Fix handler to return PIL Images instead of dictionaries for HF API compatibility
Browse files- handler.py +47 -24
handler.py
CHANGED
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@@ -78,36 +78,31 @@ class EndpointHandler:
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prompt, num_paths, num_iter, guidance_scale, width, height
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)
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# Convert SVG to
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#
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"seed": seed
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}
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}
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return
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except Exception as e:
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print(f"Error in handler: {e}")
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# Return a simple fallback
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fallback_svg = self.create_fallback_svg(prompt, width, height)
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"error": str(e)
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}
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def generate_svg_sketch(self, prompt, num_paths, num_iter, guidance_scale, width, height):
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"""Generate SVG sketch using simplified DiffSketcher approach"""
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@@ -284,6 +279,34 @@ class EndpointHandler:
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return dwg.tostring()
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def create_fallback_svg(self, prompt, width=224, height=224):
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"""Create a simple fallback SVG"""
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dwg = svgwrite.Drawing(size=(width, height))
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prompt, num_paths, num_iter, guidance_scale, width, height
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)
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# Convert SVG to PIL Image for HF API compatibility
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pil_image = self.svg_to_pil_image(svg_content, width, height)
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# Store SVG data as image metadata
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pil_image.info['svg_content'] = svg_content
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pil_image.info['prompt'] = prompt
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pil_image.info['parameters'] = json.dumps({
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"num_paths": num_paths,
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"num_iter": num_iter,
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"guidance_scale": guidance_scale,
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"width": width,
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"height": height,
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"seed": seed
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})
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return pil_image
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except Exception as e:
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print(f"Error in handler: {e}")
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# Return a simple fallback image
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fallback_svg = self.create_fallback_svg(prompt, width, height)
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fallback_image = self.svg_to_pil_image(fallback_svg, width, height)
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fallback_image.info['error'] = str(e)
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fallback_image.info['prompt'] = prompt
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return fallback_image
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def generate_svg_sketch(self, prompt, num_paths, num_iter, guidance_scale, width, height):
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"""Generate SVG sketch using simplified DiffSketcher approach"""
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return dwg.tostring()
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def svg_to_pil_image(self, svg_content, width, height):
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"""Convert SVG content to PIL Image"""
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try:
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import cairosvg
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import io
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# Convert SVG to PNG bytes
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png_bytes = cairosvg.svg2png(
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bytestring=svg_content.encode('utf-8'),
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output_width=width,
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output_height=height
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)
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# Convert to PIL Image
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image = Image.open(io.BytesIO(png_bytes)).convert('RGB')
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return image
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except ImportError:
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print("cairosvg not available, creating simple image representation")
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# Fallback: create a simple image with text
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image = Image.new('RGB', (width, height), 'white')
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return image
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except Exception as e:
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print(f"Error converting SVG to image: {e}")
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# Fallback: create a simple image
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image = Image.new('RGB', (width, height), 'white')
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return image
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def create_fallback_svg(self, prompt, width=224, height=224):
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"""Create a simple fallback SVG"""
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dwg = svgwrite.Drawing(size=(width, height))
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