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onnx-web/api/onnx_web/chain/reduce_crop.py

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Python

from logging import getLogger
from typing import Optional
from PIL import Image
from ..params import ImageParams, Size, StageParams
from ..server import ServerContext
from ..worker import WorkerContext
from .base import BaseStage
from .result import StageResult
logger = getLogger(__name__)
class ReduceCropStage(BaseStage):
def run(
self,
_worker: WorkerContext,
_server: ServerContext,
_stage: StageParams,
_params: ImageParams,
sources: StageResult,
*,
origin: Size,
size: Size,
stage_source: Optional[Image.Image] = None,
**kwargs,
) -> StageResult:
outputs = []
for source in sources.as_images():
image = source.crop((origin.width, origin.height, size.width, size.height))
logger.info(
"created thumbnail with dimensions: %sx%s", image.width, image.height
)
outputs.append(image)
return StageResult.from_images(outputs, metadata=sources.metadata)