Add batch processing "extras" endpoint
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parent
0523704dad
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2 changed files with 37 additions and 3 deletions
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@ -10,6 +10,7 @@ import base64
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from modules.api.models import *
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from PIL import Image
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from modules.extras import run_extras
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from gradio import processing_utils
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def upscaler_to_index(name: str):
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try:
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@ -44,6 +45,7 @@ class Api:
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self.queue_lock = queue_lock
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self.app.add_api_route("/sdapi/v1/txt2img", self.text2imgapi, methods=["POST"], response_model=TextToImageResponse)
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self.app.add_api_route("/sdapi/v1/extra-single-image", self.extras_single_image_api, methods=["POST"], response_model=ExtrasSingleImageResponse)
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self.app.add_api_route("/sdapi/v1/extra-batch-image", self.extras_batch_images_api, methods=["POST"], response_model=ExtrasBatchImagesResponse)
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def text2imgapi(self, txt2imgreq: StableDiffusionProcessingAPI ):
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sampler_index = sampler_to_index(txt2imgreq.sampler_index)
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@ -78,12 +80,31 @@ class Api:
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reqDict.pop('upscaler_1')
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reqDict.pop('upscaler_2')
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reqDict['image'] = base64_to_images([reqDict['image']])[0]
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reqDict['image'] = processing_utils.decode_base64_to_file(reqDict['image'])
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with self.queue_lock:
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result = run_extras(**reqDict, extras_upscaler_1=upscaler1Index, extras_upscaler_2=upscaler2Index, extras_mode=0, image_folder="", input_dir="", output_dir="")
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return ExtrasSingleImageResponse(image="data:image/png;base64,"+img_to_base64(result[0]), html_info_x=result[1], html_info=result[2])
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return ExtrasSingleImageResponse(image=processing_utils.encode_pil_to_base64(result[0]), html_info_x=result[1], html_info=result[2])
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def extras_batch_images_api(self, req: ExtrasBatchImagesRequest):
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upscaler1Index = upscaler_to_index(req.upscaler_1)
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upscaler2Index = upscaler_to_index(req.upscaler_2)
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reqDict = vars(req)
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reqDict.pop('upscaler_1')
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reqDict.pop('upscaler_2')
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reqDict['image_folder'] = list(map(processing_utils.decode_base64_to_file, reqDict['imageList']))
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reqDict.pop('imageList')
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with self.queue_lock:
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result = run_extras(**reqDict, extras_upscaler_1=upscaler1Index, extras_upscaler_2=upscaler2Index, extras_mode=1, image="", input_dir="", output_dir="")
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return ExtrasBatchImagesResponse(images=list(map(processing_utils.encode_pil_to_base64, result[0])), html_info_x=result[1], html_info=result[2])
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def extras_folder_processing_api(self):
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raise NotImplementedError
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def pnginfoapi(self):
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raise NotImplementedError
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@ -29,4 +29,17 @@ class ExtrasSingleImageRequest(ExtrasBaseRequest):
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image: str = Field(default="", title="Image", description="Image to work on, must be a Base64 string containing the image's data.")
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class ExtrasSingleImageResponse(ExtraBaseResponse):
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image: str = Field(default=None, title="Image", description="The generated image in base64 format.")
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image: str = Field(default=None, title="Image", description="The generated image in base64 format.")
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class SerializableImage(BaseModel):
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path: str = Field(title="Path", description="The image's path ()")
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class ImageItem(BaseModel):
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data: str = Field(title="image data")
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name: str = Field(title="filename")
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class ExtrasBatchImagesRequest(ExtrasBaseRequest):
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imageList: list[str] = Field(title="Images", description="List of images to work on. Must be Base64 strings")
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class ExtrasBatchImagesResponse(ExtraBaseResponse):
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images: list[str] = Field(title="Images", description="The generated images in base64 format.")
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