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# Apckeyl_RealESRGAN
# Version 2.0
# batch_processor.py
# =====================================================
from image_upscaler import upscale_image
from priority_queue import PriorityQueue
class BatchProcessor:
"""
Batch Processor.
Version 2.0
Использует Priority Queue.
"""
def __init__(self):
self.results = []
self.queue = PriorityQueue()
# -------------------------------------------------
def clear(self):
self.results.clear()
self.queue.clear()
# -------------------------------------------------
def add_task(
self,
image,
mode,
quality,
denoise,
owner=False,
):
self.queue.add(
{
"image": image,
"mode": mode,
"quality": quality,
"denoise": denoise,
},
owner=owner,
)
# -------------------------------------------------
def process_queue(self):
self.results.clear()
while self.queue.size() > 0:
task = self.queue.get_next()
result = upscale_image(
image=task["image"],
mode=task["mode"],
quality=task["quality"],
denoise=task["denoise"],
)
self.results.append(
result
)
return self.results
# -------------------------------------------------
def process(
self,
images,
mode,
quality,
denoise,
owner=False,
):
self.clear()
for image in images:
self.add_task(
image=image,
mode=mode,
quality=quality,
denoise=denoise,
owner=owner,
)
return self.process_queue()
# -------------------------------------------------
def process_with_limit(
self,
images,
mode,
quality,
denoise,
owner=False,
max_images=10,
):
if images is None:
return []
images = images[:max_images]
return self.process(
images=images,
mode=mode,
quality=quality,
denoise=denoise,
owner=owner,
)
# -------------------------------------------------
def count(self):
return len(
self.results
)
# -------------------------------------------------
def queue_size(self):
return self.queue.size() |