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process image
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import shutil
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import tempfile
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from typing import Iterator
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from unittest.mock import patch
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import pytest
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from starlette.testclient import TestClient
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from facefusion import metadata, session_manager, state_manager
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from facefusion.apis import asset_store
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from facefusion.apis.core import create_api
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from facefusion.download import conditional_download
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from .helper import get_test_example_file, get_test_examples_directory
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@pytest.fixture(scope = 'module', autouse = True)
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def before_all() -> None:
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conditional_download(get_test_examples_directory(),
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[
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'https://github.com/facefusion/facefusion-assets/releases/download/examples-3.0.0/source.jpg'
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])
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@pytest.fixture(scope = 'module')
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def test_client() -> Iterator[TestClient]:
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with TestClient(create_api()) as test_client:
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yield test_client
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@pytest.fixture(scope = 'function', autouse = True)
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def before_each() -> None:
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state_manager.init_item('temp_path', tempfile.gettempdir())
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state_manager.init_item('temp_frame_format', 'png')
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state_manager.init_item('source_paths', None)
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session_manager.SESSIONS.clear()
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asset_store.clear()
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def mock_process_image(start_time : float) -> int:
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output_path = state_manager.get_item('output_path')
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target_path = state_manager.get_item('target_path')
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shutil.copy(target_path, output_path)
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return 0
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def test_websocket_process_image_without_auth(test_client : TestClient) -> None:
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with pytest.raises(Exception):
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with test_client.websocket_connect('/process/image') as _:
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pass
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def test_websocket_process_image_without_source(test_client : TestClient) -> None:
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create_session_response = test_client.post('/session', json =
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{
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'client_version': metadata.get('version')
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})
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access_token = create_session_response.json().get('access_token')
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with test_client.websocket_connect('/process/image', subprotocols =
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[
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'access_token.' + access_token
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]) as websocket:
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with pytest.raises(Exception):
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websocket.receive_bytes()
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def test_websocket_process_image_single(test_client : TestClient) -> None:
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create_session_response = test_client.post('/session', json =
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{
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'client_version': metadata.get('version')
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})
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access_token = create_session_response.json().get('access_token')
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source_path = get_test_example_file('source.jpg')
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state_manager.init_item('source_paths', [ source_path ])
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with open(source_path, 'rb') as source_file:
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image_bytes = source_file.read()
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with patch('facefusion.apis.endpoints.process.image_to_image.process', side_effect = mock_process_image):
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with test_client.websocket_connect('/process/image', subprotocols =
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[
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'access_token.' + access_token
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]) as websocket:
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websocket.send_bytes(image_bytes)
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result_bytes = websocket.receive_bytes()
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assert len(result_bytes) > 0
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def test_websocket_process_image_batch(test_client : TestClient) -> None:
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create_session_response = test_client.post('/session', json =
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{
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'client_version': metadata.get('version')
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})
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access_token = create_session_response.json().get('access_token')
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source_path = get_test_example_file('source.jpg')
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state_manager.init_item('source_paths', [ source_path ])
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with open(source_path, 'rb') as source_file:
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image_bytes = source_file.read()
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with patch('facefusion.apis.endpoints.process.image_to_image.process', side_effect = mock_process_image):
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with test_client.websocket_connect('/process/image', subprotocols =
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[
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'access_token.' + access_token
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]) as websocket:
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websocket.send_bytes(image_bytes)
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result_bytes_1 = websocket.receive_bytes()
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websocket.send_bytes(image_bytes)
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result_bytes_2 = websocket.receive_bytes()
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assert len(result_bytes_1) > 0
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assert len(result_bytes_2) > 0
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