[App] Wait for full file to be transferred in Path / Payload

src/lightning_app/core/constants.py

@@ -75,3 +75,7 @@ def get_lightning_cloud_url() -> str:
 
 def enable_multiple_works_in_default_container() -> bool:
     return bool(int(os.getenv("ENABLE_MULTIPLE_WORKS_IN_DEFAULT_CONTAINER", "0")))
+
+
+# Number of seconds to wait between filesystem checks when waiting for files in remote storage
+REMOTE_STORAGE_WAIT = 0.5

src/lightning_app/storage/orchestrator.py

@@ -105,6 +105,7 @@ def run_once(self, work_name: str) -> None:
                             name=request.name,
                             path=maybe_artifact_path,
                             hash=request.hash,
+                            size=self.fs.info(maybe_artifact_path)["size"],
                             destination=request.destination,
                         )
                     if isinstance(request, _ExistsRequest):
@@ -139,6 +140,7 @@ def run_once(self, work_name: str) -> None:
                             path=request.path,
                             name=request.name,
                             hash=request.hash,
+                            size=0,
                             destination=request.destination,
                         )
                     if isinstance(request, _ExistsRequest):

src/lightning_app/storage/path.py

@@ -10,6 +10,7 @@
 from fsspec import AbstractFileSystem
 from fsspec.implementations.local import LocalFileSystem
 
+from lightning_app.core.constants import REMOTE_STORAGE_WAIT
 from lightning_app.core.queues import BaseQueue
 from lightning_app.storage.requests import _ExistsRequest, _ExistsResponse, _GetRequest, _GetResponse
 from lightning_app.utilities.app_helpers import Logger
@@ -199,9 +200,8 @@ def get(self, overwrite: bool = False) -> None:
         fs = _filesystem()
 
         # 3. Wait until the file appears in shared storage
-        while not fs.exists(response.path):
-            # TODO: Existence check on folder is not enough, files may not be completely transferred yet
-            sleep(0.5)
+        while not fs.exists(response.path) or fs.info(response.path)["size"] != response.size:
+            sleep(REMOTE_STORAGE_WAIT)
 
         if self.exists_local() and self.is_dir():
             # Delete the directory, otherwise we can't overwrite it
@@ -340,10 +340,11 @@ def _handle_get_request(work: "LightningWork", request: _GetRequest) -> _GetResp
         destination_path = _shared_storage_path() / request.hash
         response = _GetResponse(
             source=request.source,
+            name=request.name,
             path=str(destination_path),
             hash=request.hash,
+            size=source_path.stat().st_size,
             destination=request.destination,
-            name=request.name,
         )
 
         try:

src/lightning_app/storage/payload.py

@@ -5,6 +5,7 @@
 from time import sleep
 from typing import Any, Optional, TYPE_CHECKING, Union
 
+from lightning_app.core.constants import REMOTE_STORAGE_WAIT
 from lightning_app.core.queues import BaseQueue
 from lightning_app.storage.path import _filesystem, _shared_storage_path, Path
 from lightning_app.storage.requests import _ExistsRequest, _ExistsResponse, _GetRequest, _GetResponse
@@ -159,9 +160,8 @@ def get(self) -> Any:
         fs = _filesystem()
 
         # 3. Wait until the file appears in shared storage
-        while not fs.exists(response.path):
-            # TODO: Existence check on folder is not enough, files may not be completely transferred yet
-            sleep(0.5)
+        while not fs.exists(response.path) or fs.info(response.path)["size"] != response.size:
+            sleep(REMOTE_STORAGE_WAIT)
 
         # 4. Copy the file from the shared storage to the destination on the local filesystem
         local_path = self._path
@@ -234,6 +234,7 @@ def _handle_get_request(work: "LightningWork", request: _GetRequest) -> _GetResp
         try:
             payload = getattr(work, request.name)
             payload.save(payload.value, source_path)
+            response.size = source_path.stat().st_size
             _copy_files(source_path, destination_path)
             _logger.debug(f"All files copied from {request.path} to {response.path}.")
         except Exception as e:

src/lightning_app/storage/requests.py

@@ -17,6 +17,7 @@ class _GetResponse:
     name: str
     path: str
     hash: str
+    size: int = 0
     destination: str = ""
     exception: Optional[Exception] = None
     timedelta: Optional[float] = None

tests/tests_app/storage/test_copier.py

@@ -22,9 +22,13 @@ def _handle_exists_request(work, request):
         return Path._handle_exists_request(work, request)
 
 
+@mock.patch("lightning_app.storage.path.pathlib.Path.is_dir")
+@mock.patch("lightning_app.storage.path.pathlib.Path.stat")
 @mock.patch("lightning_app.storage.copier._filesystem")
-def test_copier_copies_all_files(fs_mock, tmpdir):
+def test_copier_copies_all_files(fs_mock, stat_mock, dir_mock, tmpdir):
     """Test that the Copier calls the copy with the information provided in the request."""
+    stat_mock().st_size = 0
+    dir_mock.return_value = False
     copy_request_queue = _MockQueue()
     copy_response_queue = _MockQueue()
     work = mock.Mock()
@@ -38,9 +42,13 @@ def test_copier_copies_all_files(fs_mock, tmpdir):
         fs_mock().put.assert_called_once_with("file", tmpdir / ".shared" / "123")
 
 
-def test_copier_handles_exception(monkeypatch):
+@mock.patch("lightning_app.storage.path.pathlib.Path.is_dir")
+@mock.patch("lightning_app.storage.path.pathlib.Path.stat")
+def test_copier_handles_exception(stat_mock, dir_mock, monkeypatch):
     """Test that the Copier captures exceptions from the file copy and forwards them through the queue without
     raising it."""
+    stat_mock().st_size = 0
+    dir_mock.return_value = False
     copy_request_queue = _MockQueue()
     copy_response_queue = _MockQueue()
     fs = mock.Mock()