init

{{cookiecutter.project_slug}}/Makefile

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+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}'