german-fake-news-classifier/anaconda-project.yml

# This is an Anaconda project file.
#
# Here you can describe your project and how to run it.
# Use `anaconda-project run` to run the project.
# The file is in YAML format, please see http://www.yaml.org/start.html for more.
#

#
# Set the 'name' key to name your project
#
name: german_fake_news_classifier

#
# Set the 'icon' key to give your project an icon
#
icon:

#
# Set a one-sentence-or-so 'description' key with project details
#
description: This is a fake news classifier trained on german news/fake-news.

#
# In the commands section, list your runnable scripts, notebooks, and other code.
# Use `anaconda-project add-command` to add commands.
#
commands:
  DownloadData:
    unix: python3 src/data/download_data.py
    env_spec: fake_news_env

  ScrapeNews:
    unix: python3 src/data/scrape_news.py
    env_spec: fake_news_env

  EDAKaggleDataset:
    notebook: notebooks/01-eda-german-fake-news.ipynb
    env_spec: fake_news_env
#
# In the variables section, list any environment variables your code depends on.
# Use `anaconda-project add-variable` to add variables.
#
variables: {}

#
# In the services section, list any services that should be
# available before your code runs.
# Use `anaconda-project add-service` to add services.
#
services: {}

#
# In the downloads section, list any URLs to download to local files
# before your code runs.
# Use `anaconda-project add-download` to add downloads.
#
downloads: {}

#
# In the packages section, list any packages that must be installed
# before your code runs.
# Use `anaconda-project add-packages` to add packages.
#
packages:
- python=3.8.8

#
# In the channels section, list any Conda channel URLs to be searched
# for packages.
#
# For example,
#
# channels:
#    - mychannel
#

channels: []

#
# In the platforms section, list platforms the project should work on
# Examples: "linux-64", "osx-64", "win-64"
# Use `anaconda-project add-platforms` to add platforms.
#
platforms:
- linux-64
- osx-64
- win-64

#
# You can define multiple, named environment specs.
# Each inherits any global packages or channels,
# but can have its own unique ones also.
# Use `anaconda-project add-env-spec` to add environment specs.
#
env_specs:
  fake_news_env:
    description: Default environment spec for running commands
    packages:
    - pandas
    - newspaper3k
    - scikit-learn
    - nltk
    - jupyter
    - kaggle
    - python-dotenv
    - seaborn
    - catboost
    - dvc 
    - pip:
      - dagshub
      - azureml-core
    channels: []
    platforms: []
  inference_env:
    packages:
    - scikit-learn
    - pandas
    - catboost
    - nltk
    - pip:
      - azureml-core
      - azureml-defaults
    channels: []