +mypy-extensions = ">=0.4.3" +pathspec = ">=0.9.0" +platformdirs = ">=2" +tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""} +typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""} + +[package.extras] +colorama = ["colorama (>=0.4.3)"] +d = ["aiohttp (>=3.7.4)"] +jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] +uvloop = ["uvloop (>=0.15.2)"] + +[[package]] +name = "bleach" +version = "5.0.1" +description = "An easy safelist-based 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Science. We organise free workshops for people who are outside of the mainstream in the data science and tech industry." +authors = ["Humble Data "] +license = "Creative Commons Attribution-ShareAlike 4.0 International License" +classifiers = [ + "Development Status :: 5 - Production/Stable", + "Framework :: Jupyter", + "Framework :: Jupyter :: JupyterLab", + "Intended Audience :: Education", + "Operating System :: Microsoft :: Windows", + "Operating System :: MacOS", + "Operating System :: POSIX :: Linux", + "Programming Language :: Python :: 3.6", + "Programming Language :: Python :: 3.7", + "Programming Language :: Python :: 3.8", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", +] +packages = [ + # Add more packages here, e.g. + # { include = "module_name", from = "package_name" }, +] + +[tool.poetry.dependencies] +python = "^3.9.13" +# Everything below here is alphabetically sorted +# We try to keep this environment in sync with the CoCalc Python 3 (system-wide) environment at +# https://cocalc.com/doc/software-python.html +black = "^22.3.0" +joblib = "1.1.0" +ipykernel = "^6.15.1" +jupyter-black = "^0.3.1" +jupyter-contrib-nbextensions = "0.5.1" +jupyterlab = "3.4.2" +matplotlib = "3.5.2" +pandas = "1.4.2" +scikit-learn = "1.1.1" +seaborn = "0.11.2" +tqdm = "4.64.0" + +[tool.poetry.dev-dependencies] +# Everything below here is alphabetically sorted +flake8 = "^4.0.1" +flake8-docstrings = "^1.6.0" +flake8-eradicate = "^1.2.1" +flake8-fixme = "^1.1.1" +flake8-implicit-str-concat = "^0.2.0" +flake8-print = "^4.0.1" +flake8-return = "^1.1.3" +isort = "4.3.21" +nbdime = "^3.1.1" +pip-audit = "^1.1.2" +poetryup = "^0.7.2" +pre-commit = "^2.19.0" +pylint = "2.5.3" +pytest = "^7.1.2" +treon = "^0.1.3" +typer = "<0.5.0" + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" + + +############ +# βœ… Linters +############ [tool.black] line-length = 100 -target-version = ['py38'] +target-version = ["py310"] [tool.isort] profile = "black" line_length = 100 default_section = "THIRDPARTY" -sections = "FUTURE,STDLIB,DJANGO,THIRDPARTY,FIRSTPARTY,LOCALFOLDER" +sections = "FUTURE,STDLIB,THIRDPARTY,FIRSTPARTY,LOCALFOLDER" + +[tool.pylint.MASTER] +ignore = ["05_34.py"] +ignore-paths = [".git"] +load-plugins = [] [tool.pylint."MESSAGES CONTROL"] -enable="all" +enable = "all" max-module-lines = 2000 max-line-length = 100 max-locals = 50 -min-similarity-lines = 50 +min-similarity-lines = 150 max-statements = 89 max-args = 22 -max-branches = 13 -good-names = [ - "i", - "j", - "k" -] +max-branches = 17 +good-names = ["i", "j", "k", "x"] disable = [ - "broad-except", - "fixme", - "import-outside-toplevel", - "logging-fstring-interpolation", - "missing-class-docstring", + "expression-not-assigned", + "invalid-name", + "missing-final-newline", "missing-function-docstring", "missing-module-docstring", - "signature-differs", - "too-few-public-methods", - "abstract-class-instantiated", - "protected-access", - "len-as-condition", - "redefined-argument-from-local", - "wrong-import-order", - "no-member", - "no-name-in-module", - "use-a-generator", - "consider-using-generator", - "locally-disabled", - "suppressed-message", - "missing-final-newline", - "invalid-name", + "pointless-statement", + "syntax-error", + "undefined-variable", + "unused-import", + "used-before-assignment", ] -logging-format-style="new" +logging-format-style = "new" diff --git a/requirements.in b/requirements.in deleted file mode 100644 index 3793c8d8..00000000 --- a/requirements.in +++ /dev/null @@ -1,21 +0,0 @@ -# We try to keep this environment in sync with the CoCalc Python 3 (system-wide) environment at -# https://cocalc.com/doc/software-python.html - -black==19.10b0 -isort==4.3.21 -joblib==1.0.1 -jupyter-contrib-nbextensions==0.5.1 -jupyterlab==2.3.2 -matplotlib==3.4.1 -pandas==1.2.4 -pip-tools==5.5.0 -pylint==2.5.3 -scikit-learn==0.24.1 -seaborn==0.11.1 -tqdm==4.60.0 - - -# We also include the following for repo maintenance. -flake8 -nbdime -treon diff --git a/requirements.txt b/requirements.txt index 6bc3e057..f23d0d54 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,388 +1,106 @@ -# -# This file is autogenerated by pip-compile -# To update, run: -# -# pip-compile -# -anyio==3.5.0 - # via jupyter-server -appdirs==1.4.4 - # via black -argon2-cffi==20.1.0 - # via - # jupyter-server - # notebook -astroid==2.5 - # via pylint -async-generator==1.10 - # via nbclient -attrs==21.2.0 - # via - # black - # jsonschema -backcall==0.2.0 - # via ipython -black==19.10b0 - # via -r requirements.in -bleach==3.3.0 - # via nbconvert -certifi==2020.12.5 - # via requests -cffi==1.14.5 - # via argon2-cffi -chardet==4.0.0 - # via requests -click==8.0.0 - # via - # black - # pip-tools -colorama==0.4.4 - # via nbdime -cycler==0.10.0 - # via matplotlib -decorator==5.0.7 - # via ipython -defusedxml==0.7.1 - # via nbconvert -docopt==0.6.2 - # via treon -entrypoints==0.3 - # via nbconvert -flake8==3.9.2 - # via -r requirements.in -gitdb==4.0.7 - # via gitpython -gitpython==3.1.14 - # via nbdime -idna==2.10 - # via - # anyio - # requests -ipykernel==5.5.4 - # via - # ipywidgets - # jupyter - # jupyter-console - # notebook - # qtconsole -ipython==7.31.1 - # via - # ipykernel - # ipywidgets - # jupyter-console - # jupyter-latex-envs -ipython-genutils==0.2.0 - # via - # jupyter-contrib-nbextensions - # notebook - # qtconsole - # traitlets -ipywidgets==7.6.3 - # via jupyter -isort==4.3.21 - # via - # -r requirements.in - # pylint -jedi==0.18.0 - # via ipython -jinja2==2.11.3 - # via - # jupyter-server - # jupyterlab - # jupyterlab-server - # nbconvert - # nbdime - # notebook -joblib==1.0.1 - # via - # -r requirements.in - # scikit-learn -json5==0.9.5 - # via jupyterlab-server -jsonschema==3.2.0 - # via - # jupyterlab-server - # nbformat -jupyter==1.0.0 - # via treon -jupyter-client==6.1.12 - # via - # ipykernel - # jupyter-console - # jupyter-server - # nbclient - # notebook - # qtconsole - # treon -jupyter-console==6.4.0 - # via jupyter -jupyter-contrib-core==0.3.3 - # via - # jupyter-contrib-nbextensions - # jupyter-nbextensions-configurator +anyio==3.6.1; python_full_version >= "3.6.2" and python_version >= "3.7" +appnope==0.1.3; platform_system == "Darwin" and python_version >= "3.7" and sys_platform == "darwin" +argon2-cffi-bindings==21.2.0; python_version >= "3.7" +argon2-cffi==21.3.0; python_version >= "3.7" +attrs==20.3.0; python_full_version >= "3.7.0" and python_version >= "3.7" +babel==2.10.3; python_version >= "3.7" +backcall==0.2.0; python_version >= "3.7" +beautifulsoup4==4.11.1; python_full_version >= "3.6.0" and python_version >= "3.7" +black==22.6.0; python_full_version >= "3.6.2" +bleach==5.0.1; python_version >= "3.7" +certifi==2022.6.15; python_version >= "3.7" and python_version < "4" +cffi==1.15.1; implementation_name == "pypy" and python_version >= "3.7" +charset-normalizer==2.1.0; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.6.0" +click==8.1.3; python_version >= "3.7" and python_full_version >= "3.6.2" +colorama==0.4.5; python_full_version >= "3.6.2" and platform_system == "Windows" and python_version >= "3.7" and (python_version >= "3.7" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.7" and python_full_version >= "3.5.0") +cycler==0.11.0; python_version >= "3.7" +debugpy==1.6.2; python_version >= "3.7" +decorator==5.1.1; python_version >= "3.7" +defusedxml==0.7.1; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.7" +entrypoints==0.4; python_version >= "3.7" +fastjsonschema==2.15.3; python_full_version >= "3.7.0" and python_version >= "3.7" +fonttools==4.34.4; python_version >= "3.7" +idna==3.3; python_full_version >= "3.6.2" and python_version >= "3.7" and python_version < "4" +importlib-metadata==4.12.0; python_version < "3.10" and python_version >= "3.7" +ipykernel==6.15.1; python_version >= "3.7" +ipython-genutils==0.2.0; python_version >= "3.7" +ipython==7.34.0; python_version >= "3.7" +jedi==0.18.1; python_version >= "3.7" +jinja2==3.1.2; python_version >= "3.7" +joblib==1.1.0; python_version >= "3.6" +json5==0.9.8; python_version >= "3.7" +jsonschema==4.6.2; python_full_version >= "3.7.0" and python_version >= "3.7" +jupyter-black==0.3.1 +jupyter-client==7.3.4; python_full_version >= "3.7.0" and python_version >= "3.7" +jupyter-contrib-core==0.4.0 jupyter-contrib-nbextensions==0.5.1 - # via -r requirements.in -jupyter-core==4.7.1 - # via - # jupyter-client - # jupyter-contrib-core - # jupyter-contrib-nbextensions - # jupyter-latex-envs - # jupyter-nbextensions-configurator - # jupyter-server - # nbconvert - # nbformat - # notebook - # qtconsole +jupyter-core==4.11.1; python_full_version >= "3.7.0" and python_version >= "3.7" jupyter-highlight-selected-word==0.2.0 - # via jupyter-contrib-nbextensions jupyter-latex-envs==1.4.6 - # via jupyter-contrib-nbextensions jupyter-nbextensions-configurator==0.4.1 - # via jupyter-contrib-nbextensions -jupyter-server==1.15.4 - # via - # jupyter-server-mathjax - # nbdime -jupyter-server-mathjax==0.2.2 - # via nbdime -jupyterlab==2.3.2 - # via -r requirements.in -jupyterlab-pygments==0.1.2 - # via nbconvert -jupyterlab-server==1.2.0 - # via jupyterlab -jupyterlab-widgets==1.0.0 - # via ipywidgets -kiwisolver==1.3.1 - # via matplotlib -lazy-object-proxy==1.6.0 - # via astroid -lxml==4.6.5 - # via jupyter-contrib-nbextensions -markupsafe==2.0.0 - # via jinja2 -matplotlib==3.4.1 - # via - # -r requirements.in - # seaborn -matplotlib-inline==0.1.2 - # via ipython -mccabe==0.6.1 - # via - # flake8 - # pylint -mistune==0.8.4 - # via nbconvert -nbclient==0.5.3 - # via nbconvert -nbconvert==6.0.7 - # via - # jupyter - # jupyter-contrib-nbextensions - # jupyter-latex-envs - # jupyter-server - # notebook - # treon -nbdime==3.1.1 - # via -r requirements.in -nbformat==5.2.0 - # via - # ipywidgets - # jupyter-server - # nbclient - # nbconvert - # nbdime - # notebook -nest-asyncio==1.5.1 - # via - # nbclient - # notebook -notebook==6.4.12 - # via - # jupyter - # jupyter-contrib-core - # jupyter-contrib-nbextensions - # jupyter-latex-envs - # jupyter-nbextensions-configurator - # jupyterlab - # jupyterlab-server - # widgetsnbextension -numpy==1.22.0 - # via - # matplotlib - # pandas - # scikit-learn - # scipy - # seaborn -packaging==20.9 - # via - # bleach - # jupyter-server -pandas==1.2.4 - # via - # -r requirements.in - # seaborn -pandocfilters==1.4.3 - # via nbconvert -parso==0.8.2 - # via jedi -pathspec==0.8.1 - # via black -pexpect==4.8.0 - # via ipython -pickleshare==0.7.5 - # via ipython -pillow==9.0.1 - # via matplotlib -pip-tools==5.5.0 - # via -r requirements.in -prometheus-client==0.10.1 - # via - # jupyter-server - # notebook -prompt-toolkit==3.0.18 - # via - # ipython - # jupyter-console -ptyprocess==0.7.0 - # via - # pexpect - # terminado -pycodestyle==2.7.0 - # via flake8 -pycparser==2.20 - # via cffi -pyflakes==2.3.1 - # via flake8 -pygments==2.9.0 - # via - # ipython - # jupyter-console - # jupyterlab-pygments - # nbconvert - # nbdime - # qtconsole -pylint==2.5.3 - # via -r requirements.in -pyparsing==2.4.7 - # via - # matplotlib - # packaging -pyrsistent==0.17.3 - # via jsonschema -python-dateutil==2.8.1 - # via - # jupyter-client - # matplotlib - # pandas -pytz==2021.1 - # via pandas -pyyaml==5.4.1 - # via - # jupyter-contrib-nbextensions - # jupyter-nbextensions-configurator -pyzmq==22.0.3 - # via - # jupyter-client - # jupyter-server - # notebook - # qtconsole -qtconsole==5.1.0 - # via jupyter -qtpy==1.9.0 - # via qtconsole -regex==2021.4.4 - # via black -requests==2.25.1 - # via - # jupyterlab-server - # nbdime -scikit-learn==0.24.1 - # via -r requirements.in -scipy==1.6.3 - # via - # scikit-learn - # seaborn -seaborn==0.11.1 - # via -r requirements.in -send2trash==1.8.0 - # via - # jupyter-server - # notebook -six==1.16.0 - # via - # argon2-cffi - # bleach - # cycler - # jsonschema - # python-dateutil - # websocket-client -smmap==4.0.0 - # via gitdb -sniffio==1.2.0 - # via anyio -terminado==0.9.5 - # via - # jupyter-server - # notebook -testpath==0.4.4 - # via nbconvert -threadpoolctl==2.1.0 - # via scikit-learn -toml==0.10.2 - # via - # black - # pylint -tornado==6.1 - # via - # ipykernel - # jupyter-client - # jupyter-contrib-core - # jupyter-contrib-nbextensions - # jupyter-nbextensions-configurator - # jupyter-server - # jupyterlab - # nbdime - # notebook - # terminado -tqdm==4.60.0 - # via -r requirements.in -traitlets==5.0.5 - # via - # ipykernel - # ipython - # ipywidgets - # jupyter-client - # jupyter-contrib-core - # jupyter-contrib-nbextensions - # jupyter-core - # jupyter-latex-envs - # jupyter-nbextensions-configurator - # jupyter-server - # matplotlib-inline - # nbclient - # nbconvert - # nbformat - # notebook - # qtconsole -treon==0.1.3 - # via -r requirements.in -typed-ast==1.4.3 - # via black -urllib3==1.26.5 - # via requests -wcwidth==0.2.5 - # via prompt-toolkit -webencodings==0.5.1 - # via bleach -websocket-client==0.59.0 - # via jupyter-server -widgetsnbextension==3.5.1 - # via ipywidgets -wrapt==1.12.1 - # via astroid - -# The following packages are considered to be unsafe in a requirements file: -# pip -# setuptools +jupyter-server==1.18.1; python_version >= "3.7" +jupyterlab-pygments==0.2.2; python_version >= "3.7" +jupyterlab-server==2.15.0; python_version >= "3.7" +jupyterlab==3.4.2; python_version >= "3.7" +kiwisolver==1.4.3; python_version >= "3.7" +lxml==4.9.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" +markupsafe==2.1.1; python_version >= "3.7" +matplotlib-inline==0.1.3; python_version >= "3.7" +matplotlib==3.5.2; python_version >= "3.7" +mistune==0.8.4; python_version >= "3.7" +mypy-extensions==0.4.3; python_full_version >= "3.6.2" +nbclassic==0.4.2; python_version >= "3.7" +nbclient==0.6.6; python_full_version >= "3.7.0" and python_version >= "3.7" +nbconvert==6.5.0; python_version >= "3.7" +nbformat==5.4.0; python_full_version >= "3.7.0" and python_version >= "3.7" +nest-asyncio==1.5.5; python_full_version >= "3.7.0" and python_version >= "3.7" +notebook-shim==0.1.0; python_version >= "3.7" +notebook==6.4.12; python_version >= "3.7" +numpy==1.23.1 +packaging==21.3; python_version >= "3.7" +pandas==1.4.2; python_version >= "3.8" +pandocfilters==1.5.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.7" +parso==0.8.3; python_version >= "3.7" +pathspec==0.9.0; python_full_version >= "3.6.2" +pexpect==4.8.0; sys_platform != "win32" and python_version >= "3.7" +pickleshare==0.7.5; python_version >= "3.7" +pillow==9.2.0; python_version >= "3.7" +platformdirs==2.5.2; python_version >= "3.7" and python_full_version >= "3.6.2" +prometheus-client==0.14.1; python_version >= "3.7" +prompt-toolkit==3.0.30; python_full_version >= "3.6.2" and python_version >= "3.7" +psutil==5.9.1; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.7" +ptyprocess==0.7.0; sys_platform != "win32" and python_version >= "3.7" and os_name != "nt" +py==1.11.0; python_version >= "3.7" and python_full_version < "3.0.0" and implementation_name == "pypy" or implementation_name == "pypy" and python_version >= "3.7" and python_full_version >= "3.5.0" +pycparser==2.21; python_version >= "3.7" and python_full_version < "3.0.0" and implementation_name == "pypy" or implementation_name == "pypy" and python_version >= "3.7" and python_full_version >= "3.4.0" +pygments==2.12.0; python_version >= "3.7" +pyparsing==3.0.9; python_full_version >= "3.6.8" and python_version >= "3.7" +pyrsistent==0.18.1; python_full_version >= "3.7.0" and python_version >= "3.7" +python-dateutil==2.8.2; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8" +pytz==2022.1; python_version >= "3.8" +pywin32==304; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.7" +pywinpty==2.0.6; os_name == "nt" and python_version >= "3.7" +pyyaml==6.0; python_version >= "3.6" +pyzmq==23.2.0; python_version >= "3.7" +requests==2.28.1; python_version >= "3.7" and python_version < "4" +scikit-learn==1.1.1; python_version >= "3.8" +scipy==1.6.1; python_version >= "3.8" +seaborn==0.11.2; python_version >= "3.6" +send2trash==1.8.0; python_version >= "3.7" +setuptools-scm==7.0.4; python_version >= "3.7" +six==1.16.0; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8" +sniffio==1.2.0; python_full_version >= "3.6.2" and python_version >= "3.7" +soupsieve==2.3.2.post1; python_full_version >= "3.6.0" and python_version >= "3.7" +terminado==0.15.0; python_version >= "3.7" +threadpoolctl==3.1.0; python_version >= "3.8" +tinycss2==1.1.1; python_version >= "3.7" +tokenize-rt==4.2.1; python_full_version >= "3.6.1" +tomli==2.0.1; python_full_version < "3.11.0a7" and python_full_version >= "3.6.2" and python_version >= "3.7" +tornado==6.2; python_version >= "3.7" +tqdm==4.64.0; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0") +traitlets==5.3.0; python_full_version >= "3.7.0" and python_version >= "3.7" +typing-extensions==4.3.0; python_version < "3.10" and python_full_version >= "3.6.2" and python_version >= "3.7" +urllib3==1.26.10; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.7" +wcwidth==0.2.5; python_full_version >= "3.6.2" and python_version >= "3.7" +webencodings==0.5.1; python_version >= "3.7" +websocket-client==1.3.3; python_version >= "3.7" +zipp==3.8.0; python_version < "3.10" and python_version >= "3.7" diff --git a/setup.cfg b/setup.cfg index 75540269..4b67e1f5 100644 --- a/setup.cfg +++ b/setup.cfg @@ -13,6 +13,20 @@ extend-ignore = E800, #Β commented out code W292, # new line at end of file per-file-ignores = + solutions/*:T001,F821 + solutions/01_03.py:D300 + solutions/01_04.py:D300,E999 + solutions/01_05.py:D300,D301 + solutions/01_08.py:D300,F821 + solutions/01_20.py:E712 + solutions/01_29.py:D300,F821 + solutions/02_01.py:F401 + solutions/02_21.py:E999 + solutions/04_05.py:E999 + solutions/05_01.py:E999 + solutions/05_12.py:E999 + solutions/05_26.py:W605,F821 + [flake8_nb] disable-noqa = True diff --git a/solutions/01_01.py b/solutions/01_01.py index 69156e1f..745f1866 100644 --- a/solutions/01_01.py +++ b/solutions/01_01.py @@ -1,2 +1,2 @@ -name = 'Anne' +name = "Anne" print(name) \ No newline at end of file diff --git a/solutions/01_08.py b/solutions/01_08.py index 17ada1a0..929aacac 100644 --- a/solutions/01_08.py +++ b/solutions/01_08.py @@ -1 +1 @@ -'I' not in s \ No newline at end of file +"I" not in s \ No newline at end of file diff --git a/solutions/01_21.py b/solutions/01_21.py index 7c2d744c..a9a3622e 100644 --- a/solutions/01_21.py +++ b/solutions/01_21.py @@ -1 +1 @@ -len('Sandrine') > 8 \ No newline at end of file +len("Sandrine") > 8 \ No newline at end of file diff --git a/solutions/01_22.py b/solutions/01_22.py index c5fb7ac6..c339d50f 100644 --- a/solutions/01_22.py +++ b/solutions/01_22.py @@ -1 +1 @@ -(len("Sandrine") > 5) and (len("Cheuk") < 7) +(len("Sandrine") > 5) and (len("Cheuk") < 7) \ No newline at end of file diff --git a/solutions/01_27.py b/solutions/01_27.py index 6d7ae9e4..eb29a58a 100644 --- a/solutions/01_27.py +++ b/solutions/01_27.py @@ -1,2 +1,2 @@ -list_greeting[2] = 'Ola' +list_greeting[2] = "Ola" print(list_greeting) \ No newline at end of file diff --git a/solutions/01_29.py b/solutions/01_29.py index 270f2465..a42b1082 100644 --- a/solutions/01_29.py +++ b/solutions/01_29.py @@ -1 +1 @@ -'Ole' not in list_greeting \ No newline at end of file +"Ole" not in list_greeting \ No newline at end of file diff --git a/solutions/01_30.py b/solutions/01_30.py index dcca99a8..0032cdb6 100644 --- a/solutions/01_30.py +++ b/solutions/01_30.py @@ -1 +1 @@ -print('Here we are!') \ No newline at end of file +print("Here we are!") \ No newline at end of file diff --git a/solutions/01_31.py b/solutions/01_31.py index 51e716d4..1f8c4e5e 100644 --- a/solutions/01_31.py +++ b/solutions/01_31.py @@ -1 +1 @@ -len(name) \ No newline at end of file +len(snakes) \ No newline at end of file diff --git a/solutions/01_36.py b/solutions/01_36.py index ca21fa52..a4c7c367 100644 --- a/solutions/01_36.py +++ b/solutions/01_36.py @@ -1 +1 @@ -list_greeting.append('Aloha') \ No newline at end of file +list_greeting.append("Aloha") \ No newline at end of file diff --git a/solutions/01_37.py b/solutions/01_37.py index 4ffe6526..03c927c5 100644 --- a/solutions/01_37.py +++ b/solutions/01_37.py @@ -1,2 +1,3 @@ from math import sqrt + sqrt(24336) \ No newline at end of file diff --git a/solutions/02_02.py b/solutions/02_02.py index b0e1d763..06a58238 100644 --- a/solutions/02_02.py +++ b/solutions/02_02.py @@ -1 +1 @@ -df = pd.read_csv('../data/Penguins/penguins.csv') \ No newline at end of file +df = pd.read_csv("../data/Penguins/penguins.csv") \ No newline at end of file diff --git a/solutions/02_08.py b/solutions/02_08.py index 3252919c..9b1475e9 100644 --- a/solutions/02_08.py +++ b/solutions/02_08.py @@ -1 +1 @@ -df['bill_length_mm'] \ No newline at end of file +df["bill_length_mm"] \ No newline at end of file diff --git a/solutions/02_12.py b/solutions/02_12.py index be493ddc..ccd10604 100644 --- a/solutions/02_12.py +++ b/solutions/02_12.py @@ -1 +1 @@ -df.loc[341:, 'bill_length_mm'] \ No newline at end of file +df.loc[341:, "bill_length_mm"] \ No newline at end of file diff --git a/solutions/02_14.py b/solutions/02_14.py index c033dfe0..b46a9a67 100644 --- a/solutions/02_14.py +++ b/solutions/02_14.py @@ -1 +1 @@ -df.loc[[145, 7, 0], ['flipper_length_mm', 'body_mass_g']] \ No newline at end of file +df.loc[[145, 7, 0], ["flipper_length_mm", "body_mass_g"]] \ No newline at end of file diff --git a/solutions/02_15.py b/solutions/02_15.py index 8b07b4c0..8540a2a3 100644 --- a/solutions/02_15.py +++ b/solutions/02_15.py @@ -1,2 +1,2 @@ -mask_PW_PL = (df['body_mass_g'] > 4000) & (df['flipper_length_mm'] < 185) +mask_PW_PL = (df["body_mass_g"] > 4000) & (df["flipper_length_mm"] < 185) df[mask_PW_PL] \ No newline at end of file diff --git a/solutions/02_16.py b/solutions/02_16.py index 2fe8ac85..bfbdc0d3 100644 --- a/solutions/02_16.py +++ b/solutions/02_16.py @@ -1 +1 @@ -df['species'].unique() \ No newline at end of file +df["species"].unique() \ No newline at end of file diff --git a/solutions/02_17.py b/solutions/02_17.py index 39acf693..0ab53915 100644 --- a/solutions/02_17.py +++ b/solutions/02_17.py @@ -1 +1 @@ -df['flipper_length_mm'].isnull().sum() \ No newline at end of file +df["flipper_length_mm"].isnull().sum() \ No newline at end of file diff --git a/solutions/02_18.py b/solutions/02_18.py index a1351036..84339d04 100644 --- a/solutions/02_18.py +++ b/solutions/02_18.py @@ -1 +1 @@ -df['sex'].value_counts(dropna=False) \ No newline at end of file +df["sex"].value_counts(dropna=False) \ No newline at end of file diff --git a/solutions/02_19.py b/solutions/02_19.py index 54399b68..8697011e 100644 --- a/solutions/02_19.py +++ b/solutions/02_19.py @@ -1 +1 @@ -df['species'].value_counts(normalize=True) \ No newline at end of file +df["species"].value_counts(normalize=True) \ No newline at end of file diff --git a/solutions/02_20.py b/solutions/02_20.py index 87c4090f..9a0f24b7 100644 --- a/solutions/02_20.py +++ b/solutions/02_20.py @@ -1 +1 @@ -df[df['flipper_length_mm'].isnull()].index \ No newline at end of file +df[df["flipper_length_mm"].isnull()].index \ No newline at end of file diff --git a/solutions/02_22.py b/solutions/02_22.py index d84f1084..89cb40cb 100644 --- a/solutions/02_22.py +++ b/solutions/02_22.py @@ -1 +1 @@ -df_2 = df.dropna(how='all') \ No newline at end of file +df_2 = df.dropna(how="all") \ No newline at end of file diff --git a/solutions/02_23.py b/solutions/02_23.py index 19825e7c..da2f4809 100644 --- a/solutions/02_23.py +++ b/solutions/02_23.py @@ -1,2 +1 @@ -print(f'number of rows of df_2: {df_2.shape[0]}') - +print(f"number of rows of df_2: {df_2.shape[0]}") \ No newline at end of file diff --git a/solutions/02_24.py b/solutions/02_24.py index 6a67a3e1..9d415599 100644 --- a/solutions/02_24.py +++ b/solutions/02_24.py @@ -1 +1 @@ -df_3 = df_2.dropna(how='any') \ No newline at end of file +df_3 = df_2.dropna(how="any") \ No newline at end of file diff --git a/solutions/02_25.py b/solutions/02_25.py index 54defe98..3deb842e 100644 --- a/solutions/02_25.py +++ b/solutions/02_25.py @@ -1 +1 @@ -print(f'number of rows of df_3: {df_3.shape[0]}') \ No newline at end of file +print(f"number of rows of df_3: {df_3.shape[0]}") \ No newline at end of file diff --git a/solutions/02_30.py b/solutions/02_30.py index 23e4b1f5..03e20a59 100644 --- a/solutions/02_30.py +++ b/solutions/02_30.py @@ -1 +1 @@ -df_4['flipper_length_mm'].max() \ No newline at end of file +df_4["flipper_length_mm"].max() \ No newline at end of file diff --git a/solutions/02_31.py b/solutions/02_31.py index e73823aa..9cec756f 100644 --- a/solutions/02_31.py +++ b/solutions/02_31.py @@ -1 +1 @@ -df_4.groupby('species').median() \ No newline at end of file +df_4.groupby("species").median() \ No newline at end of file diff --git a/solutions/02_32.py b/solutions/02_32.py index ea1291a4..853bcf71 100644 --- a/solutions/02_32.py +++ b/solutions/02_32.py @@ -1 +1 @@ -df_4.to_csv('../data/Penguins/my_penguins.csv') \ No newline at end of file +df_4.to_csv("../data/Penguins/my_penguins.csv") \ No newline at end of file diff --git a/solutions/04_01.py b/solutions/04_01.py index 886ca62a..ab320c46 100644 --- a/solutions/04_01.py +++ b/solutions/04_01.py @@ -1 +1 @@ -dict_greeting['Italy'] \ No newline at end of file +dict_greeting["Italy"] \ No newline at end of file diff --git a/solutions/04_02.py b/solutions/04_02.py index b4ed8ab6..14c5ddc3 100644 --- a/solutions/04_02.py +++ b/solutions/04_02.py @@ -1,2 +1,2 @@ -dict_greeting['UK'] = 'Good Morning' +dict_greeting["UK"] = "Good Morning" print(dict_greeting) \ No newline at end of file diff --git a/solutions/04_03.py b/solutions/04_03.py index 3876662f..fb2851fe 100644 --- a/solutions/04_03.py +++ b/solutions/04_03.py @@ -1,2 +1,2 @@ -dict_greeting['Hawaii'] = 'Aloha' +dict_greeting["Hawaii"] = "Aloha" print(dict_greeting) \ No newline at end of file diff --git a/solutions/04_06.py b/solutions/04_06.py index 4d198723..7e694eac 100644 --- a/solutions/04_06.py +++ b/solutions/04_06.py @@ -1,9 +1,10 @@ -# Remember to run your function +# Remember to run your function # Such as: -# +# # print(f(x)) # + def f(x): """Returns the argument multiplied by 3 and increased by 10.""" - return (x * 3) + 10 + return (x * 3) + 10 \ No newline at end of file diff --git a/solutions/05_01.py b/solutions/05_01.py index 75fe60c0..87e5a629 100644 --- a/solutions/05_01.py +++ b/solutions/05_01.py @@ -1,5 +1,6 @@ -import pandas as pd import datetime + import matplotlib.pyplot as plt +import pandas as pd %matplotlib inline \ No newline at end of file diff --git a/solutions/05_02.py b/solutions/05_02.py index 9a6ea4ec..b9dcabbb 100644 --- a/solutions/05_02.py +++ b/solutions/05_02.py @@ -1 +1 @@ -df_2014 = pd.read_csv('../data/food_training/training_2014.csv') \ No newline at end of file +df_2014 = pd.read_csv("../data/food_training/training_2014.csv") \ No newline at end of file diff --git a/solutions/05_04.py b/solutions/05_04.py index cf54394f..a6cf2221 100644 --- a/solutions/05_04.py +++ b/solutions/05_04.py @@ -1 +1 @@ -df_2014 = pd.read_csv('../data/food_training/training_2014.csv', header=1) \ No newline at end of file +df_2014 = pd.read_csv("../data/food_training/training_2014.csv", header=1) \ No newline at end of file diff --git a/solutions/05_06.py b/solutions/05_06.py index 8d2e07af..09a0c322 100644 --- a/solutions/05_06.py +++ b/solutions/05_06.py @@ -1,2 +1,2 @@ -df_2015 = pd.read_csv('../data/food_training/training_2015.csv', header=1) -df_2016 = pd.read_csv('../data/food_training/training_2016.csv', header=1) \ No newline at end of file +df_2015 = pd.read_csv("../data/food_training/training_2015.csv", header=1) +df_2016 = pd.read_csv("../data/food_training/training_2016.csv", header=1) \ No newline at end of file diff --git a/solutions/05_10.py b/solutions/05_10.py index 2f67ae43..cfad1873 100644 --- a/solutions/05_10.py +++ b/solutions/05_10.py @@ -1,3 +1,5 @@ df = df.reset_index() df.index -# We could also have done the following when concatenating: df = pd.concat(frames, ignore_index=True) \ No newline at end of file + +# We could also have done the following when concatenating: +# df = pd.concat(frames, ignore_index=True) \ No newline at end of file diff --git a/solutions/05_13.py b/solutions/05_13.py index 1f15ceb3..fde2e4f0 100644 --- a/solutions/05_13.py +++ b/solutions/05_13.py @@ -1,2 +1,2 @@ -cols_to_remove = ['Unnamed: 5', 'Unnamed: 6'] +cols_to_remove = ["Unnamed: 5", "Unnamed: 6"] df = df.drop(cols_to_remove, axis=1) \ No newline at end of file diff --git a/solutions/05_14.py b/solutions/05_14.py index 5ea2789b..59ca733f 100644 --- a/solutions/05_14.py +++ b/solutions/05_14.py @@ -1 +1 @@ -df['Location'].unique() \ No newline at end of file +df["Location"].unique() \ No newline at end of file diff --git a/solutions/05_15.py b/solutions/05_15.py index 85f5e04f..d1e771b7 100644 --- a/solutions/05_15.py +++ b/solutions/05_15.py @@ -1 +1 @@ -df['Location'].str.split(pat=';') \ No newline at end of file +df["Location"].str.split(pat=";") \ No newline at end of file diff --git a/solutions/05_16.py b/solutions/05_16.py index a490bc45..b4c40f0d 100644 --- a/solutions/05_16.py +++ b/solutions/05_16.py @@ -1 +1 @@ -df['Location'].str.split(pat=';', expand=True) \ No newline at end of file +df["Location"].str.split(pat=";", expand=True) \ No newline at end of file diff --git a/solutions/05_17.py b/solutions/05_17.py index 5661edb3..ce9645a9 100644 --- a/solutions/05_17.py +++ b/solutions/05_17.py @@ -1 +1 @@ -df[['city', 'country']] = df['Location'].str.split(pat=';', expand=True) \ No newline at end of file +df[["city", "country"]] = df["Location"].str.split(pat=";", expand=True) \ No newline at end of file diff --git a/solutions/05_18.py b/solutions/05_18.py index 80859617..7381102e 100644 --- a/solutions/05_18.py +++ b/solutions/05_18.py @@ -1 +1 @@ -df = df.drop('Location', axis=1) \ No newline at end of file +df = df.drop("Location", axis=1) \ No newline at end of file diff --git a/solutions/05_19.py b/solutions/05_19.py index 38c9594d..0c3641f1 100644 --- a/solutions/05_19.py +++ b/solutions/05_19.py @@ -1 +1 @@ -df['country'].nunique() \ No newline at end of file +df["country"].nunique() \ No newline at end of file diff --git a/solutions/05_20.py b/solutions/05_20.py index c4e329b1..2dd04670 100644 --- a/solutions/05_20.py +++ b/solutions/05_20.py @@ -1 +1 @@ -df['country'].value_counts() \ No newline at end of file +df["country"].value_counts() \ No newline at end of file diff --git a/solutions/05_21.py b/solutions/05_21.py index 534de542..4411e2de 100644 --- a/solutions/05_21.py +++ b/solutions/05_21.py @@ -1,2 +1,2 @@ -df['country'] = df['country'].str.strip() -df['city'] = df['city'].str.strip() \ No newline at end of file +df["country"] = df["country"].str.strip() +df["city"] = df["city"].str.strip() \ No newline at end of file diff --git a/solutions/05_22.py b/solutions/05_22.py index 38c9594d..0c3641f1 100644 --- a/solutions/05_22.py +++ b/solutions/05_22.py @@ -1 +1 @@ -df['country'].nunique() \ No newline at end of file +df["country"].nunique() \ No newline at end of file diff --git a/solutions/05_23.py b/solutions/05_23.py index 48cb3316..571e1d70 100644 --- a/solutions/05_23.py +++ b/solutions/05_23.py @@ -1 +1 @@ -df[df['country'] == 'Portugal'] \ No newline at end of file +df[df["country"] == "Portugal"] \ No newline at end of file diff --git a/solutions/05_24.py b/solutions/05_24.py index c4282bf0..1260c3fb 100644 --- a/solutions/05_24.py +++ b/solutions/05_24.py @@ -1 +1 @@ -df['city'] = df['city'].str.lower() \ No newline at end of file +df["city"] = df["city"].str.lower() \ No newline at end of file diff --git a/solutions/05_25.py b/solutions/05_25.py index 39e7fecf..0db95425 100644 --- a/solutions/05_25.py +++ b/solutions/05_25.py @@ -1 +1 @@ -df['city'][df['city'].str.contains('/')] \ No newline at end of file +df["city"][df["city"].str.contains("/")] \ No newline at end of file diff --git a/solutions/05_26.py b/solutions/05_26.py index b4c083f4..218e64be 100644 --- a/solutions/05_26.py +++ b/solutions/05_26.py @@ -1 +1 @@ -df['city'] = df['city'].str.replace('/\w*','') \ No newline at end of file +df["city"] = df["city"].str.replace(r"/\w*", "", regex=True) \ No newline at end of file diff --git a/solutions/05_31.py b/solutions/05_31.py index bdbdec5c..c4c9fece 100644 --- a/solutions/05_31.py +++ b/solutions/05_31.py @@ -6,5 +6,5 @@ "lyon": "France", "murcia": "Spain", "parma": "Italy", - } + }, ) \ No newline at end of file