Makefile

.PHONY: all clean test

IRIS_URL = "https://archive.ics.uci.edu/ml/machine-learning-databases/iris/iris.data"

all: reports/figures/exploratory.png models/random_forest.model

clean:
	rm -f data/raw/*.csv
	rm -f data/processed/*.pickle
	rm -f data/processed/*.xlsx
	rm -f reports/figures/*.png
	rm -f models/*.model

data/raw/iris.csv:
	python src/data/download.py $(IRIS_URL) $@
	
data/processed/processed.pickle: data/raw/iris.csv
		python src/data/preprocess.py $< $@ --excel data/processed/processed.xlsx
	
reports/figures/exploratory.png: data/processed/processed.pickle
	python src/visualization/exploratory.py $< $@


test: all
	pytest src

models/random_forest.model: data/processed/processed.pickle
	python src/models/train_model.py $< $@