73 lines
3.2 KiB
Python
73 lines
3.2 KiB
Python
import sys
|
|
import importlib
|
|
from concurrent.futures import ThreadPoolExecutor
|
|
from types import ModuleType
|
|
from typing import Any, List, Callable
|
|
from tqdm import tqdm
|
|
|
|
import modules
|
|
import modules.globals
|
|
|
|
FRAME_PROCESSORS_MODULES: List[ModuleType] = []
|
|
FRAME_PROCESSORS_INTERFACE = [
|
|
'pre_check',
|
|
'pre_start',
|
|
'process_frame',
|
|
'process_image',
|
|
'process_video'
|
|
]
|
|
|
|
def load_frame_processor_module(frame_processor: str) -> ModuleType:
|
|
try:
|
|
frame_processor_module = importlib.import_module(f'modules.processors.frame.{frame_processor}')
|
|
# Ensure all required methods are present
|
|
for method_name in FRAME_PROCESSORS_INTERFACE:
|
|
if not hasattr(frame_processor_module, method_name):
|
|
raise AttributeError(f"Missing required method {method_name} in {frame_processor} module.")
|
|
except ImportError:
|
|
print(f"Error: Frame processor '{frame_processor}' not found.")
|
|
sys.exit(1)
|
|
except AttributeError as e:
|
|
print(e)
|
|
sys.exit(1)
|
|
|
|
return frame_processor_module
|
|
|
|
def get_frame_processors_modules(frame_processors: List[str]) -> List[ModuleType]:
|
|
global FRAME_PROCESSORS_MODULES
|
|
|
|
if not FRAME_PROCESSORS_MODULES:
|
|
FRAME_PROCESSORS_MODULES = [load_frame_processor_module(fp) for fp in frame_processors]
|
|
|
|
set_frame_processors_modules_from_ui(frame_processors)
|
|
return FRAME_PROCESSORS_MODULES
|
|
|
|
def set_frame_processors_modules_from_ui(frame_processors: List[str]) -> None:
|
|
global FRAME_PROCESSORS_MODULES
|
|
for frame_processor, state in modules.globals.fp_ui.items():
|
|
if state and frame_processor not in frame_processors:
|
|
module = load_frame_processor_module(frame_processor)
|
|
FRAME_PROCESSORS_MODULES.append(module)
|
|
modules.globals.frame_processors.append(frame_processor)
|
|
elif not state and frame_processor in frame_processors:
|
|
module = load_frame_processor_module(frame_processor)
|
|
FRAME_PROCESSORS_MODULES.remove(module)
|
|
modules.globals.frame_processors.remove(frame_processor)
|
|
|
|
def multi_process_frame(source_path: str, temp_frame_paths: List[str], process_frames: Callable[[str, List[str], Any], None], progress: Any = None) -> None:
|
|
with ThreadPoolExecutor(max_workers=modules.globals.execution_threads) as executor:
|
|
futures = [executor.submit(process_frames, source_path, [path], progress) for path in temp_frame_paths]
|
|
for future in futures:
|
|
future.result()
|
|
|
|
def process_video(source_path: str, frame_paths: List[str], process_frames: Callable[[str, List[str], Any], None]) -> None:
|
|
progress_bar_format = '{l_bar}{bar}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, {rate_fmt}{postfix}]'
|
|
total = len(frame_paths)
|
|
with tqdm(total=total, desc='Processing', unit='frame', dynamic_ncols=True, bar_format=progress_bar_format) as progress:
|
|
progress.set_postfix({
|
|
'execution_providers': modules.globals.execution_providers,
|
|
'execution_threads': modules.globals.execution_threads,
|
|
'max_memory': modules.globals.max_memory
|
|
})
|
|
multi_process_frame(source_path, frame_paths, process_frames, progress)
|