conda-dev-python-environment.yml

name: dev
channels:
  - conda-forge
  - defaults
dependencies:
  - python=3.8.2
  - pip
  - pip:
      # Getting data
      - mysql-connector-python
      - SQLAlchemy
      - google-cloud-bigquery
      - google-cloud-monitoring
      - google-cloud-core[grpc]
      - google-cloud-bigquery-storage
      # Data manipulating
      - pandas
      - numpy
      - PyMySQL
      - tqdm
      - pyarrow
      - GeoPandas
      # Plotting tools
      - matplotlib
      - pillow
      - seaborn
      # Writing xlsx files
      - openpyxl
      - XlsxWriter
      - xlrd
      # Writing PDF files
      - pypdf4
      # Needed for cpu stats
      - psutil
      # Unit test
      - pytest==5.3.5 # Pytest 5.4.x has a bug with the sugar plugin that breaks test suite.
      - pytest-cov   # Computes test coverage
      - pytest-sugar # Pretty formatting of output
      - flake8 # Tool For Style Guide Enforcement
      # Job execution
      - networkx
      - apscheduler # Advanced Python Scheduler (APScheduler) lets you schedule your Python code to be executed later, either just once or periodically.
      # API access token encryption
      - PyJWT
      - cryptography
      # Misc
      - pypdf4 # Writing PDF files
      - psutil # Needed for cpu stats
      - slackclient # Send messages to slack channels and users
      - pudb # Python debugging tool
      - python-json-logger # Logging as json
      - DateTimeRange # Datetime comparison
      - holidays # Get list of holidays in different countries
      - sendgrid # Needed to send mails
      # For exploratory use
      - shapely # Geometric objects, predicates, and operations
      - pyproj # Python interface to PROJ (cartographic projections and coordinate transformations library)
      - nltk # Natural Language Processing with Python
      - snakeviz # A web-based viewer for Python profiler output
      - descartes # Use geometric objects as matplotlib paths and patches
      - datashader # Data visualization toolchain based on aggregating into a grid
      - holoviews # Stop plotting your data - annotate your data and let it visualize itself.
      - jupyterlab # The JupyterLab notebook server extension.
      - jupyter_contrib_nbextensions # A collection of Jupyter nbextensions.
      - folium # Make beautiful maps with Leaflet.js & Python
      - geojsoncontour # Convert matplotlib contour plots to geojson
      - dexplot # Simple plotting library for both long and wide data integrated with DataFrames
      - shap # A unified approach to explain the output of any machine learning model.
      - lime # Local Interpretable Model-Agnostic Explanations for machine learning classifiers
      - geocoder # Geocoder is a simple and consistent geocoding library.
      - geojsonio # Open GeoJSON data on geojson.io from Python. geojsonio.py also contains a command line utility that is a Python port of geojsonio-cli.
      - bpython # Fancy Interface to the Python Interpreter
      - scikit-learn # A set of python modules for machine learning and data mining
      - flake8 # the modular source code checker: pep8, pyflakes and co
      - pudb # A full-screen, console-based Python debugger
      - keplergl # Kepler.gl is a data-agnostic, high-performance web-based application for visual exploration of large-scale geolocation data sets. Built on top of Mapbox GL and deck.gl, kepler.gl can render millions of points representing thousands of trips and perform spatial aggregations on the fly.