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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))))
# install tools in project (tool) dir to not pollute the system
TOOL_DIR := $(ROOT_DIR)/tools
export GOBIN=$(TOOL_DIR)/bin
export PATH := $(TOOL_DIR)/bin:$(PATH)
MVN := mvn -f java/pom.xml ${MAVEN_EXTRA_OPTS}
OS := linux
ifeq ($(shell uname -s), Darwin)
OS = osx
endif
TRINO_VERSION ?= 376
PYTHON_VERSION = ${shell python --version | grep -Eo '[0-9]\.[0-9]+'}
PYTHON_VERSIONS := 3.9 3.10 3.11
define get_env_name
$(subst .,,py$(1))
endef
# General
$(TOOL_DIR):
mkdir -p $@/bin
format: format-python format-java
lint: lint-python lint-java
test: test-python-unit test-java
protos: compile-protos-python compile-protos-docs
build: protos build-java build-docker
# Python SDK - local
# formerly install-python-ci-dependencies-uv-venv
# editable install
install-python-dependencies-dev:
uv pip sync --require-hashes sdk/python/requirements/py$(PYTHON_VERSION)-ci-requirements.txt
uv pip install --no-deps -e .
install-python-dependencies-minimal:
uv pip sync --require-hashes sdk/python/requirements/py$(PYTHON_VERSION)-minimal-requirements.txt
uv pip install --no-deps -e .[minimal]
# Python SDK - system
# the --system flag installs dependencies in the global python context
# instead of a venv which is useful when working in a docker container or ci.
# Used in github actions/ci
# formerly install-python-ci-dependencies-uv
install-python-dependencies-ci:
uv pip sync --system sdk/python/requirements/py$(PYTHON_VERSION)-ci-requirements.txt
uv pip install --system --no-deps -e .
# Used by multicloud/Dockerfile.dev
install-python-ci-dependencies:
python -m piptools sync sdk/python/requirements/py$(PYTHON_VERSION)-ci-requirements.txt
pip install --no-deps -e .
# Currently used in test-end-to-end.sh
install-python:
python -m piptools sync sdk/python/requirements/py$(PYTHON_VERSION)-requirements.txt
python setup.py develop
lock-python-dependencies-all:
# Remove all existing requirements because we noticed the lock file is not always updated correctly.
# Removing and running the command again ensures that the lock file is always up to date.
rm -rf sdk/python/requirements/* 2>/dev/null || true
pixi run --environment $(call get_env_name,3.11) --manifest-path infra/scripts/pixi/pixi.toml \
"uv pip compile -p 3.11 --no-strip-extras setup.py --extra addtl-sources \
--generate-hashes --output-file sdk/python/requirements/py3.11-addtl-sources-requirements.txt"
pixi run --environment $(call get_env_name,3.11) --manifest-path infra/scripts/pixi/pixi.toml \
"uv pip compile -p 3.11 --no-strip-extras setup.py --extra pandas-build \
--generate-hashes --output-file sdk/python/requirements/py3.11-pandas-requirements.txt"
pixi run --environment $(call get_env_name,3.11) --manifest-path infra/scripts/pixi/pixi.toml \
"uv pip compile -p 3.11 --no-strip-extras setup.py --extra minimal-sdist-build \
--no-emit-package milvus-lite \
--no-emit-package psycopg-binary \
--output-file sdk/python/requirements/py3.11-sdist-requirements.txt"
$(foreach ver,$(PYTHON_VERSIONS),\
pixi run --environment $(call get_env_name,$(ver)) --manifest-path infra/scripts/pixi/pixi.toml \
"uv pip compile -p $(ver) --no-strip-extras setup.py --extra minimal \
--generate-hashes --output-file sdk/python/requirements/py$(ver)-minimal-requirements.txt" && \
pixi run --environment $(call get_env_name,$(ver)) --manifest-path infra/scripts/pixi/pixi.toml \
"uv pip compile -p $(ver) --no-strip-extras setup.py --extra ci \
--generate-hashes --output-file sdk/python/requirements/py$(ver)-ci-requirements.txt" && \
pixi run --environment $(call get_env_name,$(ver)) --manifest-path infra/scripts/pixi/pixi.toml \
"uv pip compile -p $(ver) --no-strip-extras setup.py \
--generate-hashes --output-file sdk/python/requirements/py$(ver)-requirements.txt" && \
) true
compile-protos-python:
python infra/scripts/generate_protos.py
benchmark-python:
IS_TEST=True python -m pytest --integration --benchmark --benchmark-autosave --benchmark-save-data sdk/python/tests
benchmark-python-local:
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 --tb=short -v -n 8 --integration --color=yes --durations=10 --timeout=1200 --timeout_method=thread --dist loadgroup \
-k "(not snowflake or not test_historical_features_main)" \
-m "not rbac_remote_integration_test" \
--log-cli-level=INFO -s \
sdk/python/tests
test-python-integration-local:
FEAST_IS_LOCAL_TEST=True \
FEAST_LOCAL_ONLINE_CONTAINER=True \
python -m pytest --tb=short -v -n 8 --color=yes --integration --durations=10 --timeout=1200 --timeout_method=thread --dist loadgroup \
-k "not test_lambda_materialization and not test_snowflake_materialization" \
-m "not rbac_remote_integration_test" \
--log-cli-level=INFO -s \
sdk/python/tests
test-python-integration-rbac-remote:
FEAST_IS_LOCAL_TEST=True \
FEAST_LOCAL_ONLINE_CONTAINER=True \
python -m pytest --tb=short -v -n 8 --color=yes --integration --durations=10 --timeout=1200 --timeout_method=thread --dist loadgroup \
-k "not test_lambda_materialization and not test_snowflake_materialization" \
-m "rbac_remote_integration_test" \
--log-cli-level=INFO -s \
sdk/python/tests
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 and \
not test_historical_features_persisting and \
not validation and \
not test_feature_service_logging" \
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-int-bucket \
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_snowflake and \
not test_spark" \
sdk/python/tests
test-python-universal-clickhouse-offline:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.clickhouse_repo_configuration \
PYTEST_PLUGINS=sdk.python.feast.infra.offline_stores.contrib.clickhouse_offline_store.tests \
python -m pytest -v -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_snowflake and \
not test_spark" \
sdk/python/tests
test-python-universal-postgres-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.postgres_online_store.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.postgres_online_store.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_validation and \
not test_spark_materialization_consistency and \
not test_historical_features_containing_backfills and \
not test_snowflake" \
sdk/python/tests
test-python-universal-mysql-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.mysql_online_store.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.cassandra_online_store.cassandra_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.cassandra \
python -m pytest -x --integration \
sdk/python/tests/integration/offline_store/test_feature_logging.py \
--ignore=sdk/python/tests/integration/offline_store/test_validation.py \
-k "not test_snowflake and \
not test_spark_materialization_consistency and \
not test_universal_materialization"
test-python-universal-hazelcast:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.hazelcast_online_store.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.cassandra_online_store.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-elasticsearch-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.elasticsearch_online_store.elasticsearch_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.elasticsearch \
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-milvus-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.milvus_online_store.milvus_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.milvus \
python -m pytest -n 8 --integration \
-k "test_retrieve_online_milvus_documents" \
sdk/python/tests --ignore=sdk/python/tests/integration/offline_store/test_dqm_validation.py
test-python-universal-singlestore-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.singlestore_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.singlestore \
python -m pytest -n 8 --integration \
-k "not test_universal_cli and \
not gcs_registry and \
not s3_registry and \
not test_snowflake" \
sdk/python/tests
test-python-universal-qdrant-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.qdrant_online_store.qdrant_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.qdrant \
python -m pytest -n 8 --integration \
-k "test_retrieve_online_documents" \
sdk/python/tests/integration/online_store/test_universal_online.py
# To use Couchbase as an offline store, you need to create an Couchbase Capella Columnar cluster on cloud.couchbase.com.
# Modify environment variables COUCHBASE_COLUMNAR_CONNECTION_STRING, COUCHBASE_COLUMNAR_USER, and COUCHBASE_COLUMNAR_PASSWORD
# with the details from your Couchbase Columnar Cluster.
test-python-universal-couchbase-offline:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.couchbase_columnar_repo_configuration \
PYTEST_PLUGINS=feast.infra.offline_stores.contrib.couchbase_offline_store.tests \
COUCHBASE_COLUMNAR_CONNECTION_STRING=couchbases://<connection_string> \
COUCHBASE_COLUMNAR_USER=username \
COUCHBASE_COLUMNAR_PASSWORD=password \
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_snowflake and \
not test_universal_types" \
sdk/python/tests
test-python-universal-couchbase-online:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.couchbase_online_store.couchbase_repo_configuration \
PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.couchbase \
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:
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 IS_TEST=True python -m pytest --integration tests/
kill-trino-locally:
cd ${ROOT_DIR}; docker stop trino
# Docker
build-docker: build-feature-server-docker build-feature-transformation-server-docker build-feature-server-java-docker build-feast-operator-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 \
-t $(REGISTRY)/feature-server:$(VERSION) \
-f sdk/python/feast/infra/feature_servers/multicloud/Dockerfile \
--load sdk/python/feast/infra/feature_servers/multicloud
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 .
push-feast-operator-docker:
cd infra/feast-operator && \
IMAGE_TAG_BASE=$(REGISTRY)/feast-operator \
VERSION=$(VERSION) \
$(MAKE) docker-push
build-feast-operator-docker:
cd infra/feast-operator && \
IMAGE_TAG_BASE=$(REGISTRY)/feast-operator \
VERSION=$(VERSION) \
$(MAKE) docker-build
# Dev images
build-feature-server-dev:
docker buildx build \
-t feastdev/feature-server:dev \
-f sdk/python/feast/infra/feature_servers/multicloud/Dockerfile.dev --load .
build-feature-server-dev-docker:
docker buildx build \
-t $(REGISTRY)/feature-server:$(VERSION) \
-f sdk/python/feast/infra/feature_servers/multicloud/Dockerfile.dev --load .
push-feature-server-dev-docker:
docker push $(REGISTRY)/feature-server:$(VERSION)
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: these require 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
format-ui:
cd $(ROOT_DIR)/ui && NPM_TOKEN= yarn install && NPM_TOKEN= yarn format
# Go SDK & embedded
PB_REL = https://github.com/protocolbuffers/protobuf/releases
PB_VERSION = 3.11.2
PB_ARCH := $(shell uname -m)
ifeq ($(PB_ARCH), arm64)
PB_ARCH=aarch_64
endif
PB_PROTO_FOLDERS=core registry serving types storage
$(TOOL_DIR)/protoc-$(PB_VERSION)-$(OS)-$(PB_ARCH).zip: $(TOOL_DIR)
cd $(TOOL_DIR) && \
curl -LO $(PB_REL)/download/v$(PB_VERSION)/protoc-$(PB_VERSION)-$(OS)-$(PB_ARCH).zip
.PHONY: install-go-proto-dependencies
install-go-proto-dependencies: $(TOOL_DIR)/protoc-$(PB_VERSION)-$(OS)-$(PB_ARCH).zip
unzip -u $(TOOL_DIR)/protoc-$(PB_VERSION)-$(OS)-$(PB_ARCH).zip -d $(TOOL_DIR)
go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.31.0
go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@v1.3.0
.PHONY: compile-protos-go
compile-protos-go: install-go-proto-dependencies
$(foreach folder,$(PB_PROTO_FOLDERS), \
protoc --proto_path=$(ROOT_DIR)/protos \
--go_out=$(ROOT_DIR)/go/protos \
--go_opt=module=github.com/feast-dev/feast/go/protos \
--go-grpc_out=$(ROOT_DIR)/go/protos \
--go-grpc_opt=module=github.com/feast-dev/feast/go/protos $(ROOT_DIR)/protos/feast/$(folder)/*.proto; ) true
#install-go-ci-dependencies:
# go install golang.org/x/tools/cmd/goimports
# python -m pip install "pybindgen==0.22.1" "grpcio-tools>=1.56.2,<2" "mypy-protobuf>=3.1"
.PHONY: build-go
build-go: compile-protos-go
go build -o feast ./go/main.go
.PHONY: install-feast-ci-locally
install-feast-ci-locally:
uv pip install -e ".[ci]"
.PHONY: test-go
test-go: compile-protos-go install-feast-ci-locally compile-protos-python
CGO_ENABLED=1 go test -coverprofile=coverage.out ./... && go tool cover -html=coverage.out -o coverage.html
.PHONY: format-go
format-go:
gofmt -s -w go/
.PHONY: lint-go
lint-go: compile-protos-go
go vet ./go/internal/feast
.PHONY: build-go-docker-dev
build-go-docker-dev:
docker buildx build --build-arg VERSION=dev \
-t feastdev/feature-server-go:dev \
-f go/infra/docker/feature-server/Dockerfile --load .