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#
# Copyright 2019 The Feast Authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
ROOT_DIR := $(shell dirname $(realpath $(firstword $(MAKEFILE_LIST))))
MVN := mvn -f java/pom.xml ${MAVEN_EXTRA_OPTS}
OS := linux
ifeq ($(shell uname -s), Darwin)
OS = osx
endif
TRINO_VERSION ?= 376
# General
format: format-python format-java
lint: lint-python lint-java
test: test-python-unit test-java
protos: compile-protos-python compile-protos-docs
build: protos build-java build-docker
# Python SDK
install-python-ci-dependencies:
python -m piptools sync sdk/python/requirements/py$(PYTHON)-ci-requirements.txt
pip install --no-deps -e .
python setup.py build_python_protos --inplace
lock-python-ci-dependencies:
python -m piptools compile -U --extra ci --output-file sdk/python/requirements/py$(PYTHON)-ci-requirements.txt
package-protos:
cp -r ${ROOT_DIR}/protos ${ROOT_DIR}/sdk/python/feast/protos
compile-protos-python:
python setup.py build_python_protos --inplace
install-python:
python -m piptools sync sdk/python/requirements/py$(PYTHON)-requirements.txt
python setup.py develop
lock-python-dependencies:
python -m piptools compile -U --output-file sdk/python/requirements/py$(PYTHON)-requirements.txt
benchmark-python:
FEAST_USAGE=False IS_TEST=True python -m pytest --integration --benchmark --benchmark-autosave --benchmark-save-data sdk/python/tests
benchmark-python-local:
FEAST_USAGE=False IS_TEST=True FEAST_IS_LOCAL_TEST=True python -m pytest --integration --benchmark --benchmark-autosave --benchmark-save-data sdk/python/tests
test-python-unit:
python -m pytest -n 8 --color=yes sdk/python/tests
test-python-integration:
python -m pytest -n 8 --integration -k "not minio_registry" --color=yes --durations=5 --timeout=1200 --timeout_method=thread sdk/python/tests
test-python-integration-local:
@(docker info > /dev/null 2>&1 && \
FEAST_IS_LOCAL_TEST=True \
FEAST_LOCAL_ONLINE_CONTAINER=True \
python -m pytest -n 8 --color=yes --integration \
-k "not gcs_registry and \
not s3_registry and \
not test_lambda_materialization and \
not test_snowflake_materialization" \
sdk/python/tests \
) || echo "This script uses Docker, and it isn't running - please start the Docker Daemon and try again!";
test-python-integration-container:
@(docker info > /dev/null 2>&1 && \
FEAST_LOCAL_ONLINE_CONTAINER=True \
python -m pytest -n 8 --integration sdk/python/tests \
) || echo "This script uses Docker, and it isn't running - please start the Docker Daemon and try again!";
test-python-universal-spark:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.spark_repo_configuration \
PYTEST_PLUGINS=feast.infra.offline_stores.contrib.spark_offline_store.tests \
python -m pytest -n 8 --integration \
-k "not test_historical_retrieval_fails_on_validation and \
not test_historical_retrieval_with_validation and \
not test_historical_features_persisting and \
not test_historical_retrieval_fails_on_validation and \
not test_universal_cli and \
not test_go_feature_server and \
not test_feature_logging and \
not test_reorder_columns and \
not test_logged_features_validation and \
not test_lambda_materialization_consistency and \
not test_offline_write and \
not test_push_features_to_offline_store.py and \
not gcs_registry and \
not s3_registry and \
not test_universal_types and \
not test_snowflake" \
sdk/python/tests
test-python-universal-trino:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.trino_repo_configuration \
PYTEST_PLUGINS=feast.infra.offline_stores.contrib.trino_offline_store.tests \
python -m pytest -n 8 --integration \
-k "not test_historical_retrieval_fails_on_validation and \
not test_historical_retrieval_with_validation and \
not test_historical_features_persisting and \
not test_historical_retrieval_fails_on_validation and \
not test_universal_cli and \
not test_go_feature_server and \
not test_feature_logging and \
not test_reorder_columns and \
not test_logged_features_validation and \
not test_lambda_materialization_consistency and \
not test_offline_write and \
not test_push_features_to_offline_store.py and \
not gcs_registry and \
not s3_registry and \
not test_universal_types and \
not test_snowflake" \
sdk/python/tests
# Note: to use this, you'll need to have Microsoft ODBC 17 installed.
# See https://docs.microsoft.com/en-us/sql/connect/odbc/linux-mac/install-microsoft-odbc-driver-sql-server-macos?view=sql-server-ver15#17
test-python-universal-mssql:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.mssql_repo_configuration \
PYTEST_PLUGINS=feast.infra.offline_stores.contrib.mssql_offline_store.tests \
FEAST_LOCAL_ONLINE_CONTAINER=True \
python -m pytest -n 8 --integration \
-k "not gcs_registry and \
not s3_registry and \
not test_lambda_materialization and \
not test_snowflake" \
sdk/python/tests
# To use Athena as an offline store, you need to create an Athena database and an S3 bucket on AWS.
# https://docs.aws.amazon.com/athena/latest/ug/getting-started.html
# Modify environment variables ATHENA_REGION, ATHENA_DATA_SOURCE, ATHENA_DATABASE, ATHENA_WORKGROUP or
# ATHENA_S3_BUCKET_NAME according to your needs. If tests fail with the pytest -n 8 option, change the number to 1.
test-python-universal-athena:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.athena_repo_configuration \
PYTEST_PLUGINS=feast.infra.offline_stores.contrib.athena_offline_store.tests \
ATHENA_REGION=ap-northeast-2 \
ATHENA_DATA_SOURCE=AwsDataCatalog \
ATHENA_DATABASE=default \
ATHENA_WORKGROUP=primary \
ATHENA_S3_BUCKET_NAME=feast-integration-tests \
python -m pytest -n 8 --integration \
-k "not test_go_feature_server and \
not test_logged_features_validation and \
not test_lambda and \
not test_feature_logging and \
not test_offline_write and \
not test_push_offline and \
not test_historical_retrieval_with_validation and \
not test_historical_features_persisting and \
not test_historical_retrieval_fails_on_validation and \
not gcs_registry and \
not s3_registry and \
not test_snowflake" \
sdk/python/tests
test-python-universal-postgres-offline:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.postgres_repo_configuration \
PYTEST_PLUGINS=sdk.python.feast.infra.offline_stores.contrib.postgres_offline_store.tests \
python -m pytest -n 8 --integration \
-k "not test_historical_retrieval_with_validation and \
not test_historical_features_persisting and \
not test_universal_cli and \
not test_go_feature_server and \
not test_feature_logging and \
not test_reorder_columns and \
not test_logged_features_validation and \
not test_lambda_materialization_consistency and \
not test_offline_write and \
not test_push_features_to_offline_store and \
not gcs_registry and \
not s3_registry and \
not test_universal_types" \
sdk/python/tests
test-python-universal-postgres-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.contrib.postgres_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.postgres \
python -m pytest -n 8 --integration \
-k "not test_universal_cli and \
not test_go_feature_server and \
not test_feature_logging and \
not test_reorder_columns and \
not test_logged_features_validation and \
not test_lambda_materialization_consistency and \
not test_offline_write and \
not test_push_features_to_offline_store and \
not gcs_registry and \
not s3_registry and \
not test_universal_types and \
not test_snowflake" \
sdk/python/tests
test-python-universal-pgvector-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.contrib.pgvector_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.postgres \
python -m pytest -n 8 --integration \
-k "not test_universal_cli and \
not test_go_feature_server and \
not test_feature_logging and \
not test_reorder_columns and \
not test_logged_features_validation and \
not test_lambda_materialization_consistency and \
not test_offline_write and \
not test_push_features_to_offline_store and \
not gcs_registry and \
not s3_registry and \
not test_universal_types and \
not test_snowflake" \
sdk/python/tests
test-python-universal-mysql-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.contrib.mysql_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.mysql \
python -m pytest -n 8 --integration \
-k "not test_universal_cli and \
not test_go_feature_server and \
not test_feature_logging and \
not test_reorder_columns and \
not test_logged_features_validation and \
not test_lambda_materialization_consistency and \
not test_offline_write and \
not test_push_features_to_offline_store and \
not gcs_registry and \
not s3_registry and \
not test_universal_types and \
not test_snowflake" \
sdk/python/tests
test-python-universal-cassandra:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.contrib.cassandra_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.cassandra \
python -m pytest -x --integration \
sdk/python/tests
test-python-universal-hazelcast:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.contrib.hazelcast_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.hazelcast \
python -m pytest -n 8 --integration \
-k "not test_universal_cli and \
not test_go_feature_server and \
not test_feature_logging and \
not test_reorder_columns and \
not test_logged_features_validation and \
not test_lambda_materialization_consistency and \
not test_offline_write and \
not test_push_features_to_offline_store and \
not gcs_registry and \
not s3_registry and \
not test_universal_types and \
not test_snowflake" \
sdk/python/tests
test-python-universal-cassandra-no-cloud-providers:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.contrib.cassandra_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.cassandra \
python -m pytest -x --integration \
-k "not test_lambda_materialization_consistency and \
not test_apply_entity_integration and \
not test_apply_feature_view_integration and \
not test_apply_entity_integration and \
not test_apply_feature_view_integration and \
not test_apply_data_source_integration and \
not test_nullable_online_store and \
not gcs_registry and \
not s3_registry and \
not test_snowflake" \
sdk/python/tests
test-python-universal:
python -m pytest -n 8 --integration sdk/python/tests
format-python:
cd ${ROOT_DIR}/sdk/python; python -m ruff check --fix feast/ tests/
cd ${ROOT_DIR}/sdk/python; python -m ruff format feast/ tests/
lint-python:
cd ${ROOT_DIR}/sdk/python; python -m mypy feast
cd ${ROOT_DIR}/sdk/python; python -m ruff check feast/ tests/
cd ${ROOT_DIR}/sdk/python; python -m ruff format --check feast/ tests
# Java
install-java-ci-dependencies:
${MVN} verify clean --fail-never
format-java:
${MVN} spotless:apply
lint-java:
${MVN} --no-transfer-progress spotless:check
test-java:
${MVN} --no-transfer-progress -DskipITs=true test
test-java-integration:
${MVN} --no-transfer-progress -Dmaven.javadoc.skip=true -Dgpg.skip -DskipUTs=true clean verify
test-java-with-coverage:
${MVN} --no-transfer-progress -DskipITs=true test jacoco:report-aggregate
build-java:
${MVN} clean verify
build-java-no-tests:
${MVN} --no-transfer-progress -Dmaven.javadoc.skip=true -Dgpg.skip -DskipUTs=true -DskipITs=true -Drevision=${REVISION} clean package
# Trino plugin
start-trino-locally:
cd ${ROOT_DIR}; docker run --detach --rm -p 8080:8080 --name trino -v ${ROOT_DIR}/sdk/python/feast/infra/offline_stores/contrib/trino_offline_store/test_config/properties/:/etc/catalog/:ro trinodb/trino:${TRINO_VERSION}
sleep 15
test-trino-plugin-locally:
cd ${ROOT_DIR}/sdk/python; FULL_REPO_CONFIGS_MODULE=feast.infra.offline_stores.contrib.trino_offline_store.test_config.manual_tests FEAST_USAGE=False IS_TEST=True python -m pytest --integration tests/
kill-trino-locally:
cd ${ROOT_DIR}; docker stop trino
install-protoc-dependencies:
pip install --ignore-installed protobuf==4.23.4 "grpcio-tools>=1.56.2,<2" mypy-protobuf==3.1.0
install-feast-ci-locally:
pip install -e ".[ci]"
# Docker
build-docker: build-feature-server-python-aws-docker build-feature-transformation-server-docker build-feature-server-java-docker
push-ci-docker:
docker push $(REGISTRY)/feast-ci:$(VERSION)
push-feature-server-docker:
docker push $(REGISTRY)/feature-server:$$VERSION
build-feature-server-docker:
docker buildx build --build-arg VERSION=$$VERSION \
-t $(REGISTRY)/feature-server:$$VERSION \
-f sdk/python/feast/infra/feature_servers/multicloud/Dockerfile --load .
push-feature-server-python-aws-docker:
docker push $(REGISTRY)/feature-server-python-aws:$$VERSION
build-feature-server-python-aws-docker:
docker buildx build --build-arg VERSION=$$VERSION \
-t $(REGISTRY)/feature-server-python-aws:$$VERSION \
-f sdk/python/feast/infra/feature_servers/aws_lambda/Dockerfile --load .
push-feature-transformation-server-docker:
docker push $(REGISTRY)/feature-transformation-server:$(VERSION)
build-feature-transformation-server-docker:
docker buildx build --build-arg VERSION=$(VERSION) \
-t $(REGISTRY)/feature-transformation-server:$(VERSION) \
-f sdk/python/feast/infra/transformation_servers/Dockerfile --load .
push-feature-server-java-docker:
docker push $(REGISTRY)/feature-server-java:$(VERSION)
build-feature-server-java-docker:
docker buildx build --build-arg VERSION=$(VERSION) \
-t $(REGISTRY)/feature-server-java:$(VERSION) \
-f java/infra/docker/feature-server/Dockerfile --load .
# Dev images
build-feature-server-dev:
docker buildx build --build-arg VERSION=dev \
-t feastdev/feature-server:dev \
-f sdk/python/feast/infra/feature_servers/multicloud/Dockerfile.dev --load .
build-java-docker-dev:
make build-java-no-tests REVISION=dev
docker buildx build --build-arg VERSION=dev \
-t feastdev/feature-transformation-server:dev \
-f sdk/python/feast/infra/transformation_servers/Dockerfile --load .
docker buildx build --build-arg VERSION=dev \
-t feastdev/feature-server-java:dev \
-f java/infra/docker/feature-server/Dockerfile.dev --load .
# Documentation
install-dependencies-proto-docs:
cd ${ROOT_DIR}/protos;
mkdir -p $$HOME/bin
mkdir -p $$HOME/include
go get github.com/golang/protobuf/proto && \
go get github.com/russross/blackfriday/v2 && \
cd $$(mktemp -d) && \
git clone https://github.com/istio/tools/ && \
cd tools/cmd/protoc-gen-docs && \
go build && \
cp protoc-gen-docs $$HOME/bin && \
cd $$HOME && curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v3.11.2/protoc-3.11.2-${OS}-x86_64.zip && \
unzip protoc-3.11.2-${OS}-x86_64.zip -d protoc3 && \
mv protoc3/bin/* $$HOME/bin/ && \
chmod +x $$HOME/bin/protoc && \
mv protoc3/include/* $$HOME/include
compile-protos-docs:
rm -rf $(ROOT_DIR)/dist/grpc
mkdir -p dist/grpc;
cd ${ROOT_DIR}/protos && protoc --docs_out=../dist/grpc feast/*/*.proto
build-sphinx: compile-protos-python
cd $(ROOT_DIR)/sdk/python/docs && $(MAKE) build-api-source
build-templates:
python infra/scripts/compile-templates.py
build-helm-docs:
cd ${ROOT_DIR}/infra/charts/feast; helm-docs
cd ${ROOT_DIR}/infra/charts/feast-feature-server; helm-docs
# Web UI
# Note: requires node and yarn to be installed
build-ui:
cd $(ROOT_DIR)/sdk/python/feast/ui && yarn upgrade @feast-dev/feast-ui --latest && yarn install && npm run build --omit=dev
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