From 79a92ce56b429eb1ccadb939fad5ee9923760e6c Mon Sep 17 00:00:00 2001 From: Nathan Brake <33383515+njbrake@users.noreply.github.com> Date: Thu, 23 Jan 2025 15:04:33 -0500 Subject: [PATCH] Debugpy support for unit tests (#715) * debug tests! * Move debugpy logic into makefile --- .env.template | 2 +- .vscode/launch.json | 10 ++ Makefile | 17 +- docs/source/operations-guide/dev.md | 7 + lumigator/python/mzai/sdk/pyproject.toml | 1 + lumigator/python/mzai/sdk/uv.lock | 23 +++ pyproject.toml | 8 + uv.lock | 191 +++++++++++++++++++++++ 8 files changed, 252 insertions(+), 7 deletions(-) diff --git a/.env.template b/.env.template index c4379a4ba..eec80d5ad 100644 --- a/.env.template +++ b/.env.template @@ -42,4 +42,4 @@ RAY_DASHBOARD_PORT=${RAY_DASHBOARD_PORT:-8265} RAY_WORKER_GPUS=${RAY_WORKER_GPUS:-0} RAY_WORKER_GPUS_FRACTION=${RAY_WORKER_GPUS_FRACTION:-0} NVIDIA_VISIBLE_DEVICES=${NVIDIA_VISIBLE_DEVICES:-all} -GPU_COUNT=${GPU_COUNT:-0} \ No newline at end of file +GPU_COUNT=${GPU_COUNT:-0} diff --git a/.vscode/launch.json b/.vscode/launch.json index eebfb4666..6da197712 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -19,6 +19,16 @@ "remoteRoot": "/mzai" } ] + }, + { + "name": "Attach to Tests", + "type": "debugpy", + "request": "attach", + "justMyCode": false, + "connect": { + "host": "localhost", + "port": 5679 + } } ] } diff --git a/Makefile b/Makefile index db22d6337..280482c58 100644 --- a/Makefile +++ b/Makefile @@ -15,6 +15,11 @@ RAY_WORKER_GPUS ?= 0 RAY_WORKER_GPUS_FRACTION ?= 0.0 GPU_COMPOSE := +DEBUGPY_ARGS := +ifneq ($(shell echo $(DEBUGPY) | grep -i '^true$$'),) + DEBUGPY_ARGS := -m debugpy --listen 5679 --wait-for-client +endif + $(info RAY_WORKER_GPUS = $(RAY_WORKER_GPUS)) ifeq ($(ARCH), arm64) @@ -132,11 +137,11 @@ clean-all: clean-docker-buildcache clean-docker-containers # start them if they are not present or use the currently running ones. test-sdk-unit: cd lumigator/python/mzai/sdk/tests; \ - uv run pytest -o python_files="unit/*/test_*.py unit/test_*.py" + uv run $(DEBUGPY_ARGS) -m pytest -o python_files="unit/*/test_*.py unit/test_*.py" test-sdk-integration: cd lumigator/python/mzai/sdk/tests; \ - uv run pytest -s -o python_files="integration/test_*.py integration/*/test_*.py" + uv run $(DEBUGPY_ARGS) -m pytest -s -o python_files="integration/test_*.py integration/*/test_*.py" test-sdk-integration-containers: ifeq ($(CONTAINERS_RUNNING),) @@ -160,7 +165,7 @@ test-backend-unit: RAY_DASHBOARD_PORT=8265 \ SQLALCHEMY_DATABASE_URL=sqlite:////tmp/local.db \ PYTHONPATH=../jobs:$$PYTHONPATH \ - uv run pytest -s -o python_files="backend/tests/unit/*/test_*.py backend/tests/unit/test_*.py" + uv run $(DEBUGPY_ARGS) -m pytest -s -o python_files="backend/tests/unit/*/test_*.py backend/tests/unit/test_*.py" test-backend-integration: cd lumigator/python/mzai/backend/; \ @@ -178,7 +183,7 @@ test-backend-integration: EVALUATOR_LITE_PIP_REQS=../jobs/evaluator_lite/requirements.txt \ EVALUATOR_LITE_WORK_DIR=../jobs/evaluator_lite \ PYTHONPATH=../jobs:$$PYTHONPATH \ - uv run pytest -s -o python_files="backend/tests/integration/*/test_*.py" + uv run $(DEBUGPY_ARGS) -m pytest -s -o python_files="backend/tests/integration/*/test_*.py" test-backend-integration-containers: ifeq ($(CONTAINERS_RUNNING),) @@ -196,11 +201,11 @@ test-backend: test-backend-unit test-backend-integration-containers # with all the deps specified in their respective `requirements.txt` files. test-jobs-evaluation-unit: cd lumigator/python/mzai/jobs/evaluator_lite; \ - uv run --with pytest --with-requirements requirements.txt --isolated pytest + uv run $(DEBUGPY_ARGS) --with pytest --with-requirements requirements.txt --isolated pytest test-jobs-inference-unit: cd lumigator/python/mzai/jobs/inference; \ - uv run --with pytest --with-requirements requirements.txt --isolated pytest + uv run $(DEBUGPY_ARGS) --with pytest --with-requirements requirements.txt --isolated pytest test-jobs-unit: test-jobs-evaluation-unit test-jobs-inference-unit diff --git a/docs/source/operations-guide/dev.md b/docs/source/operations-guide/dev.md index ccfd38827..6dc7178f7 100644 --- a/docs/source/operations-guide/dev.md +++ b/docs/source/operations-guide/dev.md @@ -146,3 +146,10 @@ To fix linting issues automatically: ```console user@host:~/lumigator/lumigator/frontend$ npm run lint:fix ``` + + +### Debugging with VSCode and DebugPy + +The backend and unit tests can be debugged with VsCode using Debugpy. If you're not familiar with how debugging python in vscode works, we recommend you read VSCode's documentation [here](https://code.visualstudio.com/docs/python/debugging). When running the command `make local-up`, the backend automatically creates the debugpy listener, which you can attach to using the `Attach to Backend` Debug configuration present in the `.vscode/launch.json` file of this repo. + +Similarly, the unit tests can be debugged by adding the parameter `DEBUGPY=true` when running a make test command. For example, `make test-sdk-unit DEBUGPY=true` will run the test with the debugger and you can attach using the `Attach to Tests` Debug configuration. 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