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Makefile
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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 format-go
lint: lint-python lint-java lint-go
test: test-python test-java test-go
protos: compile-protos-go compile-protos-python compile-protos-docs
build: protos build-java build-docker
# Python SDK
install-python-ci-dependencies: install-go-proto-dependencies install-go-ci-dependencies
cd sdk/python && python -m piptools sync requirements/py$(PYTHON)-ci-requirements.txt
cd sdk/python && COMPILE_GO=true python setup.py develop
lock-python-ci-dependencies:
cd sdk/python && python -m piptools compile -U --extra ci --output-file requirements/py$(PYTHON)-ci-requirements.txt
package-protos:
cp -r ${ROOT_DIR}/protos ${ROOT_DIR}/sdk/python/feast/protos
compile-protos-python:
cd sdk/python && python setup.py build_python_protos
install-python:
cd sdk/python && python -m piptools sync requirements/py$(PYTHON)-requirements.txt
cd sdk/python && python setup.py develop
lock-python-dependencies:
cd sdk/python && python -m piptools compile -U --output-file 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:
FEAST_USAGE=False IS_TEST=True python -m pytest -n 8 sdk/python/tests
test-python-integration:
FEAST_USAGE=False IS_TEST=True python -m pytest -n 8 --integration sdk/python/tests
test-python-integration-container:
FEAST_USAGE=False IS_TEST=True FEAST_LOCAL_ONLINE_CONTAINER=True python -m pytest -n 8 --integration sdk/python/tests
test-python-universal-contrib:
PYTHONPATH='.' FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.contrib_repo_configuration FEAST_USAGE=False IS_TEST=True python -m pytest -n 8 --integration --universal sdk/python/tests
test-python-universal-postgres:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.postgres_repo_configuration \
FEAST_USAGE=False \
IS_TEST=True \
python -m pytest --integration --universal \
-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" \
sdk/python/tests
test-python-universal-local:
FEAST_USAGE=False IS_TEST=True FEAST_IS_LOCAL_TEST=True python -m pytest -n 8 --integration --universal sdk/python/tests
test-python-universal:
FEAST_USAGE=False IS_TEST=True python -m pytest -n 8 --integration --universal sdk/python/tests
test-python-go-server: compile-go-lib
FEAST_USAGE=False IS_TEST=True FEAST_GO_FEATURE_RETRIEVAL=True pytest --integration --goserver sdk/python/tests
format-python:
# Sort
cd ${ROOT_DIR}/sdk/python; python -m isort feast/ tests/
# Format
cd ${ROOT_DIR}/sdk/python; python -m black --target-version py37 feast tests
lint-python:
cd ${ROOT_DIR}/sdk/python; python -m mypy
cd ${ROOT_DIR}/sdk/python; python -m isort feast/ tests/ --check-only
cd ${ROOT_DIR}/sdk/python; python -m flake8 feast/ tests/
cd ${ROOT_DIR}/sdk/python; python -m black --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 --universal tests/
kill-trino-locally:
cd ${ROOT_DIR}; docker stop trino
# Go SDK & embedded
install-go-proto-dependencies:
go install google.golang.org/protobuf/cmd/[email protected]
go install google.golang.org/grpc/cmd/[email protected]
install-go-ci-dependencies:
# ToDo: currently gopy installation doesn't work w/o explicit go get in the next line
# ToDo: there should be a better way to install gopy
go get github.com/go-python/gopy
go install golang.org/x/tools/cmd/goimports
go install github.com/go-python/gopy
python -m pip install pybindgen==0.22.0
install-protoc-dependencies:
pip install grpcio-tools==1.44.0 mypy-protobuf==3.1.0
compile-protos-go: install-go-proto-dependencies install-protoc-dependencies
cd sdk/python && python setup.py build_go_protos
compile-go-lib: install-go-proto-dependencies install-go-ci-dependencies
cd sdk/python && COMPILE_GO=True python setup.py build_ext --inplace
# Needs feast package to setup the feature store
test-go: compile-protos-go
pip install -e "sdk/python[ci]"
go test ./...
format-go:
gofmt -s -w go/
lint-go: compile-protos-go
go vet ./go/internal/feast ./go/embedded
# Docker
build-docker: build-ci-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)
# TODO(adchia): consider removing. This doesn't run successfully right now
build-ci-docker:
docker build -t $(REGISTRY)/feast-ci:$(VERSION) -f infra/docker/ci/Dockerfile .
push-feature-server-python-aws-docker:
docker push $(REGISTRY)/feature-server-python-aws:$$VERSION
build-feature-server-python-aws-docker:
docker build --build-arg VERSION=$$VERSION \
-t $(REGISTRY)/feature-server-python-aws:$$VERSION \
-f sdk/python/feast/infra/feature_servers/aws_lambda/Dockerfile .
push-feature-transformation-server-docker:
docker push $(REGISTRY)/feature-transformation-server:$(VERSION)
build-feature-transformation-server-docker:
docker build --build-arg VERSION=$(VERSION) \
-t $(REGISTRY)/feature-transformation-server:$(VERSION) \
-f sdk/python/feast/infra/transformation_servers/Dockerfile .
push-feature-server-java-docker:
docker push $(REGISTRY)/feature-server-java:$(VERSION)
build-feature-server-java-docker:
docker build --build-arg VERSION=$(VERSION) \
-t $(REGISTRY)/feature-server-java:$(VERSION) \
-f java/infra/docker/feature-server/Dockerfile .
# Documentation
install-dependencies-proto-docs:
cd ${ROOT_DIR}/protos;
mkdir -p $$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