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

65 lines
1.7 KiB
Python

from logging import getLogger
from typing import List, Optional
from PIL import Image
from ..params import ImageParams, Size, SizeChart, StageParams
from ..server import ServerContext
from ..worker import ProgressCallback, WorkerContext
from .base import BaseStage
from .result import StageResult
logger = getLogger(__name__)
class BlendGridStage(BaseStage):
max_tile = SizeChart.max
def run(
self,
_worker: WorkerContext,
_server: ServerContext,
_stage: StageParams,
_params: ImageParams,
sources: StageResult,
*,
height: int,
width: int,
# rows: Optional[List[str]] = None,
# columns: Optional[List[str]] = None,
# title: Optional[str] = None,
order: Optional[List[int]] = None,
stage_source: Optional[Image.Image] = None,
callback: Optional[ProgressCallback] = None,
**kwargs,
) -> StageResult:
logger.info("combining source images using grid layout")
images = sources.as_images()
ref_image = images[0]
size = Size(*ref_image.size)
output = Image.new(ref_image.mode, (size.width * width, size.height * height))
# TODO: labels
if order is None:
order = range(len(images))
for i in range(len(order)):
x = i % width
y = i // width
n = order[i]
output.paste(images[n], (x * size.width, y * size.height))
result = StageResult(source=sources)
result.push_image(output, sources.metadata[0])
return result
def outputs(
self,
_params: ImageParams,
sources: int,
) -> int:
return sources + 1