Gabriel commited on
Commit
7d928da
·
verified ·
1 Parent(s): f3d3547

Update handler.py

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Files changed (1) hide show
  1. handler.py +7 -7
handler.py CHANGED
@@ -11,19 +11,20 @@ class EndpointHandler():
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  self.model = Qwen2VLForConditionalGeneration.from_pretrained(path)
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  def __call__(self, data: Any) -> Dict[str, Any]:
 
 
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- image_input = data.get('image', None)
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- text_input = data.get('text', None)
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-
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- if isinstance(data, dict):
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  if image_input.startswith('http'):
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  image = Image.open(requests.get(image_input, stream=True).raw).convert('RGB')
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  else:
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  image_data = base64.b64decode(image_input)
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  image = Image.open(io.BytesIO(image_data)).convert('RGB')
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- else:
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- return {"error": "Invalid input data. Expected binary image data or a dictionary with 'image' key."}
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  messages = [
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  {
@@ -49,4 +50,3 @@ class EndpointHandler():
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  )[0]
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  return {"generated_text": output_text}
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-
 
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  self.model = Qwen2VLForConditionalGeneration.from_pretrained(path)
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  def __call__(self, data: Any) -> Dict[str, Any]:
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+ image_input = data.get('image')
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+ text_input = data.get('text', "Describe this image.")
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+ if image_input is None:
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+ return {"error": "No image provided."}
 
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+ try:
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  if image_input.startswith('http'):
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  image = Image.open(requests.get(image_input, stream=True).raw).convert('RGB')
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  else:
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  image_data = base64.b64decode(image_input)
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  image = Image.open(io.BytesIO(image_data)).convert('RGB')
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+ except Exception as e:
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+ return {"error": f"Failed to process the image. Details: {str(e)}"}
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  messages = [
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  {
 
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  )[0]
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  return {"generated_text": output_text}