ml_pipeline/Makefile

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PYTHON=.venv/bin/python3
.PHONY: help test
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all: run
init:
python3.9 -m virtualenv .venv
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run: ## run the pipeline (train)
$(PYTHON) src/train.py \
debug=false
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debug: ## run the pipeline (train) with debugging enabled
$(PYTHON) src/train.py \
debug=true
data: ## download the mnist data
wget https://pjreddie.com/media/files/mnist_train.csv -O data/mnist_train.csv
wget https://pjreddie.com/media/files/mnist_test.csv -O data/mnist_test.csv
test:
find . -iname "*.py" | entr -c pytest
install:
$(PYTHON) -m pip install -r requirements.txt
help: ## display this help message
@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-30s\033[0m %s\n", $$1, $$2}'
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install:
conda env updates -n ${CONDA_ENV} --file environment.yml