import subprocess import sys import numpy import pytest from facefusion import ffmpeg, ffmpeg_builder, process_manager, state_manager, video_manager from facefusion.download import conditional_download from facefusion.jobs.job_manager import clear_jobs, init_jobs from facefusion.types import Fps, WorkflowStrategy from facefusion.vision import count_video_frame_total, detect_video_fps, read_video_frame from .assert_helper import get_test_example_file, get_test_examples_directory, get_test_jobs_directory, get_test_output_path, prepare_test_output_directory @pytest.fixture(scope = 'module', autouse = True) def before_all() -> None: state_manager.init() process_manager.start() video_manager.init() conditional_download(get_test_examples_directory(), [ 'https://github.com/facefusion/facefusion-assets/releases/download/examples-3.0.0/source.jpg', 'https://github.com/facefusion/facefusion-assets/releases/download/examples-3.0.0/target-240p.mp4' ]) for output_video_fps in [ 30, 60 ]: ffmpeg.run_ffmpeg( ffmpeg_builder.chain( ffmpeg_builder.set_input(get_test_example_file('target-240p.mp4')), ffmpeg_builder.select_frame_range(0, 30, output_video_fps), ffmpeg_builder.set_video_encoder('libx264'), ffmpeg_builder.enforce_pixel_format('yuv420p'), [ '-crf', '0', '-an' ], ffmpeg_builder.force_output(get_test_example_file('target-240p-30frames-' + str(output_video_fps) + 'fps.mp4')) ) ) @pytest.fixture(scope = 'function', autouse = True) def before_each() -> None: clear_jobs(get_test_jobs_directory()) init_jobs(get_test_jobs_directory()) prepare_test_output_directory() @pytest.mark.parametrize('workflow_strategy, output_video_fps, trim_frame_end, output_video_frame_total', [ ('disk', 30, 30, 36), ('memory', 30, 30, 36), ('disk', 60, 30, 72), ('memory', 60, 30, 72) ]) def test_output_video_fps(workflow_strategy : WorkflowStrategy, output_video_fps : Fps, trim_frame_end : int, output_video_frame_total : int) -> None: actual_file_path = get_test_output_path('test-output-video-fps-actual-' + workflow_strategy + '-' + str(output_video_fps) + '.mp4') expect_file_path = get_test_output_path('test-output-video-fps-expect-' + workflow_strategy + '-' + str(output_video_fps) + '.mp4') actual_commands = [ sys.executable, 'facefusion.py', 'run', '--workflow-mode', 'image-to-video', '--workflow-strategy', workflow_strategy, '--jobs-path', get_test_jobs_directory(), '-s', get_test_example_file('source.jpg'), '-t', get_test_example_file('target-240p.mp4'), '-o', actual_file_path, '--trim-frame-end', str(trim_frame_end), '--output-video-fps', str(output_video_fps) ] expect_commands = [ sys.executable, 'facefusion.py', 'run', '--workflow-mode', 'image-to-video', '--workflow-strategy', workflow_strategy, '--jobs-path', get_test_jobs_directory(), '-s', get_test_example_file('source.jpg'), '-t', get_test_example_file('target-240p-30frames-' + str(output_video_fps) + 'fps.mp4'), '-o', expect_file_path ] assert subprocess.run(actual_commands).returncode == 0 assert subprocess.run(expect_commands).returncode == 0 assert detect_video_fps(actual_file_path) == output_video_fps assert count_video_frame_total(actual_file_path) == output_video_frame_total assert count_video_frame_total(expect_file_path) == output_video_frame_total for frame_index in range(output_video_frame_total): actual_vision_frame = read_video_frame(actual_file_path, frame_index) expect_vision_frame = read_video_frame(expect_file_path, frame_index) assert numpy.array_equal(actual_vision_frame, expect_vision_frame) is True