Serialize cache downloads and uploads with the same model lock
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parent
38d222c825
commit
50075f5cfb
2 changed files with 50 additions and 4 deletions
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@ -178,7 +178,10 @@ class LargeFileBase(ABC):
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Args:
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hide_progress: Do not show a progress update after each 10% of progress.
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"""
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with self._model_lock():
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return self._get_cached_file(hide_progress)
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def _get_cached_file(self, hide_progress: bool) -> Path:
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if not self._cache_only_mode:
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self._find_instances()
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instance = next(
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@ -233,12 +236,9 @@ class LargeFileBase(ABC):
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if isinstance(path, str):
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path = Path(path)
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lock_directory = self.cache_path / ".locks"
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lock_directory.mkdir(parents=True, exist_ok=True)
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lock_name = sha256(f"{self._cache_namespace}:{self._name}".encode()).hexdigest()
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staging_directory = self.cache_path / ".staging"
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staging_directory.mkdir(parents=True, exist_ok=True)
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with FileLock(lock_directory / f"{lock_name}.lock"):
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with self._model_lock():
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# Allocate at commit time, after earlier local writers have finished.
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self._find_instances()
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self._version = self._instances[-1].version + 1 if self._instances else 0
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@ -306,6 +306,12 @@ class LargeFileBase(ABC):
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f"{type(self).__module__}.{type(self).__qualname__}".encode()
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).hexdigest()
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def _model_lock(self) -> FileLock:
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directory = self.cache_path / ".locks"
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directory.mkdir(parents=True, exist_ok=True)
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key = sha256(f"{self._cache_namespace}:{self._name}".encode()).hexdigest()
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return FileLock(directory / f"{key}.lock")
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@property
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def _cache_identity_path(self) -> Path:
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key = sha256(self._cache_name.encode()).hexdigest()
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@ -1,3 +1,7 @@
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import io
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import tarfile
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import time
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from concurrent.futures import ThreadPoolExecutor
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from hashlib import sha256
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from pathlib import Path
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from typing import Any, Dict
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@ -44,3 +48,39 @@ def test_recreated_remote_version_invalidates_other_clients(tmp_path: Path) -> N
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assert LargeFileS3("model").get().read_text() == "new"
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with patch.object(LargeFileS3, "cache_path", tmp_path / "reader"):
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assert reader.get().read_text() == "new"
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def test_concurrent_downloads_publish_one_directory(tmp_path: Path) -> None:
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backend = MagicMock()
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backend.list_objects_v2.return_value = {
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"Contents": [{"Key": "model/0", "ETag": "one"}]
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}
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downloads = []
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def download(
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self: LargeFileS3, remote_path: Any, path: Path, hide_progress: bool
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) -> None:
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downloads.append(remote_path)
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time.sleep(0.1)
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with tarfile.open(path, "w:gz") as archive:
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folder = tarfile.TarInfo("model-0")
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folder.type = tarfile.DIRTYPE
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folder.mode = 0o755
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archive.addfile(folder)
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file = tarfile.TarInfo("model-0/weights")
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file.size = 7
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file.mode = 0o644
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archive.addfile(file, io.BytesIO(b"weights"))
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with (
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patch.object(LargeFileS3, "_client", backend),
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patch.object(LargeFileS3, "_download", download),
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patch.object(LargeFileS3, "cache_path", tmp_path / "cache"),
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ThreadPoolExecutor(max_workers=2) as pool,
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):
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readers = [LargeFileS3("model") for _ in range(2)]
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results = list(pool.map(lambda reader: reader.get(), readers))
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assert results[0] == results[1]
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assert list(results[0].iterdir()) == [results[0] / "weights"]
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assert (results[0] / "weights").read_text() == "weights"
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assert downloads == ["model/0"]
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