processing file to change point clouds to 2 classes, street lights an…

…d the rest. + addition of everything needed for the cookiecutter

.flake8

@@ -0,0 +1,28 @@
+[flake8]
+exclude =
+    .git,
+    .github,
+    .idea,
+    env/*,
+    venv/*,
+    __pycache__,
+    */.ipynb_checkpoints/*
+
+extend-ignore =
+    # D103 Missing docstring in public function
+    D103,
+    # D07 Missing docstring in __init__
+    D107
+    # D205 1 blank line required between summary line and description
+    D205,
+    # D400 First line should end with a period
+    D400,
+    # D401 First line should be in imperative mood
+    D401
+
+# Example of excluding errors per file
+#per-file-ignores = __init__.py:F401
+
+max-complexity = 8
+max-line-length = 99
+statistics=True

.flake8_nb

@@ -0,0 +1,26 @@
+[flake8_nb]
+exclude =
+    .git,
+    env/*,
+    venv/*,
+    __pycache__,
+    */.ipynb_checkpoints/*
+    *.py
+
+extend-ignore =
+    # D100 Missing docstring in public module
+    D100,
+    # D103 Missing docstring in public function
+    D103,
+    # D07 Missing docstring in __init__
+    D107
+    # D205 1 blank line required between summary line and description
+    D205,
+    # D400 First line should end with a period
+    D400,
+    # D401 First line should be in imperative mood
+    D401
+
+max-complexity = 8
+max-line-length = 99
+statistics=True

.github/workflows/flake_workflow.yml

@@ -0,0 +1,32 @@
+name: Install Python packages and flake all
+
+on:
+  push:
+  pull_request:
+
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python-version: [3.8, 3.9]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+        pip install flake8 flake8-bugbear flake8-comprehensions flake8-docstrings flake8-fixme mccabe pep8-naming
+
+    - name: flake
+      run: |
+        flake8
+

.gitignore

@@ -0,0 +1,221 @@
+# Adapt to your needs. This version includes typical data files we work with, along with the default python template.
+
+# Text / html
+*.csv
+*.txt
+*.html
+
+# Geo data
+*.gml
+*.shp
+*.cpg
+*.dbf
+*.shx
+*.prj
+*.gpkg
+*.tfw
+*.TIF
+*.tif
+
+# Pointcloud data
+*.laz
+*.las
+*.LAZ
+*.ply
+
+# Images
+*.png
+*.jpg
+*.bmp
+
+# Numpy compressed
+*.npz
+
+# QGIS projects
+*.qgz
+
+# Mac OS
+*.DS_Store
+
+
+### Default .gitignore for python ###
+#   see https://github.com/github/gitignore/blob/main/Python.gitignore
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.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
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__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/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# AzureML
+*.amlignore
+*.amltmp
+*.ipynb_aml_checkpoints
+
+Data/
+test_results/
+log/jobs_outputs/
+wandb/
+
+data/
+
+/dataset/full_pc
+/dataset/bb_pc
+dataset/blend_files
+dataset/dae 
+dataset/point_clouds

.pre-commit-config.yaml

@@ -0,0 +1,38 @@
+repos:
+  - repo: https://github.com/timothycrosley/isort
+    rev: 5.12.0
+    hooks:
+    -   id: isort
+  - repo: https://github.com/psf/black
+    rev: 23.3.0
+    hooks:
+    -   id: black
+        args:
+          - "--line-length=99"
+  - repo: https://github.com/s-weigand/flake8-nb
+    rev: v0.5.3
+    hooks:
+    -   id: flake8-nb
+        additional_dependencies: [
+            'flake8-bugbear',
+            'flake8-comprehensions',
+            'flake8-docstrings',
+            'flake8-fixme',
+            'mccabe',
+            'pep8-naming',
+        ]
+  - repo: https://github.com/PYCQA/flake8
+    rev: 6.0.0
+    hooks:
+    -   id: flake8
+        additional_dependencies: [
+            'flake8-bugbear==23.3.23',
+            'flake8-comprehensions==3.12.0',
+            'flake8-docstrings==1.7.0',
+            'flake8-fixme==1.1.1',
+            'flake8-string-format==0.3.0',
+            'mccabe==0.7.0',
+            'pep8-naming==0.13.3',
+        ]
+default_language_version:
+    python: python3.9