export PYENV_ROOT=$(HOME)/.pyenv
export PATH := $(PYENV_ROOT)/bin:$(PATH)
PYTHON_VERSION ?= 3.10.12
CONDA_ENV=dev_env_pipeline

.PHONY: init
init: dev-conda

.PHONY: dev-conda
dev-conda:
	# conda deactivate || echo "Not in conda environment"
	# conda remove --name ${CONDA_ENV} --all -y || echo "No environment created previously"
	conda create --name ${CONDA_ENV} python=$(PYTHON_VERSION) -y
	conda init bash
	conda run -v -n ${CONDA_ENV} pip install --upgrade pip
	conda run -v -n ${CONDA_ENV} pip install -r src/pipeline/requirements/training/requirements-dev.txt
	conda run -v -n ${CONDA_ENV} pip install -r src/pipeline/requirements/version_control/requirements.txt
	conda run -v -n ${CONDA_ENV} pre-commit install
	conda run -v -n ${CONDA_ENV} pip install ipykernel
	echo "TO ACTIVATE ENVIRONMENT, USE THE FOLLOWING COMMAND"
	echo "conda activate ${CONDA_ENV}"


.PHONY: dev-pyenv
dev-pyenv:
	curl https://pyenv.run | bash || echo "Pyenv - Already installed"
	pyenv install ${PYTHON_VERSION} || echo "Python version already installed"
	pyenv global ${PYTHON_VERSION}
	python3 -m venv .dev_env_pipeline
	. .dev_env_pipeline/bin/activate && pip install --upgrade pip && pip install -r src/pipeline/requirements/training/requirements-dev.txt && pip install -r src/pipeline/requirements/version_control/requirements.txt && pre-commit install
	echo "TO ACTIVATE ENVIRONMENT, USE THE FOLLOWING COMMAND"
	echo "source .dev_env_pipeline/bin/activate"

.PHONY: dvc-init
dvc-init:
	. .dev_env_pipeline/bin/activate && dvc init --subdir