Repository: Urban-Analytics-Technology-Platform/poppusher (language: python)

Issue:
Meta Issue: Packaging, dependancy management and versioning
Some of the things we need in the repo setup (potentially split these up into separate issues):

- [ ] pre-commit hooks 
- [ ] robust version number management
- [ ] some degree of enforcing type checking on Python code
- [ ] CI tests
- [ ] etc

A couple of templates that we might draw on:
- REG are establishing this one, which may or may not do everything we need: https://github.com/alan-turing-institute/python-project-template
- Maturin has suggestions for [mixed Rust/Python projects](https://www.maturin.rs/project_layout#mixed-rustpython-project). I've tried using this.


Discussion / hints:

Fix patch:
diff --git a/.copier-answers.yml b/.copier-answers.yml
new file mode 100644
index 0000000..41772d4
--- /dev/null
+++ b/.copier-answers.yml
@@ -0,0 +1,12 @@
+# Changes here will be overwritten by Copier; NEVER EDIT MANUALLY
+_commit: 2023.11.17
+_src_path: gh:scientific-python/cookie
+backend: maturin
+email: andrewphilipsmith@users.noreply.github.com
+full_name: Andy Smith
+license: Apache
+org: Urban-Analytics-Technology-Platform
+project_name: popgetter
+project_short_description:
+  A convenience tool for downloading census data from different countries
+url: https://github.com/Urban-Analytics-Technology-Platform/popgetter
diff --git a/.git_archival.txt b/.git_archival.txt
new file mode 100644
index 0000000..8fb235d
--- /dev/null
+++ b/.git_archival.txt
@@ -0,0 +1,4 @@
+node: $Format:%H$
+node-date: $Format:%cI$
+describe-name: $Format:%(describe:tags=true,match=*[0-9]*)$
+ref-names: $Format:%D$
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..00a7b00
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,1 @@
+.git_archival.txt  export-subst
diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
new file mode 100644
index 0000000..16cec2f
--- /dev/null
+++ b/.github/CONTRIBUTING.md
@@ -0,0 +1,101 @@
+See the [Scientific Python Developer Guide][spc-dev-intro] for a detailed
+description of best practices for developing scientific packages.
+
+[spc-dev-intro]: https://learn.scientific-python.org/development/
+
+# Quick development
+
+The fastest way to start with development is to use nox. If you don't have nox,
+you can use `pipx run nox` to run it without installing, or `pipx install nox`.
+If you don't have pipx (pip for applications), then you can install with
+`pip install pipx` (the only case were installing an application with regular
+pip is reasonable). If you use macOS, then pipx and nox are both in brew, use
+`brew install pipx nox`.
+
+To use, run `nox`. This will lint and test using every installed version of
+Python on your system, skipping ones that are not installed. You can also run
+specific jobs:
+
+```console
+$ nox -s lint  # Lint only
+$ nox -s tests  # Python tests
+$ nox -s docs -- serve  # Build and serve the docs
+$ nox -s build  # Make an SDist and wheel
+```
+
+Nox handles everything for you, including setting up an temporary virtual
+environment for each run.
+
+# Setting up a development environment manually
+
+You can set up a development environment by running:
+
+```bash
+python3 -m venv .venv
+source ./.venv/bin/activate
+pip install -v -e .[dev]
+```
+
+If you have the
+[Python Launcher for Unix](https://github.com/brettcannon/python-launcher), you
+can instead do:
+
+```bash
+py -m venv .venv
+py -m install -v -e .[dev]
+```
+
+# Post setup
+
+You should prepare pre-commit, which will help you by checking that commits pass
+required checks:
+
+```bash
+pip install pre-commit # or brew install pre-commit on macOS
+pre-commit install # Will install a pre-commit hook into the git repo
+```
+
+You can also/alternatively run `pre-commit run` (changes only) or
+`pre-commit run --all-files` to check even without installing the hook.
+
+# Testing
+
+Use pytest to run the unit checks:
+
+```bash
+pytest
+```
+
+# Coverage
+
+Use pytest-cov to generate coverage reports:
+
+```bash
+pytest --cov=popgetter
+```
+
+# Building docs
+
+You can build the docs using:
+
+```bash
+nox -s docs
+```
+
+You can see a preview with:
+
+```bash
+nox -s docs -- serve
+```
+
+# Pre-commit
+
+This project uses pre-commit for all style checking. While you can run it with
+nox, this is such an important tool that it deserves to be installed on its own.
+Install pre-commit and run:
+
+```bash
+pre-commit run -a
+```
+
+to check all files.
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..6fddca0
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,7 @@
+version: 2
+updates:
+  # Maintain dependencies for GitHub Actions
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
diff --git a/.github/matchers/pylint.json b/.github/matchers/pylint.json
new file mode 100644
index 0000000..e3a6bd1
--- /dev/null
+++ b/.github/matchers/pylint.json
@@ -0,0 +1,32 @@
+{
+  "problemMatcher": [
+    {
+      "severity": "warning",
+      "pattern": [
+        {
+          "regexp": "^([^:]+):(\\d+):(\\d+): ([A-DF-Z]\\d+): \\033\\[[\\d;]+m([^\\033]+).*$",
+          "file": 1,
+          "line": 2,
+          "column": 3,
+          "code": 4,
+          "message": 5
+        }
+      ],
+      "owner": "pylint-warning"
+    },
+    {
+      "severity": "error",
+      "pattern": [
+        {
+          "regexp": "^([^:]+):(\\d+):(\\d+): (E\\d+): \\033\\[[\\d;]+m([^\\033]+).*$",
+          "file": 1,
+          "line": 2,
+          "column": 3,
+          "code": 4,
+          "message": 5
+        }
+      ],
+      "owner": "pylint-error"
+    }
+  ]
+}
diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
new file mode 100644
index 0000000..578797c
--- /dev/null
+++ b/.github/workflows/cd.yml
@@ -0,0 +1,70 @@
+name: wheels
+
+on:
+  workflow_dispatch:
+  release:
+    types:
+      - published
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  FORCE_COLOR: 3
+
+jobs:
+  make_sdist:
+    name: Make SDist
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Build SDist
+        run: pipx run build --sdist
+
+      - uses: actions/upload-artifact@v3
+        with:
+          path: dist/*.tar.gz
+
+  build_wheels:
+    name: Wheel on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, windows-latest, macos-latest]
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - uses: pypa/cibuildwheel@v2.16
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          path: wheelhouse/*.whl
+
+  upload_all:
+    needs: [build_wheels, make_sdist]
+    environment: pypi
+    permissions:
+      id-token: write
+    runs-on: ubuntu-latest
+    if: github.event_name == 'release' && github.event.action == 'published'
+
+    steps:
+      - uses: actions/download-artifact@v3
+        with:
+          name: artifact
+          path: dist
+
+      - uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          # Remember to tell (test-)pypi about this repo before publishing
+          # Remove this line to publish to PyPI
+          repository-url: https://test.pypi.org/legacy/
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..bd7c0eb
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,70 @@
+name: CI
+
+on:
+  workflow_dispatch:
+  pull_request:
+  push:
+    branches:
+      - main
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  FORCE_COLOR: 3
+
+jobs:
+  pre-commit:
+    name: Format
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - uses: actions/setup-python@v4
+        with:
+          python-version: "3.11"
+      - uses: pre-commit/action@v3.0.0
+        with:
+          extra_args: --hook-stage manual --all-files
+      - name: Run PyLint
+        run: |
+          echo "::add-matcher::$GITHUB_WORKSPACE/.github/matchers/pylint.json"
+          # pipx run nox -s pylint
+
+  checks:
+    name: Check Python ${{ matrix.python-version }} on ${{ matrix.runs-on }}
+    runs-on: ${{ matrix.runs-on }}
+    needs: [pre-commit]
+    strategy:
+      fail-fast: false
+      matrix:
+        # For now just run on python 3.11, for common OS's
+        python-version: ["3.11"]
+        runs-on: [ubuntu-latest, macos-latest, windows-latest]
+
+        # include:
+        #   - python-version: pypy-3.10
+        #     runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+          allow-prereleases: true
+
+      - name: Install package
+        run: python -m pip install .[test]
+
+      - name: Test package
+        run: >-
+          python -m pytest -ra --cov --cov-report=xml --cov-report=term
+          --durations=20
+
+      - name: Upload coverage report
+        uses: codecov/codecov-action@v3.1.4
diff --git a/.gitignore b/.gitignore
index aae2c19..909a7bf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,21 +1,12 @@
-data/
-*.swp
-target/
-*.pyc
+# Byte-compiled / optimized / DLL files
 __pycache__/
-.DS_Store
-.python-version
-.ztr-directory
-previous_code/us/demo_app/node_modules
-previous_code/us/node_modules
-persist/
-popgetter/cache/
-popgetter.egg-info/
-popgetter.egg-info/*
-popgetter/assets/uk_venv/
-node_modules/
+*.py[cod]
+*$py.class
 
+# C extensions
+*.so
 
+# Distribution / packaging
 .Python
 build/
 develop-eggs/
@@ -34,3 +25,143 @@ share/python-wheels/
 .installed.cfg
 *.egg
 MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# setuptools_scm
+src/*/_version.py
+
+
+# ruff
+.ruff_cache/
+
+# OS specific stuff
+.DS_Store
+.DS_Store?
+._*
+.Spotlight-V100
+.Trashes
+ehthumbs.db
+Thumbs.db
+
+# Common editor files
+*~
+*.swp
+.ztr-directory
+
+# Project specific paths
+data/
+persist/
+
+# Used by legacy `england.py` implenmentation. See https://github.com/Urban-Analytics-Technology-Platform/popgetter/issues/40
+node_modules/
+python/popgetter/assets/uk_venv/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..471066c
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,99 @@
+ci:
+  autoupdate_commit_msg: "chore: update pre-commit hooks"
+  autofix_commit_msg: "style: pre-commit fixes"
+
+# Exclude files:
+# - `previous_code` permanently exclude the old code
+# - `popgetter` temporarily exclude the bulk of the code until we are satisfied that all of the repo checks are working correctly
+exclude: "(previous_code|popgetter)"
+
+repos:
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: "23.11.0"
+    hooks:
+      - id: black-jupyter
+
+  - repo: https://github.com/adamchainz/blacken-docs
+    rev: "1.16.0"
+    hooks:
+      - id: blacken-docs
+        additional_dependencies: [black==23.*]
+
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: "v4.5.0"
+    hooks:
+      - id: check-added-large-files
+      - id: check-case-conflict
+      - id: check-merge-conflict
+      - id: check-symlinks
+      - id: check-yaml
+      - id: debug-statements
+      - id: end-of-file-fixer
+      - id: mixed-line-ending
+      - id: name-tests-test
+        args: ["--pytest-test-first"]
+      - id: requirements-txt-fixer
+      - id: trailing-whitespace
+
+  - repo: https://github.com/pre-commit/pygrep-hooks
+    rev: "v1.10.0"
+    hooks:
+      - id: rst-backticks
+      - id: rst-directive-colons
+      - id: rst-inline-touching-normal
+
+  - repo: https://github.com/pre-commit/mirrors-prettier
+    rev: "v3.1.0"
+    hooks:
+      - id: prettier
+        types_or: [yaml, markdown, html, css, scss, javascript, json]
+        args: [--prose-wrap=always]
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: "v0.1.5"
+    hooks:
+      - id: ruff
+        args: ["--fix", "--show-fixes"]
+
+  # - repo: https://github.com/pre-commit/mirrors-mypy
+  #   rev: "v1.7.0"
+  #   hooks:
+  #     - id: mypy
+  #       files: src|tests|python
+  #       args: []
+  #       additional_dependencies:
+  #         - pytest
+
+  - repo: https://github.com/codespell-project/codespell
+    rev: "v2.2.6"
+    hooks:
+      - id: codespell
+        additional_dependencies:
+          - tomli
+
+  - repo: https://github.com/shellcheck-py/shellcheck-py
+    rev: "v0.9.0.6"
+    hooks:
+      - id: shellcheck
+
+  - repo: local
+    hooks:
+      - id: disallow-caps
+        name: Disallow improper capitalization
+        language: pygrep
+        entry: PyBind|Numpy|Cmake|CCache|Github|PyTest
+        exclude: .pre-commit-config.yaml
+
+  - repo: https://github.com/abravalheri/validate-pyproject
+    rev: v0.15
+    hooks:
+      - id: validate-pyproject
+        additional_dependencies:
+          [cibuildwheel, tomli, packaging, trove-classifiers]
+
+  - repo: https://github.com/python-jsonschema/check-jsonschema
+    rev: 0.27.0
+    hooks:
+      - id: check-dependabot
+      - id: check-github-workflows
+      - id: check-readthedocs
diff --git a/.readthedocs.yml b/.readthedocs.yml
new file mode 100644
index 0000000..7e49657
--- /dev/null
+++ b/.readthedocs.yml
@@ -0,0 +1,18 @@
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.11"
+sphinx:
+  configuration: docs/conf.py
+
+python:
+  install:
+    - method: pip
+      path: .
+      extra_requirements:
+        - docs
diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 0000000..e8e180e
--- /dev/null
+++ b/Cargo.lock
@@ -0,0 +1,327 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "autocfg"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
+[[package]]
+name = "cfg-if"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+
+[[package]]
+name = "getrandom"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fe9006bed769170c11f845cf00c7c1e9092aeb3f268e007c3e760ac68008070f"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "wasi",
+]
+
+[[package]]
+name = "indoc"
+version = "1.0.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa799dd5ed20a7e349f3b4639aa80d74549c81716d9ec4f994c9b5815598306"
+
+[[package]]
+name = "libc"
+version = "0.2.150"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89d92a4743f9a61002fae18374ed11e7973f530cb3a3255fb354818118b2203c"
+
+[[package]]
+name = "lock_api"
+version = "0.4.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c168f8615b12bc01f9c17e2eb0cc07dcae1940121185446edc3744920e8ef45"
+dependencies = [
+ "autocfg",
+ "scopeguard",
+]
+
+[[package]]
+name = "memoffset"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a634b1c61a95585bd15607c6ab0c4e5b226e695ff2800ba0cdccddf208c406c"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "once_cell"
+version = "1.18.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d"
+
+[[package]]
+name = "parking_lot"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3742b2c103b9f06bc9fff0a37ff4912935851bee6d36f3c02bcc755bcfec228f"
+dependencies = [
+ "lock_api",
+ "parking_lot_core",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.9.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4c42a9226546d68acdd9c0a280d17ce19bfe27a46bf68784e4066115788d008e"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "redox_syscall",
+ "smallvec",
+ "windows-targets",
+]
+
+[[package]]
+name = "popgetter"
+version = "0.1.0"
+dependencies = [
+ "pyo3",
+ "rand",
+]
+
+[[package]]
+name = "ppv-lite86"
+version = "0.2.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
+
+[[package]]
+name = "proc-macro2"
+version = "1.0.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "134c189feb4956b20f6f547d2cf727d4c0fe06722b20a0eec87ed445a97f92da"
+dependencies = [
+ "unicode-ident",
+]
+
+[[package]]
+name = "pyo3"
+version = "0.19.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e681a6cfdc4adcc93b4d3cf993749a4552018ee0a9b65fc0ccfad74352c72a38"
+dependencies = [
+ "cfg-if",
+ "indoc",
+ "libc",
+ "memoffset",
+ "parking_lot",
+ "pyo3-build-config",
+ "pyo3-ffi",
+ "pyo3-macros",
+ "unindent",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.19.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "076c73d0bc438f7a4ef6fdd0c3bb4732149136abd952b110ac93e4edb13a6ba5"
+dependencies = [
+ "once_cell",
+ "target-lexicon",
+]
+
+[[package]]
+name = "pyo3-ffi"
+version = "0.19.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
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+dependencies = [
+ "libc",
+ "pyo3-build-config",
+]
+
+[[package]]
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+version = "0.19.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
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+dependencies = [
+ "proc-macro2",
+ "pyo3-macros-backend",
+ "quote",
+ "syn",
+]
+
+[[package]]
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+version = "0.19.2"
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+ "syn",
+]
+
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+]
+
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+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+dependencies = [
+ "libc",
+ "rand_chacha",
+ "rand_core",
+]
+
+[[package]]
+name = "rand_chacha"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
+dependencies = [
+ "ppv-lite86",
+ "rand_core",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
+dependencies = [
+ "getrandom",
+]
+
+[[package]]
+name = "redox_syscall"
+version = "0.4.1"
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+checksum = "4722d768eff46b75989dd134e5c353f0d6296e5aaa3132e776cbdb56be7731aa"
+dependencies = [
+ "bitflags",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
+[[package]]
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+checksum = "4dccd0940a2dcdf68d092b8cbab7dc0ad8fa938bf95787e1b916b0e3d0e8e970"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
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+version = "0.12.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14c39fd04924ca3a864207c66fc2cd7d22d7c016007f9ce846cbb9326331930a"
+
+[[package]]
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+version = "1.0.12"
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+checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1766d682d402817b5ac4490b3c3002d91dfa0d22812f341609f97b08757359c"
+
+[[package]]
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+version = "0.11.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+
+[[package]]
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+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
+dependencies = [
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
+]
+
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
+
+[[package]]
+name = "windows_i686_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
+
+[[package]]
+name = "windows_i686_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
+
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
+
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..5a3099f
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,18 @@
+[package]
+name = "popgetter"
+version = "0.1.0"
+edition = "2018"
+
+[lib]
+name = "_core"
+# "cdylib" is necessary to produce a shared library for Python to import from.
+crate-type = ["cdylib"]
+
+[dependencies]
+rand = "0.8.3"
+
+[dependencies.pyo3]
+version = "0.19.1"
+# "extension-module" tells pyo3 we want to build an extension module (skips linking against libpython.so)
+# "abi3-py38" tells pyo3 (and maturin) to build using the stable ABI with minimum Python version 3.8
+features = ["extension-module", "abi3-py38"]
diff --git a/LICENSE b/LICENSE
index 261eeb9..0ffe2ac 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,3 +1,4 @@
+
                                  Apache License
                            Version 2.0, January 2004
                         http://www.apache.org/licenses/
@@ -186,7 +187,7 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright [yyyy] [name of copyright owner]
+   Copyright 2023 The Alan Turing Institute
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
diff --git a/README.md b/README.md
index 69848f4..d5884d9 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,38 @@
 # popgetter
 
-Popgetter is a convenience tool for downloading census data from a number of different jurisdictions and coercing the data into common formats. The aim is that city or region scale analysis can be easily [replicated](https://the-turing-way.netlify.app/reproducible-research/overview/overview-definitions.html#table-of-definitions-for-reproducibility) for different geographies, using the most detailed, locally available data. 
+[![Actions Status][actions-badge]][actions-link]
+[![Documentation Status][rtd-badge]][rtd-link]
+
+[![PyPI version][pypi-version]][pypi-link]
+[![Conda-Forge][conda-badge]][conda-link]
+[![PyPI platforms][pypi-platforms]][pypi-link]
+
+[![GitHub Issues][github-issues-badge]][github-issues-link]
+
+<!-- SPHINX-START -->
+
+<!-- prettier-ignore-start -->
+[actions-badge]:            https://github.com/Urban-Analytics-Technology-Platform/popgetter/workflows/CI/badge.svg
+[actions-link]:             https://github.com/Urban-Analytics-Technology-Platform/popgetter/actions
+[conda-badge]:              https://img.shields.io/conda/vn/conda-forge/popgetter
+[conda-link]:               https://github.com/conda-forge/popgetter-feedstock
+[github-discussions-badge]: https://img.shields.io/static/v1?label=Discussions&message=Ask&color=blue&logo=github
+[github-discussions-link]:  https://github.com/Urban-Analytics-Technology-Platform/popgetter/discussions
+[github-issues-badge]: https://img.shields.io/static/v1?label=GitHub&message=Issues&color=blue&logo=github
+[github-issues-link]:  https://github.com/Urban-Analytics-Technology-Platform/popgetter/issues
+[pypi-link]:                https://pypi.org/project/popgetter/
+[pypi-platforms]:           https://img.shields.io/pypi/pyversions/popgetter
+[pypi-version]:             https://img.shields.io/pypi/v/popgetter
+[rtd-badge]:                https://readthedocs.org/projects/popgetter/badge/?version=latest
+[rtd-link]:                 https://popgetter.readthedocs.io/en/latest/?badge=latest
+
+<!-- prettier-ignore-end -->
+
+Popgetter is a convenience tool for downloading census data from a number of
+different jurisdictions and coercing the data into common formats. The aim is
+that city or region scale analysis can be easily
+[replicated](https://the-turing-way.netlify.app/reproducible-research/overview/overview-definitions.html#table-of-definitions-for-reproducibility)
+for different geographies, using the most detailed, locally available data.
 
 ## What popgetter does and doesn't do
 
@@ -9,21 +41,28 @@ Popgetter is a convenience tool for downloading census data from a number of dif
 For each of the implemented countries:
 
 - Download the most detailed geometries, for which census data is available.
-- Download the most detailed census available for selected variables (currently focused on population and car ownership).
+- Download the most detailed census available for selected variables (currently
+  focused on population and car ownership).
 - Ensures that the geometries and census data join correctly.
 
-  **Popgetter WILL**
+**Popgetter WILL**
 
-  - present some standard metadata to allow the user to see which variables are available and any possible trade-off between geographic and demographic disaggregation.
-  - publish the data in a set of common file types (eg CloudGeoBuff, Parquet, PMtiles).
+- present some standard metadata to allow the user to see which variables are
+  available and any possible trade-off between geographic and demographic
+  disaggregation.
+- publish the data in a set of common file types (eg CloudGeoBuff, Parquet,
+  PMtiles).
 
 **Popgetter DOES NOT:**
 
-- It does not attempt to ensure that census variables are comparable between different jurisdictions. Nor does it attempt to ensure that the results of any analysis can be directly compared across multiple countries. 
+- It does not attempt to ensure that census variables are comparable between
+  different jurisdictions. Nor does it attempt to ensure that the results of any
+  analysis can be directly compared across multiple countries.
 
 ## Getting started
 
-At present, this is still a development project, so the first step is to clone the repo and then install using pip, with the `--editable` option:
+At present, this is still a development project, so the first step is to clone
+the repo and then install using pip, with the `--editable` option:
 
 ```bash
 git clone git@github.com:Urban-Analytics-Technology-Platform/popgetter.git
@@ -39,11 +78,13 @@ dagster dev
 
 Open http://localhost:3000 with your browser to see the project.
 
-You can start writing assets in `popgetter/assets/` directory. New assets and jobs will need to be added to the `popgetter/__init__.py` file.
+You can start writing assets in `popgetter/assets/` directory. New assets and
+jobs will need to be added to the `popgetter/__init__.py` file.
 
 ## Development
 
-You can start writing assets in `popgetter/assets/` directory. New assets and jobs will need to be added to the `popgetter/__init__.py` file.
+You can start writing assets in `popgetter/assets/` directory. New assets and
+jobs will need to be added to the `popgetter/__init__.py` file.
 
 ### Adding new Python dependencies
 
@@ -51,7 +92,8 @@ You can specify new Python dependencies in `setup.py`.
 
 ### Unit testing
 
-Tests are in the `popgetter_tests` directory and you can run tests using `pytest`:
+Tests are in the `popgetter_tests` directory and you can run tests using
+`pytest`:
 
 ```bash
 pytest popgetter_tests
@@ -59,6 +101,14 @@ pytest popgetter_tests
 
 ### Repo structure
 
-This is a [Dagster](https://dagster.io/) project, and the repo layout was created with the [`dagster project scaffold`](https://docs.dagster.io/getting-started/create-new-project) command.
-
-There is code, which predates the migration to Dagster in the `previous_code` directory. In due course, this will be removed as the remaining countries are migrated to Dagster. There are usage instructions for this old code in `previous_code/previous_code_usage.md`.
+This is a [Dagster](https://dagster.io/) project. The repo layout was initially
+created with the
+[`dagster project scaffold`](https://docs.dagster.io/getting-started/create-new-project)
+command. It has been subsequently updated using the
+[copier](https://copier.readthedocs.io/en/stable/) command and the
+[Scientific Python template](https://github.com/scientific-python/cookie).
+
+There is code, which predates the migration to Dagster in the `previous_code`
+directory. In due course, this will be removed as the remaining countries are
+migrated to Dagster. There are usage instructions for this old code in
+`previous_code/previous_code_usage.md`.
diff --git a/caching_etc.md b/caching_etc.md
index 1f216bf..1a562fd 100644
--- a/caching_etc.md
+++ b/caching_etc.md
@@ -1,6 +1,7 @@
 # Managing file downloads
 
-This file is an attempt to capture some of the logic around when to download a file, with sensible caching, idempotency, file verification, etc.
+This file is an attempt to capture some of the logic around when to download a
+file, with sensible caching, idempotency, file verification, etc.
 
 ```mermaid
 flowchart TD
@@ -12,7 +13,7 @@ flowchart TD
     cache_full --> |Yes| is_cache_uptodate
     cache_full --> |No| do_download
 
-    subgraph is_cache_uptodate[Is cache uptodate?]
+    subgraph is_cache_uptodate[Is cache up-to-date?]
         metadata(Is upstream metadata available?)
         metadata --> |Yes| get_upstream_metadata[Get upstream metadata]
         metadata --> |No| get_expected_metadata[Get expected metadata]
@@ -35,24 +36,35 @@ flowchart TD
 
 # Caching
 
-* When a remote file is requested, first an attempt is made to retrieve it from a local cache.
-* If the file is not available then it should be downloaded and a copied stored in the cache.
-* If the user specifies a "force" option, then the file should be downloaded and the relevant part of the cache should be overwritten, irrespective of the cache's prior contents. 
-
+- When a remote file is requested, first an attempt is made to retrieve it from
+  a local cache.
+- If the file is not available then it should be downloaded and a copied stored
+  in the cache.
+- If the user specifies a "force" option, then the file should be downloaded and
+  the relevant part of the cache should be overwritten, irrespective of the
+  cache's prior contents.
 
 # File integrity verification
-When returning file contents, it may be appropriate to check the integrity of the file, to guard against truncation or corruption during download and storage in cache. Some examples include:
+
+When returning file contents, it may be appropriate to check the integrity of
+the file, to guard against truncation or corruption during download and storage
+in cache. Some examples include:
 
 - checksum (sha256 or similar)
 - filesize
 - number of records?
 
-For the purpose of ensuring file integrity, these metadata could itself be cached, provided there is a suitable mechanism for keeping this metadata cache uptodate. Alternatively the metadata could be retrieved on demand.
-
+For the purpose of ensuring file integrity, these metadata could itself be
+cached, provided there is a suitable mechanism for keeping this metadata cache
+up-to-date. Alternatively the metadata could be retrieved on demand.
 
 ## Detecting whether an upstream file has changed (without re-downloading)
 
-It may be possible to programmatically detect whether the cache contents is stale. The contents of the cache can be compared with some metadata about the file. The metadata might be available from the upstream source - assuming that the cost of re-downloading the whole file is high, but downloading the relevant metadata is low. Eg:
+It may be possible to programmatically detect whether the cache contents is
+stale. The contents of the cache can be compared with some metadata about the
+file. The metadata might be available from the upstream source - assuming that
+the cost of re-downloading the whole file is high, but downloading the relevant
+metadata is low. Eg:
 
 - checksum (sha256 or similar)
 - last update timestamp
@@ -60,11 +72,14 @@ It may be possible to programmatically detect whether the cache contents is stal
 
 Examples:
 
-- Geofabrik (md5 hash value is stored in a separate file to the main download) https://download.geofabrik.de/europe/great-britain/
-- Wikidata (timestamp and filesize) https://dumps.wikimedia.org/wikidatawiki/entities/ 
-(See Wikidata example in https://github.com/andrewphilipsmith/station-to-station/blob/feature/auto-download-resources/get_resources.ipynb)
+- Geofabrik (md5 hash value is stored in a separate file to the main download)
+  https://download.geofabrik.de/europe/great-britain/
+- Wikidata (timestamp and filesize)
+  https://dumps.wikimedia.org/wikidatawiki/entities/ (See Wikidata example in
+  https://github.com/andrewphilipsmith/station-to-station/blob/feature/auto-download-resources/get_resources.ipynb)
 
-The only feasible local metadata data, could be timestamp based, for cases where the data is expected to change on a regular basis (eg )
+The only feasible local metadata data, could be timestamp based, for cases where
+the data is expected to change on a regular basis (eg )
 
 ```pseudocode
 age = now() - time_stamp_of_cache_content()
@@ -72,9 +87,10 @@ if age > expected_refresh_interval:
     re_download_cache_contents()
 ```
 
-Using a checksum or filesize from a local metadata cache does not help assert that the cache contents is fresh, as the metadata cache itself may be stale.
+Using a checksum or filesize from a local metadata cache does not help assert
+that the cache contents is fresh, as the metadata cache itself may be stale.
 
 # Preprocessing data
 
-Some dataset have time-dependant data embedded. This will need to be filtered prior to comparing checksums.
-
+Some dataset have time-dependant data embedded. This will need to be filtered
+prior to comparing checksums.
diff --git a/cli_usage.md b/cli_usage.md
index 671ed86..3932db4 100644
--- a/cli_usage.md
+++ b/cli_usage.md
@@ -1,10 +1,12 @@
-# popgetter CLI 
+# popgetter CLI
 
-For countries which have been ported to Dagster, the downloads can be invoked via the [Dagster CLI](https://docs.dagster.io/_apidocs/cli).
+For countries which have been ported to Dagster, the downloads can be invoked
+via the [Dagster CLI](https://docs.dagster.io/_apidocs/cli).
 
 ### Run a single job
 
-Typically there is a single job per country. For Belgium, the job is called `job_be`:
+Typically there is a single job per country. For Belgium, the job is called
+`job_be`:
 
 ```bash
 DAGSTER_HOME=$PWD/persist dagster job execute -m popgetter --job job_be
@@ -12,16 +14,21 @@ DAGSTER_HOME=$PWD/persist dagster job execute -m popgetter --job job_be
 
 ### Run a single asset
 
-Within a country, there are likely to be multiple assets. To materialize a single asset (and any required dependencies). The command gets the number of cars per census sector in Belgium.
+Within a country, there are likely to be multiple assets. To materialize a
+single asset (and any required dependencies). The command gets the number of
+cars per census sector in Belgium.
 
 ```bash
 DAGSTER_HOME=$PWD/persist dagster asset materialize -m popgetter --select be/get_car_per_sector
 ```
-(Typically we organise assets with the country code as a prefix, to ensure that asset names are unique).
+
+(Typically we organise assets with the country code as a prefix, to ensure that
+asset names are unique).
 
 ### Run everything
 
-(The quotes around the `*` are required to prevent it being interpreted by the shell.)
+(The quotes around the `*` are required to prevent it being interpreted by the
+shell.)
 
 ```bash
 DAGSTER_HOME=$PWD/persist dagster asset materialize -m popgetter --select "*"
diff --git a/design_goals.md b/design_goals.md
index 3a917ad..7624f1c 100644
--- a/design_goals.md
+++ b/design_goals.md
@@ -1,35 +1,49 @@
 # What is the purpose of popgetter
-The purpose of popgetter is to provide a convenience tool for downloading and cleaning demographic data. It can be used to maintain a known "good" copy of the data in a common shared location.
 
-Downstream applications that need to operate in multiple countries and require certain demographic data can use popgetter to prepare data from multiple country-specific data sources into a common format.
+The purpose of popgetter is to provide a convenience tool for downloading and
+cleaning demographic data. It can be used to maintain a known "good" copy of the
+data in a common shared location.
+
+Downstream applications that need to operate in multiple countries and require
+certain demographic data can use popgetter to prepare data from multiple
+country-specific data sources into a common format.
 
 It is not intended that downstream applications would directly embed popgetter.
 
-- popgetter is invoked locally, via CLI for one or more countries and datasets, saving the processed files locally.
-- popgetter is run independently, for all implemented countries and datasets, saving its processed files into a stable, shared, accessible, common location (eg AWS S3, Azure storage bucket etc). Downstream applications can simply retrieve data from this location, trusting that popgetter as prepared them appropriately.
+- popgetter is invoked locally, via CLI for one or more countries and datasets,
+  saving the processed files locally.
+- popgetter is run independently, for all implemented countries and datasets,
+  saving its processed files into a stable, shared, accessible, common location
+  (eg AWS S3, Azure storage bucket etc). Downstream applications can simply
+  retrieve data from this location, trusting that popgetter as prepared them
+  appropriately.
 
-It is not envisioned that downstream applications would use popgetter to retrieve live data.
+It is not envisioned that downstream applications would use popgetter to
+retrieve live data.
 
-Wherever possible popgetter avoids being opinionated on the data itself, allowing downstream applications to decide how to interpret subtleties in the data. 
+Wherever possible popgetter avoids being opinionated on the data itself,
+allowing downstream applications to decide how to interpret subtleties in the
+data.
 
 # What does popgetter do?
 
-- For each country implemented, popgetter downloads and unpacks; 
-    - Census boundaries for the highest available spatial resolution
-    - Population statistics including age/sex breakdown and car ownership. (Other parameters may be added in due course).
-- Attempts to join the geometry data with the population statistics, alerting the user to join errors, missing data etc.
+- For each country implemented, popgetter downloads and unpacks;
+  - Census boundaries for the highest available spatial resolution
+  - Population statistics including age/sex breakdown and car ownership. (Other
+    parameters may be added in due course).
+- Attempts to join the geometry data with the population statistics, alerting
+  the user to join errors, missing data etc.
 - Exports the joined data into a common file format.
-- Implement sensible caching, idempotency and integrity checks. Where possible detect when source data has been updated and only download as required.
+- Implement sensible caching, idempotency and integrity checks. Where possible
+  detect when source data has been updated and only download as required.
 - (Optionally) rename columns to match a common schema
 - (Optionally), reproject the to a common, globally applicable CRS (eg WGS1984)
 - (Optionally) uploaded the exported data to a common shared location
 
-
 # What does popgetter not do?
 
 The following are not goals for v1.0:
 
 - Spatial re-sampling and interpolation
 - Temporal interpolation
-- Process demographic data in a manner that supports international comparisons. 
-
+- Process demographic data in a manner that supports international comparisons.
diff --git a/docs/conf.py b/docs/conf.py
new file mode 100644
index 0000000..d6229ca
--- /dev/null
+++ b/docs/conf.py
@@ -0,0 +1,45 @@
+from __future__ import annotations
+
+import importlib.metadata
+
+project = "popgetter"
+copyright = "2023, The Alan Turing Institute"
+author = "[Project Contributors](https://github.com/Urban-Analytics-Technology-Platform/popgetter/graphs/contributors)"
+version = release = importlib.metadata.version("popgetter")
+
+extensions = [
+    "myst_parser",
+    "sphinx.ext.autodoc",
+    "sphinx.ext.intersphinx",
+    "sphinx.ext.mathjax",
+    "sphinx.ext.napoleon",
+    "sphinx_autodoc_typehints",
+    "sphinx_copybutton",
+]
+
+source_suffix = [".rst", ".md"]
+exclude_patterns = [
+    "_build",
+    "**.ipynb_checkpoints",
+    "Thumbs.db",
+    ".DS_Store",
+    ".env",
+    ".venv",
+]
+
+html_theme = "furo"
+
+myst_enable_extensions = [
+    "colon_fence",
+]
+
+intersphinx_mapping = {
+    "python": ("https://docs.python.org/3", None),
+}
+
+nitpick_ignore = [
+    ("py:class", "_io.StringIO"),
+    ("py:class", "_io.BytesIO"),
+]
+
+always_document_param_types = True
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000..db0ef59
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,17 @@
+# popgetter
+
+```{toctree}
+:maxdepth: 2
+:hidden:
+
+```
+
+```{include} ../README.md
+:start-after: <!-- SPHINX-START -->
+```
+
+## Indices and tables
+
+- {ref}`genindex`
+- {ref}`modindex`
+- {ref}`search`
diff --git a/flow-diagram.md b/flow-diagram.md
index e79f341..35a3ff7 100644
--- a/flow-diagram.md
+++ b/flow-diagram.md
@@ -1,12 +1,16 @@
 # Draft flow diagram
 
-This is a concept diagram for the flow of data through the system. It is not complete nor authoritative. It is intended to be a starting point for discussion.
+This is a concept diagram for the flow of data through the system. It is not
+complete nor authoritative. It is intended to be a starting point for
+discussion.
 
 TODO:
 
 - Add details about the ingest process
-- Highlight components/functionality that we are likely to need to implement ourselves.
-- Highlight components/functionality that which could be adopted from a third-party pipeline management tool (e.g. Airflow, Dagster, etc).
+- Highlight components/functionality that we are likely to need to implement
+  ourselves.
+- Highlight components/functionality that which could be adopted from a
+  third-party pipeline management tool (e.g. Airflow, Dagster, etc).
 - Improve layout and styling (e.g. the position of the cache box is not ideal).
 
 ```mermaid
diff --git a/noxfile.py b/noxfile.py
new file mode 100644
index 0000000..a0de14e
--- /dev/null
+++ b/noxfile.py
@@ -0,0 +1,117 @@
+from __future__ import annotations
+
+import argparse
+import shutil
+from pathlib import Path
+
+import nox
+
+DIR = Path(__file__).parent.resolve()
+
+nox.options.sessions = ["lint", "pylint", "tests"]
+
+
+@nox.session
+def lint(session: nox.Session) -> None:
+    """
+    Run the linter.
+    """
+    session.install("pre-commit")
+    session.run(
+        "pre-commit", "run", "--all-files", "--show-diff-on-failure", *session.posargs
+    )
+
+
+@nox.session(python="3.11")
+def pylint(session: nox.Session) -> None:
+    """
+    Run PyLint.
+    """
+    # This needs to be installed into the package environment, and is slower
+    # than a pre-commit check
+    session.install(".", "pylint")
+    session.run("pylint", "popgetter", *session.posargs)
+
+
+@nox.session(python="3.11")
+def tests(session: nox.Session) -> None:
+    """
+    Run the unit and regular tests.
+    """
+    session.install(".[test]")
+    session.run("pytest", *session.posargs)
+
+
+@nox.session(reuse_venv=True)
+def docs(session: nox.Session) -> None:
+    """
+    Build the docs. Pass "--serve" to serve. Pass "-b linkcheck" to check links.
+    """
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--serve", action="store_true", help="Serve after building")
+    parser.add_argument(
+        "-b", dest="builder", default="html", help="Build target (default: html)"
+    )
+    args, posargs = parser.parse_known_args(session.posargs)
+
+    if args.builder != "html" and args.serve:
+        session.error("Must not specify non-HTML builder with --serve")
+
+    extra_installs = ["sphinx-autobuild"] if args.serve else []
+
+    session.install("-e.[docs]", *extra_installs)
+    session.chdir("docs")
+
+    if args.builder == "linkcheck":
+        session.run(
+            "sphinx-build", "-b", "linkcheck", ".", "_build/linkcheck", *posargs
+        )
+        return
+
+    shared_args = (
+        "-n",  # nitpicky mode
+        "-T",  # full tracebacks
+        f"-b={args.builder}",
+        ".",
+        f"_build/{args.builder}",
+        *posargs,
+    )
+
+    if args.serve:
+        session.run("sphinx-autobuild", *shared_args)
+    else:
+        session.run("sphinx-build", "--keep-going", *shared_args)
+
+
+@nox.session
+def build_api_docs(session: nox.Session) -> None:
+    """
+    Build (regenerate) API docs.
+    """
+
+    session.install("sphinx")
+    session.chdir("docs")
+    session.run(
+        "sphinx-apidoc",
+        "-o",
+        "api/",
+        "--module-first",
+        "--no-toc",
+        "--force",
+        "../src/popgetter",
+    )
+
+
+@nox.session
+def build(session: nox.Session) -> None:
+    """
+    Build an SDist and wheel.
+    """
+
+    build_path = DIR.joinpath("build")
+    if build_path.exists():
+        shutil.rmtree(build_path)
+
+    session.install("build")
+    session.run("python", "-m", "build")
diff --git a/package-lock.json b/package-lock.json
index c5e8369..dedf40c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -5,7 +5,7 @@
   "packages": {
     "": {
       "dependencies": {
-        "mapshaper": "^0.6.47"
+        "mapshaper": "^0.6.50"
       }
     },
     "node_modules/@msgpackr-extract/msgpackr-extract-darwin-arm64": {
@@ -507,9 +507,9 @@
       }
     },
     "node_modules/mapshaper": {
-      "version": "0.6.47",
-      "resolved": "https://registry.npmjs.org/mapshaper/-/mapshaper-0.6.47.tgz",
-      "integrity": "sha512-bdZZr9yheB8M8Q1OYFfuaC51g2gSUQ7H2ckBh98fsjSveY/TzqE0mG9DOudLjEynPdd+aNtWTScTKHo6dXDBbA==",
+      "version": "0.6.50",
+      "resolved": "https://registry.npmjs.org/mapshaper/-/mapshaper-0.6.50.tgz",
+      "integrity": "sha512-bFjUDp0foypFKy1q2p0MlsywUgMMK8ndvjLm7/Hk+lrFvyCeeBbZnxCSiBeZQ78qY4J8OgV+AaBV9CRt99HKXg==",
       "dependencies": {
         "@placemarkio/tokml": "^0.3.3",
         "@tmcw/togeojson": "^5.6.0",
diff --git a/package.json b/package.json
index 1dc670e..8578d7c 100644
--- a/package.json
+++ b/package.json
@@ -1,5 +1,5 @@
 {
   "dependencies": {
-    "mapshaper": "^0.6.47"
+    "mapshaper": "^0.6.50"
   }
 }
diff --git a/pyproject.toml b/pyproject.toml
index 360b2cf..82267a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,194 @@
 [build-system]
-requires = ["setuptools"]
-build-backend = "setuptools.build_meta"
+requires = ["maturin>=0.15,<2"]
+build-backend = "maturin"
+
+
+[project]
+name = "popgetter"
+version = "0.1.0"
+authors = [
+  { name = "Andy Smith", email = "andrewphilipsmith@users.noreply.github.com" },
+  { name = "dabreegster" },
+  { name = "stuartlynn" },
+  { name = "yongrenjie" },
+  { name = "sgreenbury" },
+]
+description = "A convenience tool for downloading census data from different countries"
+readme = "README.md"
+requires-python = ">=3.8"
+classifiers = [
+  "Development Status :: 1 - Planning",
+  "Intended Audience :: Science/Research",
+  "Intended Audience :: Developers",
+  "License :: OSI Approved :: Apache Software License",
+  "Operating System :: OS Independent",
+  "Programming Language :: Python",
+  "Programming Language :: Python :: 3",
+  "Programming Language :: Python :: 3 :: Only",
+  "Programming Language :: Python :: 3.8",
+  "Programming Language :: Python :: 3.9",
+  "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
+  "Topic :: Scientific/Engineering",
+  "Typing :: Typed",
+]
+dependencies = [
+  "dagster",
+  "dagster-cloud",
+  "pandas",
+  "geopandas",
+  "docker",
+  "lxml",
+  "pyarrow",
+  "fsspec",
+  "aiohttp",
+  "matplotlib",
+  "pydantic<2.0.0",
+]
+
+[project.optional-dependencies]
+test = [
+  "pytest >=6",
+  "pytest-cov >=3",
+]
+dev = [
+  "dagster-webserver",
+  "pytest >=6",
+  "pytest-cov >=3",
+  "maturin >=1.3.2",
+  "pandas-stubs",
+  "types-requests",
+]
+docs = [
+  "sphinx>=7.0",
+  "myst_parser>=0.13",
+  "sphinx_copybutton",
+  "sphinx_autodoc_typehints",
+  "furo>=2023.08.17",
+]
+
+[project.urls]
+Homepage = "https://github.com/Urban-Analytics-Technology-Platform/popgetter"
+"Bug Tracker" = "https://github.com/Urban-Analytics-Technology-Platform/popgetter/issues"
+Discussions = "https://github.com/Urban-Analytics-Technology-Platform/popgetter/discussions"
+Changelog = "https://github.com/Urban-Analytics-Technology-Platform/popgetter/releases"
+
+
+[tool.maturin]
+module-name = "popgetter._core"
+python-packages = ["popgetter"]
+python-source = "python"
+# sdist-generator = "git"  # default is cargo
+
+
+[tool.cibuildwheel]
+test-command = "pytest {project}/tests"
+test-extras = ["test"]
+test-skip = ["*universal2:arm64"]
+
+
+[tool.pytest.ini_options]
+minversion = "6.0"
+addopts = ["-rA", "--showlocals", "--strict-markers", "--strict-config"]
+xfail_strict = true
+filterwarnings = [
+  "error",
+  "ignore:.*category=dagster.ExperimentalWarning",
+]
+log_cli_level = "INFO"
+testpaths = [
+  "tests",
+  "popgetter_tests"
+]
+
+
+[tool.coverage]
+run.source = ["popgetter"]
+port.exclude_lines = [
+  'pragma: no cover',
+  '\.\.\.',
+  'if typing.TYPE_CHECKING:',
+]
+
+[tool.mypy]
+mypy_path = ["python", "tests"]
+files = ["python/**/*.py", "tests/**/*.py"]
+python_version = "3.8"
+warn_unused_configs = true
+strict = true
+enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"]
+warn_unreachable = true
+disallow_untyped_defs = false
+disallow_incomplete_defs = false
+
+[[tool.mypy.overrides]]
+module = "popgetter.*"
+disallow_untyped_defs = true
+disallow_incomplete_defs = true
+
+
+[[tool.mypy.overrides]]
+module = "dagster.*"
+ignore_missing_imports = true
+
+[tool.ruff]
+src = ["python"]
+
+[tool.ruff.lint]
+extend-select = [
+  "B",           # flake8-bugbear
+  "I",           # isort
+  "ARG",         # flake8-unused-arguments
+  "C4",          # flake8-comprehensions
+  "EM",          # flake8-errmsg
+  "ICN",         # flake8-import-conventions
+  "G",           # flake8-logging-format
+  "PGH",         # pygrep-hooks
+  "PIE",         # flake8-pie
+  "PL",          # pylint
+  "PT",          # flake8-pytest-style
+  "PTH",         # flake8-use-pathlib
+  "RET",         # flake8-return
+  "RUF",         # Ruff-specific
+  "SIM",         # flake8-simplify
+  "T20",         # flake8-print
+  "UP",          # pyupgrade
+  "YTT",         # flake8-2020
+  "EXE",         # flake8-executable
+  "NPY",         # NumPy specific rules
+  "PD",          # pandas-vet
+]
+ignore = [
+  "PLR",    # Design related pylint codes
+]
+isort.required-imports = ["from __future__ import annotations"]
+# Uncomment if using a _compat.typing backport
+# typing-modules = ["popgetter._compat.typing"]
+
+[tool.ruff.lint.per-file-ignores]
+"tests/**" = ["T20"]
+"noxfile.py" = ["T20"]
+
+
+[tool.pylint]
+py-version = "3.8"
+ignore-paths = [".*/_version.py"]
+extension-pkg-allow-list = ["popgetter._core"]
+reports.output-format = "colorized"
+similarities.ignore-imports = "yes"
+messages_control.disable = [
+  "design",
+  "fixme",
+  "line-too-long",
+  "missing-module-docstring",
+  "wrong-import-position",
+]
+
 
 [tool.dagster]
 module_name = "popgetter"
+
+
+[tool.codespell]
+ignore-words-list = "ONS,ons"
diff --git a/popgetter/__init__.py b/python/popgetter/__init__.py
similarity index 91%
rename from popgetter/__init__.py
rename to python/popgetter/__init__.py
index 879012e..c68066c 100644
--- a/popgetter/__init__.py
+++ b/python/popgetter/__init__.py
@@ -1,3 +1,10 @@
+from __future__ import annotations
+
+__version__ = "0.1.0"
+
+__all__ = ["__version__"]
+
+
 from dagster import (
     load_assets_from_package_module,
     Definitions,
diff --git a/python/popgetter/_core.pyi b/python/popgetter/_core.pyi
new file mode 100644
index 0000000..537c611
--- /dev/null
+++ b/python/popgetter/_core.pyi
@@ -0,0 +1,4 @@
+from __future__ import annotations
+
+def add(_x: int, _y: int) -> int: ...
+def subtract(_x: int, _y: int) -> int: ...
diff --git a/popgetter/assets/__init__.py b/python/popgetter/assets/__init__.py
similarity index 100%
rename from popgetter/assets/__init__.py
rename to python/popgetter/assets/__init__.py
diff --git a/popgetter/assets/be/__init__.py b/python/popgetter/assets/be/__init__.py
similarity index 100%
rename from popgetter/assets/be/__init__.py
rename to python/popgetter/assets/be/__init__.py
diff --git a/popgetter/assets/uk/__init__.py b/python/popgetter/assets/uk/__init__.py
similarity index 100%
rename from popgetter/assets/uk/__init__.py
rename to python/popgetter/assets/uk/__init__.py
diff --git a/popgetter/assets/uk/legacy/downloader.py b/python/popgetter/assets/uk/legacy/downloader.py
similarity index 100%
rename from popgetter/assets/uk/legacy/downloader.py
rename to python/popgetter/assets/uk/legacy/downloader.py
diff --git a/popgetter/assets/uk/legacy/england.py b/python/popgetter/assets/uk/legacy/england.py
similarity index 100%
rename from popgetter/assets/uk/legacy/england.py
rename to python/popgetter/assets/uk/legacy/england.py
diff --git a/popgetter/assets/uk/requirements-non-foss-uk.txt b/python/popgetter/assets/uk/requirements-non-foss-uk.txt
similarity index 100%
rename from popgetter/assets/uk/requirements-non-foss-uk.txt
rename to python/popgetter/assets/uk/requirements-non-foss-uk.txt
diff --git a/popgetter/assets/us/__init__.py b/python/popgetter/assets/us/__init__.py
similarity index 100%
rename from popgetter/assets/us/__init__.py
rename to python/popgetter/assets/us/__init__.py
diff --git a/popgetter/assets/us/config.py b/python/popgetter/assets/us/config.py
similarity index 75%
rename from popgetter/assets/us/config.py
rename to python/popgetter/assets/us/config.py
index 9e8faf7..d70c5db 100644
--- a/popgetter/assets/us/config.py
+++ b/python/popgetter/assets/us/config.py
@@ -6,26 +6,26 @@
 }
 
 ACS_METADATA={
-    # 2018 needs additional logic for joining together geometry files
-    # 2018:{
-    #     base:"https://www2.census.gov/programs-surveys/acs/summary_file/2018",
-    #     type:'table',
-    #     geoms:{
-    #         tract:,
-    #         block:"",
-    #         county:"https://www2.census.gov/geo/tiger/GENZ2018/shp/cb_2018_us_county_500k.zip":
-    #     }
-    #     oneYear:{
-    #         tables:"prototype/1YRData/",
-    #         geoIds:"https://www2.census.gov/programs-surveys/acs/summary_file/2018/prototype/20181YRGeos.csv",
-    #         shells:"prototype/ACS2018_Table_Shells.xlsx"
-    #     },
-    #     fiveYear:{
-    #         tables:"prototype/5YRData/",
-    #         geoIds:"https://www2.census.gov/programs-surveys/acs/summary_file/2018/prototype/20185YRGeos.csv",
-    #         shells:"prototype/ACS2018_Table_Shells.xlsx"
-    #     }
-    # },
+    ## 2018 needs additional logic for joining together geometry files
+    ## 2018:{
+    ##     base:"https://www2.census.gov/programs-surveys/acs/summary_file/2018",
+    ##     type:'table',
+    ##     geoms:{
+    ##         tract:,
+    ##         block:"",
+    ##         county:"https://www2.census.gov/geo/tiger/GENZ2018/shp/cb_2018_us_county_500k.zip":
+    ##     }
+    ##     oneYear:{
+    ##         tables:"prototype/1YRData/",
+    ##         geoIds:"https://www2.census.gov/programs-surveys/acs/summary_file/2018/prototype/20181YRGeos.csv",
+    ##         shells:"prototype/ACS2018_Table_Shells.xlsx"
+    ##     },
+    ##     fiveYear:{
+    ##         tables:"prototype/5YRData/",
+    ##         geoIds:"https://www2.census.gov/programs-surveys/acs/summary_file/2018/prototype/20185YRGeos.csv",
+    ##         shells:"prototype/ACS2018_Table_Shells.xlsx"
+    ##     }
+    ## },
     2019:{
         "base" : "https://www2.census.gov/programs-surveys/acs/summary_file/2019/",
         "type":'table',
diff --git a/python/popgetter/py.typed b/python/popgetter/py.typed
new file mode 100644
index 0000000..e69de29
diff --git a/popgetter/utils.py b/python/popgetter/utils.py
similarity index 100%
rename from popgetter/utils.py
rename to python/popgetter/utils.py
diff --git a/setup.cfg b/setup.cfg_old
similarity index 100%
rename from setup.cfg
rename to setup.cfg_old
diff --git a/setup.py b/setup.py_old
similarity index 87%
rename from setup.py
rename to setup.py_old
index 26f197a..9e243e1 100644
--- a/setup.py
+++ b/setup.py_old
@@ -1,3 +1,5 @@
+from __future__ import annotations
+
 from setuptools import find_packages, setup
 
 setup(
@@ -13,7 +15,7 @@
         "pyarrow",
         "fsspec",
         "aiohttp",
-        "matplotlib"
+        "matplotlib",
     ],
     extras_require={"dev": ["dagster-webserver", "pytest"]},
 )
diff --git a/src/lib.rs b/src/lib.rs
new file mode 100644
index 0000000..00311fe
--- /dev/null
+++ b/src/lib.rs
@@ -0,0 +1,29 @@
+use pyo3::prelude::*;
+
+#[pyfunction]
+fn add(x: i64, y: i64) -> i64 {
+    x + y
+}
+
+#[pyfunction]
+fn subtract(x: i64, y: i64) -> i64 {
+    x - y
+}
+
+#[pyfunction]
+fn  multiply(x: i64, y: i64) -> i64 {
+    x * y
+}
+
+/// A Python module implemented in Rust. The name of this function must match
+/// the `lib.name` setting in the `Cargo.toml`, else Python will not be able to
+/// import the module.
+#[pymodule]
+fn _core(_py: Python, m: &PyModule) -> PyResult<()> {
+    m.add_function(wrap_pyfunction!(add, m)?)?;
+    m.add_function(wrap_pyfunction!(subtract, m)?)?;
+    m.add_function(wrap_pyfunction!(multiply, m)?)?;
+    m.add("__version__", env!("CARGO_PKG_VERSION"))?;
+
+    Ok(())
+}
diff --git a/src/popgetter_old/__init__.py b/src/popgetter_old/__init__.py
new file mode 100644
index 0000000..74727cf
--- /dev/null
+++ b/src/popgetter_old/__init__.py
@@ -0,0 +1,12 @@
+"""
+Copyright (c) 2023 The Alan Turing Institute. All rights reserved.
+
+popgetter: A convenience tool for downloading census data from different countries
+"""
+
+
+from __future__ import annotations
+
+__version__ = "0.1.0"
+
+__all__ = ["__version__"]


Test patch:
diff --git a/popgetter_tests/__init__.py b/popgetter_tests/__init__.py
deleted file mode 100644
index 8b13789..0000000
--- a/popgetter_tests/__init__.py
+++ /dev/null
@@ -1,1 +0,0 @@
-
diff --git a/popgetter_tests/demo_data/be_demo_sector.geojson b/popgetter_tests/demo_data/be_demo_sector.geojson
deleted file mode 100644
index 140fa95..0000000
--- a/popgetter_tests/demo_data/be_demo_sector.geojson
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-"type": "FeatureCollection",
-"name": "be_demo_sector",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:EPSG::3812" } },
-"features": [
-{ "type": "Feature", "properties": { "fid": 7, "ogc_fid": 4853, "ogc_fid0": 4853, "cd_sector": "25072A29-", "tx_sector_descr_nl": "BOIS DE NIVELLES", "tx_sector_descr_fr": "BOIS DE NIVELLES", "tx_sector_descr_de": "BOIS DE NIVELLES", "cd_sub_munty": "25072A", "tx_sub_munty_nl": "NIVELLES", "tx_sub_munty_fr": "NIVELLES", "tx_munty_dstr": null, "cd_munty_refnis": "25072", "tx_munty_descr_nl": "Nijvel", "tx_munty_descr_fr": "Nivelles", "tx_munty_descr_de": "Nivelles", "cd_dstr_refnis": "25000", "tx_adm_dstr_descr_nl": "Arrondissement Nijvel", "tx_adm_dstr_descr_fr": "Arrondissement de Nivelles", "tx_adm_dstr_descr_de": "Bezirk Nivelles", "cd_prov_refnis": "20002", "tx_prov_descr_nl": "Provincie Waals-Brabant", "tx_prov_descr_fr": "Province du Brabant wallon", "tx_prov_descr_de": "Provinz Wallonisch-Brabant", "cd_rgn_refnis": "03000", "tx_rgn_descr_nl": "Waals Gewest", "tx_rgn_descr_fr": "Région wallonne", "tx_rgn_descr_de": "Wallonische Region", "cd_country": "BE", "cd_nuts_lvl1": "BE3", 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diff --git a/popgetter_tests/test_assets.py b/popgetter_tests/test_assets.py
deleted file mode 100644
index 8b13789..0000000
--- a/popgetter_tests/test_assets.py
+++ /dev/null
@@ -1,1 +0,0 @@
-
diff --git a/popgetter_tests/uk.py b/popgetter_tests/uk.py
deleted file mode 100644
index 791544e..0000000
--- a/popgetter_tests/uk.py
+++ /dev/null
@@ -1,2 +0,0 @@
-from popgetter.assets import uk
-
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/demo_data/be_demo_sector.geojson b/tests/demo_data/be_demo_sector.geojson
new file mode 100644
index 0000000..6e4932c
--- /dev/null
+++ b/tests/demo_data/be_demo_sector.geojson
@@ -0,0 +1,2105 @@
+{
+  "type": "FeatureCollection",
+  "name": "be_demo_sector",
+  "crs": {
+    "type": "name",
+    "properties": { "name": "urn:ogc:def:crs:EPSG::3812" }
+  },
+  "features": [
+    {
+      "type": "Feature",
+      "properties": {
+        "fid": 7,
+        "ogc_fid": 4853,
+        "ogc_fid0": 4853,
+        "cd_sector": "25072A29-",
+        "tx_sector_descr_nl": "BOIS DE NIVELLES",
+        "tx_sector_descr_fr": "BOIS DE NIVELLES",
+        "tx_sector_descr_de": "BOIS DE NIVELLES",
+        "cd_sub_munty": "25072A",
+        "tx_sub_munty_nl": "NIVELLES",
+        "tx_sub_munty_fr": "NIVELLES",
+        "tx_munty_dstr": null,
+        "cd_munty_refnis": "25072",
+        "tx_munty_descr_nl": "Nijvel",
+        "tx_munty_descr_fr": "Nivelles",
+        "tx_munty_descr_de": "Nivelles",
+        "cd_dstr_refnis": "25000",
+        "tx_adm_dstr_descr_nl": "Arrondissement Nijvel",
+        "tx_adm_dstr_descr_fr": "Arrondissement de Nivelles",
+        "tx_adm_dstr_descr_de": "Bezirk Nivelles",
+        "cd_prov_refnis": "20002",
+        "tx_prov_descr_nl": "Provincie Waals-Brabant",
+        "tx_prov_descr_fr": "Province du Brabant wallon",
+        "tx_prov_descr_de": "Provinz Wallonisch-Brabant",
+        "cd_rgn_refnis": "03000",
+        "tx_rgn_descr_nl": "Waals Gewest",
+        "tx_rgn_descr_fr": "Région wallonne",
+        "tx_rgn_descr_de": "Wallonische Region",
+        "cd_country": "BE",
+        "cd_nuts_lvl1": "BE3",
+        "cd_nuts_lvl2": "BE31",
+        "cd_nuts_lvl3": "BE310",
+        "ms_area_ha": 917.26843869499987,
+        "ms_perimeter_m": 21689.0,
+        "dt_situation": "2023-01-01"
+      },
+      "geometry": {
+        "type": "MultiPolygon",
+        "coordinates": [
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+              [645866.600100003182888, 638495.042599998414516, 0.0],
+              [645856.488499999046326, 638513.650600001215935, 0.0],
+              [645839.452100001275539, 638558.523200001567602, 0.0],
+              [645827.509400002658367, 638602.412000000476837, 0.0],
+              [645816.364600002765656, 638638.175999999046326, 0.0],
+              [645799.126000002026558, 638674.658100001513958, 0.0],
+              [645782.217299997806549, 638697.171500001102686, 0.0],
+              [645764.478900000452995, 638731.372299998998642, 0.0],
+              [645754.864799998700619, 638771.558400001376867, 0.0],
+              [645753.45830000191927, 638774.589400000870228, 0.0],
+              [645725.029399998486042, 638835.476100001484156, 0.0],
+              [645749.200099997222424, 638843.166400000452995, 0.0],
+              [645749.808899998664856, 638848.400800000876188, 0.0],
+              [645802.806000001728535, 638869.281899999827147, 0.0],
+              [645753.844700001180172, 638940.400499999523163, 0.0],
+              [645724.277099996805191, 638986.412200000137091, 0.0],
+              [645716.588600002229214, 638993.661299999803305, 0.0],
+              [645714.791199997067451, 638999.333000000566244, 0.0],
+              [645709.226499997079372, 639016.800999999046326, 0.0],
+              [645764.664399996399879, 639011.151299998164177, 0.0],
+              [645773.241999998688698, 639013.417899999767542, 0.0],
+              [645850.039399996399879, 639005.458500001579523, 0.0],
+              [645936.039899997413158, 638995.046799998730421, 0.0],
+              [645995.57150000333786, 638987.835400000214577, 0.0],
+              [646023.711999997496605, 638986.588700000196695, 0.0],
+              [646052.055699996650219, 638985.326299998909235, 0.0],
+              [646103.024400003254414, 638983.066799998283386, 0.0],
+              [646139.414899997413158, 638981.446199998259544, 0.0],
+              [646179.617799997329712, 638979.654199998825788, 0.0],
+              [646212.742700003087521, 638978.173700001090765, 0.0],
+              [646260.726999998092651, 638976.038899999111891, 0.0],
+              [646261.200599998235703, 639066.241399999707937, 0.0],
+              [646260.882299996912479, 639116.303399998694658, 0.0],
+              [646261.281499996781349, 639175.006099998950958, 0.0],
+              [646260.665399998426437, 639231.177400000393391, 0.0],
+              [646259.815399996936321, 639283.270700000226498, 0.0],
+              [646329.657600000500679, 639291.513300001621246, 0.0],
+              [646381.953199997544289, 639298.394499998539686, 0.0],
+              [646426.389700002968311, 639304.227800000458956, 0.0],
+              [646481.732199996709824, 639311.624899998307228, 0.0],
+              [646464.590700000524521, 639451.32490000128746, 0.0],
+              [646607.774499997496605, 639471.888599999248981, 0.0],
+              [646601.921099998056889, 639552.934300001710653, 0.0],
+              [646591.632799997925758, 639612.870000001043081, 0.0],
+              [646583.938400000333786, 639672.243599999696016, 0.0],
+              [646583.576499998569489, 639675.035300001502037, 0.0],
+              [646629.383500002324581, 639684.549499999731779, 0.0],
+              [646631.766599997878075, 639744.778200000524521, 0.0],
+              [646671.663800001144409, 639755.464200001209974, 0.0],
+              [646791.946199998259544, 639787.676300000399351, 0.0],
+              [646805.293200001120567, 639791.250199999660254, 0.0],
+              [646806.307199999690056, 639791.522199999541044, 0.0],
+              [647041.181999996304512, 639854.432300001382828, 0.0],
+              [647059.401000000536442, 639859.304400000721216, 0.0],
+              [647070.070000000298023, 639862.165300000458956, 0.0],
+              [647164.925499998033047, 639887.560199998319149, 0.0],
+              [647169.905500002205372, 639887.071299999952316, 0.0],
+              [647170.211300000548363, 639887.005699999630451, 0.0]
+            ]
+          ]
+        ]
+      }
+    }
+  ]
+}
diff --git a/tests/test_assets.py b/tests/test_assets.py
new file mode 100644
index 0000000..e69de29
diff --git a/popgetter_tests/be.py b/tests/test_be.py
similarity index 80%
rename from popgetter_tests/be.py
rename to tests/test_be.py
index b92837b..a0d7851 100644
--- a/popgetter_tests/be.py
+++ b/tests/test_be.py
@@ -1,17 +1,20 @@
-from popgetter.assets import be
-import matplotlib.pyplot as plt
-import geopandas as gpd
+from __future__ import annotations
+
+from pathlib import Path
 
+import geopandas as gpd
+import pytest
 from dagster import (
     build_asset_context,
 )
-import pytest
 
+from popgetter.assets import be
 
 
 @pytest.fixture(scope="module")
 def demo_sectors() -> gpd.GeoDataFrame:
-    return gpd.read_file("popgetter_tests/demo_data/be_demo_sector.geojson")
+    input_path = str(Path(__file__).parent / "demo_data" / "be_demo_sector.geojson")
+    return gpd.read_file(input_path)
 
 
 def test_get_geometries():
@@ -19,9 +22,8 @@ def test_get_geometries():
     context = build_asset_context()
 
     # Check that the metadata is empty initially
-    assert (
-        (context.get_output_metadata(output_name="result") is None) |
-        (context.get_output_metadata(output_name="result") == {})
+    assert (context.get_output_metadata(output_name="result") is None) | (
+        context.get_output_metadata(output_name="result") == {}
     )
 
     # # Get the geometries
@@ -34,6 +36,7 @@ def test_get_geometries():
     assert len(stat_sectors) == expected_sector_row_count
     assert metadata["num_records"] == expected_sector_row_count
 
+
 def test_aggregate_sectors_to_municipalities(demo_sectors):
     # Test the that the row count is correctly added to the metadata
     context = build_asset_context()
@@ -47,5 +50,3 @@ def test_aggregate_sectors_to_municipalities(demo_sectors):
     assert len(actual_munis) == expected_munis_row_count
     metadata = context.get_output_metadata(output_name="result")
     assert metadata["num_records"] == expected_munis_row_count
-
-
diff --git a/tests/test_compiled.py b/tests/test_compiled.py
new file mode 100644
index 0000000..917f3f2
--- /dev/null
+++ b/tests/test_compiled.py
@@ -0,0 +1,15 @@
+from __future__ import annotations
+
+import popgetter._core as m
+
+
+def test_add():
+    assert m.add(2, 3) == 5
+
+
+def test_subtract():
+    assert m.subtract(7, 5) == 2
+
+
+def test_multiply():
+    assert m.multiply(7, 5) == 35
diff --git a/tests/test_package.py b/tests/test_package.py
new file mode 100644
index 0000000..ef2e44d
--- /dev/null
+++ b/tests/test_package.py
@@ -0,0 +1,22 @@
+from __future__ import annotations
+
+import importlib.metadata
+
+import pytest
+
+import popgetter as m
+
+
+def test_version():
+    assert importlib.metadata.version("popgetter") == m.__version__
+
+
+def test_always_passing():
+    assert True
+
+
+@pytest.mark.xfail()
+def test_always_failing():
+    pytest.fail(
+        "A test which always fails to check the CI infrastructure is working as expected"
+    )
diff --git a/tests/test_uk.py b/tests/test_uk.py
new file mode 100644
index 0000000..e69de29