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ChristopherGSChristopherGS
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Not Part Of Course - Add CI
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‎.circleci/config.yml

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version: 2.1
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jobs:
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test_gradient_model_py36:
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docker:
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- image: circleci/python:3.6.9
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working_directory: ~/project/packages/gradient_boosting_model
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steps:
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- checkout:
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path: ~/project
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- run:
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name: Run tests with Python 3.6
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command: |
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sudo pip install --upgrade pip
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pip install --user tox
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tox -e py36
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test_gradient_model_py37:
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docker:
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- image: circleci/python:3.7.6
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working_directory: ~/project/packages/gradient_boosting_model
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steps:
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- checkout:
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path: ~/project
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- run:
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name: Run tests with Python 3.7
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command: |
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sudo pip install --upgrade pip
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pip install --user tox
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tox -e py37
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test_gradient_model_py38:
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docker:
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- image: circleci/python:3.8.0
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working_directory: ~/project/packages/gradient_boosting_model
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steps:
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- checkout:
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path: ~/project
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- run:
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name: Run tests with Python 3.8
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command: |
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sudo pip install --upgrade pip
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pip install --user tox
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tox -e py38
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test_ml_api_py36:
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docker:
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- image: circleci/python:3.6.9
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- image: postgres
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environment:
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POSTGRES_USER: test_user
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POSTGRES_PASSWORD: password
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POSTGRES_DB: ml_api_test
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environment:
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DB_HOST: localhost
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DB_PORT: 5432
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DB_USER: test_user
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DB_PASSWORD: password
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DB_NAME: ml_api_test
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SHADOW_MODE_ACTIVE: true
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working_directory: ~/project/packages/ml_api
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steps:
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- checkout:
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path: ~/project
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- run:
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name: Run API tests with Python 3.6
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command: |
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sudo pip install --upgrade pip
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pip install --user tox
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tox -e py36
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test_ml_api_py37:
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docker:
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- image: circleci/python:3.7.6
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- image: postgres
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environment:
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POSTGRES_USER: test_user
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POSTGRES_PASSWORD: password
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POSTGRES_DB: ml_api_test
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environment:
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DB_HOST: localhost
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DB_PORT: 5432
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DB_USER: test_user
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DB_PASSWORD: password
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DB_NAME: ml_api_test
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SHADOW_MODE_ACTIVE: true
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working_directory: ~/project/packages/ml_api
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steps:
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- checkout:
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path: ~/project
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- run:
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name: Run API tests with Python 3.7
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command: |
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sudo pip install --upgrade pip
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pip install --user tox
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tox -e py37
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test_ml_api_py38:
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docker:
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- image: circleci/python:3.8.1
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- image: postgres
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environment:
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POSTGRES_USER: test_user
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POSTGRES_PASSWORD: password
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POSTGRES_DB: ml_api_test
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environment:
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DB_HOST: localhost
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DB_PORT: 5432
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DB_USER: test_user
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DB_PASSWORD: password
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DB_NAME: ml_api_test
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SHADOW_MODE_ACTIVE: true
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working_directory: ~/project/packages/ml_api
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steps:
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- checkout:
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path: ~/project
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- run:
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name: Run API tests with Python 3.8
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command: |
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sudo pip install --upgrade pip
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pip install --user tox
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tox -e py38
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workflows:
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version: 2
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test-all:
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jobs:
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- test_gradient_model_py36
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- test_gradient_model_py37
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- test_gradient_model_py38
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- test_ml_api_py36
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- test_ml_api_py37
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- test_ml_api_py38

‎packages/gradient_boosting_model/test_requirements.txt

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black>=19.10b0,<20.0
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flake8>=3.7.9,<4.0
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mypy>=0.740
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# kaggle cli
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kaggle>=1.5.6,<1.6.0

‎packages/gradient_boosting_model/tox.ini

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deps =
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-rtest_requirements.txt
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passenv =
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KAGGLE_USERNAME
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KAGGLE_KEY
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setenv =
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PYTHONPATH=.
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commands=
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py.test
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kaggle competitions download -c house-prices-advanced-regression-techniques -p gradient_boosting_model/datasets/
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unzip -o gradient_boosting_model/datasets/house-prices-advanced-regression-techniques.zip -d gradient_boosting_model/datasets
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mv gradient_boosting_model/datasets/train.csv gradient_boosting_model/datasets/houseprice.csv
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python gradient_boosting_model/train_pipeline.py
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pytest \
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-s \
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-vv \
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{posargs:tests/}
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[testenv:unit_tests]

‎packages/ml_api/tox.ini

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deps =
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-rrequirements/test_requirements.txt
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setenv =
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PYTHONPATH=.
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passenv =
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# A list of wildcard environment variable names which shall be copied from
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# the tox invocation environment to the test environment when executing test commands

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