wehub-resource-sync
252 lines
8.5 KiB
Python
252 lines
8.5 KiB
Python
"""
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Package the PyInstaller --onedir ROCm build into two archives.
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Takes the PyInstaller --onedir output directory and splits it into:
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1. voicebox-server-rocm.tar.gz — server core (exe + non-AMD deps)
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2. rocm-libs-{version}.tar.gz — AMD/ROCm runtime libraries only
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3. rocm-libs.json — version manifest for the ROCm libs
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Mirrors scripts/package_cuda.py. The split lets the server core re-download on
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every app update while the much larger ROCm runtime stays cached until the
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toolkit version bumps.
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Usage:
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python scripts/package_rocm.py backend/dist/voicebox-server-rocm/
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python scripts/package_rocm.py backend/dist/voicebox-server-rocm/ --output release-assets/
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python scripts/package_rocm.py backend/dist/voicebox-server-rocm/ --rocm-libs-version rocm7.2-v1
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"""
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import argparse
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import hashlib
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import json
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import sys
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import tarfile
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from pathlib import Path
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# DLL/.so name prefixes that identify AMD ROCm/HIP runtime libraries. They may
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# sit in torch/lib/ (torch's bundled HIP runtime) or inside the bundled ROCm SDK
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# packages. Matched case-insensitively against the file's base name.
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ROCM_DLL_PREFIXES = (
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"amdhip",
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"amd_comgr",
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"amdocl",
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"hiprtc",
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"hipblaslt",
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"hipblas",
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"hipfft",
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"hiprand",
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"hipsolver",
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"hipsparse",
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"hip",
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"rocblas",
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"rocfft",
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"rocrand",
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"rocsolver",
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"rocsparse",
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"rocprofiler",
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"roctracer",
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"roctx",
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"rocm_smi",
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"miopen",
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"rccl",
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"hsa-runtime",
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"hsa",
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)
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# Directory markers for the bundled ROCm SDK runtime packages. Everything under
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# these trees except Python sources (the pure-python rocm_sdk glue) is part of
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# the runtime payload — this is where rocBLAS Tensile data and MIOpen kernel
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# databases live, which dominate the download size.
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ROCM_LIB_DIR_MARKERS = (
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"_rocm_sdk_core",
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"_rocm_sdk_libraries_custom",
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"rocm_sdk_core",
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"rocm_sdk_libraries_custom",
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)
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# Heavy native/data extensions shipped by the ROCm runtime (HIP fat binaries,
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# rocBLAS Tensile data, MIOpen kernel DBs).
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ROCM_LIB_EXTS = (".dll", ".so", ".dat", ".db", ".kdb", ".hsaco", ".co", ".bc")
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# Python sources stay in the server core so the rocm_sdk import glue remains
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# alongside the exe. (Both archives extract into backends/rocm/, so this only
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# affects which archive carries the file, not runtime resolution.)
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_PYTHON_EXTS = (".py", ".pyc", ".pyi")
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def is_rocm_file(rel_path: str) -> bool:
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"""Check if a relative path belongs to the AMD ROCm runtime libraries.
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Identifies large ROCm/HIP runtime DLLs and the SDK runtime payload
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(kernel databases, Tensile data) regardless of where PyInstaller placed
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them, while keeping pure-python glue in the server core.
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"""
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rel_lower = rel_path.lower().replace("\\", "/")
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name = rel_lower.rsplit("/", 1)[-1]
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# Never split out Python sources / stubs.
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if name.endswith(_PYTHON_EXTS):
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return False
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# Native payload inside the bundled ROCm SDK package trees.
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if any(marker in rel_lower for marker in ROCM_LIB_DIR_MARKERS):
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if name.endswith(ROCM_LIB_EXTS):
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return True
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# ROCm/HIP DLLs/shared objects anywhere (e.g. _internal/torch/lib/amdhip64.dll).
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if name.endswith((".dll", ".so")):
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name_no_ext = name.rsplit(".", 1)[0]
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for prefix in ROCM_DLL_PREFIXES:
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if name_no_ext.startswith(prefix):
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return True
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return False
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def sha256_file(path: Path) -> str:
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"""Compute SHA-256 hex digest of a file."""
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h = hashlib.sha256()
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with open(path, "rb") as f:
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while True:
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chunk = f.read(1024 * 1024)
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if not chunk:
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break
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h.update(chunk)
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return h.hexdigest()
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def package(
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onedir_path: Path,
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output_dir: Path,
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rocm_libs_version: str,
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torch_compat: str,
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):
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output_dir.mkdir(parents=True, exist_ok=True)
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# Collect all files in the onedir output, split into core vs rocm.
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core_files = []
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rocm_files = []
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for item in sorted(onedir_path.rglob("*")):
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if item.is_dir():
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continue
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rel = item.relative_to(onedir_path)
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rel_str = str(rel)
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if is_rocm_file(rel_str):
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rocm_files.append((rel_str, item))
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else:
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core_files.append((rel_str, item))
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core_size = sum(f.stat().st_size for _, f in core_files)
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rocm_size = sum(f.stat().st_size for _, f in rocm_files)
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print(f"Input directory: {onedir_path}")
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print(f"Core files: {len(core_files)} ({core_size / (1024**2):.1f} MB)")
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print(f"ROCm files: {len(rocm_files)} ({rocm_size / (1024**2):.1f} MB)")
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if not rocm_files:
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print(
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f"ERROR: No ROCm files found in {onedir_path}. "
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"Refusing to create an empty ROCm libs archive.",
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file=sys.stderr,
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)
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print(
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"Make sure you built with --rocm and the ROCm SDK packages are present. "
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"If the layout differs, adjust ROCM_DLL_PREFIXES / ROCM_LIB_DIR_MARKERS.",
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file=sys.stderr,
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)
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sys.exit(1)
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# Create server core archive. Files are stored relative to the archive root
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# (no parent prefix) so extracting to backends/rocm/ lands at the right level.
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server_archive = output_dir / "voicebox-server-rocm.tar.gz"
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print(f"\nCreating server core archive: {server_archive.name}")
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with tarfile.open(server_archive, "w:gz") as tar:
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for rel_str, full_path in core_files:
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tar.add(full_path, arcname=rel_str)
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server_sha = sha256_file(server_archive)
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(output_dir / "voicebox-server-rocm.tar.gz.sha256").write_text(
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f"{server_sha} voicebox-server-rocm.tar.gz\n"
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)
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print(f" Size: {server_archive.stat().st_size / (1024**2):.1f} MB")
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print(f" SHA-256: {server_sha[:16]}...")
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# Create ROCm libs archive.
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rocm_libs_archive = output_dir / f"rocm-libs-{rocm_libs_version}.tar.gz"
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print(f"\nCreating ROCm libs archive: {rocm_libs_archive.name}")
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with tarfile.open(rocm_libs_archive, "w:gz") as tar:
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for rel_str, full_path in rocm_files:
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tar.add(full_path, arcname=rel_str)
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rocm_sha = sha256_file(rocm_libs_archive)
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(output_dir / f"rocm-libs-{rocm_libs_version}.tar.gz.sha256").write_text(
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f"{rocm_sha} rocm-libs-{rocm_libs_version}.tar.gz\n"
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)
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print(f" Size: {rocm_libs_archive.stat().st_size / (1024**2):.1f} MB")
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print(f" SHA-256: {rocm_sha[:16]}...")
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# Write rocm-libs.json manifest.
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manifest = {
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"version": rocm_libs_version,
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"torch_compat": torch_compat,
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"archive": rocm_libs_archive.name,
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"sha256": rocm_sha,
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}
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manifest_path = output_dir / "rocm-libs.json"
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manifest_path.write_text(json.dumps(manifest, indent=2) + "\n")
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print(f"\nManifest: {manifest_path.name}")
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print(json.dumps(manifest, indent=2))
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# Summary
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total_input = core_size + rocm_size
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total_output = server_archive.stat().st_size + rocm_libs_archive.stat().st_size
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print(f"\nTotal input: {total_input / (1024**3):.2f} GB")
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print(f"Total output: {total_output / (1024**3):.2f} GB (compressed)")
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print(
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f"Server core: {server_archive.stat().st_size / (1024**2):.1f} MB (redownloaded on app update)"
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)
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print(
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f"ROCm libs: {rocm_libs_archive.stat().st_size / (1024**2):.1f} MB (cached until ROCm toolkit bump)"
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)
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def main():
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parser = argparse.ArgumentParser(
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description="Package PyInstaller --onedir ROCm build into server + ROCm libs archives"
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)
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parser.add_argument(
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"input",
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type=Path,
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help="Path to PyInstaller --onedir output directory (e.g. backend/dist/voicebox-server-rocm/)",
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)
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parser.add_argument(
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"--output",
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type=Path,
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default=None,
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help="Output directory for archives (default: same as input parent)",
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)
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parser.add_argument(
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"--rocm-libs-version",
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type=str,
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default="rocm7.2-v1",
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help="Version string for the ROCm libs archive (default: rocm7.2-v1)",
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)
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parser.add_argument(
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"--torch-compat",
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type=str,
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default=">=2.9.0,<2.10.0",
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help="Torch version compatibility range (default: >=2.9.0,<2.10.0)",
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)
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args = parser.parse_args()
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if not args.input.is_dir():
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print(f"Error: {args.input} is not a directory", file=sys.stderr)
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print("Expected a PyInstaller --onedir output directory.", file=sys.stderr)
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sys.exit(1)
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output_dir = args.output or args.input.parent
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package(args.input, output_dir, args.rocm_libs_version, args.torch_compat)
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if __name__ == "__main__":
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main()
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