Consolidate DownloadStatus and DownloadModelResult

This commit is contained in:
Robin Huang 2024-08-07 16:44:56 -07:00
parent a6d8a93fa1
commit c1d78d6890
3 changed files with 47 additions and 42 deletions

View File

@ -1,2 +1,2 @@
# model_manager/__init__.py
from .download_models import download_model, DownloadStatus, DownloadModelResult, DownloadStatusType, create_model_path, check_file_exists, track_download_progress, validate_model_subdirectory
from .download_models import download_model, DownloadModelStatus, DownloadStatusType, create_model_path, check_file_exists, track_download_progress, validate_model_subdirectory

View File

@ -16,32 +16,23 @@ class DownloadStatusType(Enum):
ERROR = "error"
@dataclass
class DownloadStatus():
class DownloadModelStatus():
status: str
progress_percentage: float
message: str
already_existed: bool = False
def __init__(self, status: DownloadStatusType, progress_percentage: float, message: str):
def __init__(self, status: DownloadStatusType, progress_percentage: float, message: str, already_existed: bool):
self.status = status.value # Store the string value of the Enum
self.progress_percentage = progress_percentage
self.message = message
@dataclass
class DownloadModelResult():
status: str
message: str
already_existed: bool
def __init__(self, status: DownloadStatusType, message: str, already_existed: bool):
self.status = status.value # Store the string value of the Enum
self.message = message
self.already_existed = already_existed
async def download_model(model_download_request: Callable[[str], Awaitable[aiohttp.ClientResponse]],
model_name: str,
model_url: str,
model_sub_directory: str,
progress_callback: Callable[[str, DownloadStatus], Awaitable[Any]]) -> DownloadModelResult:
progress_callback: Callable[[str, DownloadModelStatus], Awaitable[Any]]) -> DownloadModelStatus:
"""
Download a model file from a given URL into the models directory.
@ -55,15 +46,16 @@ async def download_model(model_download_request: Callable[[str], Awaitable[aioht
model_sub_directory (str):
The subdirectory within the main models directory where the model
should be saved (e.g., 'checkpoints', 'loras', etc.).
progress_callback (Callable[[str, DownloadStatus], Awaitable[Any]]):
progress_callback (Callable[[str, DownloadModelStatus], Awaitable[Any]]):
An asynchronous function to call with progress updates.
Returns:
DownloadModelResult: The result of the download operation.
DownloadModelStatus: The result of the download operation.
"""
if not validate_model_subdirectory(model_sub_directory):
return DownloadModelResult(
return DownloadModelStatus(
DownloadStatusType.ERROR,
0,
"Invalid model subdirectory",
False
)
@ -74,16 +66,16 @@ async def download_model(model_download_request: Callable[[str], Awaitable[aioht
return existing_file
try:
status = DownloadStatus(DownloadStatusType.PENDING, 0, f"Starting download of {model_name}")
status = DownloadModelStatus(DownloadStatusType.PENDING, 0, f"Starting download of {model_name}", False)
await progress_callback(relative_path, status)
response = await model_download_request(model_url)
if response.status != 200:
error_message = f"Failed to download {model_name}. Status code: {response.status}"
logging.error(error_message)
status = DownloadStatus(DownloadStatusType.ERROR, 0, error_message)
status = DownloadModelStatus(DownloadStatusType.ERROR, 0, error_message, False)
await progress_callback(relative_path, status)
return DownloadModelResult(DownloadStatusType.ERROR, error_message, False)
return DownloadModelStatus(DownloadStatusType.ERROR, 0, error_message, False)
return await track_download_progress(response, file_path, model_name, progress_callback, relative_path)
@ -99,15 +91,23 @@ def create_model_path(model_name: str, model_directory: str, models_base_dir: st
relative_path = '/'.join([model_directory, model_name])
return file_path, relative_path
async def check_file_exists(file_path: str, model_name: str, progress_callback: Callable[[str, DownloadStatus], Awaitable[Any]], relative_path: str) -> Optional[DownloadModelResult]:
async def check_file_exists(file_path: str,
model_name: str,
progress_callback: Callable[[str, DownloadModelStatus], Awaitable[Any]],
relative_path: str) -> Optional[DownloadModelStatus]:
if os.path.exists(file_path):
status = DownloadStatus(DownloadStatusType.COMPLETED, 100, f"{model_name} already exists")
status = DownloadModelStatus(DownloadStatusType.COMPLETED, 100, f"{model_name} already exists", True)
await progress_callback(relative_path, status)
return DownloadModelResult(DownloadStatusType.COMPLETED, f"{model_name} already exists", True)
return status
return None
async def track_download_progress(response: aiohttp.ClientResponse, file_path: str, model_name: str, progress_callback: Callable[[str, DownloadStatus], Awaitable[Any]], relative_path: str, interval: float = 1.0) -> DownloadModelResult:
async def track_download_progress(response: aiohttp.ClientResponse,
file_path: str,
model_name: str,
progress_callback: Callable[[str, DownloadModelStatus], Awaitable[Any]],
relative_path: str,
interval: float = 1.0) -> DownloadModelStatus:
try:
total_size = int(response.headers.get('Content-Length', 0))
downloaded = 0
@ -116,7 +116,7 @@ async def track_download_progress(response: aiohttp.ClientResponse, file_path: s
async def update_progress():
nonlocal last_update_time
progress = (downloaded / total_size) * 100 if total_size > 0 else 0
status = DownloadStatus(DownloadStatusType.IN_PROGRESS, progress, f"Downloading {model_name}")
status = DownloadModelStatus(DownloadStatusType.IN_PROGRESS, progress, f"Downloading {model_name}", False)
await progress_callback(relative_path, status)
last_update_time = time.time()
@ -136,20 +136,23 @@ async def track_download_progress(response: aiohttp.ClientResponse, file_path: s
await update_progress()
logging.info(f"Successfully downloaded {model_name}. Total downloaded: {downloaded}")
status = DownloadStatus(DownloadStatusType.COMPLETED, 100, f"Successfully downloaded {model_name}")
status = DownloadModelStatus(DownloadStatusType.COMPLETED, 100, f"Successfully downloaded {model_name}", False)
await progress_callback(relative_path, status)
return DownloadModelResult(DownloadStatusType.COMPLETED, f"Successfully downloaded {model_name}", False)
return status
except Exception as e:
logging.error(f"Error in track_download_progress: {e}")
logging.error(traceback.format_exc())
return await handle_download_error(e, model_name, progress_callback, relative_path)
async def handle_download_error(e: Exception, model_name: str, progress_callback: Callable[[str, DownloadStatus], Any], relative_path: str) -> DownloadModelResult:
async def handle_download_error(e: Exception,
model_name: str,
progress_callback: Callable[[str, DownloadModelStatus], Any],
relative_path: str) -> DownloadModelStatus:
error_message = f"Error downloading {model_name}: {str(e)}"
status = DownloadStatus(DownloadStatusType.ERROR, 0, error_message)
status = DownloadModelStatus(DownloadStatusType.ERROR, 0, error_message, False)
await progress_callback(relative_path, status)
return DownloadModelResult(DownloadStatusType.ERROR, error_message, False)
return status
def validate_model_subdirectory(model_subdirectory: str) -> bool:
"""

View File

@ -4,7 +4,7 @@ from aiohttp import ClientResponse
import itertools
import os
from unittest.mock import AsyncMock, patch, MagicMock
from model_filemanager import download_model, validate_model_subdirectory, track_download_progress, create_model_path, check_file_exists, DownloadStatus, DownloadModelResult, DownloadStatusType
from model_filemanager import download_model, validate_model_subdirectory, track_download_progress, create_model_path, check_file_exists, DownloadStatusType, DownloadModelStatus
class AsyncIteratorMock:
"""
@ -73,7 +73,7 @@ async def test_download_model_success():
)
# Assert the result
assert isinstance(result, DownloadModelResult)
assert isinstance(result, DownloadModelStatus)
assert result.message == 'Successfully downloaded model.bin'
assert result.status == 'completed'
assert result.already_existed is False
@ -84,13 +84,13 @@ async def test_download_model_success():
# Check initial call
mock_progress_callback.assert_any_call(
'checkpoints/model.bin',
DownloadStatus(DownloadStatusType.PENDING, 0, "Starting download of model.bin")
DownloadModelStatus(DownloadStatusType.PENDING, 0, "Starting download of model.bin", False)
)
# Check final call
mock_progress_callback.assert_any_call(
'checkpoints/model.bin',
DownloadStatus(DownloadStatusType.COMPLETED, 100, "Successfully downloaded model.bin")
DownloadModelStatus(DownloadStatusType.COMPLETED, 100, "Successfully downloaded model.bin", False)
)
# Verify file writing
@ -123,7 +123,7 @@ async def test_download_model_url_request_failure():
)
# Assert the expected behavior
assert isinstance(result, DownloadModelResult)
assert isinstance(result, DownloadModelStatus)
assert result.status == 'error'
assert result.message == 'Failed to download model.safetensors. Status code: 404'
assert result.already_existed is False
@ -131,18 +131,20 @@ async def test_download_model_url_request_failure():
# Check that progress_callback was called with the correct arguments
mock_progress_callback.assert_any_call(
'mock_directory/model.safetensors',
DownloadStatus(
DownloadModelStatus(
status=DownloadStatusType.PENDING,
progress_percentage=0,
message='Starting download of model.safetensors'
message='Starting download of model.safetensors',
already_existed=False
)
)
mock_progress_callback.assert_called_with(
'mock_directory/model.safetensors',
DownloadStatus(
DownloadModelStatus(
status=DownloadStatusType.ERROR,
progress_percentage=0,
message='Failed to download model.safetensors. Status code: 404'
message='Failed to download model.safetensors. Status code: 404',
already_existed=False
)
)
@ -165,7 +167,7 @@ async def test_download_model_invalid_model_subdirectory():
)
# Assert the result
assert isinstance(result, DownloadModelResult)
assert isinstance(result, DownloadModelStatus)
assert result.message == 'Invalid model subdirectory'
assert result.status == 'error'
assert result.already_existed is False
@ -202,7 +204,7 @@ async def test_check_file_exists_when_file_exists(tmp_path):
mock_callback.assert_called_once_with(
"test/existing_model.bin",
DownloadStatus(DownloadStatusType.COMPLETED, 100, "existing_model.bin already exists")
DownloadModelStatus(DownloadStatusType.COMPLETED, 100, "existing_model.bin already exists", already_existed=True)
)
@pytest.mark.asyncio
@ -235,7 +237,7 @@ async def test_track_download_progress_no_content_length():
# Check that progress was reported even without knowing the total size
mock_callback.assert_any_call(
'models/model.bin',
DownloadStatus(DownloadStatusType.IN_PROGRESS, 0, "Downloading model.bin")
DownloadModelStatus(DownloadStatusType.IN_PROGRESS, 0, "Downloading model.bin", already_existed=False)
)
@pytest.mark.asyncio