ml_pipeline_cookiecutter/{{cookiecutter.project_name}}/Makefile

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893 B
Makefile

APP_NAME={{cookiecutter.module_name}}
PYTHON=.venv/bin/python3
INTERPRETER=/usr/bin/python3
.PHONY: help test
all: help
init: ## create a venv
$(INTERPRETER) -m venv .venv
cp .env.example .env
install:
$(PYTHON) -m pip install -r requirements.txt
data: ## download the mnist data
$(PYTHON) -m $(APP_NAME) data:download
run: ## run the pipeline (train)
$(PYTHON) -m $(APP_NAME) pipeline:train
serve: ## start fastapi uvicorn server
$(PYTHON) -m $(APP_NAME) app:serve
docs: ## serve the mdbook docs directory
mdbook serve docs
test: ## run pytest tests
$(PYTHON) -m pytest
test-watch: ## run pytest on .py changes
find . -iname "*.py" | entr -c $(PYTHON) -m pytest
help: ## display this help message
@echo "available commands:"
@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36mmake %-30s\033[0m %s\n", $$1, $$2}'