Makefile

default: pylint

pylint:
	find . -iname "*.py" -not -path "./tests/*" | xargs -n1 -I {}  pylint --output-format=colorized {}; true
# ----------------------------------
#         LOCAL SET UP
# ----------------------------------

run_locally:
	@python -W ignore -m SimpleTaxiFare.trainer

install_requirements:
	@pip install -r requirements.txt

# ----------------------------------
#    LOCAL INSTALL COMMANDS
# ----------------------------------
install:
	@pip install . -U


clean:
	@rm -fr */__pycache__
	@rm -fr __init__.py
	@rm -fr build
	@rm -fr dist
	@rm -fr SimpleTaxiFare-*.dist-info
	@rm -fr SimpleTaxiFare.egg-info
	-@rm model.joblib


### GCP configuration - - - - - - - - - - - - - - - - - - -

# /!\ you should fill these according to your account

### GCP Project - - - - - - - - - - - - - - - - - - - - - -

# not required here
PROJECT_ID=crypto-resolver-307909

### GCP Storage - - - - - - - - - - - - - - - - - - - - - -

BUCKET_NAME= 'wagon-mln-ndabagera'

##### Data  - - - - - - - - - - - - - - - - - - - - - - - -

# not required here

##### Training  - - - - - - - - - - - - - - - - - - - - - -

# will store the packages uploaded to GCP for the training
BUCKET_TRAINING_FOLDER = 'trainings'

##### Model - - - - - - - - - - - - - - - - - - - - - - - -

# not required here

### GCP AI Platform - - - - - - - - - - - - - - - - - - - -

##### Machine configuration - - - - - - - - - - - - - - - -

REGION=europe-west1

PYTHON_VERSION=3.7
FRAMEWORK=scikit-learn
RUNTIME_VERSION=2.4

##### Package params  - - - - - - - - - - - - - - - - - - -

PACKAGE_NAME=TaxiFareModelAdvanced
FILENAME=trainer

##### Job - - - - - - - - - - - - - - - - - - - - - - - - -

JOB_NAME=taxi_fare_training_pipeline_$(shell date +'%Y%m%d_%H%M%S')


run_locally:
	@python -m ${PACKAGE_NAME}.${FILENAME}

gcp_submit_training:
	gcloud ai-platform jobs submit training ${JOB_NAME} \
		--job-dir gs://${BUCKET_NAME}/${BUCKET_TRAINING_FOLDER} \
		--package-path ${PACKAGE_NAME} \
		--module-name ${PACKAGE_NAME}.${FILENAME} \
		--python-version=${PYTHON_VERSION} \
		--runtime-version=${RUNTIME_VERSION} \
		--region ${REGION} \
		--stream-logs

clean:
	@rm -f */version.txt
	@rm -f .coverage
	@rm -fr */__pycache__ __pycache__
	@rm -fr build dist *.dist-info *.egg-info
	@rm -fr */*.pyc


## uvicorn
run_api:
	uvicorn api.fast:app --reload