ROOT_DIR := $(shell dirname $(realpath $(firstword $(MAKEFILE_LIST))))

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

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

$(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

install-python-dependencies-dev:

uv pip sync sdk/python/requirements/py$(PYTHON_VERSION)-ci-requirements.txt

uv pip install --no-deps -e .

install-python-dependencies-ci:

uv pip sync --system sdk/python/requirements/py$(PYTHON_VERSION)-ci-requirements.txt

uv pip install --system --no-deps -e .

install-python-ci-dependencies:

python -m piptools sync sdk/python/requirements/py$(PYTHON_VERSION)-ci-requirements.txt

pip install --no-deps -e .

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

$(foreach ver,$(PYTHON_VERSIONS),\

pixi run --environment $(call get_env_name,$(ver)) --manifest-path infra/scripts/pixi/pixi.toml \

"uv pip compile -p $(ver) --system --no-strip-extras setup.py \

--output-file sdk/python/requirements/py$(ver)-requirements.txt" && \

pixi run --environment $(call get_env_name,$(ver)) --manifest-path infra/scripts/pixi/pixi.toml \

"uv pip compile -p $(ver) --system --no-strip-extras setup.py --extra ci \

--output-file sdk/python/requirements/py$(ver)-ci-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

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

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

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

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

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

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

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 .

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

build-ui:

cd $(ROOT_DIR)/sdk/python/feast/ui && yarn upgrade @feast-dev/feast-ui --latest && yarn install && npm run build --omit=dev

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

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

# 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 .