diff --git a/.devcontainer/docker-compose.override.yaml b/.devcontainer/docker-compose.override.yaml index f9b669b72..494c375d2 100644 --- a/.devcontainer/docker-compose.override.yaml +++ b/.devcontainer/docker-compose.override.yaml @@ -18,6 +18,11 @@ services: action: sync ignore: - .venv/ + - path: lumigator/python/mzai/jobs/ + target: /mzai/lumigator/python/mzai/jobs + action: sync + ignore: + - .venv/ - path: lumigator/python/mzai/schemas/ target: /mzai/lumigator/python/mzai/schemas action: sync diff --git a/.github/workflows/lumigator_pipeline.yaml b/.github/workflows/lumigator_pipeline.yaml index c2743c7d3..2f9b7cbc6 100644 --- a/.github/workflows/lumigator_pipeline.yaml +++ b/.github/workflows/lumigator_pipeline.yaml @@ -42,7 +42,7 @@ jobs: if: ${{ needs.lint.result == 'success' }} strategy: matrix: - test: ["sdk", "backend" ] + test: ["sdk", "backend", "jobs"] steps: - name: Checkout uses: actions/checkout@v4 @@ -78,10 +78,7 @@ jobs: run: make start-lumigator-build - name: Run ${{ matrix.test }} integration tests - run: make test-${{ matrix.test }}-integration-target - - - name: Run Backend integration tests - run: make test-backend-integration-target + run: make test-${{ matrix.test }}-integration - name: Collect Ray logs in case of failure if: failure() diff --git a/Makefile b/Makefile index 6f68f7d8e..a34182c14 100644 --- a/Makefile +++ b/Makefile @@ -1,4 +1,4 @@ -.PHONY: local-up local-down local-logs clean-docker-buildcache clean-docker-images clean-docker-containers start-lumigator-external-services start-lumigator stop-lumigator test-sdk-unit test-sdk-integration test-sdk-integration-target test-sdk-target test-backend-unit test-backend-integration test-backend-integration-target test-backend-target test-all-target test-% +.PHONY: local-up local-down local-logs clean-docker-buildcache clean-docker-images clean-docker-containers start-lumigator-external-services start-lumigator stop-lumigator test-sdk-unit test-sdk-integration test-sdk-integration-containers test-sdk test-backend-unit test-backend-integration test-backend-integration-containers test-backend test-jobs-evaluation-unit test-jobs-inference-unit test-jobs test-all SHELL:=/bin/bash UNAME:= $(shell uname -o) @@ -9,7 +9,7 @@ KEEP_CONTAINERS_UP := $(shell grep -E '^KEEP_CONTAINERS_UP=' .env | cut -d'=' -f KEEP_CONTAINERS_UP ?= "FALSE" -#used in docker-compose to choose the right Ray image +# used in docker-compose to choose the right Ray image ARCH := $(shell uname -m) RAY_ARCH_SUFFIX := @@ -17,6 +17,11 @@ ifeq ($(ARCH), arm64) RAY_ARCH_SUFFIX := -aarch64 endif +# lumigator runs on a set of containers (backend, ray, minio, etc). +# The following allows one to start all of them before calling a target +# (typically a test), run the target, then pull everything down afterwards. +# When testing, one can set the KEEP_CONTAINERS_UP env var to "TRUE" +# so they can check logs from the running containers. define run_with_containers @echo "No Lumigator containers are running. Starting containers..." make start-lumigator-build @@ -24,6 +29,8 @@ define run_with_containers make $(1) endef +# `run_with_existing_containers` allows one to run a target (typically +# a test) on already running containers. define run_with_existing_containers @echo "Lumigator containers are already running." @if [ -n "$(AUTO_TEST_RUN)" ]; then \ @@ -106,50 +113,68 @@ clean-docker-all: clean-docker-containers clean-docker-buildcache clean-docker-i clean-all: clean-docker-buildcache clean-docker-containers + +# SDK tests +# We have both unit and integration tests for the SDK. +# Integration tests require all containers to be up, so as a safety measure +# `test-sdk-integration-containers` is usually called and this will either +# start them if they are not present or use the currently running ones. test-sdk-unit: cd lumigator/python/mzai/sdk/tests; \ uv run pytest -o python_files="unit/*/test_*.py unit/test_*.py" -test-sdk-integration-target: +test-sdk-integration: cd lumigator/python/mzai/sdk/tests; \ uv run pytest -o python_files="integration/test_*.py integration/*/test_*.py" -test-sdk-integration: +test-sdk-integration-containers: ifeq ($(CONTAINERS_RUNNING),) - $(call run_with_containers, test-sdk-integration-target) + $(call run_with_containers, test-sdk-integration) else - $(call run_with_existing_containers, test-sdk-integration-target) + $(call run_with_existing_containers, test-sdk-integration) endif +test-sdk: test-sdk-unit test-sdk-integration-containers + + +# backend tests +# We have both unit and integration tests for the backend. +# Integration tests require all containers to be up, so as a safety measure +# `test-sdk-integration-containers` is usually called and this will either +# start them if they are not present or use the currently running ones. test-backend-unit: cd lumigator/python/mzai/backend/; \ SQLALCHEMY_DATABASE_URL=sqlite:////tmp/local.db uv run pytest -o python_files="backend/tests/unit/*/test_*.py" -test-backend-integration-target: +test-backend-integration: cd lumigator/python/mzai/backend/; \ docker container list --all; \ SQLALCHEMY_DATABASE_URL=sqlite:////tmp/local.db RAY_WORKER_GPUS="0.0" RAY_WORKER_GPUS_FRACTION="0.0" INFERENCE_PIP_REQS=../jobs/inference/requirements_cpu.txt INFERENCE_WORK_DIR=../jobs/inference EVALUATOR_PIP_REQS=../jobs/evaluator/requirements.txt EVALUATOR_WORK_DIR=../jobs/evaluator uv run pytest -s -o python_files="backend/tests/integration/*/test_*.py" -test-backend-integration: +test-backend-integration-containers: ifeq ($(CONTAINERS_RUNNING),) - $(call run_with_containers, test-backend-integration-target) + $(call run_with_containers, test-backend-integration) else - $(call run_with_existing_containers, test-backend-integration-target) + $(call run_with_existing_containers, test-backend-integration) endif -test-jobs-unit: +test-backend: test-backend-unit test-backend-integration-containers + + +# jobs tests +# We only have unit tests for jobs. They do not require any container to +# be running, but they will set up a different, volatile python environment +# with all the deps specified in their respective `requirements.txt` files. +test-jobs-evaluation-unit: cd lumigator/python/mzai/jobs/evaluator_lite; \ - uv run pytest -o python_files="evaluator_lite/tests/test_*.py" + uv run --with pytest --with-requirements requirements.txt --isolated pytest -test-sdk-target: test-sdk-unit test-sdk-integration +test-jobs-inference-unit: + cd lumigator/python/mzai/jobs/inference; \ + uv run --with pytest --with-requirements requirements.txt --isolated pytest -test-backend-target: test-backend-unit test-backend-integration test-jobs-unit +test-jobs-unit: test-jobs-evaluation-unit test-jobs-inference-unit -test-all-target: test-sdk-target test-backend-target test-jobs-unit -# Check whether there are already running containers before starting tests: -# If so, ask user if they want to proceed with the current deployment. -# If not: (1) start containers, (2) run tests, (3) tear down containers -# (regardless of tests outcome). -test-%: - $(MAKE) test-$*-target +# test everything +test-all: test-sdk test-backend test-jobs-unit diff --git a/lumigator/python/mzai/backend/uv.lock b/lumigator/python/mzai/backend/uv.lock index 64208c429..154df7590 100644 --- a/lumigator/python/mzai/backend/uv.lock +++ b/lumigator/python/mzai/backend/uv.lock @@ -185,6 +185,7 @@ dependencies = [ [package.dev-dependencies] dev = [ + { name = "debugpy" }, { name = "moto", extra = ["s3"] }, { name = "pytest" }, { name = "requests-mock" }, @@ -216,6 +217,7 @@ requires-dist = [ [package.metadata.requires-dev] dev = [ + { name = "debugpy", specifier = ">=1.8.11" }, { name = "moto", extras = ["s3"], specifier = ">=5.0,<6" }, { name = "pytest", specifier = ">=8.3.3" }, { name = "requests-mock", specifier = ">=1.12.1" }, @@ -474,6 +476,27 @@ wheels = [ { url = 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