ml_pipeline_cookiecutter/{{cookiecutter.project_slug}}/Makefile

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790 B
Makefile

APP_NAME=ml_pipeline
PYTHON=.venv/bin/python3
INTERPRETER=/usr/bin/python3
.PHONY: help test
all: run
init: ## create a venv
$(INTERPRETER) -m venv .venv
run: ## run the pipeline (train)
$(PYTHON) -m $(APP_NAME) pipeline:train
data: ## download the mnist data
$(PYTHON) -m $(APP_NAME) data:download
# 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
serve:
$(PYTHON) -m $(APP_NAME) app:serve
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}'