From 2ef5ebf308e33db20118a254ea23aa61f6ce7569 Mon Sep 17 00:00:00 2001 From: romit Date: Thu, 26 Feb 2026 14:35:07 +0000 Subject: [PATCH 01/24] v1 rms test Signed-off-by: romit --- vllm_spyre_next/tests/conftest.py | 301 +------------------------ vllm_spyre_next/tests/test_rms_norm.py | 60 +++++ 2 files changed, 69 insertions(+), 292 deletions(-) create mode 100644 vllm_spyre_next/tests/test_rms_norm.py diff --git a/vllm_spyre_next/tests/conftest.py b/vllm_spyre_next/tests/conftest.py index 38916b016..8d8e7df30 100644 --- a/vllm_spyre_next/tests/conftest.py +++ b/vllm_spyre_next/tests/conftest.py @@ -1,299 +1,16 @@ -""" -Tests for vllm-spyre-next including upstream vLLM tests - -This conftest.py provides automatic integration of upstream vLLM tests into the -vllm-spyre-next test suite. It clones the vLLM repository at a specific commit -and dynamically injects those tests into the pytest collection. - -For usage instructions and configuration options, see: -docs/vllm_spyre_next/contributing/README.md#testing -""" - -import os -import re -import subprocess -import sys -import tempfile -import time -from pathlib import Path +"""Shared fixtures for vllm_spyre_next tests.""" import pytest -# Global logger for pytest terminal output -_terminal_reporter = None - - -def _log(msg: str): - """Log message to pytest terminal reporter if available. - This allows logs to be printed from this file even when pytest is capturing output. - """ - if _terminal_reporter: - _terminal_reporter.write_line(msg) - else: - # Fallback to stderr when terminal reporter not available - print(msg, file=sys.stderr) - - -def _cache_root() -> Path: - """ - Cache directory for cloned tests (sticky between runs) - """ - # Respect XDG if present, fallback to ~/.cache - xdg = os.environ.get("XDG_CACHE_HOME") - base = Path(xdg) if xdg else Path.home() / ".cache" - return base / "vllm-upstream-tests" - - -def _extract_vllm_commit_from_pyproject() -> str | None: - """ - Extract the vLLM git commit SHA from pyproject.toml [tool.uv.sources] section. - Returns None if not found or parseable. - """ - pyproject_path = Path(__file__).parent.parent / "pyproject.toml" - if not pyproject_path.exists(): - return None - - try: - content = pyproject_path.read_text() - # Look for vllm source with git and rev - # Pattern: vllm = { git = "...", rev = "commit_sha" } - match = re.search( - r'vllm\s*=\s*\{\s*git\s*=\s*"[^"]+"\s*,\s*rev\s*=\s*"([0-9a-f]{7,40})"\s*\}', content - ) - if match: - return match.group(1) - except Exception: - pass - - return None - - -def _resolve_vllm_commit() -> str: - """ - Resolve the vLLM commit SHA to use for cloning upstream tests. - Priority: VLLM_COMMIT env var > pyproject.toml > error - """ - # Allow env var override for testing/CI - env_commit = os.environ.get("VLLM_COMMIT", "").strip() - if env_commit: - if not re.match(r"^[0-9a-f]{7,40}$", env_commit): - raise ValueError(f"Invalid VLLM_COMMIT format: {env_commit}") - return env_commit - - # Extract from pyproject.toml - sha = _extract_vllm_commit_from_pyproject() - if sha: - return sha - - # Fail with clear instructions - raise RuntimeError( - "Could not resolve vLLM commit. Either:\n" - " 1. Set VLLM_COMMIT= environment variable, or\n" - " 2. Ensure vllm is specified with 'rev' in pyproject.toml [tool.uv.sources]" - ) - - -def _run(cmd: list[str], cwd: Path | None = None, max_retries: int = 3) -> None: - """Run command with optional retries for network operations.""" - for attempt in range(max_retries): - try: - subprocess.run(cmd, cwd=str(cwd) if cwd else None, check=True) - return - except subprocess.CalledProcessError: - if attempt < max_retries - 1: - time.sleep(2**attempt) # Exponential backoff: 1s, 2s, 4s - else: - raise - - -def _ensure_repo_at_commit(repo_dir: Path, url: str, commit: str, sparse_paths: list[str]) -> Path: - """ - Ensure repo cloned at 'repo_dir/commit' with sparse checkout of 'sparse_paths'. - Returns the path to the working tree at that commit. - """ - # We create a separate worktree per commit to allow co-existence of different commits - base_dir = repo_dir - base_dir.mkdir(parents=True, exist_ok=True) - git_dir = base_dir / "repo.git" - - if not git_dir.exists(): - _run(["git", "init", "--bare", str(git_dir)]) - - # Prepare a worktree dir per commit - wt_dir = base_dir / f"worktree-{commit[:12]}" - if wt_dir.exists(): - # Already prepared; assume valid - _log(f"[vllm-upstream] Using cached worktree at {wt_dir}") - return wt_dir - - # Create temp dir to set up the sparse worktree then move into place atomically - with tempfile.TemporaryDirectory(dir=str(base_dir)) as td: - td_path = Path(td) - _run(["git", "--git-dir", str(git_dir), "remote", "add", "origin", url]) - _log(f"[vllm-upstream] Fetching commit {commit[:12]} from {url}") - _run(["git", "--git-dir", str(git_dir), "fetch", "--depth=1", "origin", commit]) - - # Create a new worktree at temp - _run( - ["git", "--git-dir", str(git_dir), "worktree", "add", "--detach", str(td_path), commit] - ) - - # Enable sparse checkout at the worktree - _run(["git", "sparse-checkout", "init", "--cone"], cwd=td_path) - _run(["git", "sparse-checkout", "set", *sparse_paths], cwd=td_path) +@pytest.fixture() +def default_vllm_config(): + """Set a default VllmConfig for tests that directly test CustomOps. - # Ensure we're exactly at the commit (detached HEAD) - _run(["git", "checkout", "--detach", commit], cwd=td_path) - - # Atomically move into place - td_path.rename(wt_dir) - - return wt_dir - - -def _prepare_upstream_tests_dir() -> Path: - commit = _resolve_vllm_commit() - cache_root = _cache_root() - wt_dir = _ensure_repo_at_commit( - repo_dir=cache_root, - url=os.environ.get("VLLM_REPO_URL", "https://github.com/vllm-project/vllm"), - commit=commit, - sparse_paths=["tests"], - ) - tests_dir = wt_dir / "tests" - if not tests_dir.is_dir(): - raise RuntimeError(f"Upstream tests directory not found at {tests_dir}") - return tests_dir - - -# ------------------------------- -# Pytest hooks -# ------------------------------- - - -@pytest.hookimpl(trylast=True) -def pytest_configure(config): + Mirrors the fixture from vLLM's tests/conftest.py — required because + CustomOp.__init__ calls get_current_vllm_config() to resolve dispatch. """ - Clone vLLM and inject upstream tests into the test session. - This runs early in pytest initialization. - - Configure via environment variables: - - SKIP_UPSTREAM_TESTS: Set to "1" or "true" to skip cloning and running upstream tests - - UPSTREAM_TESTS_PATHS: Comma-separated paths (default: "models/language/generation") - """ - global _terminal_reporter - _terminal_reporter = config.pluginmanager.get_plugin("terminalreporter") - - # Check if upstream tests should be skipped entirely - skip_upstream = os.environ.get("SKIP_UPSTREAM_TESTS", "").lower() in ("1", "true", "yes") - if skip_upstream: - _log("[vllm-upstream] SKIP_UPSTREAM_TESTS is set, skipping upstream test collection") - config._upstream_tests_base = None - return - - try: - # Comma separated list of upstream paths - DEFAULT_UPSTREAM_TESTS_PATHS = "models/language/generation" - - # Ensure VLLM_PLUGINS is set to spyre_next for all tests - os.environ["VLLM_PLUGINS"] = "spyre_next" - - # Get list of paths to include from upstream tests - paths_env = os.environ.get("UPSTREAM_TESTS_PATHS", DEFAULT_UPSTREAM_TESTS_PATHS).strip() - upstream_paths = [p.strip() for p in paths_env.split(",") if p.strip()] - - if not upstream_paths: - _log("[vllm-upstream] No upstream test paths specified, skipping") - config._upstream_tests_base = None - return - - upstream_tests_base = _prepare_upstream_tests_dir() - - # Add each configured path to test collection - for rel_path in upstream_paths: - upstream_tests_dir = upstream_tests_base / rel_path - if not upstream_tests_dir.exists(): - _log(f"[vllm-upstream] Warning: Path not found: {upstream_tests_dir}") - continue - - _log(f"[vllm-upstream] Including tests from: {rel_path}") - config.args.append(str(upstream_tests_dir)) - - # Store upstream test base path for use in pytest_collection_modifyitems - config._upstream_tests_base = upstream_tests_base - - except Exception as e: - # Fail early with a readable message - raise SystemExit(f"[vllm-upstream] Failed to prepare upstream tests: {e}") from e - - -def pytest_collection_modifyitems(config, items): - """ - Mark all upstream tests with 'upstream' marker. - Mark subset of tests matching regex patterns with 'upstream_passing' marker. - - Can configure passing patterns via UPSTREAM_PASSING_PATTERNS env var with - comma-separated regex patterns - Example: "test_basic.*,test_simple_generation" - """ - upstream_tests_base = getattr(config, "_upstream_tests_base", None) - if not upstream_tests_base: - return - - # Get passing test patterns from environment and compile as regex - DEFAULT_UPSTREAM_PASSING_PATTERN = "facebook" - patterns_env = os.environ.get( - "UPSTREAM_PASSING_PATTERNS", DEFAULT_UPSTREAM_PASSING_PATTERN - ).strip() - passing_patterns = [] - if patterns_env: - for pattern_str in patterns_env.split(","): - pattern_str = pattern_str.strip() - if pattern_str: - try: - passing_patterns.append(re.compile(pattern_str)) - except re.error as e: - _log(f"[vllm-upstream] Warning: Invalid regex pattern '{pattern_str}': {e}") - - upstream_marker = pytest.mark.upstream - passing_marker = pytest.mark.upstream_passing - - marked_count = 0 - passing_count = 0 - - for item in items: - # Check if test is from upstream directory - test_path = Path(item.fspath) - if test_path.is_relative_to(upstream_tests_base): - # Mark as upstream - item.add_marker(upstream_marker) - marked_count += 1 - - # Check if test matches any passing pattern (regex) - test_nodeid = item.nodeid - if passing_patterns and any( - pattern.search(test_nodeid) for pattern in passing_patterns - ): - item.add_marker(passing_marker) - passing_count += 1 - - # Update node ID to include vLLM path prefix - rel_path = test_path.relative_to(upstream_tests_base) - vllm_prefix = f"VLLM_UPSTREAM/tests/{rel_path}" - # Replace the file path portion of nodeid with the prefixed version - original_nodeid = item.nodeid - # Extract the test name part (after ::) - if "::" in original_nodeid: - _, test_part = original_nodeid.split("::", 1) - item._nodeid = f"{vllm_prefix}::{test_part}" - else: - item._nodeid = vllm_prefix - - if marked_count > 0: - _log(f"[vllm-upstream] Marked {marked_count} tests as 'upstream'") - if passing_count > 0: - _log(f"[vllm-upstream] Marked {passing_count} tests as 'upstream_passing'") - + from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config -# Made with Bob + with set_current_vllm_config(VllmConfig(device_config=DeviceConfig(device="cpu"))): + yield diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py new file mode 100644 index 000000000..31d0b89bd --- /dev/null +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -0,0 +1,60 @@ +""" +Test SpyreRMSNorm custom op correctness against a reference implementation. +""" + +import pytest +import torch + +def reference_rms_norm( + x: torch.Tensor, + weight: torch.Tensor | None, + eps: float, +) -> torch.Tensor: + """Golden reference: standard RMSNorm in PyTorch.""" + x_float = x.float() + variance = x_float.pow(2).mean(dim=-1, keepdim=True) + x_normed = x_float * torch.rsqrt(variance + eps) + if weight is not None: + x_normed = x_normed * weight.float() + return x_normed + + +@pytest.mark.parametrize("batch_size", [1]) +@pytest.mark.parametrize("hidden_size", [128, 512]) +def test_spyre_rmsnorm_matches_reference(batch_size, hidden_size): + """SpyreRMSNorm's static kernel math matches golden reference on CPU.""" + from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm + + eps = 1e-6 + torch.manual_seed(42) + + x = torch.randn(batch_size, hidden_size, dtype=torch.float32) + weight = torch.randn(hidden_size, dtype=torch.float32) + + expected = reference_rms_norm(x, weight, eps) + actual = SpyreRMSNorm._forward_static_spyre( + x, eps, hidden_size, torch.float32, weight=weight, + ) + + torch.testing.assert_close(actual, expected, atol=1e-5, rtol=1e-5) + + +@pytest.mark.spyre +@pytest.mark.parametrize("batch_size", [1]) +@pytest.mark.parametrize("hidden_size", [128, 512]) +def test_spyre_rmsnorm_on_device(default_vllm_config, batch_size, hidden_size): + """SpyreRMSNorm full forward pass on Spyre hardware.""" + from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm + + eps = 1e-6 + torch.manual_seed(42) + + x = torch.randn(batch_size, hidden_size, dtype=torch.float16) + layer = SpyreRMSNorm(hidden_size, eps=eps) + + expected = reference_rms_norm(x, layer.weight.data, eps) + actual = layer.forward_native(x.to(device="spyre")) + + print(actual) + + torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) From 91692ec94cc14e5dbd62899834f8d1ffb66a67ec Mon Sep 17 00:00:00 2001 From: romit Date: Tue, 3 Mar 2026 11:18:29 +0000 Subject: [PATCH 02/24] Updated tests Signed-off-by: romit --- vllm_spyre_next/tests/conftest.py | 17 ++++++++-- vllm_spyre_next/tests/test_rms_norm.py | 43 +++++++++++++++++++++++++- 2 files changed, 57 insertions(+), 3 deletions(-) diff --git a/vllm_spyre_next/tests/conftest.py b/vllm_spyre_next/tests/conftest.py index 8d8e7df30..072d12a9d 100644 --- a/vllm_spyre_next/tests/conftest.py +++ b/vllm_spyre_next/tests/conftest.py @@ -4,13 +4,26 @@ @pytest.fixture() -def default_vllm_config(): +def default_vllm_config(monkeypatch): """Set a default VllmConfig for tests that directly test CustomOps. Mirrors the fixture from vLLM's tests/conftest.py — required because CustomOp.__init__ calls get_current_vllm_config() to resolve dispatch. + + Also ensures the platform is detected as OOT (matching + TorchSpyrePlatform._enum = PlatformEnum.OOT) so that + dispatch_forward selects forward_oot. """ from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config + from vllm.config.compilation import CompilationConfig + from vllm.platforms import PlatformEnum, current_platform + + # Ensure platform dispatches as OOT, matching TorchSpyrePlatform + monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) - with set_current_vllm_config(VllmConfig(device_config=DeviceConfig(device="cpu"))): + config = VllmConfig( + device_config=DeviceConfig(device="cpu"), + compilation_config=CompilationConfig(custom_ops=["all"]), + ) + with set_current_vllm_config(config): yield diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index 31d0b89bd..fa9467ae2 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -55,6 +55,47 @@ def test_spyre_rmsnorm_on_device(default_vllm_config, batch_size, hidden_size): expected = reference_rms_norm(x, layer.weight.data, eps) actual = layer.forward_native(x.to(device="spyre")) - print(actual) torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) + +@pytest.fixture +def dummy_tensor(): + return torch.randn(4, 128, dtype=torch.float32) + + +def mock_forward_native_no_residual(x, residual=None): + """Mock: return x + 1 (no residual path).""" + return x + 1 + + +def mock_forward_native_with_residual(x, residual=None): + """Mock: return (2 * x, 2 * residual) (residual path).""" + return 2 * x, 2 * residual + + +@pytest.mark.parametrize("residual", [None, torch.randn(4, 128, dtype=torch.float32)]) +def test_rmsnorm_oot_dispatch(default_vllm_config, monkeypatch, dummy_tensor, residual): + """Verify RMSNorm OOT registration: class swap and forward_oot routing.""" + from vllm.model_executor.layers.layernorm import RMSNorm + from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm + + layer = RMSNorm(128, eps=1e-6) + + # OOT class swap: RMSNorm.__new__ should produce SpyreRMSNorm + assert isinstance(layer, SpyreRMSNorm) + + # dispatch_forward should have selected forward_oot + assert layer._forward_method == layer.forward_oot + + # Mock forward_native (called by forward_oot) with a known transform + if residual is not None: + monkeypatch.setattr(layer, "forward_native", mock_forward_native_with_residual) + out_x, out_residual = layer.forward_oot(dummy_tensor, residual) + + assert torch.allclose(out_x, 2 * dummy_tensor) + assert torch.allclose(out_residual, 2 * residual) + else: + monkeypatch.setattr(layer, "forward_native", mock_forward_native_no_residual) + out_x = layer.forward_oot(dummy_tensor, residual) + + assert torch.allclose(out_x, dummy_tensor + 1) From 9289830d55dd369efdde206565917db04fdb816c Mon Sep 17 00:00:00 2001 From: romit Date: Thu, 5 Mar 2026 05:53:13 +0000 Subject: [PATCH 03/24] Updates Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 15 +- vllm_spyre_next/tests/test_rms_norm.py | 2 +- vllm_spyre_next/vllm_spyre_next/__init__.py | 4 + .../vllm_spyre_next/custom_ops/rms_norm.py | 71 ++++---- .../vllm_spyre_next/testing/__init__.py | 0 .../vllm_spyre_next/testing/pytest_plugin.py | 156 ++++++++++++++++++ 6 files changed, 209 insertions(+), 39 deletions(-) create mode 100644 vllm_spyre_next/vllm_spyre_next/testing/__init__.py create mode 100644 vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 7eb841297..47b2108a4 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -12,7 +12,7 @@ readme = "README.md" license = {text = "Apache 2"} dependencies = [ "torch-spyre", - "vllm==0.15.1+cpu", + # "vllm==0.15.1+cpu", # Listing as direct deps to ensure they're picked up from the correct index. # Versions intentionally left out because these are dependencies of dependencies. @@ -25,6 +25,12 @@ dynamic = ["version"] [project.entry-points."vllm.platform_plugins"] spyre_next = "vllm_spyre_next:register" +[project.entry-points."vllm.general_plugins"] +spyre_next_ops = "vllm_spyre_next:register_ops" + +[project.entry-points."pytest11"] +spyre_next_test = "vllm_spyre_next.testing.pytest_plugin" + [tool.setuptools.packages.find] where = ["."] # list of folders that contain the packages (["."] by default) include = ["vllm_spyre_next*"] # package names should match these glob patterns (["*"] by default) @@ -53,8 +59,9 @@ override-dependencies = [ "arctic-inference; sys_platform == 'never'", "perf-analyzer; sys_platform == 'never'", - # Skip packages on s390x and ppc64le that are expected to be pre-installed - "vllm ; platform_machine not in 's390x, ppc64le'", + # Skip packages on s390x and ppc64le, expected to be pre-installed + "torch ; platform_machine not in 's390x, ppc64le'", + # "vllm ; platform_machine not in 's390x, ppc64le'", "ray; platform_machine not in 's390x, ppc64le'", # uv doesn't resolve numba->llvmlite constraint correctly... # if numba is updated, this version will likely need to be too @@ -89,7 +96,7 @@ extra-build-variables = { vllm = { VLLM_TARGET_DEVICE = "cpu" } } # NB: torch-spyre can only be compiled where `sendnn` is available [tool.uv.sources] # This is the unreleased v0.16.0 tag with 2.10 support -vllm = { git = "https://github.com/vllm-project/vllm", rev = "2d5be1dd5ce2e44dfea53ea03ff61143da5137eb" } +# vllm = { git = "https://github.com/vllm-project/vllm", rev = "2d5be1dd5ce2e44dfea53ea03ff61143da5137eb" } # see https://github.com/torch-spyre/torch-spyre/pull/746 torch-spyre = { git = "https://github.com/torch-spyre/torch-spyre", rev = "bd7502baa9123d292e56dbd4928147969ecdf63c" } torch = [ diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index fa9467ae2..f6e211df2 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -41,7 +41,7 @@ def test_spyre_rmsnorm_matches_reference(batch_size, hidden_size): @pytest.mark.spyre @pytest.mark.parametrize("batch_size", [1]) -@pytest.mark.parametrize("hidden_size", [128, 512]) +@pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) def test_spyre_rmsnorm_on_device(default_vllm_config, batch_size, hidden_size): """SpyreRMSNorm full forward pass on Spyre hardware.""" from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm diff --git a/vllm_spyre_next/vllm_spyre_next/__init__.py b/vllm_spyre_next/vllm_spyre_next/__init__.py index 32f1d9a1a..a48afb9dc 100644 --- a/vllm_spyre_next/vllm_spyre_next/__init__.py +++ b/vllm_spyre_next/vllm_spyre_next/__init__.py @@ -13,6 +13,10 @@ def register(): """Register the Spyre platform.""" return "vllm_spyre_next.platform.TorchSpyrePlatform" +def register_ops(): + """Register OOT custom ops for Spyre.""" + from vllm_spyre_next.custom_ops import register_all + register_all() def _init_logging(): """Setup logging, extending from the vLLM logging config""" diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py index 7d30eb673..6b8062ef7 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py @@ -85,33 +85,32 @@ def __init__(self, *args, **kwargs): raise ValueError(f"Duplicate layer name: {self.prefix}") compilation_config.static_forward_context[self.prefix] = self - def forward( - self, - x: torch.Tensor, - residual: torch.Tensor | None = None, - ) -> torch.Tensor | tuple[torch.Tensor, torch.Tensor]: - """Forward pass using custom op to bypass torch.compile. - - Delegates to torch.ops.vllm.spyre_rmsnorm which retrieves this layer - from forward_context.no_compile_layers and calls forward_impl outside - the compilation graph. This prevents torch.compile from inlining the - Spyre-specific operations. - - Args: - x: Input tensor [batch_size, hidden_size] - residual: Optional residual tensor - - Returns: - Normalized output, or (output, residual) tuple if residual provided - """ - output = torch.empty_like(x) - - # Custom op call - executes outside torch.compile graph - torch.ops.vllm.spyre_rmsnorm(x, output, self.prefix, residual) - - if residual is not None: - return output, residual - return output + # def forward( + # self, + # x: torch.Tensor, + # residual: torch.Tensor | None = None, + # ) -> torch.Tensor | tuple[torch.Tensor, torch.Tensor]: + # """ + # Forward method that uses a custom op to avoid torch.compile. + + # This delegates to the custom op which will call forward_impl + # outside of the compilation graph. + # """ + # # Create output tensor + # output = torch.empty_like(x) + + # # Call the custom op - this will NOT be compiled + # torch.ops.vllm.spyre_rmsnorm( + # x, + # output, + # self.prefix, + # residual, + # ) + + # if residual is not None: + # # The custom op will have updated residual in-place if needed + # return output, residual + # return output def forward_impl( self, @@ -218,8 +217,9 @@ def forward_native( Returns: Normalized output [batch_size, hidden_size] in bfloat16 """ - x_dtype = x.dtype - x_device = x.device + orig_dtype = x.dtype + if residual is not None: + raise NotImplementedError("TODO: Residual support not yet implemented") if self.variance_size_override is not None: raise NotImplementedError("TODO: variance_size_override not yet implemented") @@ -244,11 +244,14 @@ def forward_native( self.variance_size_override, ) - # Transfer back to CPU and restore original shape - return pytree.tree_map( - lambda el: el[:batch_padding, :], - convert_from_spyre(outs, dtype=x_dtype, device=x_device), - )[0] + # Transfer result back to CPU + spyre_out = out.cpu() + + # Remove padding to restore original batch size + spyre_out = spyre_out[:num_real_el, :] + + # Convert to expected output dtype + return spyre_out.to(orig_dtype) def forward_oot( self, diff --git a/vllm_spyre_next/vllm_spyre_next/testing/__init__.py b/vllm_spyre_next/vllm_spyre_next/testing/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py new file mode 100644 index 000000000..753a3bb66 --- /dev/null +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -0,0 +1,156 @@ +""" +pytest11 plugin for vllm-spyre-next. + +Auto-activates when vllm-spyre-next is installed. Disable with: + pytest -p no:spyre_next_test + +Responsibilities: + 1. Skip upstream vLLM test parametrizations that Spyre doesn't support + 2. Provide the default_vllm_config fixture with Spyre-specific config +""" +from __future__ import annotations + +import fnmatch +from dataclasses import dataclass +from typing import Any + +import pytest + + +@dataclass(frozen=True) +class SkipRule: + """A rule for skipping unsupported test parametrizations. + + Attributes: + test_pattern: fnmatch glob matched against the test nodeid. + Use "*" to match all tests. + reason: Human-readable skip reason shown in pytest output. + param_name: Parametrized argument name to check. + If None, the rule matches on test_pattern alone. + param_values: Parameter values that trigger the skip. + If None (and param_name is set), any value triggers it. + xfail: If True, mark as xfail instead of skip. + """ + test_pattern: str + reason: str + param_name: str | None = None + param_values: frozenset[Any] | None = None + xfail: bool = False + + +# --------------------------------------------------------------------------- +# Rule table — edit this as Spyre support evolves +# --------------------------------------------------------------------------- + +SKIP_RULES: list[SkipRule] = [ + # RMSNorm: residual not yet implemented + SkipRule( + "*test_rms_norm*", + param_name="add_residual", + param_values=frozenset([True]), + reason="SpyreRMSNorm: residual not yet implemented", + ), + # RMSNorm: strided (non-contiguous) inputs not supported + SkipRule( + "*test_rms_norm*", + param_name="strided_input", + param_values=frozenset([True]), + reason="SpyreRMSNorm: strided input not supported", + ), + # Fused quant layernorm: CUDA-only kernel test + SkipRule( + "*test_fused_rms_norm_quant*", + reason="CUDA-only fused quant kernel, not applicable to Spyre", + ), + # Global: skip CUDA device parametrizations + SkipRule( + "*", + param_name="device", + param_values=frozenset([f"cuda:{i}" for i in range(8)] + ["cuda"]), + reason="Spyre platform: CUDA devices not available", + ), +] + + +# --------------------------------------------------------------------------- +# Hook: pytest_collection_modifyitems — apply skip rules +# --------------------------------------------------------------------------- + +def pytest_collection_modifyitems( + config: pytest.Config, + items: list[pytest.Item], +) -> None: + """Walk collected tests and apply skip/xfail markers from SKIP_RULES.""" + for item in items: + for rule in SKIP_RULES: + if _rule_matches(item, rule): + if rule.xfail: + marker = pytest.mark.xfail(reason=rule.reason, strict=False) + else: + marker = pytest.mark.skip(reason=rule.reason) + item.add_marker(marker) + break # first matching rule wins + + +def _rule_matches(item: pytest.Item, rule: SkipRule) -> bool: + """Return True if the test item matches the given SkipRule.""" + if not fnmatch.fnmatch(item.nodeid, rule.test_pattern): + return False + + # No param_name means the rule matches on test_pattern alone + if rule.param_name is None: + return True + + callspec = getattr(item, "callspec", None) + if callspec is None or rule.param_name not in callspec.params: + return False + + if rule.param_values is None: + return True + + return callspec.params[rule.param_name] in rule.param_values + + +# --------------------------------------------------------------------------- +# Fixture: default_vllm_config — Spyre-specific override +# --------------------------------------------------------------------------- + +def _spyre_default_vllm_config(monkeypatch): + """Spyre-specific VllmConfig. Plain generator — NOT @pytest.fixture decorated. + + Used as a replacement for fixturedef.func in the pytest_fixture_setup hook. + Must NOT be decorated with @pytest.fixture (would trigger pytest 8 call guard). + """ + from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config + from vllm.config.compilation import CompilationConfig + from vllm.platforms import PlatformEnum, current_platform + from vllm.plugins import load_general_plugins + + monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) + load_general_plugins() + + config = VllmConfig( + device_config=DeviceConfig(device="cpu"), + compilation_config=CompilationConfig(custom_ops=["all"]), + ) + with set_current_vllm_config(config): + yield + + +@pytest.fixture() +def default_vllm_config(monkeypatch): + """Fallback fixture when no upstream conftest defines default_vllm_config.""" + yield from _spyre_default_vllm_config(monkeypatch) + + +@pytest.hookimpl(tryfirst=True) +def pytest_fixture_setup(fixturedef, request): + """Swap any default_vllm_config fixture (including upstream conftest) with Spyre config. + + Modifies fixturedef in-place and returns None so the default + pytest_fixture_setup hook executes our function via call_fixture_func + (which handles generator teardown correctly). + """ + if fixturedef.argname == "default_vllm_config": + fixturedef.func = _spyre_default_vllm_config # plain function, no call guard + fixturedef.argnames = ("monkeypatch",) # so pytest resolves the dependency From a244e526e8661d395377e4874b63d93add1543a7 Mon Sep 17 00:00:00 2001 From: Travis Johnson Date: Wed, 4 Mar 2026 12:00:00 -0700 Subject: [PATCH 04/24] [Spyre-Next][Spyre] ci: add workflow to run uv lock --check (#784) When doing dependency updates, it is easy to forget to also update uv.lock with the changes. This PR adds a workflow to run `uv lock --check` to remind contributors to do the update. --------- Signed-off-by: Travis Johnson Signed-off-by: Prashant Gupta Co-authored-by: Prashant Gupta Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 7 +- vllm_spyre_next/uv.lock | 5248 ++------------------------------ 2 files changed, 188 insertions(+), 5067 deletions(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 47b2108a4..2420e4895 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -56,12 +56,9 @@ default-groups = ["dev", "upstream-tests"] override-dependencies = [ # No triton support yet, don't allow any dependencies to pull it in "triton; sys_platform == 'never'", - "arctic-inference; sys_platform == 'never'", - "perf-analyzer; sys_platform == 'never'", - # Skip packages on s390x and ppc64le, expected to be pre-installed - "torch ; platform_machine not in 's390x, ppc64le'", - # "vllm ; platform_machine not in 's390x, ppc64le'", + # Skip packages on s390x and ppc64le that are expected to be pre-installed + "vllm ; platform_machine not in 's390x, ppc64le'", "ray; platform_machine not in 's390x, ppc64le'", # uv doesn't resolve numba->llvmlite constraint correctly... # if numba is updated, this version will likely need to be too diff --git a/vllm_spyre_next/uv.lock b/vllm_spyre_next/uv.lock index e54a953c6..e9f3b52b5 100644 --- a/vllm_spyre_next/uv.lock +++ b/vllm_spyre_next/uv.lock @@ -2,47 +2,22 @@ version = 1 revision = 3 requires-python = ">=3.11" resolution-markers = [ - "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'win32'", - "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'emscripten'", - "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'linux'", - "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", - "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'win32'", - "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'emscripten'", - "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'linux'", - "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'win32'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'emscripten'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform != 'darwin'", + "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform != 'darwin'", + "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform != 'darwin'", "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'darwin'", "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'darwin'", "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'darwin'", - "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform == 'win32'", - "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform == 'emscripten'", - "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform == 'linux'", - "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", - "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform == 'win32'", - "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform == 'emscripten'", - "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform == 'linux'", - "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'win32'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'emscripten'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 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upload-time = "2025-09-14T22:18:19.088Z" }, -] From bfd54ac8d66a80f260511c38a4a8e31064346178 Mon Sep 17 00:00:00 2001 From: Joe Runde Date: Fri, 6 Mar 2026 03:24:36 -0700 Subject: [PATCH 05/24] [Spyre-Next] Rework rms_norm layer (#789) Re-opening #755 This is @bohnstingl's update to use `torch.nn.functional.rms_norm` in our custom RMSNorm op Finishes #735 Will run the one test we have on our internal cluster with spyre cards - [ ] I have read the [contributing guidelines](https://blog.vllm.ai/vllm-spyre/contributing/) - [ ] My code follows the project's code style (run `bash format.sh`) - [ ] I have added tests for my changes (if applicable) - [ ] I have updated the documentation (if applicable) - [ ] My commits include a `Signed-off-by:` line (DCO compliance) --------- Signed-off-by: Thomas Ortner Signed-off-by: Joe Runde Co-authored-by: Thomas Ortner Signed-off-by: romit --- .../vllm_spyre_next/custom_ops/rms_norm.py | 71 +++++++++---------- 1 file changed, 34 insertions(+), 37 deletions(-) diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py index 6b8062ef7..7d30eb673 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py @@ -85,32 +85,33 @@ def __init__(self, *args, **kwargs): raise ValueError(f"Duplicate layer name: {self.prefix}") compilation_config.static_forward_context[self.prefix] = self - # def forward( - # self, - # x: torch.Tensor, - # residual: torch.Tensor | None = None, - # ) -> torch.Tensor | tuple[torch.Tensor, torch.Tensor]: - # """ - # Forward method that uses a custom op to avoid torch.compile. - - # This delegates to the custom op which will call forward_impl - # outside of the compilation graph. - # """ - # # Create output tensor - # output = torch.empty_like(x) - - # # Call the custom op - this will NOT be compiled - # torch.ops.vllm.spyre_rmsnorm( - # x, - # output, - # self.prefix, - # residual, - # ) - - # if residual is not None: - # # The custom op will have updated residual in-place if needed - # return output, residual - # return output + def forward( + self, + x: torch.Tensor, + residual: torch.Tensor | None = None, + ) -> torch.Tensor | tuple[torch.Tensor, torch.Tensor]: + """Forward pass using custom op to bypass torch.compile. + + Delegates to torch.ops.vllm.spyre_rmsnorm which retrieves this layer + from forward_context.no_compile_layers and calls forward_impl outside + the compilation graph. This prevents torch.compile from inlining the + Spyre-specific operations. + + Args: + x: Input tensor [batch_size, hidden_size] + residual: Optional residual tensor + + Returns: + Normalized output, or (output, residual) tuple if residual provided + """ + output = torch.empty_like(x) + + # Custom op call - executes outside torch.compile graph + torch.ops.vllm.spyre_rmsnorm(x, output, self.prefix, residual) + + if residual is not None: + return output, residual + return output def forward_impl( self, @@ -217,9 +218,8 @@ def forward_native( Returns: Normalized output [batch_size, hidden_size] in bfloat16 """ - orig_dtype = x.dtype - if residual is not None: - raise NotImplementedError("TODO: Residual support not yet implemented") + x_dtype = x.dtype + x_device = x.device if self.variance_size_override is not None: raise NotImplementedError("TODO: variance_size_override not yet implemented") @@ -244,14 +244,11 @@ def forward_native( self.variance_size_override, ) - # Transfer result back to CPU - spyre_out = out.cpu() - - # Remove padding to restore original batch size - spyre_out = spyre_out[:num_real_el, :] - - # Convert to expected output dtype - return spyre_out.to(orig_dtype) + # Transfer back to CPU and restore original shape + return pytree.tree_map( + lambda el: el[:batch_padding, :], + convert_from_spyre(outs, dtype=x_dtype, device=x_device), + )[0] def forward_oot( self, From 8e9d7cf5ba807b56d70174a5fb4c460471a30a9f Mon Sep 17 00:00:00 2001 From: Travis Johnson Date: Fri, 6 Mar 2026 16:55:27 -0700 Subject: [PATCH 06/24] [Spyre-Next] Run upstream vLLM tests with pytest (#800) Adds a conftest.py for vllm_spyre_next to experiment with an approach to pulling in and running a subset of upstream vLLM tests as part of our suite. A shallow checkout of upstream vLLM matching our pinned commit is downloaded to a cache directory. A configurable list of test files are gathered and processed to add to the test suite with the `upstream` marker, a list of regex expressions is used to select test cases that are expected to pass and mark with `upstream_passing`, and then all the tests are executed together. See conftest.py documentation for more detail. FIX: https://github.com/vllm-project/vllm-spyre/issues/795 ``` pytest ./vllm_spyre_next/tests -m 'spyre or upstream_passing' ``` --------- Signed-off-by: Travis Johnson Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 2 + vllm_spyre_next/tests/conftest.py | 355 +- vllm_spyre_next/uv.lock | 5246 ++++++++++++++++++++++++++++- 3 files changed, 5399 insertions(+), 204 deletions(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 2420e4895..8b5f07303 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -56,6 +56,8 @@ default-groups = ["dev", "upstream-tests"] override-dependencies = [ # No triton support yet, don't allow any dependencies to pull it in "triton; sys_platform == 'never'", + "arctic-inference; sys_platform == 'never'", + "perf-analyzer; sys_platform == 'never'", # Skip packages on s390x and ppc64le that are expected to be pre-installed "vllm ; platform_machine not in 's390x, ppc64le'", diff --git a/vllm_spyre_next/tests/conftest.py b/vllm_spyre_next/tests/conftest.py index 072d12a9d..4e4dfef67 100644 --- a/vllm_spyre_next/tests/conftest.py +++ b/vllm_spyre_next/tests/conftest.py @@ -1,29 +1,346 @@ -"""Shared fixtures for vllm_spyre_next tests.""" +""" +Tests for vllm-spyre-next including upstream vLLM tests + +This conftest.py provides automatic integration of upstream vLLM tests into the +vllm-spyre-next test suite. It clones the vLLM repository at a specific commit +and dynamically injects those tests into the pytest collection. + +pyproject.toml configures the default markers to run the vllm_spyre_next tests +and the upstream tests configured as passing with: +``` +-m 'spyre or upstream_passing' +``` +but that can be overridden. + +## Supported Configuration + +- **SKIP_UPSTREAM_TESTS**: Set to "1", "true", or "yes" to skip upstream tests entirely +- **VLLM_COMMIT** environment variable - Override with specific commit SHA from vLLM + - Default: extract the revision from pyproject.toml +- **VLLM_REPO_URL**: Override vLLM repository URL + - Default: "https://github.com/vllm-project/vllm" +- **UPSTREAM_TESTS_PATHS**: Comma-separated paths relative to vLLM's tests/ directory + - Default: "models/language/generation" + - Example: "models/language/generation,models/vision" +- **UPSTREAM_PASSING_PATTERNS**: Comma-separated regex patterns to mark passing tests + - Default: "facebook" + - Tests matching patterns get 'upstream_passing' marker + - Example: "test_basic.*,test_simple_generation" + +## Pytest Markers +- **upstream**: Applied to all tests from upstream vLLM +- **upstream_passing**: Applied to tests matching UPSTREAM_PASSING_PATTERNS + +## Cache Behavior +- Tests are cached in XDG_CACHE_HOME or ~/.cache/vllm-upstream-tests +- Separate worktrees per commit allow multiple versions to coexist +- Cache persists across test runs for performance + +## Usage Examples + +```bash +# Run all spyre and upstream tests +pytest + +# Run only passing upstream tests +pytest -m upstream_passing + +# Skip upstream tests entirely +SKIP_UPSTREAM_TESTS=1 pytest + +# Test specific upstream paths +UPSTREAM_TESTS_PATHS="models/language/generation,v1/sample/test_logprobs.py" pytest + +# Use specific vLLM commit +VLLM_COMMIT=abc123def456 pytest +``` +""" + +import os +import re +import subprocess +import sys +import tempfile +import time +from pathlib import Path import pytest -@pytest.fixture() -def default_vllm_config(monkeypatch): - """Set a default VllmConfig for tests that directly test CustomOps. +# Global logger for pytest terminal output +_terminal_reporter = None + + +def _log(msg: str): + """Log message to pytest terminal reporter if available. + This allows logs to be printed from this file even when pytest is capturing output. + """ + if _terminal_reporter: + _terminal_reporter.write_line(msg) + else: + # Fallback to stderr when terminal reporter not available + print(msg, file=sys.stderr) + + +def _cache_root() -> Path: + """ + Cache directory for cloned tests (sticky between runs) + """ + # Respect XDG if present, fallback to ~/.cache + xdg = os.environ.get("XDG_CACHE_HOME") + base = Path(xdg) if xdg else Path.home() / ".cache" + return base / "vllm-upstream-tests" + + +def _extract_vllm_commit_from_pyproject() -> str | None: + """ + Extract the vLLM git commit SHA from pyproject.toml [tool.uv.sources] section. + Returns None if not found or parseable. + """ + pyproject_path = Path(__file__).parent.parent / "pyproject.toml" + if not pyproject_path.exists(): + return None + + try: + content = pyproject_path.read_text() + # Look for vllm source with git and rev + # Pattern: vllm = { git = "...", rev = "commit_sha" } + match = re.search( + r'vllm\s*=\s*\{\s*git\s*=\s*"[^"]+"\s*,\s*rev\s*=\s*"([0-9a-f]{7,40})"\s*\}', content + ) + if match: + return match.group(1) + except Exception: + pass + + return None - Mirrors the fixture from vLLM's tests/conftest.py — required because - CustomOp.__init__ calls get_current_vllm_config() to resolve dispatch. - Also ensures the platform is detected as OOT (matching - TorchSpyrePlatform._enum = PlatformEnum.OOT) so that - dispatch_forward selects forward_oot. +def _resolve_vllm_commit() -> str: + """ + Resolve the vLLM commit SHA to use for cloning upstream tests. + Priority: VLLM_COMMIT env var > pyproject.toml > error """ - from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config - from vllm.config.compilation import CompilationConfig - from vllm.platforms import PlatformEnum, current_platform + # Allow env var override for testing/CI + env_commit = os.environ.get("VLLM_COMMIT", "").strip() + if env_commit: + if not re.match(r"^[0-9a-f]{7,40}$", env_commit): + raise ValueError(f"Invalid VLLM_COMMIT format: {env_commit}") + return env_commit - # Ensure platform dispatches as OOT, matching TorchSpyrePlatform - monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) + # Extract from pyproject.toml + sha = _extract_vllm_commit_from_pyproject() + if sha: + return sha - config = VllmConfig( - device_config=DeviceConfig(device="cpu"), - compilation_config=CompilationConfig(custom_ops=["all"]), + # Fail with clear instructions + raise RuntimeError( + "Could not resolve vLLM commit. Either:\n" + " 1. Set VLLM_COMMIT= environment variable, or\n" + " 2. Ensure vllm is specified with 'rev' in pyproject.toml [tool.uv.sources]" ) - with set_current_vllm_config(config): - yield + + +def _run(cmd: list[str], cwd: Path | None = None, max_retries: int = 3) -> None: + """Run command with optional retries for network operations.""" + for attempt in range(max_retries): + try: + subprocess.run(cmd, cwd=str(cwd) if cwd else None, check=True) + return + except subprocess.CalledProcessError: + if attempt < max_retries - 1: + time.sleep(2**attempt) # Exponential backoff: 1s, 2s, 4s + else: + raise + + +def _ensure_repo_at_commit(repo_dir: Path, url: str, commit: str, sparse_paths: list[str]) -> Path: + """ + Ensure repo cloned at 'repo_dir/commit' with sparse checkout of 'sparse_paths'. + Returns the path to the working tree at that commit. + """ + # We create a separate worktree per commit to allow co-existence of different commits + base_dir = repo_dir + base_dir.mkdir(parents=True, exist_ok=True) + git_dir = base_dir / "repo.git" + + if not git_dir.exists(): + _run(["git", "init", "--bare", str(git_dir)]) + + # Prepare a worktree dir per commit + wt_dir = base_dir / f"worktree-{commit[:12]}" + if wt_dir.exists(): + # Already prepared; assume valid + _log(f"[vllm-upstream] Using cached worktree at {wt_dir}") + return wt_dir + + # Create temp dir to set up the sparse worktree then move into place atomically + with tempfile.TemporaryDirectory(dir=str(base_dir)) as td: + td_path = Path(td) + _run(["git", "--git-dir", str(git_dir), "remote", "add", "origin", url]) + _log(f"[vllm-upstream] Fetching commit {commit[:12]} from {url}") + _run(["git", "--git-dir", str(git_dir), "fetch", "--depth=1", "origin", commit]) + + # Create a new worktree at temp + _run( + ["git", "--git-dir", str(git_dir), "worktree", "add", "--detach", str(td_path), commit] + ) + + # Enable sparse checkout at the worktree + _run(["git", "sparse-checkout", "init", "--cone"], cwd=td_path) + _run(["git", "sparse-checkout", "set", *sparse_paths], cwd=td_path) + + # Ensure we're exactly at the commit (detached HEAD) + _run(["git", "checkout", "--detach", commit], cwd=td_path) + + # Atomically move into place + td_path.rename(wt_dir) + + return wt_dir + + +def _prepare_upstream_tests_dir() -> Path: + commit = _resolve_vllm_commit() + cache_root = _cache_root() + wt_dir = _ensure_repo_at_commit( + repo_dir=cache_root, + url=os.environ.get("VLLM_REPO_URL", "https://github.com/vllm-project/vllm"), + commit=commit, + sparse_paths=["tests"], + ) + tests_dir = wt_dir / "tests" + if not tests_dir.is_dir(): + raise RuntimeError(f"Upstream tests directory not found at {tests_dir}") + return tests_dir + + +# ------------------------------- +# Pytest hooks +# ------------------------------- + + +@pytest.hookimpl(trylast=True) +def pytest_configure(config): + """ + Clone vLLM and inject upstream tests into the test session. + This runs early in pytest initialization. + + Configure via environment variables: + - SKIP_UPSTREAM_TESTS: Set to "1" or "true" to skip cloning and running upstream tests + - UPSTREAM_TESTS_PATHS: Comma-separated paths (default: "models/language/generation") + """ + global _terminal_reporter + _terminal_reporter = config.pluginmanager.get_plugin("terminalreporter") + + # Check if upstream tests should be skipped entirely + skip_upstream = os.environ.get("SKIP_UPSTREAM_TESTS", "").lower() in ("1", "true", "yes") + if skip_upstream: + _log("[vllm-upstream] SKIP_UPSTREAM_TESTS is set, skipping upstream test collection") + config._upstream_tests_base = None + return + + try: + # Comma separated list of upstream paths + DEFAULT_UPSTREAM_TESTS_PATHS = "models/language/generation" + + # Ensure VLLM_PLUGINS is set to spyre-next for all tests + os.environ["VLLM_PLUGINS"] = "spyre-next" + + # Get list of paths to include from upstream tests + paths_env = os.environ.get("UPSTREAM_TESTS_PATHS", DEFAULT_UPSTREAM_TESTS_PATHS).strip() + upstream_paths = [p.strip() for p in paths_env.split(",") if p.strip()] + + if not upstream_paths: + _log("[vllm-upstream] No upstream test paths specified, skipping") + config._upstream_tests_base = None + return + + upstream_tests_base = _prepare_upstream_tests_dir() + + # Add each configured path to test collection + for rel_path in upstream_paths: + upstream_tests_dir = upstream_tests_base / rel_path + if not upstream_tests_dir.exists(): + _log(f"[vllm-upstream] Warning: Path not found: {upstream_tests_dir}") + continue + + _log(f"[vllm-upstream] Including tests from: {rel_path}") + config.args.append(str(upstream_tests_dir)) + + # Store upstream test base path for use in pytest_collection_modifyitems + config._upstream_tests_base = upstream_tests_base + + except Exception as e: + # Fail early with a readable message + raise SystemExit(f"[vllm-upstream] Failed to prepare upstream tests: {e}") from e + + +def pytest_collection_modifyitems(config, items): + """ + Mark all upstream tests with 'upstream' marker. + Mark subset of tests matching regex patterns with 'upstream_passing' marker. + + Can configure passing patterns via UPSTREAM_PASSING_PATTERNS env var with + comma-separated regex patterns + Example: "test_basic.*,test_simple_generation" + """ + upstream_tests_base = getattr(config, "_upstream_tests_base", None) + if not upstream_tests_base: + return + + # Get passing test patterns from environment and compile as regex + DEFAULT_UPSTREAM_PASSING_PATTERN = "facebook" + patterns_env = os.environ.get( + "UPSTREAM_PASSING_PATTERNS", DEFAULT_UPSTREAM_PASSING_PATTERN + ).strip() + passing_patterns = [] + if patterns_env: + for pattern_str in patterns_env.split(","): + pattern_str = pattern_str.strip() + if pattern_str: + try: + passing_patterns.append(re.compile(pattern_str)) + except re.error as e: + _log(f"[vllm-upstream] Warning: Invalid regex pattern '{pattern_str}': {e}") + + upstream_marker = pytest.mark.upstream + passing_marker = pytest.mark.upstream_passing + + marked_count = 0 + passing_count = 0 + + for item in items: + # Check if test is from upstream directory + test_path = Path(item.fspath) + if test_path.is_relative_to(upstream_tests_base): + # Mark as upstream + item.add_marker(upstream_marker) + marked_count += 1 + + # Check if test matches any passing pattern (regex) + test_nodeid = item.nodeid + if passing_patterns and any( + pattern.search(test_nodeid) for pattern in passing_patterns + ): + item.add_marker(passing_marker) + passing_count += 1 + + # Update node ID to include vLLM path prefix + rel_path = test_path.relative_to(upstream_tests_base) + vllm_prefix = f"VLLM_UPSTREAM/tests/{rel_path}" + # Replace the file path portion of nodeid with the prefixed version + original_nodeid = item.nodeid + # Extract the test name part (after ::) + if "::" in original_nodeid: + _, test_part = original_nodeid.split("::", 1) + item._nodeid = f"{vllm_prefix}::{test_part}" + else: + item._nodeid = vllm_prefix + + if marked_count > 0: + _log(f"[vllm-upstream] Marked {marked_count} tests as 'upstream'") + if passing_count > 0: + _log(f"[vllm-upstream] Marked {passing_count} tests as 'upstream_passing'") + + +# Made with Bob diff --git a/vllm_spyre_next/uv.lock b/vllm_spyre_next/uv.lock index e9f3b52b5..e54a953c6 100644 --- a/vllm_spyre_next/uv.lock +++ b/vllm_spyre_next/uv.lock @@ -2,22 +2,47 @@ version = 1 revision = 3 requires-python = ">=3.11" resolution-markers = [ - "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform != 'darwin'", - "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform != 'darwin'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform != 'darwin'", + "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'win32'", + "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'emscripten'", + "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'linux'", + "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'win32'", + "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'emscripten'", + "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'linux'", + "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux'", + "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", "python_full_version >= '3.14' and platform_machine != 'aarch64' and sys_platform == 'darwin'", "python_full_version == '3.13.*' and platform_machine != 'aarch64' and sys_platform == 'darwin'", "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'darwin'", - "python_full_version >= '3.14' and platform_machine == 'aarch64'", - "python_full_version == '3.13.*' and platform_machine == 'aarch64'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64'", - "python_full_version < '3.12' and platform_machine != 'aarch64' and sys_platform != 'darwin'", + "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform == 'win32'", + "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform == 'emscripten'", + "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform == 'linux'", + "python_full_version >= '3.14' and platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform == 'win32'", + "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform == 'emscripten'", + "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform == 'linux'", + "python_full_version == '3.13.*' and platform_machine == 'aarch64' and sys_platform != 'emscripten' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'emscripten'", + "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux'", + "python_full_version == '3.12.*' and 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.../vllm_spyre_next/testing/models.py | 75 ++++ .../vllm_spyre_next/testing/pytest_plugin.py | 328 ++++++++++++++---- .../testing/upstream_tests.yaml | 33 ++ 4 files changed, 362 insertions(+), 77 deletions(-) create mode 100644 vllm_spyre_next/vllm_spyre_next/testing/models.py create mode 100644 vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 8b5f07303..5e4a9edd8 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -228,7 +228,8 @@ plugins.md007.indent = 4 [dependency-groups] dev = [ - "pytest" + "pytest", + "pyyaml", ] upstream-tests = [ "albumentations>=1.4.6", diff --git a/vllm_spyre_next/vllm_spyre_next/testing/models.py b/vllm_spyre_next/vllm_spyre_next/testing/models.py new file mode 100644 index 000000000..45e568e79 --- /dev/null +++ b/vllm_spyre_next/vllm_spyre_next/testing/models.py @@ -0,0 +1,75 @@ +"""Data models for the vllm-spyre-next test infrastructure.""" +from __future__ import annotations + +from dataclasses import dataclass +from typing import Any + + +# --------------------------------------------------------------------------- +# Upstream YAML config model +# --------------------------------------------------------------------------- + + +@dataclass(frozen=True) +class ParamSkip: + """A parameter-level skip rule within an allow_list entry.""" + + param_name: str + values: frozenset[Any] + + +@dataclass(frozen=True) +class ParamOverride: + """Replace upstream parametrize values with Spyre-compatible ranges.""" + + param_name: str + values: tuple[Any, ...] + + +@dataclass(frozen=True) +class AllowEntry: + """An allow_list entry for an upstream test function. + + Attributes: + test: fnmatch glob matched against the test function name. + mode: mandatory_pass | xfail | xfail_strict. + tags: Free-form labels for traceability (no runtime effect). + param_skips: Parameter combinations to skip within this test. + param_overrides: Parameter values to replace upstream defaults with. + """ + + test: str + mode: str = "mandatory_pass" + tags: tuple[str, ...] = () + param_skips: tuple[ParamSkip, ...] = () + param_overrides: tuple[ParamOverride, ...] = () + + +@dataclass(frozen=True) +class BlockEntry: + """A block_list entry — test function to skip entirely.""" + + test: str + + +@dataclass(frozen=True) +class FileConfig: + """Filter configuration for a single upstream test file. + + Attributes: + rel_path: Path relative to upstream repo root + (e.g. "tests/kernels/core/test_layernorm.py"). + allow_list: Tests allowed to run from this file. + block_list: Tests blocked from running (takes precedence over allow_list). + """ + + rel_path: str + allow_list: tuple[AllowEntry, ...] = () + block_list: tuple[BlockEntry, ...] = () + + +@dataclass(frozen=True) +class UpstreamTestConfig: + """Top-level upstream test filter configuration loaded from YAML.""" + + files: tuple[FileConfig, ...] = () diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 753a3bb66..1ebd88b91 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -5,110 +5,286 @@ pytest -p no:spyre_next_test Responsibilities: - 1. Skip upstream vLLM test parametrizations that Spyre doesn't support - 2. Provide the default_vllm_config fixture with Spyre-specific config + 1. Filter upstream vLLM tests via declarative YAML config (upstream_tests.yaml) + 2. Apply global skip rules (e.g. CUDA device parametrizations) + 3. Provide the default_vllm_config fixture with Spyre-specific config """ from __future__ import annotations import fnmatch -from dataclasses import dataclass +from pathlib import Path from typing import Any import pytest +import yaml +from vllm_spyre_next.testing.models import ( + AllowEntry, + BlockEntry, + FileConfig, + ParamOverride, + ParamSkip, + UpstreamTestConfig, +) -@dataclass(frozen=True) -class SkipRule: - """A rule for skipping unsupported test parametrizations. +_YAML_FILENAME = "upstream_tests.yaml" +_YAML_PATH = Path(__file__).parent / _YAML_FILENAME - Attributes: - test_pattern: fnmatch glob matched against the test nodeid. - Use "*" to match all tests. - reason: Human-readable skip reason shown in pytest output. - param_name: Parametrized argument name to check. - If None, the rule matches on test_pattern alone. - param_values: Parameter values that trigger the skip. - If None (and param_name is set), any value triggers it. - xfail: If True, mark as xfail instead of skip. - """ - test_pattern: str - reason: str - param_name: str | None = None - param_values: frozenset[Any] | None = None - xfail: bool = False +def _load_upstream_config() -> UpstreamTestConfig: + """Load and parse upstream_tests.yaml from the same directory as this file.""" + if not _YAML_PATH.exists(): + return UpstreamTestConfig() -# --------------------------------------------------------------------------- -# Rule table — edit this as Spyre support evolves -# --------------------------------------------------------------------------- + with open(_YAML_PATH) as f: + raw = yaml.safe_load(f) + + if not raw or "tests" not in raw or "files" not in raw["tests"]: + return UpstreamTestConfig() + + return _parse_config(raw["tests"]) + + +def _parse_config(raw_tests: dict) -> UpstreamTestConfig: + """Parse the 'tests' section of the YAML into typed dataclasses.""" + files: list[FileConfig] = [] + + for file_entry in raw_tests.get("files", []): + allow_list: list[AllowEntry] = [] + for allow in file_entry.get("allow_list", []): + params_section = allow.get("params", {}) -SKIP_RULES: list[SkipRule] = [ - # RMSNorm: residual not yet implemented - SkipRule( - "*test_rms_norm*", - param_name="add_residual", - param_values=frozenset([True]), - reason="SpyreRMSNorm: residual not yet implemented", - ), - # RMSNorm: strided (non-contiguous) inputs not supported - SkipRule( - "*test_rms_norm*", - param_name="strided_input", - param_values=frozenset([True]), - reason="SpyreRMSNorm: strided input not supported", - ), - # Fused quant layernorm: CUDA-only kernel test - SkipRule( - "*test_fused_rms_norm_quant*", - reason="CUDA-only fused quant kernel, not applicable to Spyre", - ), - # Global: skip CUDA device parametrizations - SkipRule( - "*", - param_name="device", - param_values=frozenset([f"cuda:{i}" for i in range(8)] + ["cuda"]), - reason="Spyre platform: CUDA devices not available", - ), -] + param_skips: list[ParamSkip] = [] + for param_name, values in params_section.get("skip", {}).items(): + param_skips.append( + ParamSkip(param_name=param_name, values=frozenset(values)) + ) + + param_overrides: list[ParamOverride] = [] + for param_name, values in params_section.get("override", {}).items(): + param_overrides.append( + ParamOverride(param_name=param_name, values=tuple(values)) + ) + + allow_list.append( + AllowEntry( + test=allow["test"], + mode=allow.get("mode", "mandatory_pass"), + tags=tuple(allow.get("tags", [])), + param_skips=tuple(param_skips), + param_overrides=tuple(param_overrides), + ) + ) + + block_list = [BlockEntry(test=b["test"]) for b in file_entry.get("block_list", [])] + + files.append( + FileConfig( + rel_path=file_entry["rel_path"], + allow_list=tuple(allow_list), + block_list=tuple(block_list), + ) + ) + + return UpstreamTestConfig(files=tuple(files)) + + +# Load once at import time +_UPSTREAM_CONFIG: UpstreamTestConfig = _load_upstream_config() # --------------------------------------------------------------------------- -# Hook: pytest_collection_modifyitems — apply skip rules +# Upstream YAML filtering # --------------------------------------------------------------------------- -def pytest_collection_modifyitems( + +def _apply_upstream_yaml_filter( config: pytest.Config, items: list[pytest.Item], + upstream_config: UpstreamTestConfig, ) -> None: - """Walk collected tests and apply skip/xfail markers from SKIP_RULES.""" + """Apply YAML allow_list/block_list filtering to upstream tests. + + Only affects tests whose file path is under ``config._upstream_tests_base``. + Tests not listed in the YAML config are skipped (opt-in model). + ``block_list`` takes precedence over ``allow_list``. + """ + upstream_tests_base = getattr(config, "_upstream_tests_base", None) + if not upstream_tests_base: + return + + upstream_tests_base = Path(upstream_tests_base).resolve() + # rel_path in YAML is relative to the upstream repo root, which is the + # parent of the tests/ directory. + upstream_repo_root = upstream_tests_base.parent + + # Build lookup: resolved absolute path -> FileConfig + file_configs: dict[Path, FileConfig] = {} + for fc in upstream_config.files: + abs_path = (upstream_repo_root / fc.rel_path).resolve() + file_configs[abs_path] = fc + for item in items: - for rule in SKIP_RULES: - if _rule_matches(item, rule): - if rule.xfail: - marker = pytest.mark.xfail(reason=rule.reason, strict=False) - else: - marker = pytest.mark.skip(reason=rule.reason) - item.add_marker(marker) - break # first matching rule wins - - -def _rule_matches(item: pytest.Item, rule: SkipRule) -> bool: - """Return True if the test item matches the given SkipRule.""" - if not fnmatch.fnmatch(item.nodeid, rule.test_pattern): - return False + test_path = Path(item.fspath).resolve() + + # Only filter upstream tests. + if not test_path.is_relative_to(upstream_tests_base): + continue + + fc = _find_file_config(test_path, file_configs) + if fc is None: + item.add_marker( + pytest.mark.skip(reason=f"upstream test file not in {_YAML_FILENAME}") + ) + continue + + test_name = item.originalname or item.name + + # block_list takes precedence. + if _matches_block_list(test_name, fc.block_list): + item.add_marker( + pytest.mark.skip(reason=f"blocked by {_YAML_FILENAME} block_list") + ) + continue + + allow_entry = _find_allow_entry(test_name, fc.allow_list) + if allow_entry is None: + item.add_marker( + pytest.mark.skip( + reason=f"test not in {_YAML_FILENAME} allow_list for {fc.rel_path}" + ) + ) + continue + + # Parameter-level skips within the allowed test. + if _should_skip_params(item, allow_entry): + item.add_marker( + pytest.mark.skip(reason=f"parameter combination skipped by {_YAML_FILENAME}") + ) + continue + + # Apply mode-based markers. + if allow_entry.mode == "xfail": + item.add_marker(pytest.mark.xfail( + reason=f"expected failure per {_YAML_FILENAME}", strict=False, + )) + elif allow_entry.mode == "xfail_strict": + item.add_marker(pytest.mark.xfail( + reason=f"expected strict failure per {_YAML_FILENAME}", strict=True, + )) + + +def _find_file_config( + test_path: Path, file_configs: dict[Path, FileConfig], +) -> FileConfig | None: + """Find the FileConfig for a test file path. + + Supports both exact file matches and directory-level configs. + """ + # Exact file match first. + if test_path in file_configs: + return file_configs[test_path] + + # Directory prefix match (rel_path points to a directory). + for config_path, fc in file_configs.items(): + if test_path.is_relative_to(config_path): + return fc + + return None + + +def _matches_block_list(test_name: str, block_list: tuple[BlockEntry, ...]) -> bool: + """Return True if test_name matches any block_list entry.""" + return any(fnmatch.fnmatch(test_name, entry.test) for entry in block_list) + + +def _find_allow_entry( + test_name: str, allow_list: tuple[AllowEntry, ...], +) -> AllowEntry | None: + """Return the first matching allow_list entry, or None.""" + for entry in allow_list: + if fnmatch.fnmatch(test_name, entry.test): + return entry + return None - # No param_name means the rule matches on test_pattern alone - if rule.param_name is None: - return True +def _should_skip_params(item: pytest.Item, allow_entry: AllowEntry) -> bool: + """Return True if the item's parameters match any param skip rule.""" callspec = getattr(item, "callspec", None) - if callspec is None or rule.param_name not in callspec.params: + if callspec is None: return False - if rule.param_values is None: - return True + for ps in allow_entry.param_skips: + if ps.param_name in callspec.params: + if callspec.params[ps.param_name] in ps.values: + return True + return False + + +# --------------------------------------------------------------------------- +# Hook: pytest_generate_tests — override parametrize values from YAML +# --------------------------------------------------------------------------- + + +def _resolve_upstream_repo_root(config: pytest.Config) -> Path | None: + """Return the upstream repo root, or None if upstream tests are not active.""" + base = getattr(config, "_upstream_tests_base", None) + if base is None: + return None + return Path(base).resolve().parent + + +@pytest.hookimpl(tryfirst=True) +def pytest_generate_tests(metafunc: pytest.Metafunc) -> None: + """Replace upstream parametrize values with Spyre-compatible ranges. + + Reads ``params.override`` from upstream_tests.yaml and rewrites + ``@pytest.mark.parametrize`` markers in-place before test generation. + """ + upstream_repo_root = _resolve_upstream_repo_root(metafunc.config) + if upstream_repo_root is None: + return + + test_path = Path(metafunc.definition.fspath).resolve() + upstream_tests_base = (upstream_repo_root / "tests").resolve() + if not test_path.is_relative_to(upstream_tests_base): + return + + # Build file config lookup (same logic as collection filtering). + file_configs: dict[Path, FileConfig] = {} + for fc in _UPSTREAM_CONFIG.files: + file_configs[(upstream_repo_root / fc.rel_path).resolve()] = fc + + fc = _find_file_config(test_path, file_configs) + if fc is None: + return + + test_name = metafunc.definition.originalname or metafunc.definition.name + allow_entry = _find_allow_entry(test_name, fc.allow_list) + if allow_entry is None or not allow_entry.param_overrides: + return + + for po in allow_entry.param_overrides: + if po.param_name not in metafunc.fixturenames: + #TODO: Add logging here that we are skippiung the param name + continue + for i, marker in enumerate(metafunc.definition.own_markers): + if marker.name == "parametrize" and marker.args[0] == po.param_name: + new_marker = pytest.mark.parametrize(po.param_name, list(po.values)) + metafunc.definition.own_markers[i] = new_marker.mark + break - return callspec.params[rule.param_name] in rule.param_values + +# --------------------------------------------------------------------------- +# Hook: pytest_collection_modifyitems — YAML filter for upstream tests +# --------------------------------------------------------------------------- + +def pytest_collection_modifyitems( + config: pytest.Config, + items: list[pytest.Item], +) -> None: + """Apply upstream YAML filtering to collected tests (opt-in model).""" + _apply_upstream_yaml_filter(config, items, _UPSTREAM_CONFIG) # --------------------------------------------------------------------------- diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml new file mode 100644 index 000000000..5f93d35a5 --- /dev/null +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -0,0 +1,33 @@ +# Upstream test filter configuration for vllm-spyre-next. +# +# Only tests listed here will run from upstream vLLM. All other upstream +# tests are skipped by default (opt-in / whitelist model). +# +# block_list entries take precedence over allow_list entries. +# +# Fields: +# rel_path Path relative to upstream vLLM repo root +# allow_list[].test fnmatch glob matched against test function name +# allow_list[].mode mandatory_pass (default) | xfail | xfail_strict +# allow_list[].tags Free-form labels for traceability (no runtime effect) +# allow_list[].params.skip +# Parameter name -> list of values to skip +# allow_list[].params.override +# Parameter name -> replacement values (replaces upstream defaults) +# block_list[].test fnmatch glob matched against test function name + +tests: + files: + - rel_path: tests/kernels/core/test_layernorm.py + allow_list: + - test: "test_rms_norm" + mode: mandatory_pass + tags: [rmsnorm, llama, granite] + params: + skip: + add_residual: [true] + strided_input: [true] + override: + num_tokens: [1, 16] + block_list: + - test: "test_fused_rms_norm_quant" From d87e8393480fa2d2a64a4da77fdeec2e8e19fb82 Mon Sep 17 00:00:00 2001 From: romit Date: Fri, 13 Mar 2026 04:55:41 +0000 Subject: [PATCH 08/24] small updates Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 12 +- vllm_spyre_next/tests/conftest.py | 346 ------------------ vllm_spyre_next/tests/test_rms_norm.py | 38 +- .../vllm_spyre_next/custom_ops/rms_norm.py | 6 +- .../vllm_spyre_next/testing/pytest_plugin.py | 268 ++++---------- .../testing/upstream_tests.yaml | 1 + 6 files changed, 116 insertions(+), 555 deletions(-) delete mode 100644 vllm_spyre_next/tests/conftest.py diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 5e4a9edd8..a602c566b 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -196,14 +196,14 @@ asyncio_default_fixture_loop_scope = "function" filterwarnings = [ "ignore::_pytest.warning_types.PytestUnknownMarkWarning" ] -addopts = "-m 'spyre or upstream_passing'" +# addopts = "-m 'spyre or upstream_passing'" # --8<-- [start:test-markers-definition] -markers = [ - "spyre: Tests that require a Spyre device", - "upstream: Tests coming from upstream vLLM", - "upstream_passing: Tests known to pass from upstream vLLM", -] +# markers = [ +# "spyre: Tests that require a Spyre device", +# "upstream: Tests coming from upstream vLLM", +# "upstream_passing: Tests known to pass from upstream vLLM", +# ] # --8<-- [end:test-markers-definition] [tool.markdownlint] diff --git a/vllm_spyre_next/tests/conftest.py b/vllm_spyre_next/tests/conftest.py deleted file mode 100644 index 4e4dfef67..000000000 --- a/vllm_spyre_next/tests/conftest.py +++ /dev/null @@ -1,346 +0,0 @@ -""" -Tests for vllm-spyre-next including upstream vLLM tests - -This conftest.py provides automatic integration of upstream vLLM tests into the -vllm-spyre-next test suite. It clones the vLLM repository at a specific commit -and dynamically injects those tests into the pytest collection. - -pyproject.toml configures the default markers to run the vllm_spyre_next tests -and the upstream tests configured as passing with: -``` --m 'spyre or upstream_passing' -``` -but that can be overridden. - -## Supported Configuration - -- **SKIP_UPSTREAM_TESTS**: Set to "1", "true", or "yes" to skip upstream tests entirely -- **VLLM_COMMIT** environment variable - Override with specific commit SHA from vLLM - - Default: extract the revision from pyproject.toml -- **VLLM_REPO_URL**: Override vLLM repository URL - - Default: "https://github.com/vllm-project/vllm" -- **UPSTREAM_TESTS_PATHS**: Comma-separated paths relative to vLLM's tests/ directory - - Default: "models/language/generation" - - Example: "models/language/generation,models/vision" -- **UPSTREAM_PASSING_PATTERNS**: Comma-separated regex patterns to mark passing tests - - Default: "facebook" - - Tests matching patterns get 'upstream_passing' marker - - Example: "test_basic.*,test_simple_generation" - -## Pytest Markers -- **upstream**: Applied to all tests from upstream vLLM -- **upstream_passing**: Applied to tests matching UPSTREAM_PASSING_PATTERNS - -## Cache Behavior -- Tests are cached in XDG_CACHE_HOME or ~/.cache/vllm-upstream-tests -- Separate worktrees per commit allow multiple versions to coexist -- Cache persists across test runs for performance - -## Usage Examples - -```bash -# Run all spyre and upstream tests -pytest - -# Run only passing upstream tests -pytest -m upstream_passing - -# Skip upstream tests entirely -SKIP_UPSTREAM_TESTS=1 pytest - -# Test specific upstream paths -UPSTREAM_TESTS_PATHS="models/language/generation,v1/sample/test_logprobs.py" pytest - -# Use specific vLLM commit -VLLM_COMMIT=abc123def456 pytest -``` -""" - -import os -import re -import subprocess -import sys -import tempfile -import time -from pathlib import Path - -import pytest - - -# Global logger for pytest terminal output -_terminal_reporter = None - - -def _log(msg: str): - """Log message to pytest terminal reporter if available. - This allows logs to be printed from this file even when pytest is capturing output. - """ - if _terminal_reporter: - _terminal_reporter.write_line(msg) - else: - # Fallback to stderr when terminal reporter not available - print(msg, file=sys.stderr) - - -def _cache_root() -> Path: - """ - Cache directory for cloned tests (sticky between runs) - """ - # Respect XDG if present, fallback to ~/.cache - xdg = os.environ.get("XDG_CACHE_HOME") - base = Path(xdg) if xdg else Path.home() / ".cache" - return base / "vllm-upstream-tests" - - -def _extract_vllm_commit_from_pyproject() -> str | None: - """ - Extract the vLLM git commit SHA from pyproject.toml [tool.uv.sources] section. - Returns None if not found or parseable. - """ - pyproject_path = Path(__file__).parent.parent / "pyproject.toml" - if not pyproject_path.exists(): - return None - - try: - content = pyproject_path.read_text() - # Look for vllm source with git and rev - # Pattern: vllm = { git = "...", rev = "commit_sha" } - match = re.search( - r'vllm\s*=\s*\{\s*git\s*=\s*"[^"]+"\s*,\s*rev\s*=\s*"([0-9a-f]{7,40})"\s*\}', content - ) - if match: - return match.group(1) - except Exception: - pass - - return None - - -def _resolve_vllm_commit() -> str: - """ - Resolve the vLLM commit SHA to use for cloning upstream tests. - Priority: VLLM_COMMIT env var > pyproject.toml > error - """ - # Allow env var override for testing/CI - env_commit = os.environ.get("VLLM_COMMIT", "").strip() - if env_commit: - if not re.match(r"^[0-9a-f]{7,40}$", env_commit): - raise ValueError(f"Invalid VLLM_COMMIT format: {env_commit}") - return env_commit - - # Extract from pyproject.toml - sha = _extract_vllm_commit_from_pyproject() - if sha: - return sha - - # Fail with clear instructions - raise RuntimeError( - "Could not resolve vLLM commit. Either:\n" - " 1. Set VLLM_COMMIT= environment variable, or\n" - " 2. Ensure vllm is specified with 'rev' in pyproject.toml [tool.uv.sources]" - ) - - -def _run(cmd: list[str], cwd: Path | None = None, max_retries: int = 3) -> None: - """Run command with optional retries for network operations.""" - for attempt in range(max_retries): - try: - subprocess.run(cmd, cwd=str(cwd) if cwd else None, check=True) - return - except subprocess.CalledProcessError: - if attempt < max_retries - 1: - time.sleep(2**attempt) # Exponential backoff: 1s, 2s, 4s - else: - raise - - -def _ensure_repo_at_commit(repo_dir: Path, url: str, commit: str, sparse_paths: list[str]) -> Path: - """ - Ensure repo cloned at 'repo_dir/commit' with sparse checkout of 'sparse_paths'. - Returns the path to the working tree at that commit. - """ - # We create a separate worktree per commit to allow co-existence of different commits - base_dir = repo_dir - base_dir.mkdir(parents=True, exist_ok=True) - git_dir = base_dir / "repo.git" - - if not git_dir.exists(): - _run(["git", "init", "--bare", str(git_dir)]) - - # Prepare a worktree dir per commit - wt_dir = base_dir / f"worktree-{commit[:12]}" - if wt_dir.exists(): - # Already prepared; assume valid - _log(f"[vllm-upstream] Using cached worktree at {wt_dir}") - return wt_dir - - # Create temp dir to set up the sparse worktree then move into place atomically - with tempfile.TemporaryDirectory(dir=str(base_dir)) as td: - td_path = Path(td) - _run(["git", "--git-dir", str(git_dir), "remote", "add", "origin", url]) - _log(f"[vllm-upstream] Fetching commit {commit[:12]} from {url}") - _run(["git", "--git-dir", str(git_dir), "fetch", "--depth=1", "origin", commit]) - - # Create a new worktree at temp - _run( - ["git", "--git-dir", str(git_dir), "worktree", "add", "--detach", str(td_path), commit] - ) - - # Enable sparse checkout at the worktree - _run(["git", "sparse-checkout", "init", "--cone"], cwd=td_path) - _run(["git", "sparse-checkout", "set", *sparse_paths], cwd=td_path) - - # Ensure we're exactly at the commit (detached HEAD) - _run(["git", "checkout", "--detach", commit], cwd=td_path) - - # Atomically move into place - td_path.rename(wt_dir) - - return wt_dir - - -def _prepare_upstream_tests_dir() -> Path: - commit = _resolve_vllm_commit() - cache_root = _cache_root() - wt_dir = _ensure_repo_at_commit( - repo_dir=cache_root, - url=os.environ.get("VLLM_REPO_URL", "https://github.com/vllm-project/vllm"), - commit=commit, - sparse_paths=["tests"], - ) - tests_dir = wt_dir / "tests" - if not tests_dir.is_dir(): - raise RuntimeError(f"Upstream tests directory not found at {tests_dir}") - return tests_dir - - -# ------------------------------- -# Pytest hooks -# ------------------------------- - - -@pytest.hookimpl(trylast=True) -def pytest_configure(config): - """ - Clone vLLM and inject upstream tests into the test session. - This runs early in pytest initialization. - - Configure via environment variables: - - SKIP_UPSTREAM_TESTS: Set to "1" or "true" to skip cloning and running upstream tests - - UPSTREAM_TESTS_PATHS: Comma-separated paths (default: "models/language/generation") - """ - global _terminal_reporter - _terminal_reporter = config.pluginmanager.get_plugin("terminalreporter") - - # Check if upstream tests should be skipped entirely - skip_upstream = os.environ.get("SKIP_UPSTREAM_TESTS", "").lower() in ("1", "true", "yes") - if skip_upstream: - _log("[vllm-upstream] SKIP_UPSTREAM_TESTS is set, skipping upstream test collection") - config._upstream_tests_base = None - return - - try: - # Comma separated list of upstream paths - DEFAULT_UPSTREAM_TESTS_PATHS = "models/language/generation" - - # Ensure VLLM_PLUGINS is set to spyre-next for all tests - os.environ["VLLM_PLUGINS"] = "spyre-next" - - # Get list of paths to include from upstream tests - paths_env = os.environ.get("UPSTREAM_TESTS_PATHS", DEFAULT_UPSTREAM_TESTS_PATHS).strip() - upstream_paths = [p.strip() for p in paths_env.split(",") if p.strip()] - - if not upstream_paths: - _log("[vllm-upstream] No upstream test paths specified, skipping") - config._upstream_tests_base = None - return - - upstream_tests_base = _prepare_upstream_tests_dir() - - # Add each configured path to test collection - for rel_path in upstream_paths: - upstream_tests_dir = upstream_tests_base / rel_path - if not upstream_tests_dir.exists(): - _log(f"[vllm-upstream] Warning: Path not found: {upstream_tests_dir}") - continue - - _log(f"[vllm-upstream] Including tests from: {rel_path}") - config.args.append(str(upstream_tests_dir)) - - # Store upstream test base path for use in pytest_collection_modifyitems - config._upstream_tests_base = upstream_tests_base - - except Exception as e: - # Fail early with a readable message - raise SystemExit(f"[vllm-upstream] Failed to prepare upstream tests: {e}") from e - - -def pytest_collection_modifyitems(config, items): - """ - Mark all upstream tests with 'upstream' marker. - Mark subset of tests matching regex patterns with 'upstream_passing' marker. - - Can configure passing patterns via UPSTREAM_PASSING_PATTERNS env var with - comma-separated regex patterns - Example: "test_basic.*,test_simple_generation" - """ - upstream_tests_base = getattr(config, "_upstream_tests_base", None) - if not upstream_tests_base: - return - - # Get passing test patterns from environment and compile as regex - DEFAULT_UPSTREAM_PASSING_PATTERN = "facebook" - patterns_env = os.environ.get( - "UPSTREAM_PASSING_PATTERNS", DEFAULT_UPSTREAM_PASSING_PATTERN - ).strip() - passing_patterns = [] - if patterns_env: - for pattern_str in patterns_env.split(","): - pattern_str = pattern_str.strip() - if pattern_str: - try: - passing_patterns.append(re.compile(pattern_str)) - except re.error as e: - _log(f"[vllm-upstream] Warning: Invalid regex pattern '{pattern_str}': {e}") - - upstream_marker = pytest.mark.upstream - passing_marker = pytest.mark.upstream_passing - - marked_count = 0 - passing_count = 0 - - for item in items: - # Check if test is from upstream directory - test_path = Path(item.fspath) - if test_path.is_relative_to(upstream_tests_base): - # Mark as upstream - item.add_marker(upstream_marker) - marked_count += 1 - - # Check if test matches any passing pattern (regex) - test_nodeid = item.nodeid - if passing_patterns and any( - pattern.search(test_nodeid) for pattern in passing_patterns - ): - item.add_marker(passing_marker) - passing_count += 1 - - # Update node ID to include vLLM path prefix - rel_path = test_path.relative_to(upstream_tests_base) - vllm_prefix = f"VLLM_UPSTREAM/tests/{rel_path}" - # Replace the file path portion of nodeid with the prefixed version - original_nodeid = item.nodeid - # Extract the test name part (after ::) - if "::" in original_nodeid: - _, test_part = original_nodeid.split("::", 1) - item._nodeid = f"{vllm_prefix}::{test_part}" - else: - item._nodeid = vllm_prefix - - if marked_count > 0: - _log(f"[vllm-upstream] Marked {marked_count} tests as 'upstream'") - if passing_count > 0: - _log(f"[vllm-upstream] Marked {passing_count} tests as 'upstream_passing'") - - -# Made with Bob diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index f6e211df2..b1f4b895b 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -18,25 +18,42 @@ def reference_rms_norm( x_normed = x_normed * weight.float() return x_normed +@pytest.fixture() +def default_vllm_config(monkeypatch): + from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config + from vllm.config.compilation import CompilationConfig + from vllm.platforms import PlatformEnum, current_platform + from vllm.plugins import load_general_plugins + + monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) + load_general_plugins() + from vllm_spyre_next.custom_ops import register_all + register_all() + + config = VllmConfig( + device_config=DeviceConfig(device="cpu"), + compilation_config=CompilationConfig(custom_ops=["all"]), + ) + with set_current_vllm_config(config): + yield +@pytest.mark.spyre @pytest.mark.parametrize("batch_size", [1]) @pytest.mark.parametrize("hidden_size", [128, 512]) -def test_spyre_rmsnorm_matches_reference(batch_size, hidden_size): - """SpyreRMSNorm's static kernel math matches golden reference on CPU.""" +def test_spyre_rmsnorm_matches_reference(default_vllm_config, batch_size, hidden_size): + """SpyreRMSNorm forward_native output matches golden reference.""" from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm eps = 1e-6 torch.manual_seed(42) - x = torch.randn(batch_size, hidden_size, dtype=torch.float32) - weight = torch.randn(hidden_size, dtype=torch.float32) + x = torch.randn(batch_size, hidden_size, dtype=torch.float16) + layer = SpyreRMSNorm(hidden_size, eps=eps) - expected = reference_rms_norm(x, weight, eps) - actual = SpyreRMSNorm._forward_static_spyre( - x, eps, hidden_size, torch.float32, weight=weight, - ) + expected = reference_rms_norm(x, layer.weight.data, eps) + actual = layer.forward(x) - torch.testing.assert_close(actual, expected, atol=1e-5, rtol=1e-5) + torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) @pytest.mark.spyre @@ -53,7 +70,7 @@ def test_spyre_rmsnorm_on_device(default_vllm_config, batch_size, hidden_size): layer = SpyreRMSNorm(hidden_size, eps=eps) expected = reference_rms_norm(x, layer.weight.data, eps) - actual = layer.forward_native(x.to(device="spyre")) + actual = layer.forward_native(x) torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) @@ -73,6 +90,7 @@ def mock_forward_native_with_residual(x, residual=None): return 2 * x, 2 * residual +@pytest.mark.cpu @pytest.mark.parametrize("residual", [None, torch.randn(4, 128, dtype=torch.float32)]) def test_rmsnorm_oot_dispatch(default_vllm_config, monkeypatch, dummy_tensor, residual): """Verify RMSNorm OOT registration: class swap and forward_oot routing.""" diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py index 7d30eb673..1af1d4191 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py @@ -66,7 +66,7 @@ def __init__(self, *args, **kwargs): logger.debug("Building custom RMS norm") - self._fwd_spyre = torch.compile(self.forward_static, dynamic=False) + self._fwd_spyre = torch.compile(self.forward_spyre, dynamic=False) logger.warning( "SpyreRMSNorm: no dtype promotion is performed, \ @@ -140,7 +140,7 @@ def forward_impl( output.copy_(result) @staticmethod - def forward_static( + def forward_spyre( x: torch.Tensor, variance_epsilon: float, hidden_size: int, @@ -218,6 +218,8 @@ def forward_native( Returns: Normalized output [batch_size, hidden_size] in bfloat16 """ + print("inside spyre") + x_dtype = x.dtype x_device = x.device diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 1ebd88b91..b50fd543c 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -1,19 +1,16 @@ """ pytest11 plugin for vllm-spyre-next. -Auto-activates when vllm-spyre-next is installed. Disable with: - pytest -p no:spyre_next_test - -Responsibilities: - 1. Filter upstream vLLM tests via declarative YAML config (upstream_tests.yaml) - 2. Apply global skip rules (e.g. CUDA device parametrizations) - 3. Provide the default_vllm_config fixture with Spyre-specific config +When running pytest from the vllm repo, this plugin: + 1. Registers Spyre custom ops (RMSNorm etc.) early via load_general_plugins + 2. Filters tests via declarative YAML config (upstream_tests.yaml) + 3. Provides the default_vllm_config fixture with Spyre-specific config """ from __future__ import annotations import fnmatch +import os from pathlib import Path -from typing import Any import pytest import yaml @@ -32,40 +29,29 @@ def _load_upstream_config() -> UpstreamTestConfig: - """Load and parse upstream_tests.yaml from the same directory as this file.""" if not _YAML_PATH.exists(): return UpstreamTestConfig() - with open(_YAML_PATH) as f: raw = yaml.safe_load(f) - if not raw or "tests" not in raw or "files" not in raw["tests"]: return UpstreamTestConfig() - return _parse_config(raw["tests"]) def _parse_config(raw_tests: dict) -> UpstreamTestConfig: - """Parse the 'tests' section of the YAML into typed dataclasses.""" files: list[FileConfig] = [] - for file_entry in raw_tests.get("files", []): allow_list: list[AllowEntry] = [] for allow in file_entry.get("allow_list", []): params_section = allow.get("params", {}) - - param_skips: list[ParamSkip] = [] - for param_name, values in params_section.get("skip", {}).items(): - param_skips.append( - ParamSkip(param_name=param_name, values=frozenset(values)) - ) - - param_overrides: list[ParamOverride] = [] - for param_name, values in params_section.get("override", {}).items(): - param_overrides.append( - ParamOverride(param_name=param_name, values=tuple(values)) - ) - + param_skips = [ + ParamSkip(param_name=k, values=frozenset(v)) + for k, v in params_section.get("skip", {}).items() + ] + param_overrides = [ + ParamOverride(param_name=k, values=tuple(v)) + for k, v in params_section.get("override", {}).items() + ] allow_list.append( AllowEntry( test=allow["test"], @@ -75,9 +61,7 @@ def _parse_config(raw_tests: dict) -> UpstreamTestConfig: param_overrides=tuple(param_overrides), ) ) - block_list = [BlockEntry(test=b["test"]) for b in file_entry.get("block_list", [])] - files.append( FileConfig( rel_path=file_entry["rel_path"], @@ -85,225 +69,134 @@ def _parse_config(raw_tests: dict) -> UpstreamTestConfig: block_list=tuple(block_list), ) ) - return UpstreamTestConfig(files=tuple(files)) -# Load once at import time _UPSTREAM_CONFIG: UpstreamTestConfig = _load_upstream_config() -# --------------------------------------------------------------------------- -# Upstream YAML filtering -# --------------------------------------------------------------------------- +@pytest.hookimpl(tryfirst=True) +def pytest_configure(config): + """Register Spyre plugins and detect vllm repo.""" + # Set env vars BEFORE any vllm imports + os.environ["VLLM_PLUGINS"] = "spyre_next" + + # Load plugins early to register custom ops before test modules import RMSNorm + from vllm.plugins import load_general_plugins + load_general_plugins() + + # Detect vllm repo + rootdir = Path(config.rootdir) + tests_dir = rootdir / "tests" + vllm_pkg = rootdir / "vllm" + config._upstream_tests_base = tests_dir if (tests_dir.is_dir() and vllm_pkg.is_dir()) else None + + +def _find_file_config(test_path: Path, file_configs: dict[Path, FileConfig]) -> FileConfig | None: + if test_path in file_configs: + return file_configs[test_path] + for config_path, fc in file_configs.items(): + if test_path.is_relative_to(config_path): + return fc + return None + + +def _matches_block_list(test_name: str, block_list: tuple[BlockEntry, ...]) -> bool: + return any(fnmatch.fnmatch(test_name, e.test) for e in block_list) + +def _find_allow_entry(test_name: str, allow_list: tuple[AllowEntry, ...]) -> AllowEntry | None: + for entry in allow_list: + if fnmatch.fnmatch(test_name, entry.test): + return entry + return None -def _apply_upstream_yaml_filter( - config: pytest.Config, - items: list[pytest.Item], - upstream_config: UpstreamTestConfig, -) -> None: - """Apply YAML allow_list/block_list filtering to upstream tests. - Only affects tests whose file path is under ``config._upstream_tests_base``. - Tests not listed in the YAML config are skipped (opt-in model). - ``block_list`` takes precedence over ``allow_list``. - """ +def _should_skip_params(item: pytest.Item, allow_entry: AllowEntry) -> bool: + callspec = getattr(item, "callspec", None) + if not callspec: + return False + for ps in allow_entry.param_skips: + if ps.param_name in callspec.params and callspec.params[ps.param_name] in ps.values: + return True + return False + + +def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item]) -> None: upstream_tests_base = getattr(config, "_upstream_tests_base", None) if not upstream_tests_base: return upstream_tests_base = Path(upstream_tests_base).resolve() - # rel_path in YAML is relative to the upstream repo root, which is the - # parent of the tests/ directory. upstream_repo_root = upstream_tests_base.parent - - # Build lookup: resolved absolute path -> FileConfig - file_configs: dict[Path, FileConfig] = {} - for fc in upstream_config.files: - abs_path = (upstream_repo_root / fc.rel_path).resolve() - file_configs[abs_path] = fc + file_configs = {(upstream_repo_root / fc.rel_path).resolve(): fc for fc in _UPSTREAM_CONFIG.files} for item in items: test_path = Path(item.fspath).resolve() - - # Only filter upstream tests. if not test_path.is_relative_to(upstream_tests_base): continue fc = _find_file_config(test_path, file_configs) if fc is None: - item.add_marker( - pytest.mark.skip(reason=f"upstream test file not in {_YAML_FILENAME}") - ) + item.add_marker(pytest.mark.skip(reason=f"not in {_YAML_FILENAME}")) continue test_name = item.originalname or item.name - - # block_list takes precedence. if _matches_block_list(test_name, fc.block_list): - item.add_marker( - pytest.mark.skip(reason=f"blocked by {_YAML_FILENAME} block_list") - ) + item.add_marker(pytest.mark.skip(reason=f"blocked by {_YAML_FILENAME}")) continue allow_entry = _find_allow_entry(test_name, fc.allow_list) if allow_entry is None: - item.add_marker( - pytest.mark.skip( - reason=f"test not in {_YAML_FILENAME} allow_list for {fc.rel_path}" - ) - ) + item.add_marker(pytest.mark.skip(reason=f"not in allow_list")) continue - # Parameter-level skips within the allowed test. if _should_skip_params(item, allow_entry): - item.add_marker( - pytest.mark.skip(reason=f"parameter combination skipped by {_YAML_FILENAME}") - ) + item.add_marker(pytest.mark.skip(reason=f"param skipped")) continue - # Apply mode-based markers. if allow_entry.mode == "xfail": - item.add_marker(pytest.mark.xfail( - reason=f"expected failure per {_YAML_FILENAME}", strict=False, - )) + item.add_marker(pytest.mark.xfail(strict=False)) elif allow_entry.mode == "xfail_strict": - item.add_marker(pytest.mark.xfail( - reason=f"expected strict failure per {_YAML_FILENAME}", strict=True, - )) - - -def _find_file_config( - test_path: Path, file_configs: dict[Path, FileConfig], -) -> FileConfig | None: - """Find the FileConfig for a test file path. - - Supports both exact file matches and directory-level configs. - """ - # Exact file match first. - if test_path in file_configs: - return file_configs[test_path] - - # Directory prefix match (rel_path points to a directory). - for config_path, fc in file_configs.items(): - if test_path.is_relative_to(config_path): - return fc - - return None - - -def _matches_block_list(test_name: str, block_list: tuple[BlockEntry, ...]) -> bool: - """Return True if test_name matches any block_list entry.""" - return any(fnmatch.fnmatch(test_name, entry.test) for entry in block_list) - - -def _find_allow_entry( - test_name: str, allow_list: tuple[AllowEntry, ...], -) -> AllowEntry | None: - """Return the first matching allow_list entry, or None.""" - for entry in allow_list: - if fnmatch.fnmatch(test_name, entry.test): - return entry - return None - - -def _should_skip_params(item: pytest.Item, allow_entry: AllowEntry) -> bool: - """Return True if the item's parameters match any param skip rule.""" - callspec = getattr(item, "callspec", None) - if callspec is None: - return False - - for ps in allow_entry.param_skips: - if ps.param_name in callspec.params: - if callspec.params[ps.param_name] in ps.values: - return True - return False - - -# --------------------------------------------------------------------------- -# Hook: pytest_generate_tests — override parametrize values from YAML -# --------------------------------------------------------------------------- - - -def _resolve_upstream_repo_root(config: pytest.Config) -> Path | None: - """Return the upstream repo root, or None if upstream tests are not active.""" - base = getattr(config, "_upstream_tests_base", None) - if base is None: - return None - return Path(base).resolve().parent + item.add_marker(pytest.mark.xfail(strict=True)) @pytest.hookimpl(tryfirst=True) def pytest_generate_tests(metafunc: pytest.Metafunc) -> None: - """Replace upstream parametrize values with Spyre-compatible ranges. - - Reads ``params.override`` from upstream_tests.yaml and rewrites - ``@pytest.mark.parametrize`` markers in-place before test generation. - """ - upstream_repo_root = _resolve_upstream_repo_root(metafunc.config) - if upstream_repo_root is None: + upstream_tests_base = getattr(metafunc.config, "_upstream_tests_base", None) + if not upstream_tests_base: return + upstream_repo_root = Path(upstream_tests_base).resolve().parent test_path = Path(metafunc.definition.fspath).resolve() - upstream_tests_base = (upstream_repo_root / "tests").resolve() - if not test_path.is_relative_to(upstream_tests_base): - return - - # Build file config lookup (same logic as collection filtering). - file_configs: dict[Path, FileConfig] = {} - for fc in _UPSTREAM_CONFIG.files: - file_configs[(upstream_repo_root / fc.rel_path).resolve()] = fc - + file_configs = {(upstream_repo_root / fc.rel_path).resolve(): fc for fc in _UPSTREAM_CONFIG.files} + fc = _find_file_config(test_path, file_configs) - if fc is None: + if not fc: return test_name = metafunc.definition.originalname or metafunc.definition.name allow_entry = _find_allow_entry(test_name, fc.allow_list) - if allow_entry is None or not allow_entry.param_overrides: + if not allow_entry or not allow_entry.param_overrides: return for po in allow_entry.param_overrides: if po.param_name not in metafunc.fixturenames: - #TODO: Add logging here that we are skippiung the param name continue for i, marker in enumerate(metafunc.definition.own_markers): if marker.name == "parametrize" and marker.args[0] == po.param_name: - new_marker = pytest.mark.parametrize(po.param_name, list(po.values)) - metafunc.definition.own_markers[i] = new_marker.mark + metafunc.definition.own_markers[i] = pytest.mark.parametrize( + po.param_name, list(po.values) + ).mark break -# --------------------------------------------------------------------------- -# Hook: pytest_collection_modifyitems — YAML filter for upstream tests -# --------------------------------------------------------------------------- - -def pytest_collection_modifyitems( - config: pytest.Config, - items: list[pytest.Item], -) -> None: - """Apply upstream YAML filtering to collected tests (opt-in model).""" - _apply_upstream_yaml_filter(config, items, _UPSTREAM_CONFIG) - - -# --------------------------------------------------------------------------- -# Fixture: default_vllm_config — Spyre-specific override -# --------------------------------------------------------------------------- - def _spyre_default_vllm_config(monkeypatch): - """Spyre-specific VllmConfig. Plain generator — NOT @pytest.fixture decorated. - - Used as a replacement for fixturedef.func in the pytest_fixture_setup hook. - Must NOT be decorated with @pytest.fixture (would trigger pytest 8 call guard). - """ from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config from vllm.config.compilation import CompilationConfig from vllm.platforms import PlatformEnum, current_platform - from vllm.plugins import load_general_plugins monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) - load_general_plugins() config = VllmConfig( device_config=DeviceConfig(device="cpu"), @@ -315,18 +208,11 @@ def _spyre_default_vllm_config(monkeypatch): @pytest.fixture() def default_vllm_config(monkeypatch): - """Fallback fixture when no upstream conftest defines default_vllm_config.""" yield from _spyre_default_vllm_config(monkeypatch) @pytest.hookimpl(tryfirst=True) def pytest_fixture_setup(fixturedef, request): - """Swap any default_vllm_config fixture (including upstream conftest) with Spyre config. - - Modifies fixturedef in-place and returns None so the default - pytest_fixture_setup hook executes our function via call_fixture_func - (which handles generator teardown correctly). - """ if fixturedef.argname == "default_vllm_config": - fixturedef.func = _spyre_default_vllm_config # plain function, no call guard - fixturedef.argnames = ("monkeypatch",) # so pytest resolves the dependency + fixturedef.func = _spyre_default_vllm_config + fixturedef.argnames = ("monkeypatch",) diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml index 5f93d35a5..32a1cac99 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -29,5 +29,6 @@ tests: strided_input: [true] override: num_tokens: [1, 16] + hidden_size: [8] block_list: - test: "test_fused_rms_norm_quant" From 042380e56eac6a79f54790d492e9a80ef6a70fd6 Mon Sep 17 00:00:00 2001 From: romit Date: Fri, 13 Mar 2026 07:21:27 +0000 Subject: [PATCH 09/24] Local rms norm tests working Signed-off-by: romit --- vllm_spyre_next/tests/conftest.py | 44 +++++++++++++++++++ vllm_spyre_next/tests/test_rms_norm.py | 30 +++---------- .../vllm_spyre_next/custom_ops/rms_norm.py | 24 +++++++--- vllm_spyre_next/vllm_spyre_next/platform.py | 4 +- .../vllm_spyre_next/testing/pytest_plugin.py | 4 +- 5 files changed, 74 insertions(+), 32 deletions(-) create mode 100644 vllm_spyre_next/tests/conftest.py diff --git a/vllm_spyre_next/tests/conftest.py b/vllm_spyre_next/tests/conftest.py new file mode 100644 index 000000000..51acda4f2 --- /dev/null +++ b/vllm_spyre_next/tests/conftest.py @@ -0,0 +1,44 @@ +"""Shared fixtures for vllm_spyre_next tests.""" + +import pytest + + +@pytest.fixture() +def default_vllm_config(monkeypatch): + """Set a default VllmConfig for tests that directly test CustomOps. + + Mirrors the fixture from vLLM's tests/conftest.py — required because + CustomOp.__init__ calls get_current_vllm_config() to resolve dispatch. + + Also ensures the platform is detected as OOT (matching + TorchSpyrePlatform._enum = PlatformEnum.OOT) so that + dispatch_forward selects forward_oot. + """ + from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config + from vllm.config.compilation import CompilationConfig + from vllm.platforms import PlatformEnum, current_platform + from vllm.plugins import load_general_plugins + from vllm.forward_context import ForwardContext, override_forward_context + + # Ensure platform dispatches as OOT, matching TorchSpyrePlatform + monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) + load_general_plugins() + + # Explicitly register custom ops + from vllm_spyre_next.custom_ops import register_all + register_all() + + config = VllmConfig( + device_config=DeviceConfig(device="cpu"), + compilation_config=CompilationConfig(custom_ops=["all"]), + ) + with set_current_vllm_config(config): + # Set up forward context so custom ops can find layers in no_compile_layers + forward_ctx = ForwardContext( + no_compile_layers=config.compilation_config.static_forward_context, + attn_metadata={}, + slot_mapping={}, + virtual_engine=0, + ) + with override_forward_context(forward_ctx): + yield \ No newline at end of file diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index b1f4b895b..89be96f00 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -18,30 +18,12 @@ def reference_rms_norm( x_normed = x_normed * weight.float() return x_normed -@pytest.fixture() -def default_vllm_config(monkeypatch): - from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config - from vllm.config.compilation import CompilationConfig - from vllm.platforms import PlatformEnum, current_platform - from vllm.plugins import load_general_plugins - - monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) - load_general_plugins() - from vllm_spyre_next.custom_ops import register_all - register_all() - - config = VllmConfig( - device_config=DeviceConfig(device="cpu"), - compilation_config=CompilationConfig(custom_ops=["all"]), - ) - with set_current_vllm_config(config): - yield -@pytest.mark.spyre +@pytest.mark.cpu @pytest.mark.parametrize("batch_size", [1]) @pytest.mark.parametrize("hidden_size", [128, 512]) def test_spyre_rmsnorm_matches_reference(default_vllm_config, batch_size, hidden_size): - """SpyreRMSNorm forward_native output matches golden reference.""" + """SpyreRMSNorm (no compile) output matches golden reference.""" from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm eps = 1e-6 @@ -90,9 +72,9 @@ def mock_forward_native_with_residual(x, residual=None): return 2 * x, 2 * residual -@pytest.mark.cpu -@pytest.mark.parametrize("residual", [None, torch.randn(4, 128, dtype=torch.float32)]) -def test_rmsnorm_oot_dispatch(default_vllm_config, monkeypatch, dummy_tensor, residual): +@pytest.mark.spyre +@pytest.mark.parametrize("use_residual", [False, True]) +def test_rmsnorm_oot_dispatch(default_vllm_config, monkeypatch, dummy_tensor, use_residual): """Verify RMSNorm OOT registration: class swap and forward_oot routing.""" from vllm.model_executor.layers.layernorm import RMSNorm from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm @@ -105,6 +87,8 @@ def test_rmsnorm_oot_dispatch(default_vllm_config, monkeypatch, dummy_tensor, re # dispatch_forward should have selected forward_oot assert layer._forward_method == layer.forward_oot + residual = torch.randn(4, 128, dtype=torch.float32) if use_residual else None + # Mock forward_native (called by forward_oot) with a known transform if residual is not None: monkeypatch.setattr(layer, "forward_native", mock_forward_native_with_residual) diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py index 1af1d4191..67fa5af9c 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py @@ -183,7 +183,8 @@ def forward_spyre( x_var = x[:, :, :variance_size_override] - variance = x_var.pow(2).mean(dim=-1, keepdim=True) + # After transpose, hidden dim is now dim=0 + variance = x_var.pow(2).mean(dim=0, keepdim=True) x = x * torch.rsqrt(variance + variance_epsilon) x = x.transpose(-1, -2).contiguous() @@ -226,14 +227,15 @@ def forward_native( if self.variance_size_override is not None: raise NotImplementedError("TODO: variance_size_override not yet implemented") - batch_padding = x.shape[0] + orig_batch_size = x.shape[0] # Pad to minimum batch size of 64 (Spyre constraint) + # Pad at END so original data stays at indices [0:orig_batch_size] if x.shape[0] < 64: - batch_padding = 64 - x.shape[0] - x = torch.nn.functional.pad(x, (0, 0, batch_padding, 0)) + pad_amount = 64 - x.shape[0] + x = torch.nn.functional.pad(x, (0, 0, 0, pad_amount)) if residual is not None: - residual = torch.nn.functional.pad(residual, (0, 0, batch_padding, 0)) + residual = torch.nn.functional.pad(residual, (0, 0, 0, pad_amount)) # Execute compiled kernel on Spyre device # convert_for_spyre: CPU tensor -> Spyre device (float16) @@ -248,9 +250,9 @@ def forward_native( # Transfer back to CPU and restore original shape return pytree.tree_map( - lambda el: el[:batch_padding, :], + lambda el: el[:orig_batch_size, :], convert_from_spyre(outs, dtype=x_dtype, device=x_device), - )[0] + ) def forward_oot( self, @@ -301,6 +303,9 @@ def spyre_rmsnorm_fake( return +_REGISTERED = False + + def register(): """Register the spyre_rmsnorm custom op with vLLM. @@ -309,6 +314,11 @@ def register(): - fake_impl: Shape inference implementation (spyre_rmsnorm_fake) - mutates_args: Indicates 'output' is modified in-place """ + global _REGISTERED + if _REGISTERED: + return + _REGISTERED = True + direct_register_custom_op( op_name="spyre_rmsnorm", op_func=spyre_rmsnorm, diff --git a/vllm_spyre_next/vllm_spyre_next/platform.py b/vllm_spyre_next/vllm_spyre_next/platform.py index 85046173b..be12dc690 100644 --- a/vllm_spyre_next/vllm_spyre_next/platform.py +++ b/vllm_spyre_next/vllm_spyre_next/platform.py @@ -68,7 +68,9 @@ def log_server_boot(cls, vllm_config: VllmConfig) -> None: from vllm_spyre_next import _version - model_name = vllm_config.model_config.model + model_name = ( + vllm_config.model_config.model if vllm_config.model_config else "N/A" + ) logger.info(message, _version.version, model_name) diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index b50fd543c..e9cdfac4e 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -213,6 +213,8 @@ def default_vllm_config(monkeypatch): @pytest.hookimpl(tryfirst=True) def pytest_fixture_setup(fixturedef, request): - if fixturedef.argname == "default_vllm_config": + # Only replace fixture when running upstream vLLM tests, not local plugin tests + upstream_tests_base = getattr(request.config, "_upstream_tests_base", None) + if upstream_tests_base and fixturedef.argname == "default_vllm_config": fixturedef.func = _spyre_default_vllm_config fixturedef.argnames = ("monkeypatch",) From 1b6256b0210b6059b09327e01bfac64124e8de9e Mon Sep 17 00:00:00 2001 From: romit Date: Fri, 13 Mar 2026 09:40:18 +0000 Subject: [PATCH 10/24] Upstream tests working Signed-off-by: romit --- vllm_spyre_next/tests/conftest.py | 44 ------------------- .../vllm_spyre_next/custom_ops/rms_norm.py | 2 - .../vllm_spyre_next/testing/pytest_plugin.py | 35 ++++++++++++--- .../testing/upstream_tests.yaml | 2 +- 4 files changed, 30 insertions(+), 53 deletions(-) delete mode 100644 vllm_spyre_next/tests/conftest.py diff --git a/vllm_spyre_next/tests/conftest.py b/vllm_spyre_next/tests/conftest.py deleted file mode 100644 index 51acda4f2..000000000 --- a/vllm_spyre_next/tests/conftest.py +++ /dev/null @@ -1,44 +0,0 @@ -"""Shared fixtures for vllm_spyre_next tests.""" - -import pytest - - -@pytest.fixture() -def default_vllm_config(monkeypatch): - """Set a default VllmConfig for tests that directly test CustomOps. - - Mirrors the fixture from vLLM's tests/conftest.py — required because - CustomOp.__init__ calls get_current_vllm_config() to resolve dispatch. - - Also ensures the platform is detected as OOT (matching - TorchSpyrePlatform._enum = PlatformEnum.OOT) so that - dispatch_forward selects forward_oot. - """ - from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config - from vllm.config.compilation import CompilationConfig - from vllm.platforms import PlatformEnum, current_platform - from vllm.plugins import load_general_plugins - from vllm.forward_context import ForwardContext, override_forward_context - - # Ensure platform dispatches as OOT, matching TorchSpyrePlatform - monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) - load_general_plugins() - - # Explicitly register custom ops - from vllm_spyre_next.custom_ops import register_all - register_all() - - config = VllmConfig( - device_config=DeviceConfig(device="cpu"), - compilation_config=CompilationConfig(custom_ops=["all"]), - ) - with set_current_vllm_config(config): - # Set up forward context so custom ops can find layers in no_compile_layers - forward_ctx = ForwardContext( - no_compile_layers=config.compilation_config.static_forward_context, - attn_metadata={}, - slot_mapping={}, - virtual_engine=0, - ) - with override_forward_context(forward_ctx): - yield \ No newline at end of file diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py index 67fa5af9c..90e0338cd 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py @@ -219,8 +219,6 @@ def forward_native( Returns: Normalized output [batch_size, hidden_size] in bfloat16 """ - print("inside spyre") - x_dtype = x.dtype x_device = x.device diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index e9cdfac4e..b1cc5222c 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -79,12 +79,14 @@ def _parse_config(raw_tests: dict) -> UpstreamTestConfig: def pytest_configure(config): """Register Spyre plugins and detect vllm repo.""" # Set env vars BEFORE any vllm imports - os.environ["VLLM_PLUGINS"] = "spyre_next" - + # Include both platform plugin (spyre_next) and general plugin (spyre_next_ops) + # The general plugin registers custom ops (RMSNorm, etc.) + os.environ["VLLM_PLUGINS"] = "spyre_next,spyre_next_ops" + # Load plugins early to register custom ops before test modules import RMSNorm from vllm.plugins import load_general_plugins load_general_plugins() - + # Detect vllm repo rootdir = Path(config.rootdir) tests_dir = rootdir / "tests" @@ -195,15 +197,23 @@ def _spyre_default_vllm_config(monkeypatch): from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config from vllm.config.compilation import CompilationConfig from vllm.platforms import PlatformEnum, current_platform + from vllm.forward_context import set_forward_context monkeypatch.setattr(type(current_platform), "_enum", PlatformEnum.OOT) + # Explicitly register custom ops + from vllm_spyre_next.custom_ops import register_all + register_all() + config = VllmConfig( device_config=DeviceConfig(device="cpu"), compilation_config=CompilationConfig(custom_ops=["all"]), ) with set_current_vllm_config(config): - yield + # Set forward context so custom ops can access no_compile_layers + # (populated from static_forward_context where SpyreRMSNorm registers) + with set_forward_context(None, config): + yield @pytest.fixture() @@ -211,10 +221,23 @@ def default_vllm_config(monkeypatch): yield from _spyre_default_vllm_config(monkeypatch) +@pytest.fixture() +def should_do_global_cleanup_after_test(): + """Skip global cleanup for Spyre - torch.accelerator.empty_cache() doesn't work for Spyre yet.""" + return False + + @pytest.hookimpl(tryfirst=True) def pytest_fixture_setup(fixturedef, request): - # Only replace fixture when running upstream vLLM tests, not local plugin tests + # Only replace fixtures when running upstream vLLM tests, not local plugin tests upstream_tests_base = getattr(request.config, "_upstream_tests_base", None) - if upstream_tests_base and fixturedef.argname == "default_vllm_config": + if not upstream_tests_base: + return + + if fixturedef.argname == "default_vllm_config": fixturedef.func = _spyre_default_vllm_config fixturedef.argnames = ("monkeypatch",) + elif fixturedef.argname == "should_do_global_cleanup_after_test": + # Skip cleanup - Spyre allocator doesn't support torch.accelerator.empty_cache() + fixturedef.func = lambda: False + fixturedef.argnames = () diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml index 32a1cac99..d5ca21a1d 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -29,6 +29,6 @@ tests: strided_input: [true] override: num_tokens: [1, 16] - hidden_size: [8] + hidden_size: [64] block_list: - test: "test_fused_rms_norm_quant" From 63402fd83bac70246382cd34cf90cee7ed2a4664 Mon Sep 17 00:00:00 2001 From: romit Date: Fri, 13 Mar 2026 10:12:29 +0000 Subject: [PATCH 11/24] Formating changes Signed-off-by: romit --- vllm_spyre_next/tests/test_rms_norm.py | 3 ++- vllm_spyre_next/vllm_spyre_next/__init__.py | 3 +++ vllm_spyre_next/vllm_spyre_next/platform.py | 4 +--- .../vllm_spyre_next/testing/models.py | 1 + .../vllm_spyre_next/testing/pytest_plugin.py | 17 ++++++++++++----- 5 files changed, 19 insertions(+), 9 deletions(-) diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index 89be96f00..cf4d08b66 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -5,6 +5,7 @@ import pytest import torch + def reference_rms_norm( x: torch.Tensor, weight: torch.Tensor | None, @@ -54,9 +55,9 @@ def test_spyre_rmsnorm_on_device(default_vllm_config, batch_size, hidden_size): expected = reference_rms_norm(x, layer.weight.data, eps) actual = layer.forward_native(x) - torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) + @pytest.fixture def dummy_tensor(): return torch.randn(4, 128, dtype=torch.float32) diff --git a/vllm_spyre_next/vllm_spyre_next/__init__.py b/vllm_spyre_next/vllm_spyre_next/__init__.py index a48afb9dc..5fda4cc0a 100644 --- a/vllm_spyre_next/vllm_spyre_next/__init__.py +++ b/vllm_spyre_next/vllm_spyre_next/__init__.py @@ -13,11 +13,14 @@ def register(): """Register the Spyre platform.""" return "vllm_spyre_next.platform.TorchSpyrePlatform" + def register_ops(): """Register OOT custom ops for Spyre.""" from vllm_spyre_next.custom_ops import register_all + register_all() + def _init_logging(): """Setup logging, extending from the vLLM logging config""" config = dict[str, Any]() diff --git a/vllm_spyre_next/vllm_spyre_next/platform.py b/vllm_spyre_next/vllm_spyre_next/platform.py index be12dc690..3f2f18d9c 100644 --- a/vllm_spyre_next/vllm_spyre_next/platform.py +++ b/vllm_spyre_next/vllm_spyre_next/platform.py @@ -68,9 +68,7 @@ def log_server_boot(cls, vllm_config: VllmConfig) -> None: from vllm_spyre_next import _version - model_name = ( - vllm_config.model_config.model if vllm_config.model_config else "N/A" - ) + model_name = vllm_config.model_config.model if vllm_config.model_config else "N/A" logger.info(message, _version.version, model_name) diff --git a/vllm_spyre_next/vllm_spyre_next/testing/models.py b/vllm_spyre_next/vllm_spyre_next/testing/models.py index 45e568e79..742be96ec 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/models.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/models.py @@ -1,4 +1,5 @@ """Data models for the vllm-spyre-next test infrastructure.""" + from __future__ import annotations from dataclasses import dataclass diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index b1cc5222c..da3aea785 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -6,6 +6,7 @@ 2. Filters tests via declarative YAML config (upstream_tests.yaml) 3. Provides the default_vllm_config fixture with Spyre-specific config """ + from __future__ import annotations import fnmatch @@ -85,6 +86,7 @@ def pytest_configure(config): # Load plugins early to register custom ops before test modules import RMSNorm from vllm.plugins import load_general_plugins + load_general_plugins() # Detect vllm repo @@ -131,7 +133,9 @@ def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item upstream_tests_base = Path(upstream_tests_base).resolve() upstream_repo_root = upstream_tests_base.parent - file_configs = {(upstream_repo_root / fc.rel_path).resolve(): fc for fc in _UPSTREAM_CONFIG.files} + file_configs = { + (upstream_repo_root / fc.rel_path).resolve(): fc for fc in _UPSTREAM_CONFIG.files + } for item in items: test_path = Path(item.fspath).resolve() @@ -150,11 +154,11 @@ def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item allow_entry = _find_allow_entry(test_name, fc.allow_list) if allow_entry is None: - item.add_marker(pytest.mark.skip(reason=f"not in allow_list")) + item.add_marker(pytest.mark.skip(reason="not in allow_list")) continue if _should_skip_params(item, allow_entry): - item.add_marker(pytest.mark.skip(reason=f"param skipped")) + item.add_marker(pytest.mark.skip(reason="param skipped")) continue if allow_entry.mode == "xfail": @@ -171,8 +175,10 @@ def pytest_generate_tests(metafunc: pytest.Metafunc) -> None: upstream_repo_root = Path(upstream_tests_base).resolve().parent test_path = Path(metafunc.definition.fspath).resolve() - file_configs = {(upstream_repo_root / fc.rel_path).resolve(): fc for fc in _UPSTREAM_CONFIG.files} - + file_configs = { + (upstream_repo_root / fc.rel_path).resolve(): fc for fc in _UPSTREAM_CONFIG.files + } + fc = _find_file_config(test_path, file_configs) if not fc: return @@ -203,6 +209,7 @@ def _spyre_default_vllm_config(monkeypatch): # Explicitly register custom ops from vllm_spyre_next.custom_ops import register_all + register_all() config = VllmConfig( From 7b819404395d67189210ab62ce5a8bf4e59a8d1f Mon Sep 17 00:00:00 2001 From: romit Date: Mon, 16 Mar 2026 09:14:00 +0000 Subject: [PATCH 12/24] Addressed PR comments around spyre test and pytest plugin marker registration Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 10 +-- vllm_spyre_next/tests/test_rms_norm.py | 62 +++++++++++-------- .../vllm_spyre_next/custom_ops/rms_norm.py | 11 +--- .../vllm_spyre_next/testing/pytest_plugin.py | 5 ++ .../testing/upstream_tests.yaml | 4 +- 5 files changed, 51 insertions(+), 41 deletions(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index a602c566b..5b314d899 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -199,11 +199,11 @@ filterwarnings = [ # addopts = "-m 'spyre or upstream_passing'" # --8<-- [start:test-markers-definition] -# markers = [ -# "spyre: Tests that require a Spyre device", -# "upstream: Tests coming from upstream vLLM", -# "upstream_passing: Tests known to pass from upstream vLLM", -# ] +markers = [ + "spyre: Tests that require a Spyre device", + "upstream: Tests coming from upstream vLLM", + "upstream_passing: Tests known to pass from upstream vLLM" +] # --8<-- [end:test-markers-definition] [tool.markdownlint] diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index cf4d08b66..5fb585a0e 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -10,40 +10,37 @@ def reference_rms_norm( x: torch.Tensor, weight: torch.Tensor | None, eps: float, -) -> torch.Tensor: + residual: torch.Tensor | None = None, +) -> torch.Tensor | tuple[torch.Tensor, torch.Tensor]: """Golden reference: standard RMSNorm in PyTorch.""" + if residual is not None: + x = x + residual x_float = x.float() variance = x_float.pow(2).mean(dim=-1, keepdim=True) x_normed = x_float * torch.rsqrt(variance + eps) if weight is not None: x_normed = x_normed * weight.float() + if residual is not None: + return x_normed, x.float() return x_normed -@pytest.mark.cpu -@pytest.mark.parametrize("batch_size", [1]) -@pytest.mark.parametrize("hidden_size", [128, 512]) -def test_spyre_rmsnorm_matches_reference(default_vllm_config, batch_size, hidden_size): - """SpyreRMSNorm (no compile) output matches golden reference.""" - from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm - - eps = 1e-6 - torch.manual_seed(42) - - x = torch.randn(batch_size, hidden_size, dtype=torch.float16) - layer = SpyreRMSNorm(hidden_size, eps=eps) - - expected = reference_rms_norm(x, layer.weight.data, eps) - actual = layer.forward(x) - - torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) - - @pytest.mark.spyre @pytest.mark.parametrize("batch_size", [1]) @pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) -def test_spyre_rmsnorm_on_device(default_vllm_config, batch_size, hidden_size): - """SpyreRMSNorm full forward pass on Spyre hardware.""" +@pytest.mark.parametrize("use_residual", [False, True]) +def test_spyre_rmsnorm_matches_reference( + default_vllm_config, + batch_size, + hidden_size, + use_residual +): + """SpyreRMSNorm output matches golden reference. + + Tests both paths: + - forward(): custom op dispatch (no-compile path via torch.ops.vllm.spyre_rmsnorm) + - forward_native(): direct Spyre device execution + """ from vllm_spyre_next.custom_ops.rms_norm import SpyreRMSNorm eps = 1e-6 @@ -51,11 +48,26 @@ def test_spyre_rmsnorm_on_device(default_vllm_config, batch_size, hidden_size): x = torch.randn(batch_size, hidden_size, dtype=torch.float16) layer = SpyreRMSNorm(hidden_size, eps=eps) + residual = torch.randn(batch_size, hidden_size, dtype=torch.float32) if use_residual else None + + expected = reference_rms_norm(x, layer.weight.data, eps, residual) + actual = layer.forward_native(x, residual) - expected = reference_rms_norm(x, layer.weight.data, eps) - actual = layer.forward_native(x) + if use_residual: + expected_norm, expected_resid = expected + actual_norm, actual_resid = actual + torch.testing.assert_close(actual_norm.float(), expected_norm.float(), atol=1e-2, rtol=1e-2) + torch.testing.assert_close(actual_resid.float(), expected_resid.float(), atol=1e-2, rtol=1e-2) + else: + torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) - torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) + actual_forward = layer.forward(x, residual) + if use_residual: + actual_fwd_norm, actual_fwd_resid = actual_forward + torch.testing.assert_close(actual_fwd_norm.float(), expected_norm.float(), atol=1e-2, rtol=1e-2) + torch.testing.assert_close(actual_fwd_resid.float(), expected_resid.float(), atol=1e-2, rtol=1e-2) + else: + torch.testing.assert_close(actual_forward.float(), expected.float(), atol=1e-2, rtol=1e-2) @pytest.fixture diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py index 90e0338cd..1bf32049a 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py @@ -42,6 +42,7 @@ from vllm.config import get_current_vllm_config from vllm.forward_context import get_forward_context from vllm.model_executor.layers.layernorm import RMSNorm +from functools import lru_cache from .utils import convert_for_spyre, convert_from_spyre @@ -300,10 +301,7 @@ def spyre_rmsnorm_fake( """ return - -_REGISTERED = False - - +@lru_cache(maxsize=1) def register(): """Register the spyre_rmsnorm custom op with vLLM. @@ -312,11 +310,6 @@ def register(): - fake_impl: Shape inference implementation (spyre_rmsnorm_fake) - mutates_args: Indicates 'output' is modified in-place """ - global _REGISTERED - if _REGISTERED: - return - _REGISTERED = True - direct_register_custom_op( op_name="spyre_rmsnorm", op_func=spyre_rmsnorm, diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index da3aea785..884567a14 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -153,6 +153,11 @@ def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item continue allow_entry = _find_allow_entry(test_name, fc.allow_list) + + if allow_entry: + for tag in allow_entry.tags: + item.add_marker(getattr(pytest.mark, tag)) + if allow_entry is None: item.add_marker(pytest.mark.skip(reason="not in allow_list")) continue diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml index d5ca21a1d..00715ac41 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -9,7 +9,7 @@ # rel_path Path relative to upstream vLLM repo root # allow_list[].test fnmatch glob matched against test function name # allow_list[].mode mandatory_pass (default) | xfail | xfail_strict -# allow_list[].tags Free-form labels for traceability (no runtime effect) +# allow_list[].tags Labels applied as pytest markers (filterable via -m) # allow_list[].params.skip # Parameter name -> list of values to skip # allow_list[].params.override @@ -22,7 +22,7 @@ tests: allow_list: - test: "test_rms_norm" mode: mandatory_pass - tags: [rmsnorm, llama, granite] + tags: [rmsnorm, upstream] params: skip: add_residual: [true] From 8d1446d1428585c43071a194d776017e7c832a11 Mon Sep 17 00:00:00 2001 From: romit Date: Mon, 16 Mar 2026 13:38:29 +0000 Subject: [PATCH 13/24] Updated pytest plugin to move to cache based approach for vllm repo Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 9 +- vllm_spyre_next/tests/test_rms_norm.py | 2 + .../vllm_spyre_next/testing/pytest_plugin.py | 314 +++++++++++++++++- .../testing/upstream_tests.yaml | 1 - 4 files changed, 308 insertions(+), 18 deletions(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 5b314d899..a22fbebe1 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -12,7 +12,7 @@ readme = "README.md" license = {text = "Apache 2"} dependencies = [ "torch-spyre", - # "vllm==0.15.1+cpu", + "vllm==0.15.1+cpu", # Listing as direct deps to ensure they're picked up from the correct index. # Versions intentionally left out because these are dependencies of dependencies. @@ -59,7 +59,8 @@ override-dependencies = [ "arctic-inference; sys_platform == 'never'", "perf-analyzer; sys_platform == 'never'", - # Skip packages on s390x and ppc64le that are expected to be pre-installed + # Skip packages on s390x and ppc64le, expected to be pre-installed + "torch ; platform_machine not in 's390x, ppc64le'", "vllm ; platform_machine not in 's390x, ppc64le'", "ray; platform_machine not in 's390x, ppc64le'", # uv doesn't resolve numba->llvmlite constraint correctly... @@ -95,7 +96,7 @@ extra-build-variables = { vllm = { VLLM_TARGET_DEVICE = "cpu" } } # NB: torch-spyre can only be compiled where `sendnn` is available [tool.uv.sources] # This is the unreleased v0.16.0 tag with 2.10 support -# vllm = { git = "https://github.com/vllm-project/vllm", rev = "2d5be1dd5ce2e44dfea53ea03ff61143da5137eb" } +vllm = { git = "https://github.com/vllm-project/vllm", rev = "2d5be1dd5ce2e44dfea53ea03ff61143da5137eb" } # see https://github.com/torch-spyre/torch-spyre/pull/746 torch-spyre = { git = "https://github.com/torch-spyre/torch-spyre", rev = "bd7502baa9123d292e56dbd4928147969ecdf63c" } torch = [ @@ -202,7 +203,7 @@ filterwarnings = [ markers = [ "spyre: Tests that require a Spyre device", "upstream: Tests coming from upstream vLLM", - "upstream_passing: Tests known to pass from upstream vLLM" + "upstream_passing: Tests known to pass from upstream vLLM", ] # --8<-- [end:test-markers-definition] diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index 5fb585a0e..a030cbad7 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -26,6 +26,7 @@ def reference_rms_norm( @pytest.mark.spyre +@pytest.mark.rmsnorm @pytest.mark.parametrize("batch_size", [1]) @pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) @pytest.mark.parametrize("use_residual", [False, True]) @@ -86,6 +87,7 @@ def mock_forward_native_with_residual(x, residual=None): @pytest.mark.spyre +@pytest.mark.rmsnorm @pytest.mark.parametrize("use_residual", [False, True]) def test_rmsnorm_oot_dispatch(default_vllm_config, monkeypatch, dummy_tensor, use_residual): """Verify RMSNorm OOT registration: class swap and forward_oot routing.""" diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 884567a14..40a001224 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -1,16 +1,45 @@ """ pytest11 plugin for vllm-spyre-next. -When running pytest from the vllm repo, this plugin: - 1. Registers Spyre custom ops (RMSNorm etc.) early via load_general_plugins - 2. Filters tests via declarative YAML config (upstream_tests.yaml) - 3. Provides the default_vllm_config fixture with Spyre-specific config +This plugin integrates upstream vLLM tests with vLLM-spyre-next +and filtering via a declarative YAML config (upstream_tests.yaml). + +Hook Execution Order +--------------------- +1. pytest_configure (tryfirst) + - Loads Spyre plugins (custom ops, platform) + - Detects local vLLM repo OR clones to ~/.cache/vllm-upstream-tests/ + - Injects test paths into pytest collection + +2. pytest_generate_tests (tryfirst) + - Overrides test parameters from YAML (e.g., num_tokens: [1, 16]) + - Must run during collection before parametrization finalizes + +3. pytest_collection_modifyitems + - Applies skip/xfail markers based on YAML allow_list/block_list + - Applies tag markers for filtering (e.g., pytest -m rmsnorm) + +4. pytest_fixture_setup (tryfirst) + - Overrides default_vllm_config fixture with Spyre-specific config + +Environment Variables +--------------------- +SKIP_UPSTREAM_TESTS Set to 1/true/yes to skip upstream test cloning +UPSTREAM_TESTS_PATHS Comma-separated paths (default: auto from YAML) +VLLM_COMMIT Override vLLM commit (default: from pyproject.toml) +VLLM_REPO_URL Override vLLM repo URL +XDG_CACHE_HOME Base cache directory (default: ~/.cache) """ from __future__ import annotations import fnmatch import os +import re +import subprocess +import sys +import tempfile +import time from pathlib import Path import pytest @@ -28,6 +57,30 @@ _YAML_FILENAME = "upstream_tests.yaml" _YAML_PATH = Path(__file__).parent / _YAML_FILENAME +# Global terminal reporter for pytest-aware logging +_terminal_reporter = None + + +# --------------------------------------------------------------------------- +# Logging +# --------------------------------------------------------------------------- + + +def _log(msg: str): + """Log message to pytest terminal reporter if available. + This allows logs to be printed from this file even when pytest is capturing output. + """ + if _terminal_reporter: + _terminal_reporter.write_line(msg) + else: + # Fallback to stderr when terminal reporter not available + print(msg, file=sys.stderr) + + +# --------------------------------------------------------------------------- +# YAML Config Loading +# --------------------------------------------------------------------------- + def _load_upstream_config() -> UpstreamTestConfig: if not _YAML_PATH.exists(): @@ -76,12 +129,188 @@ def _parse_config(raw_tests: dict) -> UpstreamTestConfig: _UPSTREAM_CONFIG: UpstreamTestConfig = _load_upstream_config() +def _get_paths_from_yaml() -> str: + """Extract unique test directory paths from upstream_tests.yaml. + + Derives paths from rel_path entries, e.g.: + "tests/kernels/core/test_layernorm.py" -> "kernels/core" + """ + paths = set() + for fc in _UPSTREAM_CONFIG.files: + p = Path(fc.rel_path) + # rel_path is like "tests/kernels/core/test_layernorm.py" + # We want "kernels/core" (relative to tests/) + try: + if p.parts[0] == "tests": + # Remove "tests/" prefix and get parent dir + rel = Path(*p.parts[1:]) + if rel.name.startswith("test_"): + paths.add(str(rel.parent)) + else: + paths.add(str(rel)) + else: + # No "tests/" prefix - use parent + if p.name.startswith("test_"): + paths.add(str(p.parent)) + else: + paths.add(str(p)) + except (IndexError, ValueError): + continue + return ",".join(sorted(paths)) if paths else "" + + +# --------------------------------------------------------------------------- +# vLLM Cloning (from conftest.py) +# --------------------------------------------------------------------------- + + +def _cache_root() -> Path: + """ + Cache directory for cloned tests (sticky between runs) + """ + # Respect XDG if present, fallback to ~/.cache + xdg = os.environ.get("XDG_CACHE_HOME") + base = Path(xdg) if xdg else Path.home() / ".cache" + return base / "vllm-upstream-tests" + + +def _extract_vllm_commit_from_pyproject() -> str: + """ + Extract the vLLM git commit SHA from pyproject.toml [tool.uv.sources] section. + Returns None if not found or parseable. + """ + pyproject_path = Path(__file__).parent.parent.parent / "pyproject.toml" + if not pyproject_path.exists(): + raise FileNotFoundError(f"pyproject.toml not found in {Path(__file__).parent.parent.parent}") + + content = pyproject_path.read_text() + # Look for vllm source with git and rev + # Pattern: vllm = { git = "...", rev = "commit_sha" } + match = re.search( + r'vllm\s*=\s*\{\s*git\s*=\s*"[^"]+"\s*,\s*rev\s*=\s*"([0-9a-f]{7,40})"\s*\}', content + ) + if match: + return match.group(1) + + raise KeyError( + "Ensure vllm is specified with 'rev' in pyproject.toml [tool.uv.sources]" + ) + +def _resolve_vllm_commit() -> str: + """ + Resolve the vLLM commit SHA to use for cloning upstream tests. + Priority: VLLM_COMMIT env var > pyproject.toml > error + """ + # Allow env var override for testing/CI + env_commit = os.environ.get("VLLM_COMMIT", "").strip() + if env_commit: + if not re.match(r"^[0-9a-f]{7,40}$", env_commit): + raise ValueError(f"Invalid VLLM_COMMIT format: {env_commit}") + return env_commit + + # Extract from pyproject.toml + return _extract_vllm_commit_from_pyproject() + + +def _run(cmd: list[str], cwd: Path | None = None, max_retries: int = 3) -> None: + """Run command with optional retries for network operations.""" + for attempt in range(max_retries): + try: + subprocess.run(cmd, cwd=str(cwd) if cwd else None, check=True) + return + except subprocess.CalledProcessError: + if attempt < max_retries - 1: + time.sleep(2**attempt) # Exponential backoff: 1s, 2s, 4s + else: + raise + + +def _ensure_repo_at_commit(repo_dir: Path, url: str, commit: str, sparse_paths: list[str]) -> Path: + """ + Ensure repo cloned at 'repo_dir/commit' with sparse checkout of 'sparse_paths'. + Returns the path to the working tree at that commit. + """ + # We create a separate worktree per commit to allow co-existence of different commits + base_dir = repo_dir + base_dir.mkdir(parents=True, exist_ok=True) + git_dir = base_dir / "repo.git" + + if not git_dir.exists(): + _run(["git", "init", "--bare", str(git_dir)]) + + # Prepare a worktree dir per commit + wt_dir = base_dir / f"worktree-{commit[:12]}" + if wt_dir.exists(): + _log(f"[vllm-upstream] Using cached worktree at {wt_dir}") + return wt_dir + + # Create temp dir to set up the sparse worktree then move into place atomically + with tempfile.TemporaryDirectory(dir=str(base_dir)) as td: + td_path = Path(td) + + # Ensure origin remote exists and points to the correct URL + result = subprocess.run( + ["git", "--git-dir", str(git_dir), "remote", "get-url", "origin"], + capture_output=True, + text=True, + ) + if result.returncode != 0: + # Origin doesn't exist - add it + _run(["git", "--git-dir", str(git_dir), "remote", "add", "origin", url]) + elif result.stdout.strip() != url: + # Origin exists but points to different URL - update it + _log(f"[vllm-upstream] Updating origin URL: {result.stdout.strip()} -> {url}") + _run(["git", "--git-dir", str(git_dir), "remote", "set-url", "origin", url]) + + _log(f"[vllm-upstream] Fetching commit {commit[:12]} from {url}") + _run(["git", "--git-dir", str(git_dir), "fetch", "--depth=1", "origin", commit]) + + # Create a new worktree at temp + _run( + ["git", "--git-dir", str(git_dir), "worktree", "add", "--detach", str(td_path), commit] + ) + + # Enable sparse checkout at the worktree + _run(["git", "sparse-checkout", "init", "--cone"], cwd=td_path) + _run(["git", "sparse-checkout", "set", *sparse_paths], cwd=td_path) + + # Ensure we're exactly at the commit (detached HEAD) + _run(["git", "checkout", "--detach", commit], cwd=td_path) + + # Atomically move into place + td_path.rename(wt_dir) + + return wt_dir + + +def _prepare_upstream_tests_dir() -> Path: + """Clone vLLM to cache and return path to tests directory.""" + commit = _resolve_vllm_commit() + cache_root = _cache_root() + wt_dir = _ensure_repo_at_commit( + repo_dir=cache_root, + url=os.environ.get("VLLM_REPO_URL", "https://github.com/vllm-project/vllm"), + commit=commit, + sparse_paths=["tests"], + ) + tests_dir = wt_dir / "tests" + if not tests_dir.is_dir(): + raise RuntimeError(f"Upstream tests directory not found at {tests_dir}") + return tests_dir + + +# --------------------------------------------------------------------------- +# Pytest Hooks +# --------------------------------------------------------------------------- + + @pytest.hookimpl(tryfirst=True) def pytest_configure(config): - """Register Spyre plugins and detect vllm repo.""" + """Register Spyre plugins and detect/clone vLLM repo.""" + global _terminal_reporter + _terminal_reporter = config.pluginmanager.get_plugin("terminalreporter") + # Set env vars BEFORE any vllm imports - # Include both platform plugin (spyre_next) and general plugin (spyre_next_ops) - # The general plugin registers custom ops (RMSNorm, etc.) os.environ["VLLM_PLUGINS"] = "spyre_next,spyre_next_ops" # Load plugins early to register custom ops before test modules import RMSNorm @@ -89,11 +318,56 @@ def pytest_configure(config): load_general_plugins() - # Detect vllm repo + # Detect local vLLM repo or clone it rootdir = Path(config.rootdir) tests_dir = rootdir / "tests" vllm_pkg = rootdir / "vllm" - config._upstream_tests_base = tests_dir if (tests_dir.is_dir() and vllm_pkg.is_dir()) else None + + if tests_dir.is_dir() and vllm_pkg.is_dir(): + # Running from vLLM repo itself + config._upstream_tests_base = tests_dir + _log("[vllm-upstream] Using local vLLM tests") + else: + # Not in vLLM repo - check if we should clone + skip_upstream = os.environ.get("SKIP_UPSTREAM_TESTS", "").lower() in ("1", "true", "yes") + if skip_upstream: + _log("[vllm-upstream] SKIP_UPSTREAM_TESTS is set, skipping upstream test collection") + config._upstream_tests_base = None + return + + try: + # Clone vLLM to cache + upstream_tests_base = _prepare_upstream_tests_dir() + config._upstream_tests_base = upstream_tests_base + + # Determine which test paths to inject + paths_env = _get_paths_from_yaml() + _log(f"[vllm-upstream] Auto-derived test paths from YAML: {paths_env}") + + if not paths_env: + _log("[vllm-upstream] No test paths configured, skipping upstream tests") + config._upstream_tests_base = None + return + + # Inject test paths into pytest collection + for rel_path in paths_env.split(","): + rel_path = rel_path.strip() + if not rel_path: + continue + test_dir = upstream_tests_base / rel_path + if test_dir.exists(): + _log(f"[vllm-upstream] Including tests from: {rel_path}") + config.args.append(str(test_dir)) + else: + _log(f"[vllm-upstream] Warning: Path not found: {test_dir}") + + except Exception as e: + raise SystemExit(f"[vllm-upstream] Failed to prepare upstream tests: {e}") from e + + +# --------------------------------------------------------------------------- +# YAML Filtering Helpers +# --------------------------------------------------------------------------- def _find_file_config(test_path: Path, file_configs: dict[Path, FileConfig]) -> FileConfig | None: @@ -126,7 +400,13 @@ def _should_skip_params(item: pytest.Item, allow_entry: AllowEntry) -> bool: return False +# --------------------------------------------------------------------------- +# Collection Modification +# --------------------------------------------------------------------------- + + def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item]) -> None: + """Apply YAML-based filtering to upstream tests.""" upstream_tests_base = getattr(config, "_upstream_tests_base", None) if not upstream_tests_base: return @@ -137,11 +417,15 @@ def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item (upstream_repo_root / fc.rel_path).resolve(): fc for fc in _UPSTREAM_CONFIG.files } + upstream_marker = pytest.mark.upstream + for item in items: test_path = Path(item.fspath).resolve() if not test_path.is_relative_to(upstream_tests_base): continue + item.add_marker(upstream_marker) + fc = _find_file_config(test_path, file_configs) if fc is None: item.add_marker(pytest.mark.skip(reason=f"not in {_YAML_FILENAME}")) @@ -174,6 +458,7 @@ def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item @pytest.hookimpl(tryfirst=True) def pytest_generate_tests(metafunc: pytest.Metafunc) -> None: + """Apply parameter overrides from YAML config.""" upstream_tests_base = getattr(metafunc.config, "_upstream_tests_base", None) if not upstream_tests_base: return @@ -204,6 +489,11 @@ def pytest_generate_tests(metafunc: pytest.Metafunc) -> None: break +# --------------------------------------------------------------------------- +# Fixtures +# --------------------------------------------------------------------------- + + def _spyre_default_vllm_config(monkeypatch): from vllm.config import DeviceConfig, VllmConfig, set_current_vllm_config from vllm.config.compilation import CompilationConfig @@ -223,7 +513,6 @@ def _spyre_default_vllm_config(monkeypatch): ) with set_current_vllm_config(config): # Set forward context so custom ops can access no_compile_layers - # (populated from static_forward_context where SpyreRMSNorm registers) with set_forward_context(None, config): yield @@ -235,13 +524,13 @@ def default_vllm_config(monkeypatch): @pytest.fixture() def should_do_global_cleanup_after_test(): - """Skip global cleanup for Spyre - torch.accelerator.empty_cache() doesn't work for Spyre yet.""" + """Skip global cleanup for Spyre - torch.accelerator.empty_cache() doesn't work yet.""" return False @pytest.hookimpl(tryfirst=True) def pytest_fixture_setup(fixturedef, request): - # Only replace fixtures when running upstream vLLM tests, not local plugin tests + """Override fixtures when running upstream vLLM tests.""" upstream_tests_base = getattr(request.config, "_upstream_tests_base", None) if not upstream_tests_base: return @@ -250,6 +539,5 @@ def pytest_fixture_setup(fixturedef, request): fixturedef.func = _spyre_default_vllm_config fixturedef.argnames = ("monkeypatch",) elif fixturedef.argname == "should_do_global_cleanup_after_test": - # Skip cleanup - Spyre allocator doesn't support torch.accelerator.empty_cache() fixturedef.func = lambda: False fixturedef.argnames = () diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml index 00715ac41..5114c6e62 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -25,7 +25,6 @@ tests: tags: [rmsnorm, upstream] params: skip: - add_residual: [true] strided_input: [true] override: num_tokens: [1, 16] From c8bc9d32969ec4c10e7d33ec30cf2d3cb39fc533 Mon Sep 17 00:00:00 2001 From: romit Date: Mon, 16 Mar 2026 13:55:07 +0000 Subject: [PATCH 14/24] Lint fixes Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 1 - vllm_spyre_next/tests/test_rms_norm.py | 17 ++++++++++------- .../vllm_spyre_next/custom_ops/rms_norm.py | 1 + .../vllm_spyre_next/testing/pytest_plugin.py | 9 +++++---- 4 files changed, 16 insertions(+), 12 deletions(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index a22fbebe1..6f598ae38 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -60,7 +60,6 @@ override-dependencies = [ "perf-analyzer; sys_platform == 'never'", # Skip packages on s390x and ppc64le, expected to be pre-installed - "torch ; platform_machine not in 's390x, ppc64le'", "vllm ; platform_machine not in 's390x, ppc64le'", "ray; platform_machine not in 's390x, ppc64le'", # uv doesn't resolve numba->llvmlite constraint correctly... diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index a030cbad7..8fa5b46cc 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -31,10 +31,7 @@ def reference_rms_norm( @pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) @pytest.mark.parametrize("use_residual", [False, True]) def test_spyre_rmsnorm_matches_reference( - default_vllm_config, - batch_size, - hidden_size, - use_residual + default_vllm_config, batch_size, hidden_size, use_residual ): """SpyreRMSNorm output matches golden reference. @@ -58,15 +55,21 @@ def test_spyre_rmsnorm_matches_reference( expected_norm, expected_resid = expected actual_norm, actual_resid = actual torch.testing.assert_close(actual_norm.float(), expected_norm.float(), atol=1e-2, rtol=1e-2) - torch.testing.assert_close(actual_resid.float(), expected_resid.float(), atol=1e-2, rtol=1e-2) + torch.testing.assert_close( + actual_resid.float(), expected_resid.float(), atol=1e-2, rtol=1e-2 + ) else: torch.testing.assert_close(actual.float(), expected.float(), atol=1e-2, rtol=1e-2) actual_forward = layer.forward(x, residual) if use_residual: actual_fwd_norm, actual_fwd_resid = actual_forward - torch.testing.assert_close(actual_fwd_norm.float(), expected_norm.float(), atol=1e-2, rtol=1e-2) - torch.testing.assert_close(actual_fwd_resid.float(), expected_resid.float(), atol=1e-2, rtol=1e-2) + torch.testing.assert_close( + actual_fwd_norm.float(), expected_norm.float(), atol=1e-2, rtol=1e-2 + ) + torch.testing.assert_close( + actual_fwd_resid.float(), expected_resid.float(), atol=1e-2, rtol=1e-2 + ) else: torch.testing.assert_close(actual_forward.float(), expected.float(), atol=1e-2, rtol=1e-2) diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py index 1bf32049a..8ed04734f 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/rms_norm.py @@ -301,6 +301,7 @@ def spyre_rmsnorm_fake( """ return + @lru_cache(maxsize=1) def register(): """Register the spyre_rmsnorm custom op with vLLM. diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 40a001224..ba4ed9952 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -181,7 +181,9 @@ def _extract_vllm_commit_from_pyproject() -> str: """ pyproject_path = Path(__file__).parent.parent.parent / "pyproject.toml" if not pyproject_path.exists(): - raise FileNotFoundError(f"pyproject.toml not found in {Path(__file__).parent.parent.parent}") + raise FileNotFoundError( + f"pyproject.toml not found in {Path(__file__).parent.parent.parent}" + ) content = pyproject_path.read_text() # Look for vllm source with git and rev @@ -192,9 +194,8 @@ def _extract_vllm_commit_from_pyproject() -> str: if match: return match.group(1) - raise KeyError( - "Ensure vllm is specified with 'rev' in pyproject.toml [tool.uv.sources]" - ) + raise KeyError("Ensure vllm is specified with 'rev' in pyproject.toml [tool.uv.sources]") + def _resolve_vllm_commit() -> str: """ From 865300f0a3dadac91eb27b887179936036a5ae19 Mon Sep 17 00:00:00 2001 From: romit Date: Mon, 16 Mar 2026 14:10:40 +0000 Subject: [PATCH 15/24] Small updates Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 6f598ae38..439f49ef5 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -59,7 +59,7 @@ override-dependencies = [ "arctic-inference; sys_platform == 'never'", "perf-analyzer; sys_platform == 'never'", - # Skip packages on s390x and ppc64le, expected to be pre-installed + # Skip packages on s390x and ppc64le that are expected to be pre-installed "vllm ; platform_machine not in 's390x, ppc64le'", "ray; platform_machine not in 's390x, ppc64le'", # uv doesn't resolve numba->llvmlite constraint correctly... From 9d803bdc9c220686c9247e826b1635e1e62f4f1a Mon Sep 17 00:00:00 2001 From: romit Date: Tue, 17 Mar 2026 06:00:04 +0000 Subject: [PATCH 16/24] Clean test selection and pyproject toml updates Signed-off-by: romit --- vllm_spyre_next/pyproject.toml | 5 +- .../vllm_spyre_next/testing/pytest_plugin.py | 77 ++++++++++++------- 2 files changed, 50 insertions(+), 32 deletions(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index 439f49ef5..aa50fc0f8 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -94,10 +94,9 @@ extra-build-variables = { vllm = { VLLM_TARGET_DEVICE = "cpu" } } # vLLM and torch-spyre must be pulled from github to be built from source # NB: torch-spyre can only be compiled where `sendnn` is available [tool.uv.sources] -# This is the unreleased v0.16.0 tag with 2.10 support -vllm = { git = "https://github.com/vllm-project/vllm", rev = "2d5be1dd5ce2e44dfea53ea03ff61143da5137eb" } +vllm = { git = "https://github.com/vllm-project/vllm", rev = "v0.17.1" } # see https://github.com/torch-spyre/torch-spyre/pull/746 -torch-spyre = { git = "https://github.com/torch-spyre/torch-spyre", rev = "bd7502baa9123d292e56dbd4928147969ecdf63c" } +torch-spyre = { git = "https://github.com/torch-spyre/torch-spyre", rev = "c1f67bb4701630179d53dbfc060dde62fc2d7d18" } torch = [ { index = "pytorch-cpu" }, ] diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index ba4ed9952..07d5c7c3a 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -130,33 +130,21 @@ def _parse_config(raw_tests: dict) -> UpstreamTestConfig: def _get_paths_from_yaml() -> str: - """Extract unique test directory paths from upstream_tests.yaml. + """Extract test paths from upstream_tests.yaml rel_path entries. - Derives paths from rel_path entries, e.g.: - "tests/kernels/core/test_layernorm.py" -> "kernels/core" + Uses exact rel_path (file or folder), e.g.: + "tests/kernels/core/test_layernorm.py" -> "kernels/core/test_layernorm.py" + "tests/models/" -> "models/" """ - paths = set() + paths = [] for fc in _UPSTREAM_CONFIG.files: p = Path(fc.rel_path) - # rel_path is like "tests/kernels/core/test_layernorm.py" - # We want "kernels/core" (relative to tests/) - try: - if p.parts[0] == "tests": - # Remove "tests/" prefix and get parent dir - rel = Path(*p.parts[1:]) - if rel.name.startswith("test_"): - paths.add(str(rel.parent)) - else: - paths.add(str(rel)) - else: - # No "tests/" prefix - use parent - if p.name.startswith("test_"): - paths.add(str(p.parent)) - else: - paths.add(str(p)) - except (IndexError, ValueError): - continue - return ",".join(sorted(paths)) if paths else "" + # Strip "tests/" prefix if present + if p.parts and p.parts[0] == "tests": + paths.append(str(Path(*p.parts[1:]))) + else: + paths.append(str(p)) + return ",".join(paths) # --------------------------------------------------------------------------- @@ -187,9 +175,10 @@ def _extract_vllm_commit_from_pyproject() -> str: content = pyproject_path.read_text() # Look for vllm source with git and rev - # Pattern: vllm = { git = "...", rev = "commit_sha" } + # Pattern: vllm = { git = "...", rev = "commit_sha_or_semver_tag" } match = re.search( - r'vllm\s*=\s*\{\s*git\s*=\s*"[^"]+"\s*,\s*rev\s*=\s*"([0-9a-f]{7,40})"\s*\}', content + r'vllm\s*=\s*\{\s*git\s*=\s*"[^"]+"\s*,\s*rev\s*=\s*"([0-9a-f]{7,40}|v\d+\.\d+\.\d+(?:-[a-zA-Z0-9.]+)?)"\s*\}', + content, ) if match: return match.group(1) @@ -205,7 +194,7 @@ def _resolve_vllm_commit() -> str: # Allow env var override for testing/CI env_commit = os.environ.get("VLLM_COMMIT", "").strip() if env_commit: - if not re.match(r"^[0-9a-f]{7,40}$", env_commit): + if not re.match(r"^(?:[0-9a-f]{7,40}|v\d+\.\d+\.\d+(?:-[a-zA-Z0-9.]+)?)$", env_commit): raise ValueError(f"Invalid VLLM_COMMIT format: {env_commit}") return env_commit @@ -263,12 +252,42 @@ def _ensure_repo_at_commit(repo_dir: Path, url: str, commit: str, sparse_paths: _log(f"[vllm-upstream] Updating origin URL: {result.stdout.strip()} -> {url}") _run(["git", "--git-dir", str(git_dir), "remote", "set-url", "origin", url]) - _log(f"[vllm-upstream] Fetching commit {commit[:12]} from {url}") - _run(["git", "--git-dir", str(git_dir), "fetch", "--depth=1", "origin", commit]) + # Determine if commit is a tag (starts with 'v' and matches semver pattern) or a SHA + is_tag = re.match(r"^v\d+\.\d+\.\d+(?:-[a-zA-Z0-9.]+)?$", commit) + + if is_tag: + _log(f"[vllm-upstream] Fetching tag {commit} from {url}") + # For tags, fetch the tag reference + _run( + [ + "git", + "--git-dir", + str(git_dir), + "fetch", + "--depth=1", + "origin", + f"refs/tags/{commit}:refs/tags/{commit}", + ] + ) + else: + _log(f"[vllm-upstream] Fetching commit {commit[:12]} from {url}") + # For commit SHAs, fetch the commit directly + _run(["git", "--git-dir", str(git_dir), "fetch", "--depth=1", "origin", commit]) # Create a new worktree at temp + # For tags, use the full tag reference; for commits, use the commit SHA directly + worktree_ref = f"refs/tags/{commit}" if is_tag else commit _run( - ["git", "--git-dir", str(git_dir), "worktree", "add", "--detach", str(td_path), commit] + [ + "git", + "--git-dir", + str(git_dir), + "worktree", + "add", + "--detach", + str(td_path), + worktree_ref, + ] ) # Enable sparse checkout at the worktree From f6ef6d3b8a78a076468bb1a9dd3d9260cd801796 Mon Sep 17 00:00:00 2001 From: romit Date: Tue, 17 Mar 2026 08:19:25 +0000 Subject: [PATCH 17/24] Updated gaurd in silu Signed-off-by: romit --- vllm_spyre_next/vllm_spyre_next/custom_ops/silu_and_mul.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/vllm_spyre_next/vllm_spyre_next/custom_ops/silu_and_mul.py b/vllm_spyre_next/vllm_spyre_next/custom_ops/silu_and_mul.py index f88e3cab1..e366c3f82 100644 --- a/vllm_spyre_next/vllm_spyre_next/custom_ops/silu_and_mul.py +++ b/vllm_spyre_next/vllm_spyre_next/custom_ops/silu_and_mul.py @@ -38,6 +38,7 @@ from vllm.config import get_current_vllm_config from vllm.forward_context import get_forward_context from vllm.model_executor.layers.activation import SiluAndMul +from functools import lru_cache from .utils import convert_for_spyre, convert_from_spyre @@ -216,6 +217,7 @@ def spyre_siluandmul_fake( return +@lru_cache(maxsize=1) def register(): """Register the spyre_siluandmul custom op with vLLM. 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+9296,8 @@ wheels = [ [[package]] name = "vllm" -version = "0.16.0rc4.dev1+g2d5be1dd5.cpu" -source = { git = "https://github.com/vllm-project/vllm?rev=2d5be1dd5ce2e44dfea53ea03ff61143da5137eb#2d5be1dd5ce2e44dfea53ea03ff61143da5137eb" } +version = "0.17.1+cpu" +source = { git = "https://github.com/vllm-project/vllm?rev=v0.17.1#95c0f928cdeeaa21c4906e73cee6a156e1b3b995" } dependencies = [ { name = "aiohttp" }, { name = "anthropic" }, @@ -9159,6 +9316,7 @@ dependencies = [ { name = "grpcio-reflection" }, { name = "ijson" }, { name = "intel-openmp", marker = "platform_machine == 'x86_64'" }, + { name = "kaldi-native-fbank" }, { name = "lark" }, { name = "llguidance", marker = "platform_machine == 'aarch64' or platform_machine == 'arm64' or platform_machine == 'ppc64le' or platform_machine == 's390x' or platform_machine == 'x86_64'" }, { name = "lm-format-enforcer" }, @@ -9172,6 +9330,10 @@ dependencies = [ { name = "openai" }, { name = "openai-harmony" }, { name = "opencv-python-headless" }, + { name = "opentelemetry-api" }, + { name = "opentelemetry-exporter-otlp" }, + { name = "opentelemetry-sdk" }, + { name = "opentelemetry-semantic-conventions-ai" }, { name = "outlines-core" }, { name = "partial-json-parser" }, { name = "pillow" }, @@ -9220,6 +9382,7 @@ dependencies = [ [package.dev-dependencies] dev = [ { name = "pytest" }, + { name = "pyyaml" }, ] upstream-tests = [ { name = "albumentations" }, @@ -9283,13 +9446,16 @@ upstream-tests = [ [package.metadata] requires-dist = [ { name = "torch", index = "https://download.pytorch.org/whl/cpu" }, - { name = "torch-spyre", git = "https://github.com/torch-spyre/torch-spyre?rev=bd7502baa9123d292e56dbd4928147969ecdf63c" }, + { name = "torch-spyre", git = "https://github.com/torch-spyre/torch-spyre?rev=c1f67bb4701630179d53dbfc060dde62fc2d7d18" }, { name = "torchvision", index = "https://download.pytorch.org/whl/cpu" }, - { name = "vllm", git = "https://github.com/vllm-project/vllm?rev=2d5be1dd5ce2e44dfea53ea03ff61143da5137eb" }, + { name = "vllm", git = "https://github.com/vllm-project/vllm?rev=v0.17.1" }, ] [package.metadata.requires-dev] -dev = [{ name = "pytest" }] +dev = [ + { name = "pytest" }, + { name = "pyyaml" }, +] upstream-tests = [ { name = "albumentations", specifier = ">=1.4.6" }, { name = "arctic-inference", specifier = "==0.1.1" }, From cd4d96ff7f43f9c735f9a45f6664b188baac3296 Mon Sep 17 00:00:00 2001 From: Joe Runde Date: Tue, 17 Mar 2026 16:48:41 -0600 Subject: [PATCH 19/24] :bug: reorder tests, use model tests Signed-off-by: Joe Runde --- vllm_spyre_next/tests/test_rms_norm.py | 4 +- .../vllm_spyre_next/testing/pytest_plugin.py | 30 +++++++++++- .../testing/upstream_tests.yaml | 47 +++++++++++++++---- 3 files changed, 71 insertions(+), 10 deletions(-) diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index 8fa5b46cc..8239f0e3f 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -28,7 +28,9 @@ def reference_rms_norm( @pytest.mark.spyre @pytest.mark.rmsnorm @pytest.mark.parametrize("batch_size", [1]) -@pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) +# Hidden sizes that aren't multiples of 64 currently fail on CI with size errors +#@pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) +@pytest.mark.parametrize("hidden_size", [64, 128, 256, 512]) @pytest.mark.parametrize("use_residual", [False, True]) def test_spyre_rmsnorm_matches_reference( default_vllm_config, batch_size, hidden_size, use_residual diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 07d5c7c3a..506de3c06 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -332,6 +332,7 @@ def pytest_configure(config): # Set env vars BEFORE any vllm imports os.environ["VLLM_PLUGINS"] = "spyre_next,spyre_next_ops" + os.environ["VLLM_USE_AOT_COMPILE"] = "0" # Load plugins early to register custom ops before test modules import RMSNorm from vllm.plugins import load_general_plugins @@ -426,9 +427,11 @@ def _should_skip_params(item: pytest.Item, allow_entry: AllowEntry) -> bool: def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item]) -> None: - """Apply YAML-based filtering to upstream tests.""" + """Apply YAML-based filtering to upstream tests and reorder tests.""" upstream_tests_base = getattr(config, "_upstream_tests_base", None) if not upstream_tests_base: + # Still reorder tests even if not running upstream tests + _reorder_tests_by_name(items) return upstream_tests_base = Path(upstream_tests_base).resolve() @@ -475,6 +478,31 @@ def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item elif allow_entry.mode == "xfail_strict": item.add_marker(pytest.mark.xfail(strict=True)) + # Reorder tests so that tests with "model" in the name run first + _reorder_tests_by_name(items) + + +def _reorder_tests_by_name(items: list[pytest.Item]) -> None: + """Reorder tests so that tests with 'model' in their name run first. + + This modifies the items list in-place using a stable sort, so tests with + 'model' in their name will run first while preserving the relative order + within each group. + """ + stable_map = {item: idx for idx, item in enumerate(items)} + def sort_key(item: pytest.Item) -> tuple[int, int]: + # Get the test name (nodeid includes full path and parameters) + nodeid = item.nodeid.lower() + name = item.name.lower() + + # Priority 0: tests with "model" in name run first + # Priority 1: all other tests + has_model = int("model" not in nodeid and "model" not in name) + + return (has_model, stable_map[item]) + + items.sort(key=sort_key) + @pytest.hookimpl(tryfirst=True) def pytest_generate_tests(metafunc: pytest.Metafunc) -> None: diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml index 5114c6e62..e3908baa4 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -18,16 +18,47 @@ tests: files: - - rel_path: tests/kernels/core/test_layernorm.py + # RMSNorm tests require either https://github.com/vllm-project/vllm/pull/36246 or vLLM IR + # changes to merge in order to pass + # - rel_path: tests/kernels/core/test_layernorm.py + # allow_list: + # - test: "test_rms_norm" + # mode: mandatory_pass + # tags: [rmsnorm, upstream] + # params: + # skip: + # strided_input: [true] + # override: + # num_tokens: [1, 16] + # hidden_size: [64] + # block_list: + # - test: "test_fused_rms_norm_quant" + - rel_path: tests/models/language/generation/test_common.py allow_list: - - test: "test_rms_norm" + - test: "test_models" mode: mandatory_pass - tags: [rmsnorm, upstream] + tags: [facebook, upstream] params: - skip: - strided_input: [true] - override: - num_tokens: [1, 16] - hidden_size: [64] + skip: # skip every model except facebook/opt-125m + model: + - bigscience/bloom-560m + - openai-community/gpt2 + - Milos/slovak-gpt-j-405M + - bigcode/tiny_starcoder_py + - EleutherAI/pythia-70m + - google/gemma-1.1-2b-it + - google/gemma-2-2b-it + - zai-org/chatglm3-6b + - meta-llama/Llama-3.2-1B-Instruct + - openbmb/MiniCPM4.1-8B + - microsoft/phi-2 + - Qwen/Qwen-7B-Chat + - Qwen/Qwen2.5-0.5B-Instruct + - Qwen/Qwen3-8B + - stabilityai/stablelm-3b-4e1t + - bigcode/starcoder2-3b + - TitanML/tiny-mixtral + - swiss-ai/Apertus-8B-Instruct-2509 block_list: - test: "test_fused_rms_norm_quant" + From 250e434b74f8455261047c619d7068108a901e5a Mon Sep 17 00:00:00 2001 From: Joe Runde Date: Tue, 17 Mar 2026 17:07:15 -0600 Subject: [PATCH 20/24] :art: fmt, uses_subprocess marker Signed-off-by: Joe Runde --- vllm_spyre_next/tests/test_rms_norm.py | 2 +- vllm_spyre_next/tests/test_vllm_spyre_next.py | 1 + .../vllm_spyre_next/testing/pytest_plugin.py | 33 ++++++++++--------- .../testing/upstream_tests.yaml | 3 +- 4 files changed, 21 insertions(+), 18 deletions(-) diff --git a/vllm_spyre_next/tests/test_rms_norm.py b/vllm_spyre_next/tests/test_rms_norm.py index 8239f0e3f..60560b7ab 100644 --- a/vllm_spyre_next/tests/test_rms_norm.py +++ b/vllm_spyre_next/tests/test_rms_norm.py @@ -29,7 +29,7 @@ def reference_rms_norm( @pytest.mark.rmsnorm @pytest.mark.parametrize("batch_size", [1]) # Hidden sizes that aren't multiples of 64 currently fail on CI with size errors -#@pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) +# @pytest.mark.parametrize("hidden_size", [63, 64, 65, 127, 128, 129, 256, 512]) @pytest.mark.parametrize("hidden_size", [64, 128, 256, 512]) @pytest.mark.parametrize("use_residual", [False, True]) def test_spyre_rmsnorm_matches_reference( diff --git a/vllm_spyre_next/tests/test_vllm_spyre_next.py b/vllm_spyre_next/tests/test_vllm_spyre_next.py index 884bb74b6..00dda936a 100644 --- a/vllm_spyre_next/tests/test_vllm_spyre_next.py +++ b/vllm_spyre_next/tests/test_vllm_spyre_next.py @@ -4,6 +4,7 @@ @pytest.mark.spyre +@pytest.mark.uses_subprocess def test_basic_model_load(): model = LLM("ibm-ai-platform/micro-g3.3-8b-instruct-1b", max_model_len=128, max_num_seqs=2) diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 506de3c06..18dca9153 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -483,24 +483,26 @@ def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item def _reorder_tests_by_name(items: list[pytest.Item]) -> None: - """Reorder tests so that tests with 'model' in their name run first. - - This modifies the items list in-place using a stable sort, so tests with - 'model' in their name will run first while preserving the relative order + """Reorder tests so that tests with 'uses_subprocess' marker run first. + + This modifies the items list in-place using a stable sort, so tests marked + with 'uses_subprocess' will run first while preserving the relative order within each group. """ stable_map = {item: idx for idx, item in enumerate(items)} + def sort_key(item: pytest.Item) -> tuple[int, int]: - # Get the test name (nodeid includes full path and parameters) - nodeid = item.nodeid.lower() - name = item.name.lower() - - # Priority 0: tests with "model" in name run first + # Check if the test has the 'uses_subprocess' marker + has_subprocess_marker = any( + marker.name == "uses_subprocess" for marker in item.iter_markers() + ) + + # Priority 0: tests with uses_subprocess marker run first # Priority 1: all other tests - has_model = int("model" not in nodeid and "model" not in name) - - return (has_model, stable_map[item]) - + priority = 0 if has_subprocess_marker else 1 + + return (priority, stable_map[item]) + items.sort(key=sort_key) @@ -559,10 +561,9 @@ def _spyre_default_vllm_config(monkeypatch): device_config=DeviceConfig(device="cpu"), compilation_config=CompilationConfig(custom_ops=["all"]), ) - with set_current_vllm_config(config): + with set_current_vllm_config(config), set_forward_context(None, config): # Set forward context so custom ops can access no_compile_layers - with set_forward_context(None, config): - yield + yield @pytest.fixture() diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml index e3908baa4..ef41796ff 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -37,7 +37,8 @@ tests: allow_list: - test: "test_models" mode: mandatory_pass - tags: [facebook, upstream] + # uses_subprocess marker is added to make these tests run last + tags: [facebook, upstream, uses_subprocess] params: skip: # skip every model except facebook/opt-125m model: From 0e9c0be987f0204d448b29bfe9affed08e535ffc Mon Sep 17 00:00:00 2001 From: Joe Runde Date: Wed, 18 Mar 2026 15:16:10 -0600 Subject: [PATCH 21/24] :sparkles: add param allowlists Signed-off-by: Joe Runde --- .../vllm_spyre_next/testing/models.py | 15 ++++++++++++ .../vllm_spyre_next/testing/pytest_plugin.py | 21 ++++++++++++++++ .../testing/upstream_tests.yaml | 24 ++++--------------- 3 files changed, 40 insertions(+), 20 deletions(-) diff --git a/vllm_spyre_next/vllm_spyre_next/testing/models.py b/vllm_spyre_next/vllm_spyre_next/testing/models.py index 742be96ec..07581cb23 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/models.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/models.py @@ -19,6 +19,18 @@ class ParamSkip: values: frozenset[Any] +@dataclass(frozen=True) +class ParamAllow: + """A parameter-level allow rule within an allow_list entry. + + Only test cases with parameter values in this allowlist will run. + If specified, this takes precedence over param_skips for the same parameter. + """ + + param_name: str + values: frozenset[Any] + + @dataclass(frozen=True) class ParamOverride: """Replace upstream parametrize values with Spyre-compatible ranges.""" @@ -36,6 +48,8 @@ class AllowEntry: mode: mandatory_pass | xfail | xfail_strict. tags: Free-form labels for traceability (no runtime effect). param_skips: Parameter combinations to skip within this test. + param_allows: Parameter combinations to allow (whitelist). If specified, + only these parameter values will run. param_overrides: Parameter values to replace upstream defaults with. """ @@ -43,6 +57,7 @@ class AllowEntry: mode: str = "mandatory_pass" tags: tuple[str, ...] = () param_skips: tuple[ParamSkip, ...] = () + param_allows: tuple[ParamAllow, ...] = () param_overrides: tuple[ParamOverride, ...] = () diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 18dca9153..330c792bd 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -49,6 +49,7 @@ AllowEntry, BlockEntry, FileConfig, + ParamAllow, ParamOverride, ParamSkip, UpstreamTestConfig, @@ -102,6 +103,10 @@ def _parse_config(raw_tests: dict) -> UpstreamTestConfig: ParamSkip(param_name=k, values=frozenset(v)) for k, v in params_section.get("skip", {}).items() ] + param_allows = [ + ParamAllow(param_name=k, values=frozenset(v)) + for k, v in params_section.get("allow", {}).items() + ] param_overrides = [ ParamOverride(param_name=k, values=tuple(v)) for k, v in params_section.get("override", {}).items() @@ -112,6 +117,7 @@ def _parse_config(raw_tests: dict) -> UpstreamTestConfig: mode=allow.get("mode", "mandatory_pass"), tags=tuple(allow.get("tags", [])), param_skips=tuple(param_skips), + param_allows=tuple(param_allows), param_overrides=tuple(param_overrides), ) ) @@ -412,12 +418,27 @@ def _find_allow_entry(test_name: str, allow_list: tuple[AllowEntry, ...]) -> All def _should_skip_params(item: pytest.Item, allow_entry: AllowEntry) -> bool: + """Check if test should be skipped based on param_skips or param_allows. + + If param_allows is specified for a parameter, only those values are allowed. + Otherwise, param_skips is used to exclude specific values. + """ callspec = getattr(item, "callspec", None) if not callspec: return False + + # Check param_allows first (whitelist takes precedence) + for pa in allow_entry.param_allows: + if pa.param_name in callspec.params: + # If allowlist exists for this param, skip if value is NOT in allowlist + if callspec.params[pa.param_name] not in pa.values: + return True + + # Check param_skips (blacklist) for ps in allow_entry.param_skips: if ps.param_name in callspec.params and callspec.params[ps.param_name] in ps.values: return True + return False diff --git a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml index ef41796ff..d273502c7 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml +++ b/vllm_spyre_next/vllm_spyre_next/testing/upstream_tests.yaml @@ -37,29 +37,13 @@ tests: allow_list: - test: "test_models" mode: mandatory_pass - # uses_subprocess marker is added to make these tests run last + # uses_subprocess marker is added to make these tests run first. + # This must be added for any sets of tests that use `vllm.LLM` tags: [facebook, upstream, uses_subprocess] params: - skip: # skip every model except facebook/opt-125m + allow: # skip every model except facebook/opt-125m model: - - bigscience/bloom-560m - - openai-community/gpt2 - - Milos/slovak-gpt-j-405M - - bigcode/tiny_starcoder_py - - EleutherAI/pythia-70m - - google/gemma-1.1-2b-it - - google/gemma-2-2b-it - - zai-org/chatglm3-6b - - meta-llama/Llama-3.2-1B-Instruct - - openbmb/MiniCPM4.1-8B - - microsoft/phi-2 - - Qwen/Qwen-7B-Chat - - Qwen/Qwen2.5-0.5B-Instruct - - Qwen/Qwen3-8B - - stabilityai/stablelm-3b-4e1t - - bigcode/starcoder2-3b - - TitanML/tiny-mixtral - - swiss-ai/Apertus-8B-Instruct-2509 + - facebook/opt-125m block_list: - test: "test_fused_rms_norm_quant" From d9de93314fbe4df246c016da6924d0e36cb9291f Mon Sep 17 00:00:00 2001 From: Joe Runde Date: Thu, 19 Mar 2026 10:26:23 -0600 Subject: [PATCH 22/24] :art: fmt Signed-off-by: Joe Runde --- vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 330c792bd..05beba894 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -429,10 +429,9 @@ def _should_skip_params(item: pytest.Item, allow_entry: AllowEntry) -> bool: # Check param_allows first (whitelist takes precedence) for pa in allow_entry.param_allows: - if pa.param_name in callspec.params: + if pa.param_name in callspec.params and callspec.params[pa.param_name] not in pa.values: # If allowlist exists for this param, skip if value is NOT in allowlist - if callspec.params[pa.param_name] not in pa.values: - return True + return True # Check param_skips (blacklist) for ps in allow_entry.param_skips: From e3b9159a3ffae7921d41e0f30a2f7d7cd1e58b6b Mon Sep 17 00:00:00 2001 From: Travis Johnson Date: Thu, 19 Mar 2026 10:48:43 -0600 Subject: [PATCH 23/24] raise on invalid upstream tests yaml and a little cleanup Signed-off-by: Travis Johnson --- vllm_spyre_next/pyproject.toml | 1 - .../vllm_spyre_next/testing/pytest_plugin.py | 12 ++++++------ 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/vllm_spyre_next/pyproject.toml b/vllm_spyre_next/pyproject.toml index aa50fc0f8..ca8c8ffad 100644 --- a/vllm_spyre_next/pyproject.toml +++ b/vllm_spyre_next/pyproject.toml @@ -195,7 +195,6 @@ asyncio_default_fixture_loop_scope = "function" filterwarnings = [ "ignore::_pytest.warning_types.PytestUnknownMarkWarning" ] -# addopts = "-m 'spyre or upstream_passing'" # --8<-- [start:test-markers-definition] markers = [ diff --git a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py index 05beba894..52c44bbf3 100644 --- a/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py +++ b/vllm_spyre_next/vllm_spyre_next/testing/pytest_plugin.py @@ -84,12 +84,12 @@ def _log(msg: str): def _load_upstream_config() -> UpstreamTestConfig: - if not _YAML_PATH.exists(): - return UpstreamTestConfig() with open(_YAML_PATH) as f: raw = yaml.safe_load(f) if not raw or "tests" not in raw or "files" not in raw["tests"]: - return UpstreamTestConfig() + raise RuntimeError( + f'Invalid YAML in {_YAML_PATH}: missing "tests" or "tests.files" sections' + ) return _parse_config(raw["tests"]) @@ -154,7 +154,7 @@ def _get_paths_from_yaml() -> str: # --------------------------------------------------------------------------- -# vLLM Cloning (from conftest.py) +# vLLM Repository Cloning # --------------------------------------------------------------------------- @@ -170,7 +170,7 @@ def _cache_root() -> Path: def _extract_vllm_commit_from_pyproject() -> str: """ - Extract the vLLM git commit SHA from pyproject.toml [tool.uv.sources] section. + Extract the vLLM git reference from pyproject.toml [tool.uv.sources] section. Returns None if not found or parseable. """ pyproject_path = Path(__file__).parent.parent.parent / "pyproject.toml" @@ -194,7 +194,7 @@ def _extract_vllm_commit_from_pyproject() -> str: def _resolve_vllm_commit() -> str: """ - Resolve the vLLM commit SHA to use for cloning upstream tests. + Resolve the vLLM git reference to use for cloning upstream tests. Priority: VLLM_COMMIT env var > pyproject.toml > error """ # Allow env var override for testing/CI From 85713e7a0085c9cded5f792bba812cb1a94f804e Mon Sep 17 00:00:00 2001 From: Joe Runde Date: Thu, 19 Mar 2026 10:54:12 -0600 Subject: [PATCH 24/24] :bug: get version from importlib Signed-off-by: Joe Runde --- vllm_spyre_next/vllm_spyre_next/platform.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/vllm_spyre_next/vllm_spyre_next/platform.py b/vllm_spyre_next/vllm_spyre_next/platform.py index 3f2f18d9c..024d225e7 100644 --- a/vllm_spyre_next/vllm_spyre_next/platform.py +++ b/vllm_spyre_next/vllm_spyre_next/platform.py @@ -2,6 +2,7 @@ from typing import TYPE_CHECKING from string import Template import multiprocessing +import importlib.metadata # When running this plugin on a Mac, we assume it's for local development # purposes. However, due to a compatibility issue with vLLM, which overrides @@ -66,11 +67,11 @@ def log_server_boot(cls, vllm_config: VllmConfig) -> None: message = logo_template.substitute(colors) - from vllm_spyre_next import _version + version = importlib.metadata.version("vllm_spyre_next") model_name = vllm_config.model_config.model if vllm_config.model_config else "N/A" - logger.info(message, _version.version, model_name) + logger.info(message, version, model_name) @classmethod def check_and_update_config(cls, vllm_config: VllmConfig) -> None: