|
| 1 | +""" |
| 2 | +Copyright (c) 2025 by FlashInfer team. |
| 3 | +
|
| 4 | +Licensed under the Apache License, Version 2.0 (the "License"); |
| 5 | +you may not use this file except in compliance with the License. |
| 6 | +You may obtain a copy of the License at |
| 7 | +
|
| 8 | + http://www.apache.org/licenses/LICENSE-2.0 |
| 9 | +
|
| 10 | +Unless required by applicable law or agreed to in writing, software |
| 11 | +distributed under the License is distributed on an "AS IS" BASIS, |
| 12 | +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 13 | +See the License for the specific language governing permissions and |
| 14 | +limitations under the License. |
| 15 | +""" |
| 16 | + |
| 17 | +import os |
| 18 | +import tempfile |
| 19 | +from pathlib import Path |
| 20 | +from multiprocessing import Pool |
| 21 | + |
| 22 | + |
| 23 | +def worker_process(temp_dir): |
| 24 | + """ |
| 25 | + Worker function that each process executes. |
| 26 | +
|
| 27 | + Each process will: |
| 28 | + 1. Set FLASHINFER_CUBIN_DIR environment variable |
| 29 | + 2. Import and call get_cubin with the same target file |
| 30 | + 3. Read the file from FLASHINFER_CUBIN_DIR |
| 31 | + 4. Return the file content |
| 32 | + """ |
| 33 | + # Set environment variable for this process |
| 34 | + os.environ["FLASHINFER_CUBIN_DIR"] = temp_dir |
| 35 | + |
| 36 | + # Import here to ensure FLASHINFER_CUBIN_DIR is set before module loads |
| 37 | + from flashinfer.artifacts import ArtifactPath, MetaInfoHash |
| 38 | + from flashinfer.jit.cubin_loader import get_cubin |
| 39 | + |
| 40 | + # Define the target file - same for all processes |
| 41 | + include_path = f"{ArtifactPath.TRTLLM_GEN_BMM}/include" |
| 42 | + header_name = "flashinferMetaInfo" |
| 43 | + |
| 44 | + # Use get_cubin to get "flashinferMetaInfo.h" |
| 45 | + # Note: all processes target the same file name |
| 46 | + metainfo = get_cubin(f"{include_path}/{header_name}.h", MetaInfoHash.TRTLLM_GEN_BMM) # noqa: F841 |
| 47 | + |
| 48 | + # Read the file from FLASHINFER_CUBIN_DIR |
| 49 | + # NOTE(Zihao): instead of using metainfo, we directly read from the file path, |
| 50 | + # that aligns with how we compile the kernel. |
| 51 | + file_path = Path(temp_dir) / include_path / f"{header_name}.h" |
| 52 | + with open(file_path, "rb") as f: |
| 53 | + content = f.read() |
| 54 | + |
| 55 | + return content |
| 56 | + |
| 57 | + |
| 58 | +def test_load_cubin_race_condition(num_iterations, num_processes): |
| 59 | + """ |
| 60 | + Test race condition when multiple processes concurrently call get_cubin |
| 61 | + for the same file. |
| 62 | +
|
| 63 | + Test steps: |
| 64 | + 1. Set up a temporary FLASHINFER_CUBIN_DIR |
| 65 | + 2. Launch multiple processes |
| 66 | + 3. Each process calls get_cubin for the same target file |
| 67 | + 4. Each process reads the downloaded file |
| 68 | + 5. Verify all processes read the same content |
| 69 | + 6. Repeat multiple times to increase chance of detecting race conditions |
| 70 | +
|
| 71 | + Args: |
| 72 | + num_iterations: Number of times to repeat the test |
| 73 | + num_processes: Number of concurrent processes per iteration |
| 74 | + """ |
| 75 | + import shutil |
| 76 | + |
| 77 | + for iteration in range(num_iterations): |
| 78 | + # Create a temporary directory for FLASHINFER_CUBIN_DIR |
| 79 | + temp_dir = tempfile.mkdtemp(prefix="flashinfer_test_cubin_") |
| 80 | + |
| 81 | + try: |
| 82 | + # Launch multiple processes concurrently |
| 83 | + with Pool(processes=num_processes) as pool: |
| 84 | + results = pool.map(worker_process, [temp_dir] * num_processes) |
| 85 | + |
| 86 | + # Verify all processes read the same content |
| 87 | + assert len(results) == num_processes, ( |
| 88 | + f"Expected {num_processes} results, got {len(results)}" |
| 89 | + ) |
| 90 | + |
| 91 | + # All results should be identical |
| 92 | + first_content = results[0] |
| 93 | + for i, content in enumerate(results): |
| 94 | + assert content == first_content, ( |
| 95 | + f"Iteration {iteration + 1}/{num_iterations}, Process {i} read different content. " |
| 96 | + f"Expected length {len(first_content)}, got {len(content)}" |
| 97 | + ) |
| 98 | + |
| 99 | + if (iteration + 1) % 10 == 0 or iteration == 0: |
| 100 | + print( |
| 101 | + f"Iteration {iteration + 1}/{num_iterations}: {num_processes} processes all read the same content" |
| 102 | + ) |
| 103 | + |
| 104 | + finally: |
| 105 | + # Clean up temporary directory |
| 106 | + if os.path.exists(temp_dir): |
| 107 | + shutil.rmtree(temp_dir) |
| 108 | + |
| 109 | + print( |
| 110 | + f"\nAll tests passed: {num_iterations} iterations × {num_processes} processes" |
| 111 | + ) |
| 112 | + |
| 113 | + |
| 114 | +if __name__ == "__main__": |
| 115 | + # NOTE(Zihao): do not use pytest to run this test |
| 116 | + test_load_cubin_race_condition(100, 10) |
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