anaconda-project.yml

name: anaconda-mlflow-tracking-sdk
description: Anaconda MLFlow Tracking Server SDK

variables:
  # These are defined for development (and testing)
  MLFLOW_TRACKING_URI: http://0.0.0.0:5000/
  MLFLOW_REGISTRY_URI: http://0.0.0.0:5000/
  MLFLOW_BACKEND_STORE_URI: sqlite:///test/fixtures/mlflow/local/store/mydb.sqlite
  MLFLOW_ARTIFACTS_DESTINATION: test/fixtures/mlflow/local/artifacts
  MLFLOW_DEFAULT_ARTIFACT_ROOT: mlflow-artifacts:/

commands:
  #
  # Development Time Commands
  #

  bash:
    env_spec: default
    unix: bash

  test:unit:
    env_spec: default
    unix: coverage run --append --rcfile=.coveragerc -m unittest discover test/unit/anaconda/mlflow/tracking/sdk

  coverage:
    env_spec: default
    unix: |
      coverage report
      coverage html
      coverage xml

  test:integration:
    env_spec: default
    unix: python -m unittest discover test/integration

  clean:
    env_spec: default
    unix: |
      rm -rf .coverage htmlcov coverage.xml build docs/build

  lint:
    env_spec: default
    unix: |
      pylint src
      isort --check --diff .
      black --line-length=120 --target-version=py310 --check --diff .

  lint:fix:
    env_spec: default
    unix: |
      isort .
      black --line-length=120 --target-version=py310 .

  server:
    env_spec: default
    unix: |
      mlflow server --serve-artifacts

  build:apidocs:
    env_spec: default
    unix: |
      sphinx-apidoc -f -o docs/source/api src/anaconda/mlflow/tracking/sdk

  build:docs:
    env_spec: default
    unix: |
      cd docs && make clean && make html

channels:
    - https://conda.anaconda.org/conda-forge/
    - https://conda.anaconda.org/ae5-admin/
    - https://conda.anaconda.org/joshburt/

platforms:
  - linux-64
  - osx-64
  - osx-arm64
  - win-64

env_specs:
  default:
    description: Development Environment
    packages:
      - python=3.8.15
      - mlflow=2.3.0
      - ipykernel
      - isort
      - black
      - black-jupyter
      - pylint
      - coverage
      - pyyaml
      - requests
      - sphinx
      - sphinx-rtd-theme
      - anaconda.enterprise.server.contracts>=0.8.3
      - ae5-tools>=0.6.1