Ban lambda usage

facefusion/core.py

@@ -2,6 +2,7 @@ import itertools
 import shutil
 import signal
 import sys
+from functools import partial
 from time import time
 
 import numpy
@@ -31,7 +32,7 @@ from facefusion.vision import pack_resolution, read_image, read_static_images, r
 
 def cli() -> None:
 	if pre_check():
-		signal.signal(signal.SIGINT, lambda signal_number, frame: graceful_exit(0))
+		signal.signal(signal.SIGINT, partial(graceful_exit, 0))
 		program = create_program()
 
 		if validate_args(program):

facefusion/face_selector.py

@@ -3,7 +3,7 @@ from typing import List
 import numpy
 
 from facefusion import state_manager
-from facefusion.types import Face, FaceSelectorOrder, FaceSet, Gender, Race
+from facefusion.types import Face, FaceSelectorOrder, FaceSet, Gender, Race, Score
 
 
 def find_similar_faces(faces : List[Face], reference_faces : FaceSet, face_distance : float) -> List[Face]:
@@ -46,24 +46,40 @@ def sort_and_filter_faces(faces : List[Face]) -> List[Face]:
 
 def sort_faces_by_order(faces : List[Face], order : FaceSelectorOrder) -> List[Face]:
 	if order == 'left-right':
-		return sorted(faces, key = lambda face: face.bounding_box[0])
+		return sorted(faces, key = get_bounding_box_left)
 	if order == 'right-left':
-		return sorted(faces, key = lambda face: face.bounding_box[0], reverse = True)
+		return sorted(faces, key = get_bounding_box_left, reverse = True)
 	if order == 'top-bottom':
-		return sorted(faces, key = lambda face: face.bounding_box[1])
+		return sorted(faces, key = get_bounding_box_top)
 	if order == 'bottom-top':
-		return sorted(faces, key = lambda face: face.bounding_box[1], reverse = True)
+		return sorted(faces, key = get_bounding_box_top, reverse = True)
 	if order == 'small-large':
-		return sorted(faces, key = lambda face: (face.bounding_box[2] - face.bounding_box[0]) * (face.bounding_box[3] - face.bounding_box[1]))
+		return sorted(faces, key = get_bounding_box_area)
 	if order == 'large-small':
-		return sorted(faces, key = lambda face: (face.bounding_box[2] - face.bounding_box[0]) * (face.bounding_box[3] - face.bounding_box[1]), reverse = True)
+		return sorted(faces, key = get_bounding_box_area, reverse = True)
 	if order == 'best-worst':
-		return sorted(faces, key = lambda face: face.score_set.get('detector'), reverse = True)
+		return sorted(faces, key = get_face_detector_score, reverse = True)
 	if order == 'worst-best':
-		return sorted(faces, key = lambda face: face.score_set.get('detector'))
+		return sorted(faces, key = get_face_detector_score)
 	return faces
 
 
+def get_bounding_box_left(face : Face) -> float:
+	return face.bounding_box[0]
+
+
+def get_bounding_box_top(face : Face) -> float:
+	return face.bounding_box[1]
+
+
+def get_bounding_box_area(face : Face) -> float:
+	return (face.bounding_box[2] - face.bounding_box[0]) * (face.bounding_box[3] - face.bounding_box[1])
+
+
+def get_face_detector_score(face : Face) -> Score:
+	return face.score_set.get('detector')
+
+
 def filter_faces_by_gender(faces : List[Face], gender : Gender) -> List[Face]:
 	filter_faces = []
 

facefusion/ffmpeg.py

@@ -1,6 +1,7 @@
 import os
 import subprocess
 import tempfile
+from functools import partial
 from typing import List, Optional, cast
 
 from tqdm import tqdm
@@ -40,6 +41,10 @@ def run_ffmpeg_with_progress(commands : Commands, update_progress : UpdateProgre
 	return process
 
 
+def update_progress(progress : tqdm, frame_number : int):
+	progress.update(frame_number - progress.n)
+
+
 def run_ffmpeg(commands : Commands) -> subprocess.Popen[bytes]:
 	log_level = state_manager.get_item('log_level')
 	commands = ffmpeg_builder.run(commands)
@@ -114,7 +119,7 @@ def extract_frames(target_path : str, temp_video_resolution : str, temp_video_fp
 	)
 
 	with tqdm(total = extract_frame_total, desc = wording.get('extracting'), unit = 'frame', ascii = ' =', disable = state_manager.get_item('log_level') in [ 'warn', 'error' ]) as progress:
-		process = run_ffmpeg_with_progress(commands, lambda frame_number: progress.update(frame_number - progress.n))
+		process = run_ffmpeg_with_progress(commands, partial(update_progress, progress))
 		return process.returncode == 0
 
 
@@ -230,7 +235,7 @@ def merge_video(target_path : str, temp_video_fps : Fps, output_video_resolution
 	)
 
 	with tqdm(total = merge_frame_total, desc = wording.get('merging'), unit = 'frame', ascii = ' =', disable = state_manager.get_item('log_level') in [ 'warn', 'error' ]) as progress:
-		process = run_ffmpeg_with_progress(commands, lambda frame_number: progress.update(frame_number - progress.n))
+		process = run_ffmpeg_with_progress(commands, partial(update_progress, progress))
 		return process.returncode == 0
 
 

facefusion/installer.py

@@ -4,6 +4,7 @@ import signal
 import subprocess
 import sys
 from argparse import ArgumentParser, HelpFormatter
+from functools import partial
 
 from facefusion import metadata, wording
 from facefusion.common_helper import is_linux, is_windows
@@ -14,7 +15,7 @@ ONNXRUNTIME_SET =\
 }
 if is_windows() or is_linux():
 	ONNXRUNTIME_SET['cuda'] = ('onnxruntime-gpu', '1.22.0')
-	ONNXRUNTIME_SET['openvino'] = ('onnxruntime-openvino', '1.21.0')
+	ONNXRUNTIME_SET['openvino'] = ('onnxruntime-openvino', '1.22.0')
 if is_windows():
 	ONNXRUNTIME_SET['directml'] = ('onnxruntime-directml', '1.17.3')
 if is_linux():
@@ -22,8 +23,8 @@ if is_linux():
 
 
 def cli() -> None:
-	signal.signal(signal.SIGINT, lambda signal_number, frame: sys.exit(0))
-	program = ArgumentParser(formatter_class = lambda prog: HelpFormatter(prog, max_help_position = 50))
+	signal.signal(signal.SIGINT, partial(sys.exit, 0))
+	program = ArgumentParser(formatter_class = partial(HelpFormatter, max_help_position = 50))
 	program.add_argument('--onnxruntime', help = wording.get('help.install_dependency').format(dependency = 'onnxruntime'), choices = ONNXRUNTIME_SET.keys(), required = True)
 	program.add_argument('--skip-conda', help = wording.get('help.skip_conda'), action = 'store_true')
 	program.add_argument('-v', '--version', version = metadata.get('name') + ' ' + metadata.get('version'), action = 'version')

facefusion/uis/components/processors.py

@@ -40,4 +40,10 @@ def update_processors(processors : List[str]) -> gradio.CheckboxGroup:
 
 def sort_processors(processors : List[str]) -> List[str]:
 	available_processors = [ get_file_name(file_path) for file_path in resolve_file_paths('facefusion/processors/modules') ]
-	return sorted(available_processors, key = lambda processor : processors.index(processor) if processor in processors else len(processors))
+	current_processors = []
+
+	for processor in processors + available_processors:
+		if processor in available_processors and processor not in current_processors:
+			current_processors.append(processor)
+
+	return current_processors