Patch 3.8.3 (#1227)

* bump version

* test every workflow on every processor

* fix low fps bug (#1226)

* significant improve the test

* move partial logic to vision.py

* logic belongs to conditional_get_target_vision_frames

* use avg_frame_rate next to r_frame_rate for fps extraction

* update onnxruntime

* fix upload icon

* improve css

---------

Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>

tests/test_cli_output_fps.py

@@ -0,0 +1,72 @@
+import subprocess
+import sys
+
+import numpy
+import pytest
+
+from facefusion import ffmpeg, ffmpeg_builder, process_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 .helper import get_test_example_file, get_test_examples_directory, get_test_jobs_directory, get_test_output_file, prepare_test_output_directory
+
+
+@pytest.fixture(scope = 'module', autouse = True)
+def before_all() -> None:
+	process_manager.start()
+	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_file('test-output-video-fps-actual-' + workflow_strategy + '-' + str(output_video_fps) + '.mp4')
+	expect_file_path = get_test_output_file('test-output-video-fps-expect-' + workflow_strategy + '-' + str(output_video_fps) + '.mp4')
+	actual_commands = [ sys.executable, 'facefusion.py', 'headless-run', '--jobs-path', get_test_jobs_directory(), '--workflow-strategy', workflow_strategy, '-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', 'headless-run', '--jobs-path', get_test_jobs_directory(), '--workflow-strategy', workflow_strategy, '-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_number in range(output_video_frame_total):
+		actual_vision_frame = read_video_frame(actual_file_path, frame_number)
+		expect_vision_frame = read_video_frame(expect_file_path, frame_number)
+
+		assert numpy.array_equal(actual_vision_frame, expect_vision_frame) is True