machine-learning/feature-store/Makefile
poetry-env-use:
poetry env use python3.12
poetry-update-lock-file:
poetry lock --no-update
poetry-install:
poetry install --no-root
feast-init:
feast init driver_features
download-driver-stats:
curl --silent --fail --show-error --location https://raw.githubusercontent.com/hongbo-miao/hm-driver-stats/main/driver_stats.parquet > features/data/driver_stats.parquet
poetry-run-test:
poetry run poe test
poetry-run-test-coverage:
poetry run poe test-coverage
poetry-run-inspect-raw-data:
poetry run poe inspect-raw-data
# Scan python files in the current directory for feature view/entity definitions, registers the objects, and deploys infrastructure.
poetry-run-feast-apply:
poetry run poe feast-apply
# Generate training data
poetry-run-generate-training-data:
poetry run poe generate-training-data
# Load features into your online store
poetry-run-materialize-features:
poetry run poe materialize-features
# Inspect materialized features
poetry-run-inspect-features:
poetry run poe inspect-features
# Fetch feature vectors for inference
poetry-run-fetch-features:
poetry run poe fetch-features
# Fetch feature vectors for inference by feature service
poetry-run-fetch-features-by-service:
poetry run poe fetch-features-by-service
poetry-run-feast-ui:
poetry run poe feast-ui