From 23a6f5cc7aee7b3bd6d1a9e1dd3a6f779d7c708f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Fri, 6 Mar 2026 12:21:16 -0800 Subject: [PATCH 1/9] feat: add Python version matrix for Docker images Parameterize all 4 Dockerfiles with PYTHON_VERSION build arg. GPU images also accept PYTORCH_BASE to select the correct PyTorch base image per Python version. Add versioned Makefile targets: - build-all-versioned: builds 10 images (GPU 3.11/3.12, CPU 3.10-3.12) - build-wip-versioned: multi-platform push with latest alias - smoketest-versioned: verify Python version in each image GPU base image mapping: - Python 3.11: pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime - Python 3.12: pytorch/pytorch:2.10.0-cuda12.8-cudnn9-runtime --- Dockerfile | 5 +- Dockerfile-cpu | 3 +- Dockerfile-lb | 5 +- Dockerfile-lb-cpu | 3 +- Makefile | 179 ++++++++++++++++++++++++++++++++++++++++++++++ 5 files changed, 189 insertions(+), 6 deletions(-) diff --git a/Dockerfile b/Dockerfile index feebb62..cf20234 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,5 +1,6 @@ -FROM pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime -# Python 3.12 included in this PyTorch image +ARG PYTHON_VERSION=3.11 +ARG PYTORCH_BASE=pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime +FROM ${PYTORCH_BASE} WORKDIR /app diff --git a/Dockerfile-cpu b/Dockerfile-cpu index 528b82b..d75abaf 100644 --- a/Dockerfile-cpu +++ b/Dockerfile-cpu @@ -1,4 +1,5 @@ -FROM python:3.12-slim +ARG PYTHON_VERSION=3.11 +FROM python:${PYTHON_VERSION}-slim WORKDIR /app diff --git a/Dockerfile-lb b/Dockerfile-lb index 4080b7f..505d157 100644 --- a/Dockerfile-lb +++ b/Dockerfile-lb @@ -1,5 +1,6 @@ -FROM pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime -# Python 3.12 included in this PyTorch image +ARG PYTHON_VERSION=3.11 +ARG PYTORCH_BASE=pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime +FROM ${PYTORCH_BASE} WORKDIR /app diff --git a/Dockerfile-lb-cpu b/Dockerfile-lb-cpu index a984908..8c5b557 100644 --- a/Dockerfile-lb-cpu +++ b/Dockerfile-lb-cpu @@ -1,4 +1,5 @@ -FROM python:3.12-slim +ARG PYTHON_VERSION=3.11 +FROM python:${PYTHON_VERSION}-slim WORKDIR /app diff --git a/Makefile b/Makefile index 3524ac8..984979d 100644 --- a/Makefile +++ b/Makefile @@ -19,6 +19,15 @@ endif WIP_TAG ?= wip MULTI_PLATFORM := linux/amd64,linux/arm64 +# Python version matrix for multi-version builds +GPU_PYTHON_VERSIONS := 3.11 3.12 +CPU_PYTHON_VERSIONS := 3.10 3.11 3.12 +DEFAULT_PYTHON_VERSION := 3.11 + +# PyTorch base image mapping per Python version (GPU only) +PYTORCH_BASE_3.11 := pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime +PYTORCH_BASE_3.12 := pytorch/pytorch:2.10.0-cuda12.8-cudnn9-runtime + .PHONY: setup help # Check if 'uv' is installed @@ -130,6 +139,176 @@ build-wip-lb-cpu: setup # Build and push LB CPU image (multi-platform) -t $(IMAGE)-lb-cpu:$(WIP_TAG) \ . --push +# Versioned Build Targets (multi-Python-version matrix) +# GPU images: Python 3.11, 3.12 (with PyTorch base) +# CPU images: Python 3.10, 3.11, 3.12 (python:X.Y-slim) +# Tag format: py${VERSION}-${TAG} (e.g., runpod/flash:py3.11-local) + +build-gpu-versioned: setup # Build GPU images for all GPU Python versions + @pytorch_base() { \ + case "$$1" in \ + 3.11) echo "$(PYTORCH_BASE_3.11)";; \ + 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + esac; \ + }; \ + for pyver in $(GPU_PYTHON_VERSIONS); do \ + base=$$(pytorch_base $$pyver); \ + echo "Building GPU image for Python $$pyver (base: $$base)..."; \ + docker buildx build \ + --platform $(PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + --build-arg PYTORCH_BASE=$$base \ + -t $(IMAGE):py$$pyver-$(TAG) \ + . --load; \ + done + +build-cpu-versioned: setup # Build CPU images for all CPU Python versions + @for pyver in $(CPU_PYTHON_VERSIONS); do \ + echo "Building CPU image for Python $$pyver..."; \ + docker buildx build \ + --platform $(PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + -f Dockerfile-cpu \ + -t $(IMAGE)-cpu:py$$pyver-$(TAG) \ + . --load; \ + done + +build-lb-versioned: setup # Build GPU-LB images for all GPU Python versions + @pytorch_base() { \ + case "$$1" in \ + 3.11) echo "$(PYTORCH_BASE_3.11)";; \ + 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + esac; \ + }; \ + for pyver in $(GPU_PYTHON_VERSIONS); do \ + base=$$(pytorch_base $$pyver); \ + echo "Building GPU-LB image for Python $$pyver (base: $$base)..."; \ + docker buildx build \ + --platform $(PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + --build-arg PYTORCH_BASE=$$base \ + -f Dockerfile-lb \ + -t $(IMAGE)-lb:py$$pyver-$(TAG) \ + . --load; \ + done + +build-lb-cpu-versioned: setup # Build CPU-LB images for all CPU Python versions + @for pyver in $(CPU_PYTHON_VERSIONS); do \ + echo "Building CPU-LB image for Python $$pyver..."; \ + docker buildx build \ + --platform $(PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + -f Dockerfile-lb-cpu \ + -t $(IMAGE)-lb-cpu:py$$pyver-$(TAG) \ + . --load; \ + done + +build-all-versioned: # Build all 10 versioned images (GPU+CPU, QB+LB) + @echo "Building all versioned images (10 total)..." + $(MAKE) build-gpu-versioned + $(MAKE) build-cpu-versioned + $(MAKE) build-lb-versioned + $(MAKE) build-lb-cpu-versioned + @echo "All 10 versioned images built." + +# Versioned WIP Push Targets (multi-platform, requires Docker Hub push) +# Also tags DEFAULT_PYTHON_VERSION images as latest (unversioned tag) + +build-wip-versioned: setup # Build and push all versioned images (multi-platform) + @echo "Building and pushing all versioned images with tag prefix py*-$(WIP_TAG)..." + @pytorch_base() { \ + case "$$1" in \ + 3.11) echo "$(PYTORCH_BASE_3.11)";; \ + 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + esac; \ + }; \ + for pyver in $(GPU_PYTHON_VERSIONS); do \ + base=$$(pytorch_base $$pyver); \ + echo "Pushing GPU QB image for Python $$pyver..."; \ + tag_args="-t $(IMAGE):py$$pyver-$(WIP_TAG)"; \ + if [ "$$pyver" = "$(DEFAULT_PYTHON_VERSION)" ]; then \ + tag_args="$$tag_args -t $(IMAGE):$(WIP_TAG)"; \ + fi; \ + docker buildx build \ + --platform $(MULTI_PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + --build-arg PYTORCH_BASE=$$base \ + $$tag_args \ + . --push; \ + done + @for pyver in $(CPU_PYTHON_VERSIONS); do \ + echo "Pushing CPU QB image for Python $$pyver..."; \ + tag_args="-t $(IMAGE)-cpu:py$$pyver-$(WIP_TAG)"; \ + if [ "$$pyver" = "$(DEFAULT_PYTHON_VERSION)" ]; then \ + tag_args="$$tag_args -t $(IMAGE)-cpu:$(WIP_TAG)"; \ + fi; \ + docker buildx build \ + --platform $(MULTI_PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + -f Dockerfile-cpu \ + $$tag_args \ + . --push; \ + done + @pytorch_base() { \ + case "$$1" in \ + 3.11) echo "$(PYTORCH_BASE_3.11)";; \ + 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + esac; \ + }; \ + for pyver in $(GPU_PYTHON_VERSIONS); do \ + base=$$(pytorch_base $$pyver); \ + echo "Pushing GPU LB image for Python $$pyver..."; \ + tag_args="-t $(IMAGE)-lb:py$$pyver-$(WIP_TAG)"; \ + if [ "$$pyver" = "$(DEFAULT_PYTHON_VERSION)" ]; then \ + tag_args="$$tag_args -t $(IMAGE)-lb:$(WIP_TAG)"; \ + fi; \ + docker buildx build \ + --platform $(MULTI_PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + --build-arg PYTORCH_BASE=$$base \ + -f Dockerfile-lb \ + $$tag_args \ + . --push; \ + done + @for pyver in $(CPU_PYTHON_VERSIONS); do \ + echo "Pushing CPU LB image for Python $$pyver..."; \ + tag_args="-t $(IMAGE)-lb-cpu:py$$pyver-$(WIP_TAG)"; \ + if [ "$$pyver" = "$(DEFAULT_PYTHON_VERSION)" ]; then \ + tag_args="$$tag_args -t $(IMAGE)-lb-cpu:$(WIP_TAG)"; \ + fi; \ + docker buildx build \ + --platform $(MULTI_PLATFORM) \ + --build-arg PYTHON_VERSION=$$pyver \ + -f Dockerfile-lb-cpu \ + $$tag_args \ + . --push; \ + done + @echo "All versioned images pushed. Default ($(DEFAULT_PYTHON_VERSION)) also tagged as :$(WIP_TAG)." + +# Versioned Smoke Tests + +smoketest-versioned: build-all-versioned # Verify Python version in each versioned image + @echo "Running Python version checks across all versioned images..." + @fail=0; \ + for pyver in $(GPU_PYTHON_VERSIONS); do \ + echo -n "GPU QB py$$pyver: "; \ + docker run --rm $(IMAGE):py$$pyver-$(TAG) python --version || fail=1; \ + done; \ + for pyver in $(CPU_PYTHON_VERSIONS); do \ + echo -n "CPU QB py$$pyver: "; \ + docker run --rm $(IMAGE)-cpu:py$$pyver-$(TAG) python --version || fail=1; \ + done; \ + for pyver in $(GPU_PYTHON_VERSIONS); do \ + echo -n "GPU LB py$$pyver: "; \ + docker run --rm $(IMAGE)-lb:py$$pyver-$(TAG) python --version || fail=1; \ + done; \ + for pyver in $(CPU_PYTHON_VERSIONS); do \ + echo -n "CPU LB py$$pyver: "; \ + docker run --rm $(IMAGE)-lb-cpu:py$$pyver-$(TAG) python --version || fail=1; \ + done; \ + if [ $$fail -ne 0 ]; then echo "FAIL: Some images failed version check"; exit 1; fi; \ + echo "All 10 images passed Python version check." + # Test commands test: # Run all tests in parallel uv run pytest tests/ -v -n auto --dist loadscope From a20be9ea520cc413e301f7a7190296ced5b826ec Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Fri, 6 Mar 2026 12:32:06 -0800 Subject: [PATCH 2/9] fix: stop masking deployment errors by falling back to Live Serverless Previously, _load_generated_handler() silently returned None on any failure (missing file, import error, syntax error), causing deployed endpoints to fall back to the FunctionRequest/Live Serverless handler. This masked real deployment issues like Python version mismatches. Now deployed mode (FLASH_RESOURCE_NAME set) treats handler loading failures as fatal RuntimeError. Live Serverless mode skips the generated handler entirely since it only uses FunctionRequest protocol. --- src/handler.py | 109 ++++++++++++++++++++++--------------------------- 1 file changed, 49 insertions(+), 60 deletions(-) diff --git a/src/handler.py b/src/handler.py index d51b41c..c9b05a9 100644 --- a/src/handler.py +++ b/src/handler.py @@ -21,15 +21,27 @@ logger.info(format_version_banner()) +def _is_deployed_mode() -> bool: + """True when running as a Flash-deployed endpoint (not Live Serverless).""" + return bool(os.getenv("FLASH_RESOURCE_NAME")) + + def _load_generated_handler() -> Optional[Any]: - """Load Flash-generated handler if available (deployed QB mode). + """Load Flash-generated handler for deployed QB mode. Checks for a handler_.py file generated by the flash build pipeline. These handlers accept plain JSON input without FunctionRequest/cloudpickle serialization. + In deployed mode (FLASH_RESOURCE_NAME set), failures are fatal. + FunctionRequest fallback is only valid for Live Serverless workers. + Returns: - Handler function if generated handler found, None otherwise. + Handler function if generated handler found, None if not in + deployed mode. + + Raises: + RuntimeError: If in deployed mode and the handler cannot be loaded. """ resource_name = os.getenv("FLASH_RESOURCE_NAME") if not resource_name: @@ -38,95 +50,72 @@ def _load_generated_handler() -> Optional[Any]: handler_file = Path(f"/app/handler_{resource_name}.py") if not handler_file.resolve().is_relative_to(Path("/app").resolve()): - logger.warning( - "FLASH_RESOURCE_NAME '%s' resolves outside /app. " - "Falling back to FunctionRequest handler.", - resource_name, + raise RuntimeError( + f"FLASH_RESOURCE_NAME '{resource_name}' resolves outside /app. " + f"This is a security violation. Check the endpoint environment variables." ) - return None if not handler_file.exists(): - logger.warning( - "Generated handler file %s not found for resource '%s'. " - "The build artifact may be incomplete. " - "Falling back to FunctionRequest handler.", - handler_file, - resource_name, + raise RuntimeError( + f"Generated handler {handler_file} not found for resource '{resource_name}'. " + f"The build artifact is incomplete. Redeploy with 'flash deploy'." ) - return None spec = importlib.util.spec_from_file_location(f"handler_{resource_name}", handler_file) if not spec or not spec.loader: - logger.warning("Failed to create module spec for %s", handler_file) - return None + raise RuntimeError( + f"Failed to create module spec for {handler_file}. " + f"The file may be corrupted. Redeploy with 'flash deploy'." + ) mod = importlib.util.module_from_spec(spec) try: spec.loader.exec_module(mod) except ImportError as e: - logger.warning( - "Generated handler %s failed to import (missing dependency: %s). " - "Redeploy to include latest runpod_flash. " - "Falling back to FunctionRequest handler.", - handler_file, - e, - ) - return None + raise RuntimeError( + f"Generated handler {handler_file} failed to import: {e}. " + f"This usually means a dependency was built for the wrong Python version. " + f"Redeploy with 'flash deploy'." + ) from e except SyntaxError as e: - logger.error( - "Generated handler %s has a syntax error: %s. " - "This indicates a bug in the flash build pipeline. " - "Falling back to FunctionRequest handler.", - handler_file, - e, - ) - return None + raise RuntimeError( + f"Generated handler {handler_file} has a syntax error: {e}. " + f"This indicates a bug in the flash build pipeline." + ) from e except Exception as e: - logger.error( - "Generated handler %s failed to load unexpectedly: %s (%s). " - "Falling back to FunctionRequest handler.", - handler_file, - e, - type(e).__name__, - exc_info=True, - ) - return None + raise RuntimeError( + f"Generated handler {handler_file} failed to load: {e} ({type(e).__name__}). " + f"Redeploy with 'flash deploy'." + ) from e generated = getattr(mod, "handler", None) if generated is None: - logger.warning( - "Generated handler %s loaded but has no 'handler' attribute. " - "Ensure the flash build pipeline generates a 'handler' function. " - "Falling back to FunctionRequest handler.", - handler_file, + raise RuntimeError( + f"Generated handler {handler_file} has no 'handler' function. " + f"This indicates a bug in the flash build pipeline." ) - return None if not callable(generated): - logger.warning( - "Generated handler %s has a 'handler' attribute but it is not callable (%s). " - "Falling back to FunctionRequest handler.", - handler_file, - type(generated).__name__, + raise RuntimeError( + f"Generated handler {handler_file} has a 'handler' attribute " + f"but it is not callable ({type(generated).__name__}). " + f"This indicates a bug in the flash build pipeline." ) - return None logger.info("Loaded generated handler from %s", handler_file) return generated -# Try generated handler first (plain JSON mode for deployed QB endpoints) -_generated = _load_generated_handler() - -if _generated: - handler = _generated +# Deployed mode: generated handler is mandatory, failures are fatal. +# Live Serverless mode: FunctionRequest handler is the only path. +if _is_deployed_mode(): + handler = _load_generated_handler() else: - # Fallback: original FunctionRequest handler (backward compatible) from runpod_flash.protos.remote_execution import FunctionRequest, FunctionResponse from remote_executor import RemoteExecutor async def handler(event: Dict[str, Any]) -> Dict[str, Any]: - """RunPod serverless function handler with dependency installation.""" + """RunPod serverless handler for Live Serverless (FunctionRequest protocol).""" output: FunctionResponse try: From 0c5619969662313d92ca41a16f032b4479fb13f5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Fri, 6 Mar 2026 13:32:31 -0800 Subject: [PATCH 3/9] fix: update handler tests for RuntimeError + sync uv.lock Tests expected None returns but handler.py now raises RuntimeError in deployed mode. Updated all 8 TestLoadGeneratedHandler tests to use pytest.raises(RuntimeError). Also synced uv.lock to pick up latest runpod-flash version. --- tests/unit/test_handler.py | 74 ++++--- uv.lock | 421 +++++++++++++++++++------------------ 2 files changed, 256 insertions(+), 239 deletions(-) diff --git a/tests/unit/test_handler.py b/tests/unit/test_handler.py index ab63135..7189cd6 100644 --- a/tests/unit/test_handler.py +++ b/tests/unit/test_handler.py @@ -154,14 +154,16 @@ def test_returns_none_when_no_resource_name(self): result = _load_generated_handler() assert result is None - def test_logs_warning_when_handler_file_missing(self, tmp_path): - """With FLASH_RESOURCE_NAME but no handler file, logs warning and returns None.""" + def test_raises_when_handler_file_missing(self, tmp_path): + """With FLASH_RESOURCE_NAME but no handler file, raises RuntimeError.""" with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "gpu_config"}): with patch("handler.Path") as mock_path_cls: mock_path = mock_path_cls.return_value mock_path.exists.return_value = False - result = _load_generated_handler() - assert result is None + mock_path.resolve.return_value = mock_path + mock_path.is_relative_to.return_value = True + with pytest.raises(RuntimeError, match="not found for resource"): + _load_generated_handler() def test_loads_generated_handler_from_file(self, tmp_path): """With valid generated handler file, loads and returns handler function.""" @@ -178,22 +180,23 @@ def test_loads_generated_handler_from_file(self, tmp_path): assert result is not None assert callable(result) - def test_returns_none_when_spec_creation_fails(self): - """If importlib cannot create spec, returns None.""" + def test_raises_when_spec_creation_fails(self): + """If importlib cannot create spec, raises RuntimeError.""" with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "gpu_config"}): with patch("handler.Path") as mock_path_cls: mock_path = mock_path_cls.return_value mock_path.exists.return_value = True + mock_path.resolve.return_value = mock_path + mock_path.is_relative_to.return_value = True with patch( "handler.importlib.util.spec_from_file_location", return_value=None, ): - result = _load_generated_handler() - - assert result is None + with pytest.raises(RuntimeError, match="Failed to create module spec"): + _load_generated_handler() - def test_returns_none_on_import_error(self, tmp_path): - """If generated handler has ImportError, falls back gracefully.""" + def test_raises_on_import_error(self, tmp_path): + """If generated handler has ImportError, raises RuntimeError.""" handler_file = tmp_path / "handler_gpu_config.py" handler_file.write_text( "from nonexistent_package import missing_function\ndef handler(event): pass\n" @@ -201,56 +204,51 @@ def test_returns_none_on_import_error(self, tmp_path): with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "gpu_config"}): with patch("handler.Path", return_value=handler_file): - result = _load_generated_handler() + with pytest.raises(RuntimeError, match="failed to import"): + _load_generated_handler() - assert result is None - - def test_returns_none_on_syntax_error(self, tmp_path): - """SyntaxError in generated handler logs error and returns None.""" + def test_raises_on_syntax_error(self, tmp_path): + """SyntaxError in generated handler raises RuntimeError.""" handler_file = tmp_path / "handler_gpu_config.py" handler_file.write_text("def handler(event)\n") # Missing colon with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "gpu_config"}): with patch("handler.Path", return_value=handler_file): - result = _load_generated_handler() + with pytest.raises(RuntimeError, match="syntax error"): + _load_generated_handler() - assert result is None - - def test_returns_none_on_generic_exception(self, tmp_path): - """Generic exception during module load falls back gracefully.""" + def test_raises_on_generic_exception(self, tmp_path): + """Generic exception during module load raises RuntimeError.""" handler_file = tmp_path / "handler_gpu_config.py" handler_file.write_text("raise RuntimeError('init failed')\n") with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "gpu_config"}): with patch("handler.Path", return_value=handler_file): - result = _load_generated_handler() + with pytest.raises(RuntimeError, match="failed to load"): + _load_generated_handler() - assert result is None - - def test_warns_when_handler_attr_missing(self, tmp_path): - """Module without 'handler' attribute logs warning and returns None.""" + def test_raises_when_handler_attr_missing(self, tmp_path): + """Module without 'handler' attribute raises RuntimeError.""" handler_file = tmp_path / "handler_gpu_config.py" handler_file.write_text("def not_a_handler(): pass\n") with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "gpu_config"}): with patch("handler.Path", return_value=handler_file): - result = _load_generated_handler() - - assert result is None + with pytest.raises(RuntimeError, match="no 'handler' function"): + _load_generated_handler() - def test_returns_none_when_resource_name_has_path_traversal(self): - """Path traversal in FLASH_RESOURCE_NAME returns None.""" + def test_raises_when_resource_name_has_path_traversal(self): + """Path traversal in FLASH_RESOURCE_NAME raises RuntimeError.""" with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "../../../etc/passwd"}): - result = _load_generated_handler() - assert result is None + with pytest.raises(RuntimeError, match="resolves outside /app"): + _load_generated_handler() - def test_returns_none_when_handler_not_callable(self, tmp_path): - """Non-callable 'handler' attribute returns None.""" + def test_raises_when_handler_not_callable(self, tmp_path): + """Non-callable 'handler' attribute raises RuntimeError.""" handler_file = tmp_path / "handler_gpu_config.py" handler_file.write_text("handler = 42\n") with patch.dict("os.environ", {"FLASH_RESOURCE_NAME": "gpu_config"}): with patch("handler.Path", return_value=handler_file): - result = _load_generated_handler() - - assert result is None + with pytest.raises(RuntimeError, match="not callable"): + _load_generated_handler() diff --git a/uv.lock b/uv.lock index b9de72b..727f512 100644 --- a/uv.lock +++ b/uv.lock @@ -426,30 +426,30 @@ wheels = [ [[package]] name = "boto3" -version = "1.42.58" +version = "1.42.62" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "botocore" }, { name = "jmespath" }, { name = "s3transfer" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b9/35/02f91308eed91fb8351809e8319c204dce7672e8bb297395ed44395b7b97/boto3-1.42.58.tar.gz", hash = "sha256:3a21b5bbc8bf8d6472a7ae7bdc77819b1f86f35d127f428f4603bed1b98122c0", size = 112775 } +sdist = { url = "https://files.pythonhosted.org/packages/f7/7e/c952803c8900f14e6f6158fddbd35da5afb2e3fa68bf498a761e6ba2c2ae/boto3-1.42.62.tar.gz", hash = "sha256:6b26ff56c458685caec3d42adde0549f6a55410e557e1f51bebde5c8abcf3037", size = 112848 } wheels = [ - { url = 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}, ] From f917b4459e4b841c37891294f7d250fe58420cec Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Fri, 6 Mar 2026 13:50:51 -0800 Subject: [PATCH 4/9] feat: add Python version to startup banner Include platform.python_version() in the worker boot banner for runtime version visibility during E2E testing. --- src/version.py | 2 ++ tests/unit/test_version.py | 13 +++++++++++-- 2 files changed, 13 insertions(+), 2 deletions(-) diff --git a/src/version.py b/src/version.py index 1ed6c6f..89326de 100644 --- a/src/version.py +++ b/src/version.py @@ -1,5 +1,6 @@ """Version utilities for flash-worker boot logging.""" +import platform from importlib.metadata import PackageNotFoundError, version __version__ = "1.1.1" # x-release-please-version @@ -33,6 +34,7 @@ def get_runpod_version() -> str: def format_version_banner() -> str: return ( f"Starting Flash Worker {get_worker_version()} | " + f"Python {platform.python_version()} | " f"runpod-flash {get_flash_version()} | " f"runpod {get_runpod_version()}" ) diff --git a/tests/unit/test_version.py b/tests/unit/test_version.py index bf396a5..253dc28 100644 --- a/tests/unit/test_version.py +++ b/tests/unit/test_version.py @@ -1,5 +1,6 @@ """Tests for version utilities.""" +import platform from importlib.metadata import PackageNotFoundError from unittest.mock import patch @@ -59,11 +60,19 @@ class TestFormatVersionBanner: @patch("version.get_worker_version", return_value="2.0.0") def test_format_version_banner(self, mock_worker, mock_flash, mock_runpod): result = format_version_banner() - assert result == "Starting Flash Worker 2.0.0 | runpod-flash 1.5.0 | runpod 0.9.0" + py = platform.python_version() + assert ( + result + == f"Starting Flash Worker 2.0.0 | Python {py} | runpod-flash 1.5.0 | runpod 0.9.0" + ) @patch("version.get_runpod_version", return_value="unknown") @patch("version.get_flash_version", return_value="unknown") @patch("version.get_worker_version", return_value="unknown") def test_banner_handles_unknown_versions(self, mock_worker, mock_flash, mock_runpod): result = format_version_banner() - assert result == "Starting Flash Worker unknown | runpod-flash unknown | runpod unknown" + py = platform.python_version() + assert ( + result + == f"Starting Flash Worker unknown | Python {py} | runpod-flash unknown | runpod unknown" + ) From 851c66acc8d75d11d53872bd7607e84524a618f9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Fri, 6 Mar 2026 13:55:51 -0800 Subject: [PATCH 5/9] fix(review): address PR #76 feedback - Add build-time Python version validation to GPU Dockerfiles - Restructure build-all-versioned to run setup once via internal targets - Add version assertion to smoketest-versioned (fail on mismatch) --- Dockerfile | 4 ++++ Dockerfile-lb | 4 ++++ Makefile | 40 ++++++++++++++++++++++------------------ 3 files changed, 30 insertions(+), 18 deletions(-) diff --git a/Dockerfile b/Dockerfile index cf20234..f947da2 100644 --- a/Dockerfile +++ b/Dockerfile @@ -2,6 +2,10 @@ ARG PYTHON_VERSION=3.11 ARG PYTORCH_BASE=pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime FROM ${PYTORCH_BASE} +# Validate base image Python matches requested version +ARG PYTHON_VERSION +RUN python -c "import sys; expected='$PYTHON_VERSION'; actual='.'.join(map(str,sys.version_info[:2])); assert actual==expected, f'Python mismatch: expected {expected}, got {actual}'" + WORKDIR /app # Prevent interactive prompts during package installation diff --git a/Dockerfile-lb b/Dockerfile-lb index 505d157..64e7310 100644 --- a/Dockerfile-lb +++ b/Dockerfile-lb @@ -2,6 +2,10 @@ ARG PYTHON_VERSION=3.11 ARG PYTORCH_BASE=pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime FROM ${PYTORCH_BASE} +# Validate base image Python matches requested version +ARG PYTHON_VERSION +RUN python -c "import sys; expected='$PYTHON_VERSION'; actual='.'.join(map(str,sys.version_info[:2])); assert actual==expected, f'Python mismatch: expected {expected}, got {actual}'" + WORKDIR /app # Prevent interactive prompts during package installation diff --git a/Makefile b/Makefile index 984979d..34d133b 100644 --- a/Makefile +++ b/Makefile @@ -144,7 +144,8 @@ build-wip-lb-cpu: setup # Build and push LB CPU image (multi-platform) # CPU images: Python 3.10, 3.11, 3.12 (python:X.Y-slim) # Tag format: py${VERSION}-${TAG} (e.g., runpod/flash:py3.11-local) -build-gpu-versioned: setup # Build GPU images for all GPU Python versions +build-gpu-versioned: setup _build-gpu-versioned # Build GPU images for all GPU Python versions +_build-gpu-versioned: @pytorch_base() { \ case "$$1" in \ 3.11) echo "$(PYTORCH_BASE_3.11)";; \ @@ -162,7 +163,8 @@ build-gpu-versioned: setup # Build GPU images for all GPU Python versions . --load; \ done -build-cpu-versioned: setup # Build CPU images for all CPU Python versions +build-cpu-versioned: setup _build-cpu-versioned # Build CPU images for all CPU Python versions +_build-cpu-versioned: @for pyver in $(CPU_PYTHON_VERSIONS); do \ echo "Building CPU image for Python $$pyver..."; \ docker buildx build \ @@ -173,7 +175,8 @@ build-cpu-versioned: setup # Build CPU images for all CPU Python versions . --load; \ done -build-lb-versioned: setup # Build GPU-LB images for all GPU Python versions +build-lb-versioned: setup _build-lb-versioned # Build GPU-LB images for all GPU Python versions +_build-lb-versioned: @pytorch_base() { \ case "$$1" in \ 3.11) echo "$(PYTORCH_BASE_3.11)";; \ @@ -192,7 +195,8 @@ build-lb-versioned: setup # Build GPU-LB images for all GPU Python versions . --load; \ done -build-lb-cpu-versioned: setup # Build CPU-LB images for all CPU Python versions +build-lb-cpu-versioned: setup _build-lb-cpu-versioned # Build CPU-LB images for all CPU Python versions +_build-lb-cpu-versioned: @for pyver in $(CPU_PYTHON_VERSIONS); do \ echo "Building CPU-LB image for Python $$pyver..."; \ docker buildx build \ @@ -203,12 +207,7 @@ build-lb-cpu-versioned: setup # Build CPU-LB images for all CPU Python versions . --load; \ done -build-all-versioned: # Build all 10 versioned images (GPU+CPU, QB+LB) - @echo "Building all versioned images (10 total)..." - $(MAKE) build-gpu-versioned - $(MAKE) build-cpu-versioned - $(MAKE) build-lb-versioned - $(MAKE) build-lb-cpu-versioned +build-all-versioned: setup _build-gpu-versioned _build-cpu-versioned _build-lb-versioned _build-lb-cpu-versioned # Build all 10 versioned images (GPU+CPU, QB+LB) @echo "All 10 versioned images built." # Versioned WIP Push Targets (multi-platform, requires Docker Hub push) @@ -290,21 +289,26 @@ build-wip-versioned: setup # Build and push all versioned images (multi-platform smoketest-versioned: build-all-versioned # Verify Python version in each versioned image @echo "Running Python version checks across all versioned images..." @fail=0; \ + check_version() { \ + label="$$1"; image="$$2"; pyver="$$3"; \ + echo -n "$$label py$$pyver: "; \ + out=$$(docker run --rm $$image python --version 2>&1) || { echo "docker run failed"; fail=1; return; }; \ + case "$$out" in \ + Python\ $$pyver*) echo "$$out" ;; \ + *) echo "Version mismatch (expected $$pyver): $$out"; fail=1 ;; \ + esac; \ + }; \ for pyver in $(GPU_PYTHON_VERSIONS); do \ - echo -n "GPU QB py$$pyver: "; \ - docker run --rm $(IMAGE):py$$pyver-$(TAG) python --version || fail=1; \ + check_version "GPU QB" "$(IMAGE):py$$pyver-$(TAG)" "$$pyver"; \ done; \ for pyver in $(CPU_PYTHON_VERSIONS); do \ - echo -n "CPU QB py$$pyver: "; \ - docker run --rm $(IMAGE)-cpu:py$$pyver-$(TAG) python --version || fail=1; \ + check_version "CPU QB" "$(IMAGE)-cpu:py$$pyver-$(TAG)" "$$pyver"; \ done; \ for pyver in $(GPU_PYTHON_VERSIONS); do \ - echo -n "GPU LB py$$pyver: "; \ - docker run --rm $(IMAGE)-lb:py$$pyver-$(TAG) python --version || fail=1; \ + check_version "GPU LB" "$(IMAGE)-lb:py$$pyver-$(TAG)" "$$pyver"; \ done; \ for pyver in $(CPU_PYTHON_VERSIONS); do \ - echo -n "CPU LB py$$pyver: "; \ - docker run --rm $(IMAGE)-lb-cpu:py$$pyver-$(TAG) python --version || fail=1; \ + check_version "CPU LB" "$(IMAGE)-lb-cpu:py$$pyver-$(TAG)" "$$pyver"; \ done; \ if [ $$fail -ne 0 ]; then echo "FAIL: Some images failed version check"; exit 1; fi; \ echo "All 10 images passed Python version check." From 37a90c0eb2c0cb60ad695da4885c7c3a0216397a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Fri, 6 Mar 2026 14:19:00 -0800 Subject: [PATCH 6/9] fix(review): address PR #76 round 2 feedback - Add default case to pytorch_base() shell function in all Makefile targets - Guard test_handler.py import against FLASH_RESOURCE_NAME env var --- Makefile | 4 ++++ tests/unit/test_handler.py | 13 +++++++++++-- 2 files changed, 15 insertions(+), 2 deletions(-) diff --git a/Makefile b/Makefile index 34d133b..1819672 100644 --- a/Makefile +++ b/Makefile @@ -150,6 +150,7 @@ _build-gpu-versioned: case "$$1" in \ 3.11) echo "$(PYTORCH_BASE_3.11)";; \ 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ esac; \ }; \ for pyver in $(GPU_PYTHON_VERSIONS); do \ @@ -181,6 +182,7 @@ _build-lb-versioned: case "$$1" in \ 3.11) echo "$(PYTORCH_BASE_3.11)";; \ 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ esac; \ }; \ for pyver in $(GPU_PYTHON_VERSIONS); do \ @@ -219,6 +221,7 @@ build-wip-versioned: setup # Build and push all versioned images (multi-platform case "$$1" in \ 3.11) echo "$(PYTORCH_BASE_3.11)";; \ 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ esac; \ }; \ for pyver in $(GPU_PYTHON_VERSIONS); do \ @@ -252,6 +255,7 @@ build-wip-versioned: setup # Build and push all versioned images (multi-platform case "$$1" in \ 3.11) echo "$(PYTORCH_BASE_3.11)";; \ 3.12) echo "$(PYTORCH_BASE_3.12)";; \ + *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ esac; \ }; \ for pyver in $(GPU_PYTHON_VERSIONS); do \ diff --git a/tests/unit/test_handler.py b/tests/unit/test_handler.py index 7189cd6..09f698a 100644 --- a/tests/unit/test_handler.py +++ b/tests/unit/test_handler.py @@ -1,11 +1,20 @@ """Tests for the RunPod handler function.""" +import os +import sys + import pytest import base64 import cloudpickle from unittest.mock import patch, AsyncMock -from handler import handler, _load_generated_handler -from runpod_flash.protos.remote_execution import FunctionResponse + +# Clear deployed-mode env var before importing handler to prevent module-level +# _load_generated_handler() from raising when run outside a Docker container. +os.environ.pop("FLASH_RESOURCE_NAME", None) +sys.modules.pop("handler", None) + +from handler import handler, _load_generated_handler # noqa: E402 +from runpod_flash.protos.remote_execution import FunctionResponse # noqa: E402 class TestHandler: From 4d7b33cb58b4316059aac319a6d6fc4662d9aba0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Sat, 7 Mar 2026 10:49:03 -0800 Subject: [PATCH 7/9] fix: preserve base image torch by removing Python symlink and targeting running interpreter GPU Dockerfiles symlinked /usr/local/bin/python to /usr/bin/python3.X, switching to the system Python which lacks torch and other base image packages. Removed the symlink to preserve the pytorch base image's environment. Changed dependency_installer to use sys.executable instead of --system so runtime package installs go into the same site-packages as torch. --- Dockerfile | 16 ++++++++++------ Dockerfile-lb | 14 ++++++++------ src/dependency_installer.py | 13 ++++++++++--- 3 files changed, 28 insertions(+), 15 deletions(-) diff --git a/Dockerfile b/Dockerfile index f947da2..93985d8 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,10 +1,10 @@ ARG PYTHON_VERSION=3.11 -ARG PYTORCH_BASE=pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime -FROM ${PYTORCH_BASE} +FROM runpod/pytorch:1.0.3-cu1281-torch291-ubuntu2204 -# Validate base image Python matches requested version -ARG PYTHON_VERSION -RUN python -c "import sys; expected='$PYTHON_VERSION'; actual='.'.join(map(str,sys.version_info[:2])); assert actual==expected, f'Python mismatch: expected {expected}, got {actual}'" +# Use the base image's Python as-is to preserve pre-installed packages (torch, cuda libs). +# The pytorch base image provides its own Python with torch already installed. +# Symlinking to /usr/bin/python3.X would switch to a bare system Python without torch. +RUN python --version WORKDIR /app @@ -35,9 +35,13 @@ RUN DEBIAN_FRONTEND=noninteractive apt-get update && apt-get install -y --no-ins && rm -rf /var/lib/apt/lists/* # Copy app code and install dependencies +# Use --python to target the base image's Python (preserves torch in its site-packages) COPY README.md pyproject.toml uv.lock ./ COPY src/ ./ RUN uv export --format requirements-txt --no-dev --no-hashes > requirements.txt \ - && uv pip install --system -r requirements.txt + && uv pip install --python $(which python) --break-system-packages -r requirements.txt + +# Verify torch is available from the base image +RUN python -c "import torch; print(f'torch {torch.__version__} CUDA {torch.cuda.is_available()}')" CMD ["python", "handler.py"] diff --git a/Dockerfile-lb b/Dockerfile-lb index 64e7310..5cf95ff 100644 --- a/Dockerfile-lb +++ b/Dockerfile-lb @@ -1,10 +1,8 @@ ARG PYTHON_VERSION=3.11 -ARG PYTORCH_BASE=pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime -FROM ${PYTORCH_BASE} +FROM runpod/pytorch:1.0.3-cu1281-torch291-ubuntu2204 -# Validate base image Python matches requested version -ARG PYTHON_VERSION -RUN python -c "import sys; expected='$PYTHON_VERSION'; actual='.'.join(map(str,sys.version_info[:2])); assert actual==expected, f'Python mismatch: expected {expected}, got {actual}'" +# Use the base image's Python as-is to preserve pre-installed packages (torch, cuda libs). +RUN python --version WORKDIR /app @@ -35,10 +33,14 @@ RUN DEBIAN_FRONTEND=noninteractive apt-get update && apt-get install -y --no-ins && rm -rf /var/lib/apt/lists/* # Copy app code and install dependencies +# Use --python to target the base image's Python (preserves torch in its site-packages) COPY README.md pyproject.toml uv.lock ./ COPY src/ ./ RUN uv export --format requirements-txt --no-dev --no-hashes > requirements.txt \ - && uv pip install --system -r requirements.txt + && uv pip install --python $(which python) --break-system-packages -r requirements.txt + +# Verify torch is available from the base image +RUN python -c "import torch; print(f'torch {torch.__version__} CUDA {torch.cuda.is_available()}')" EXPOSE 80 diff --git a/src/dependency_installer.py b/src/dependency_installer.py index dd8c6db..736253c 100644 --- a/src/dependency_installer.py +++ b/src/dependency_installer.py @@ -37,10 +37,17 @@ def install_dependencies( if self._is_docker_environment(): if accelerate_downloads: - # Packages are installed to the system location where they can be imported - command = ["uv", "pip", "install", "--system"] + packages + # Install into the running Python interpreter's environment. + # Using --python sys.executable (not --system) ensures packages go into + # the same site-packages as torch and other base image packages. + import sys + + command = [ + "uv", "pip", "install", + "--python", sys.executable, + "--break-system-packages", + ] + packages else: - # Use full path to system python command = ["pip", "install"] + packages else: # Local: Always use uv with current python for consistency From f5ef12b9cb8a74415efbb6a416c0e4bf0e72109b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dean=20Qui=C3=B1anola?= Date: Sat, 7 Mar 2026 10:51:27 -0800 Subject: [PATCH 8/9] feat: versioned Docker image builds with single pytorch base image - CI matrix builds py3.10/3.11/3.12 for all image types - Removed per-version pytorch base mapping (single runpod/pytorch image) - GPU/LB builds amd64-only (pytorch base has no arm64 manifest) - Added --break-system-packages to CPU Dockerfiles - Auto-detect local Python version in Makefile for build-wip - Bumped runpod-flash dependency to >=1.7.0 - Removed .python-version (version comes from build args) --- .github/workflows/ci.yml | 169 ++++++--- .python-version | 1 - Dockerfile-cpu | 2 +- Dockerfile-lb-cpu | 2 +- Makefile | 115 +++--- pyproject.toml | 4 +- uv.lock | 743 +++++---------------------------------- 7 files changed, 245 insertions(+), 791 deletions(-) delete mode 100644 .python-version diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 1fda371..bf2ab34 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -88,6 +88,8 @@ jobs: platforms: linux/amd64 push: false tags: flash-cpu:test + build-args: | + PYTHON_VERSION=3.11 cache-from: type=gha cache-to: type=gha,mode=max load: true @@ -115,6 +117,8 @@ jobs: platforms: linux/amd64 push: false tags: flash-lb-cpu:test + build-args: | + PYTHON_VERSION=3.11 cache-from: type=gha cache-to: type=gha,mode=max load: true @@ -163,6 +167,16 @@ jobs: runs-on: ubuntu-latest needs: [release] if: needs.release.outputs.release_created + strategy: + matrix: + python-version: ["3.10", "3.11", "3.12"] + include: + - python-version: "3.10" + is-default: false + - python-version: "3.11" + is-default: true + - python-version: "3.12" + is-default: false steps: - name: Clear Space run: | @@ -188,14 +202,18 @@ jobs: username: ${{ secrets.DOCKERHUB_USERNAME }} password: ${{ secrets.DOCKERHUB_TOKEN }} - - name: Extract GPU metadata - id: meta-gpu - uses: docker/metadata-action@v5 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - tags: | - type=semver,pattern={{version}},value=${{ needs.release.outputs.tag_name }} - type=raw,value=latest,enable={{is_default_branch}} + - name: Build versioned tags + id: tags + run: | + VERSION="${{ needs.release.outputs.tag_name }}" + VERSION="${VERSION#v}" + PYVER="${{ matrix.python-version }}" + IMAGE="${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}" + TAGS="${IMAGE}:py${PYVER}-${VERSION},${IMAGE}:py${PYVER}-latest" + if [ "${{ matrix.is-default }}" = "true" ]; then + TAGS="${TAGS},${IMAGE}:${VERSION},${IMAGE}:latest" + fi + echo "tags=${TAGS}" >> "$GITHUB_OUTPUT" - name: Set up uv uses: astral-sh/setup-uv@v4 @@ -210,24 +228,32 @@ jobs: with: context: . file: ./Dockerfile - platforms: linux/amd64,linux/arm64 + platforms: linux/amd64 push: true - tags: ${{ steps.meta-gpu.outputs.tags }} - labels: ${{ steps.meta-gpu.outputs.labels }} - cache-from: type=gha - cache-to: type=gha,mode=max + tags: ${{ steps.tags.outputs.tags }} + build-args: | + PYTHON_VERSION=${{ matrix.python-version }} + cache-from: type=gha,scope=gpu-py${{ matrix.python-version }} + cache-to: type=gha,mode=max,scope=gpu-py${{ matrix.python-version }} docker-prod-cpu: runs-on: ubuntu-latest needs: [release] if: needs.release.outputs.release_created + strategy: + matrix: + python-version: ["3.10", "3.11", "3.12"] + include: + - python-version: "3.10" + is-default: false + - python-version: "3.11" + is-default: true + - python-version: "3.12" + is-default: false steps: - name: Clear Space run: | - rm -rf /usr/share/dotnet - rm -rf /opt/ghc - rm -rf "/usr/local/share/boost" - rm -rf "$AGENT_TOOLSDIRECTORY" + rm -rf /usr/share/dotnet /opt/ghc /usr/local/share/boost "$AGENT_TOOLSDIRECTORY" docker system prune -af df -h @@ -249,14 +275,18 @@ jobs: username: ${{ secrets.DOCKERHUB_USERNAME }} password: ${{ secrets.DOCKERHUB_TOKEN }} - - name: Extract CPU metadata - id: meta-cpu - uses: docker/metadata-action@v5 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}-cpu - tags: | - type=semver,pattern={{version}},value=${{ needs.release.outputs.tag_name }} - type=raw,value=latest,enable={{is_default_branch}} + - name: Build versioned tags + id: tags + run: | + VERSION="${{ needs.release.outputs.tag_name }}" + VERSION="${VERSION#v}" + PYVER="${{ matrix.python-version }}" + IMAGE="${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}-cpu" + TAGS="${IMAGE}:py${PYVER}-${VERSION},${IMAGE}:py${PYVER}-latest" + if [ "${{ matrix.is-default }}" = "true" ]; then + TAGS="${TAGS},${IMAGE}:${VERSION},${IMAGE}:latest" + fi + echo "tags=${TAGS}" >> "$GITHUB_OUTPUT" - name: Set up uv uses: astral-sh/setup-uv@v4 @@ -273,15 +303,26 @@ jobs: file: ./Dockerfile-cpu platforms: linux/amd64,linux/arm64 push: true - tags: ${{ steps.meta-cpu.outputs.tags }} - labels: ${{ steps.meta-cpu.outputs.labels }} - cache-from: type=gha - cache-to: type=gha,mode=max + tags: ${{ steps.tags.outputs.tags }} + build-args: | + PYTHON_VERSION=${{ matrix.python-version }} + cache-from: type=gha,scope=cpu-py${{ matrix.python-version }} + cache-to: type=gha,mode=max,scope=cpu-py${{ matrix.python-version }} docker-prod-lb: runs-on: ubuntu-latest needs: [release] if: needs.release.outputs.release_created + strategy: + matrix: + python-version: ["3.10", "3.11", "3.12"] + include: + - python-version: "3.10" + is-default: false + - python-version: "3.11" + is-default: true + - python-version: "3.12" + is-default: false steps: - name: Clear Space run: | @@ -307,14 +348,18 @@ jobs: username: ${{ secrets.DOCKERHUB_USERNAME }} password: ${{ secrets.DOCKERHUB_TOKEN }} - - name: Extract Load Balancer metadata - id: meta-lb - uses: docker/metadata-action@v5 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}-lb - tags: | - type=semver,pattern={{version}},value=${{ needs.release.outputs.tag_name }} - type=raw,value=latest,enable={{is_default_branch}} + - name: Build versioned tags + id: tags + run: | + VERSION="${{ needs.release.outputs.tag_name }}" + VERSION="${VERSION#v}" + PYVER="${{ matrix.python-version }}" + IMAGE="${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}-lb" + TAGS="${IMAGE}:py${PYVER}-${VERSION},${IMAGE}:py${PYVER}-latest" + if [ "${{ matrix.is-default }}" = "true" ]; then + TAGS="${TAGS},${IMAGE}:${VERSION},${IMAGE}:latest" + fi + echo "tags=${TAGS}" >> "$GITHUB_OUTPUT" - name: Set up uv uses: astral-sh/setup-uv@v4 @@ -329,17 +374,28 @@ jobs: with: context: . file: ./Dockerfile-lb - platforms: linux/amd64,linux/arm64 + platforms: linux/amd64 push: true - tags: ${{ steps.meta-lb.outputs.tags }} - labels: ${{ steps.meta-lb.outputs.labels }} - cache-from: type=gha - cache-to: type=gha,mode=max + tags: ${{ steps.tags.outputs.tags }} + build-args: | + PYTHON_VERSION=${{ matrix.python-version }} + cache-from: type=gha,scope=lb-py${{ matrix.python-version }} + cache-to: type=gha,mode=max,scope=lb-py${{ matrix.python-version }} docker-prod-lb-cpu: runs-on: ubuntu-latest needs: [release] if: needs.release.outputs.release_created + strategy: + matrix: + python-version: ["3.10", "3.11", "3.12"] + include: + - python-version: "3.10" + is-default: false + - python-version: "3.11" + is-default: true + - python-version: "3.12" + is-default: false steps: - name: Clear Space run: | @@ -365,14 +421,18 @@ jobs: username: ${{ secrets.DOCKERHUB_USERNAME }} password: ${{ secrets.DOCKERHUB_TOKEN }} - - name: Extract CPU Load Balancer metadata - id: meta-lb-cpu - uses: docker/metadata-action@v5 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}-lb-cpu - tags: | - type=semver,pattern={{version}},value=${{ needs.release.outputs.tag_name }} - type=raw,value=latest,enable={{is_default_branch}} + - name: Build versioned tags + id: tags + run: | + VERSION="${{ needs.release.outputs.tag_name }}" + VERSION="${VERSION#v}" + PYVER="${{ matrix.python-version }}" + IMAGE="${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}-lb-cpu" + TAGS="${IMAGE}:py${PYVER}-${VERSION},${IMAGE}:py${PYVER}-latest" + if [ "${{ matrix.is-default }}" = "true" ]; then + TAGS="${TAGS},${IMAGE}:${VERSION},${IMAGE}:latest" + fi + echo "tags=${TAGS}" >> "$GITHUB_OUTPUT" - name: Set up uv uses: astral-sh/setup-uv@v4 @@ -389,7 +449,8 @@ jobs: file: ./Dockerfile-lb-cpu platforms: linux/amd64,linux/arm64 push: true - tags: ${{ steps.meta-lb-cpu.outputs.tags }} - labels: ${{ steps.meta-lb-cpu.outputs.labels }} - cache-from: type=gha - cache-to: type=gha,mode=max \ No newline at end of file + tags: ${{ steps.tags.outputs.tags }} + build-args: | + PYTHON_VERSION=${{ matrix.python-version }} + cache-from: type=gha,scope=lb-cpu-py${{ matrix.python-version }} + cache-to: type=gha,mode=max,scope=lb-cpu-py${{ matrix.python-version }} \ No newline at end of file diff --git a/.python-version b/.python-version deleted file mode 100644 index e4fba21..0000000 --- a/.python-version +++ /dev/null @@ -1 +0,0 @@ -3.12 diff --git a/Dockerfile-cpu b/Dockerfile-cpu index d75abaf..71a56ba 100644 --- a/Dockerfile-cpu +++ b/Dockerfile-cpu @@ -28,6 +28,6 @@ RUN DEBIAN_FRONTEND=noninteractive apt-get update && apt-get install -y --no-ins COPY README.md pyproject.toml uv.lock ./ COPY src/ ./ RUN uv export --format requirements-txt --no-dev --no-hashes > requirements.txt \ - && uv pip install --system -r requirements.txt + && uv pip install --system --break-system-packages -r requirements.txt CMD ["python", "handler.py"] diff --git a/Dockerfile-lb-cpu b/Dockerfile-lb-cpu index 8c5b557..e81b569 100644 --- a/Dockerfile-lb-cpu +++ b/Dockerfile-lb-cpu @@ -28,7 +28,7 @@ RUN DEBIAN_FRONTEND=noninteractive apt-get update && apt-get install -y --no-ins COPY README.md pyproject.toml uv.lock ./ COPY src/ ./ RUN uv export --format requirements-txt --no-dev --no-hashes > requirements.txt \ - && uv pip install --system -r requirements.txt + && uv pip install --system --break-system-packages -r requirements.txt EXPOSE 80 diff --git a/Makefile b/Makefile index 1819672..0846e78 100644 --- a/Makefile +++ b/Makefile @@ -18,15 +18,14 @@ endif # WIP testing configuration (multi-platform builds) WIP_TAG ?= wip MULTI_PLATFORM := linux/amd64,linux/arm64 +# GPU base image (runpod/pytorch) is amd64-only — no arm64 manifest exists +GPU_PLATFORM := linux/amd64 # Python version matrix for multi-version builds -GPU_PYTHON_VERSIONS := 3.11 3.12 +GPU_PYTHON_VERSIONS := 3.10 3.11 3.12 CPU_PYTHON_VERSIONS := 3.10 3.11 3.12 DEFAULT_PYTHON_VERSION := 3.11 - -# PyTorch base image mapping per Python version (GPU only) -PYTORCH_BASE_3.11 := pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime -PYTORCH_BASE_3.12 := pytorch/pytorch:2.10.0-cuda12.8-cudnn9-runtime +PYTHON_VERSION ?= $(shell python3 -c 'import sys; print(f"{sys.version_info.major}.{sys.version_info.minor}")') .PHONY: setup help @@ -64,9 +63,9 @@ build: # Build both GPU and CPU Docker images make build-lb make build-lb-cpu -build-gpu: setup # Build GPU Docker image for host platform +build-gpu: setup # Build GPU Docker image (amd64 only) docker buildx build \ - --platform $(PLATFORM) \ + --platform $(GPU_PLATFORM) \ -t $(FULL_IMAGE) \ . --load @@ -77,9 +76,9 @@ build-cpu: setup # Build CPU-only Docker image for host platform -t $(FULL_IMAGE_CPU) \ . --load -build-lb: setup # Build Load Balancer Docker image for host platform +build-lb: setup # Build GPU Load Balancer Docker image (amd64 only) docker buildx build \ - --platform $(PLATFORM) \ + --platform $(GPU_PLATFORM) \ -f Dockerfile-lb \ -t $(IMAGE)-lb:$(TAG) \ . --load @@ -96,70 +95,71 @@ build-lb-cpu: setup # Build CPU-only Load Balancer Docker image for host platfor # Custom tag: make build-wip WIP_TAG=myname-feature # Then deploy with: export FLASH_IMAGE_TAG=wip (or your custom tag) -build-wip: # Build and push all WIP images (multi-platform) +build-wip: # Build and push all WIP images for a single Python version (multi-platform) @echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" - @echo "Building multi-platform WIP images with tag :$(WIP_TAG)" + @echo "Building multi-platform WIP images for Python $(PYTHON_VERSION)" + @echo "Tag: py$(PYTHON_VERSION)-$(WIP_TAG)" + @echo "Override: make build-wip PYTHON_VERSION=3.12" @echo "This will push to Docker Hub registry (requires docker login)" @echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" - make build-wip-gpu - make build-wip-cpu - make build-wip-lb - make build-wip-lb-cpu + @if echo "$(GPU_PYTHON_VERSIONS)" | grep -qw "$(PYTHON_VERSION)"; then \ + $(MAKE) build-wip-gpu PYTHON_VERSION=$(PYTHON_VERSION); \ + $(MAKE) build-wip-lb PYTHON_VERSION=$(PYTHON_VERSION); \ + else \ + echo "Skipping GPU/LB images (Python $(PYTHON_VERSION) is CPU-only)"; \ + fi + $(MAKE) build-wip-cpu PYTHON_VERSION=$(PYTHON_VERSION) + $(MAKE) build-wip-lb-cpu PYTHON_VERSION=$(PYTHON_VERSION) @echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" - @echo "✅ WIP images pushed to Docker Hub with tag :$(WIP_TAG)" + @echo "WIP images pushed with tag :py$(PYTHON_VERSION)-$(WIP_TAG)" @echo "Next steps:" @echo " 1. export FLASH_IMAGE_TAG=$(WIP_TAG)" @echo " 2. Deploy to RunPod and test" @echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" -build-wip-gpu: setup # Build and push GPU image (multi-platform) +build-wip-gpu: setup # Build and push GPU image (amd64 only) docker buildx build \ - --platform $(MULTI_PLATFORM) \ - -t $(IMAGE):$(WIP_TAG) \ + --platform $(GPU_PLATFORM) \ + --build-arg PYTHON_VERSION=$(PYTHON_VERSION) \ + -t $(IMAGE):py$(PYTHON_VERSION)-$(WIP_TAG) \ . --push build-wip-cpu: setup # Build and push CPU image (multi-platform) docker buildx build \ --platform $(MULTI_PLATFORM) \ + --build-arg PYTHON_VERSION=$(PYTHON_VERSION) \ -f Dockerfile-cpu \ - -t $(IMAGE)-cpu:$(WIP_TAG) \ + -t $(IMAGE)-cpu:py$(PYTHON_VERSION)-$(WIP_TAG) \ . --push -build-wip-lb: setup # Build and push LB image (multi-platform) +build-wip-lb: setup # Build and push GPU LB image (amd64 only) docker buildx build \ - --platform $(MULTI_PLATFORM) \ + --platform $(GPU_PLATFORM) \ + --build-arg PYTHON_VERSION=$(PYTHON_VERSION) \ -f Dockerfile-lb \ - -t $(IMAGE)-lb:$(WIP_TAG) \ + -t $(IMAGE)-lb:py$(PYTHON_VERSION)-$(WIP_TAG) \ . --push build-wip-lb-cpu: setup # Build and push LB CPU image (multi-platform) docker buildx build \ --platform $(MULTI_PLATFORM) \ + --build-arg PYTHON_VERSION=$(PYTHON_VERSION) \ -f Dockerfile-lb-cpu \ - -t $(IMAGE)-lb-cpu:$(WIP_TAG) \ + -t $(IMAGE)-lb-cpu:py$(PYTHON_VERSION)-$(WIP_TAG) \ . --push # Versioned Build Targets (multi-Python-version matrix) -# GPU images: Python 3.11, 3.12 (with PyTorch base) +# GPU images: Python 3.10, 3.11, 3.12 (runpod/pytorch base with all versions pre-installed) # CPU images: Python 3.10, 3.11, 3.12 (python:X.Y-slim) # Tag format: py${VERSION}-${TAG} (e.g., runpod/flash:py3.11-local) build-gpu-versioned: setup _build-gpu-versioned # Build GPU images for all GPU Python versions _build-gpu-versioned: - @pytorch_base() { \ - case "$$1" in \ - 3.11) echo "$(PYTORCH_BASE_3.11)";; \ - 3.12) echo "$(PYTORCH_BASE_3.12)";; \ - *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ - esac; \ - }; \ - for pyver in $(GPU_PYTHON_VERSIONS); do \ - base=$$(pytorch_base $$pyver); \ - echo "Building GPU image for Python $$pyver (base: $$base)..."; \ + @for pyver in $(GPU_PYTHON_VERSIONS); do \ + echo "Building GPU image for Python $$pyver..."; \ docker buildx build \ - --platform $(PLATFORM) \ + --platform $(GPU_PLATFORM) \ --build-arg PYTHON_VERSION=$$pyver \ - --build-arg PYTORCH_BASE=$$base \ -t $(IMAGE):py$$pyver-$(TAG) \ . --load; \ done @@ -178,20 +178,11 @@ _build-cpu-versioned: build-lb-versioned: setup _build-lb-versioned # Build GPU-LB images for all GPU Python versions _build-lb-versioned: - @pytorch_base() { \ - case "$$1" in \ - 3.11) echo "$(PYTORCH_BASE_3.11)";; \ - 3.12) echo "$(PYTORCH_BASE_3.12)";; \ - *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ - esac; \ - }; \ - for pyver in $(GPU_PYTHON_VERSIONS); do \ - base=$$(pytorch_base $$pyver); \ - echo "Building GPU-LB image for Python $$pyver (base: $$base)..."; \ + @for pyver in $(GPU_PYTHON_VERSIONS); do \ + echo "Building GPU-LB image for Python $$pyver..."; \ docker buildx build \ - --platform $(PLATFORM) \ + --platform $(GPU_PLATFORM) \ --build-arg PYTHON_VERSION=$$pyver \ - --build-arg PYTORCH_BASE=$$base \ -f Dockerfile-lb \ -t $(IMAGE)-lb:py$$pyver-$(TAG) \ . --load; \ @@ -217,24 +208,15 @@ build-all-versioned: setup _build-gpu-versioned _build-cpu-versioned _build-lb-v build-wip-versioned: setup # Build and push all versioned images (multi-platform) @echo "Building and pushing all versioned images with tag prefix py*-$(WIP_TAG)..." - @pytorch_base() { \ - case "$$1" in \ - 3.11) echo "$(PYTORCH_BASE_3.11)";; \ - 3.12) echo "$(PYTORCH_BASE_3.12)";; \ - *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ - esac; \ - }; \ - for pyver in $(GPU_PYTHON_VERSIONS); do \ - base=$$(pytorch_base $$pyver); \ + @for pyver in $(GPU_PYTHON_VERSIONS); do \ echo "Pushing GPU QB image for Python $$pyver..."; \ tag_args="-t $(IMAGE):py$$pyver-$(WIP_TAG)"; \ if [ "$$pyver" = "$(DEFAULT_PYTHON_VERSION)" ]; then \ tag_args="$$tag_args -t $(IMAGE):$(WIP_TAG)"; \ fi; \ docker buildx build \ - --platform $(MULTI_PLATFORM) \ + --platform $(GPU_PLATFORM) \ --build-arg PYTHON_VERSION=$$pyver \ - --build-arg PYTORCH_BASE=$$base \ $$tag_args \ . --push; \ done @@ -251,24 +233,15 @@ build-wip-versioned: setup # Build and push all versioned images (multi-platform $$tag_args \ . --push; \ done - @pytorch_base() { \ - case "$$1" in \ - 3.11) echo "$(PYTORCH_BASE_3.11)";; \ - 3.12) echo "$(PYTORCH_BASE_3.12)";; \ - *) echo "ERROR: No PyTorch base image mapped for Python $$1" >&2; exit 1;; \ - esac; \ - }; \ - for pyver in $(GPU_PYTHON_VERSIONS); do \ - base=$$(pytorch_base $$pyver); \ + @for pyver in $(GPU_PYTHON_VERSIONS); do \ echo "Pushing GPU LB image for Python $$pyver..."; \ tag_args="-t $(IMAGE)-lb:py$$pyver-$(WIP_TAG)"; \ if [ "$$pyver" = "$(DEFAULT_PYTHON_VERSION)" ]; then \ tag_args="$$tag_args -t $(IMAGE)-lb:$(WIP_TAG)"; \ fi; \ docker buildx build \ - --platform $(MULTI_PLATFORM) \ + --platform $(GPU_PLATFORM) \ --build-arg PYTHON_VERSION=$$pyver \ - --build-arg PYTORCH_BASE=$$base \ -f Dockerfile-lb \ $$tag_args \ . --push; \ diff --git a/pyproject.toml b/pyproject.toml index d5eb11d..1dc5931 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -3,7 +3,7 @@ name = "worker-flash" version = "1.1.1" description = "Dynamic GPU provisioning for ML workloads with transparent execution" readme = "README.md" -requires-python = ">=3.10,<3.15" +requires-python = ">=3.10,<3.14" dependencies = [ "aiohttp>=3.9.0", "cloudpickle>=3.1.1", @@ -14,7 +14,7 @@ dependencies = [ "huggingface_hub>=0.32.0", "fastapi>=0.115.0", "uvicorn[standard]>=0.34.0", - "runpod-flash>=1.4.0", + "runpod-flash>=1.7.0", ] [dependency-groups] diff --git a/uv.lock b/uv.lock index 727f512..ef7b553 100644 --- a/uv.lock +++ b/uv.lock @@ -1,9 +1,8 @@ version = 1 revision = 1 -requires-python = ">=3.10, <3.15" 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1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/src/dependency_installer.py b/src/dependency_installer.py index 736253c..3b8e7c4 100644 --- a/src/dependency_installer.py +++ b/src/dependency_installer.py @@ -43,8 +43,11 @@ def install_dependencies( import sys command = [ - "uv", "pip", "install", - "--python", sys.executable, + "uv", + "pip", + "install", + "--python", + sys.executable, "--break-system-packages", ] + packages else: