A small utility package
Project description
Common Utils
TODOs
- Use own
Logger
once the class is finalized in all scripts.
Continuous Integration
Virtual Environment
First, make a virtual environment with make_venv.sh
:
curl -s -o make_venv.sh \
https://raw.githubusercontent.com/gao-hongnan/common-utils/main/scripts/devops/make_venv.sh && \
bash make_venv.sh venv --pyproject --dev && \
source venv/bin/activate && \
rm make_venv.sh
Continue on error vs If Always
See here.
Run Bandit Security Check
bash ./scripts/devops/ci/ci_security_bandit.sh \
--severity-level=low \
--format=json \
--output=bandit_results.json \
common_utils
Run Linter Check
bash ./scripts/devops/ci/ci_linter_pylint.sh \
--rcfile=pyproject.toml \
--fail-under=10 \
--score=yes \
--output-format=json:pylint_results.json,colorized \
common_utils
Run Formatter Black Check
bash ./scripts/devops/ci/ci_formatter_black.sh \
--check \
--diff \
--color \
--verbose \
common_utils
Run Formatter Isort Check
bash ./scripts/devops/ci/ci_formatter_isort.sh \
--check \
--diff \
--color \
--verbose \
common_utils
Run MyPy Type Check
bash ./scripts/devops/ci/ci_typing_mypy.sh \
--config-file=pyproject.toml \
common_utils \
| tee mypy_results.log
Run Unit Test
Run Integration Test
Run System Test
Run Acceptance Test
https://madewithml.com/courses/mlops/testing/
Run Data Test (Great Expectations)
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