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Update app.py
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app.py
CHANGED
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import gradio as gr
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import tempfile
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import os
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from pathlib import Path
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import zipfile
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import time
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from PIL import Image
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import io
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def compress(self, input_path, output_path, method="webp", quality=75):
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"""Main compression entry point"""
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img = Image.open(input_path)
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original_size = Path(input_path).stat().st_size
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# Smart resize if image is huge (for HF memory limits)
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img = self.smart_resize(img)
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# Always use .webp or .png extension
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output_file = Path(output_path)
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if method == "png_optimized":
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output_file = output_file.with_suffix('.png')
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compressed = self._compress_png_optimized(img)
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elif method == "png_quantized":
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output_file = output_file.with_suffix('.png')
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compressed = self._compress_png_quantized(img)
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elif method == "jpeg":
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output_file = output_file.with_suffix('.jpg')
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compressed = self._compress_jpeg(img, quality)
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else:
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# Default to WebP
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output_file = output_file.with_suffix('.webp')
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compressed = self._compress_webp(img, quality)
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# Save compressed image
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with open(output_file, 'wb') as f:
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f.write(compressed)
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compressed_size = output_file.stat().st_size
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ratio = (1 - compressed_size / original_size) * 100
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return str(output_file), ratio
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# Handle transparency
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if img.mode == 'RGBA':
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img.save(output, format='WEBP', quality=quality, method=4, lossless=False)
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else:
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img.save(output, format='WEBP', quality=quality, method=4)
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def _compress_png_optimized(self, img):
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"""PNG with optimization"""
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output = io.BytesIO()
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img.save(output, format='PNG', optimize=True)
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return output.getvalue()
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def _compress_png_quantized(self, img, colors=128):
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"""Heavy PNG quantization for graphics"""
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output = io.BytesIO()
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img.save(output, format='PNG', optimize=True)
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"""JPEG compression"""
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output = io.BytesIO()
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# Convert to RGB if needed
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if img.mode in ('RGBA', 'LA', 'P'):
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# Create white background for transparency
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if img.mode == 'RGBA':
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background = Image.new('RGB', img.size, (255, 255, 255))
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background.paste(img, mask=img.split()[-1])
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img = background
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else:
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img = img.convert('RGB')
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img.save(output, format='JPEG', quality=quality, optimize=True, progressive=True)
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return output.getvalue()
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def smart_resize(self, img, max_dimension=2048):
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"""Intelligently resize if image is too large"""
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width, height = img.size
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max_dim = max(width, height)
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if max_dim > max_dimension:
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scale = max_dimension / max_dim
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new_size = (int(width * scale), int(height * scale))
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return img.resize(new_size, Image.Resampling.LANCZOS)
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return img
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def simple_analyze(image_path):
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"""Simple image type detection without OpenCV (for HF compatibility)"""
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try:
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img = Image.open(image_path)
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# Check for transparency
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has_transparency = img.mode in ('RGBA', 'LA', 'P')
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#
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compression_ratio = estimated_raw_size / file_size if file_size > 0 else 0
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if has_transparency:
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return "graphic_with_transparency", "png_optimized"
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elif compression_ratio < 5: # Highly compressed already
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return "photo", "webp"
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else:
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return "screenshot_or_text", "webp"
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except:
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return "photo", "webp"
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# Initialize compressor
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compressor = ImageCompressor()
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def compress_single_image(file, preset="auto"):
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"""Compress a single image"""
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if file is None:
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return None, "No file uploaded", None
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try:
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input_path = Path(file.name)
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if preset == "auto":
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content_type, method = simple_analyze(input_path)
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quality = 80
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elif preset == "extreme":
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method = "webp"
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quality = 60
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elif preset == "high_quality":
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method = "webp"
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quality = 90
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elif preset == "png_optimized":
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method = "png_optimized"
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quality = 85
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else:
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method = "webp"
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quality = 75
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# Create output path in temp directory
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with tempfile.TemporaryDirectory() as temp_dir:
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output_path = Path(temp_dir) / f"compressed_{input_path.stem}"
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# Compress
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start_time = time.time()
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result_path, ratio = compressor.compress(
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input_path,
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output_path,
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method=method,
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quality=quality
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)
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compression_time = time.time() - start_time
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# Calculate metrics
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original_size = input_path.stat().st_size / 1024
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compressed_size = Path(result_path).stat().st_size / 1024
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info = f"""
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✅ Compression Complete!
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Original: {original_size:.1f} KB
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Compressed: {compressed_size:.1f} KB
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Saved: {
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# Copy to persistent location for download
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persistent_path = Path("/tmp") / f"{input_path.stem}_compressed_{int(time.time())}{Path(result_path).suffix}"
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import shutil
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shutil.copy(result_path, persistent_path)
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return str(persistent_path), info, None
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except Exception as e:
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return None, f"❌ Error: {str(e)}"
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def compress_batch(files,
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"""
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if not files:
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return None, "
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total_saved = 0
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with tempfile.TemporaryDirectory() as temp_dir:
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for
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try:
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except Exception as e:
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print(f"Error
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if not
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return None, "No files could be compressed"
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# Create ZIP
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zip_path = Path(temp_dir) / "compressed_images.zip"
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with zipfile.ZipFile(zip_path, 'w') as zipf:
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for
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zipf.write(
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# Copy to persistent location
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import shutil
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shutil.copy(zip_path,
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info = f"✅ Compressed {len(
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return str(
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if original is None or compressed is None:
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return None
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try:
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# Handle both file paths and file objects
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if hasattr(original, 'name'):
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orig_path = original.name
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else:
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orig_path = original
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if hasattr(compressed, 'name'):
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comp_path = compressed.name
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else:
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comp_path = compressed
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orig_img = Image.open(orig_path)
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comp_img = Image.open(comp_path)
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# Resize to same height for comparison
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target_height = 400
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ratio = target_height / orig_img.size[1]
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new_width = int(orig_img.size[0] * ratio)
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orig_img = orig_img.resize((new_width, target_height), Image.Resampling.LANCZOS)
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comp_img = comp_img.resize((new_width, target_height), Image.Resampling.LANCZOS)
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# Create comparison (side by side)
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total_width = new_width * 2
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comparison = Image.new('RGB', (total_width, target_height))
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comparison.paste(orig_img, (0, 0))
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comparison.paste(comp_img, (new_width, 0))
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# Save to temp file
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temp_compare = tempfile.NamedTemporaryFile(delete=False, suffix='.png')
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comparison.save(temp_compare.name)
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return temp_compare.name
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except Exception as e:
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print(f"Comparison error: {e}")
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return None
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# Create Gradio interface
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with gr.Blocks(title="AI Image Compressor", theme=gr.themes.Soft()) as demo:
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gr.Markdown("""
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# 🚀
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- 💯 **Lossless options** - Perfect for graphics
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- 🔒 **Privacy first** - No images stored on server
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""")
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with gr.Tabs():
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with gr.TabItem("
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with gr.Row():
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with gr.Column():
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choices=["
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value="
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label="
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)
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compress_btn = gr.Button("Compress
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with gr.Column():
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info_text = gr.Textbox(label="
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# Connect functions
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compress_btn.click(
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inputs=[
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outputs=[
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)
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compare_btn.click(
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compare_images,
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inputs=[input_image, output_image],
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outputs=[comparison]
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)
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batch_btn.click(
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compress_batch,
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inputs=[batch_files,
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outputs=[batch_output, batch_info]
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)
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# Launch
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860)
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import gradio as gr
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from PIL import Image
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import io
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import time
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import tempfile
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from pathlib import Path
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import zipfile
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def compress_image(file, quality=75, format_type="webp"):
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"""Simple image compression function"""
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if file is None:
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return None, "Please upload an image"
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try:
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# Open image
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img = Image.open(file.name)
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original_size = Path(file.name).stat().st_size / 1024
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# Compress to selected format
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output = io.BytesIO()
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if format_type == "webp":
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img.save(output, format='WEBP', quality=quality, method=4)
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extension = ".webp"
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elif format_type == "jpeg":
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if img.mode in ('RGBA', 'LA', 'P'):
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# Convert to RGB for JPEG
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rgb_img = Image.new('RGB', img.size, (255, 255, 255))
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rgb_img.paste(img, mask=img.split()[-1] if img.mode == 'RGBA' else None)
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img = rgb_img
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img.save(output, format='JPEG', quality=quality, optimize=True)
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extension = ".jpg"
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else: # png
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img.save(output, format='PNG', optimize=True)
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extension = ".png"
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output.seek(0)
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compressed_size = len(output.getvalue()) / 1024
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saved_percent = (1 - compressed_size / original_size) * 100
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# Save to temp file for download
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temp_path = tempfile.NamedTemporaryFile(delete=False, suffix=extension)
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temp_path.write(output.getvalue())
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temp_path.close()
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| 45 |
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| 46 |
+
info = f"""✅ Success!
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| 47 |
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| 48 |
Original: {original_size:.1f} KB
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| 49 |
Compressed: {compressed_size:.1f} KB
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| 50 |
+
Saved: {saved_percent:.1f}%
|
| 51 |
+
Format: {format_type.upper()}
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| 52 |
+
Quality: {quality}"""
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| 53 |
+
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| 54 |
+
return temp_path.name, info
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| 55 |
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| 56 |
except Exception as e:
|
| 57 |
+
return None, f"❌ Error: {str(e)}"
|
| 58 |
|
| 59 |
+
def compress_batch(files, quality=75, format_type="webp"):
|
| 60 |
+
"""Batch compression"""
|
| 61 |
if not files:
|
| 62 |
+
return None, "Please upload files"
|
| 63 |
|
| 64 |
+
compressed_paths = []
|
| 65 |
total_saved = 0
|
| 66 |
|
| 67 |
with tempfile.TemporaryDirectory() as temp_dir:
|
| 68 |
+
for file in files:
|
| 69 |
try:
|
| 70 |
+
img = Image.open(file.name)
|
| 71 |
+
original_size = Path(file.name).stat().st_size / 1024
|
| 72 |
+
|
| 73 |
+
output = io.BytesIO()
|
| 74 |
+
if format_type == "webp":
|
| 75 |
+
img.save(output, format='WEBP', quality=quality)
|
| 76 |
+
ext = ".webp"
|
| 77 |
+
elif format_type == "jpeg":
|
| 78 |
+
if img.mode in ('RGBA', 'LA', 'P'):
|
| 79 |
+
rgb_img = Image.new('RGB', img.size, (255, 255, 255))
|
| 80 |
+
rgb_img.paste(img, mask=img.split()[-1] if img.mode == 'RGBA' else None)
|
| 81 |
+
img = rgb_img
|
| 82 |
+
img.save(output, format='JPEG', quality=quality)
|
| 83 |
+
ext = ".jpg"
|
| 84 |
+
else:
|
| 85 |
+
img.save(output, format='PNG', optimize=True)
|
| 86 |
+
ext = ".png"
|
| 87 |
|
| 88 |
+
output.seek(0)
|
| 89 |
+
compressed_size = len(output.getvalue()) / 1024
|
| 90 |
+
saved = (1 - compressed_size / original_size) * 100
|
| 91 |
+
total_saved += saved
|
| 92 |
|
| 93 |
+
# Save file
|
| 94 |
+
temp_file = Path(temp_dir) / f"compressed_{Path(file.name).stem}{ext}"
|
| 95 |
+
with open(temp_file, 'wb') as f:
|
| 96 |
+
f.write(output.getvalue())
|
| 97 |
+
compressed_paths.append(temp_file)
|
| 98 |
|
| 99 |
except Exception as e:
|
| 100 |
+
print(f"Error: {e}")
|
| 101 |
|
| 102 |
+
if not compressed_paths:
|
| 103 |
return None, "No files could be compressed"
|
| 104 |
|
| 105 |
# Create ZIP
|
| 106 |
zip_path = Path(temp_dir) / "compressed_images.zip"
|
| 107 |
with zipfile.ZipFile(zip_path, 'w') as zipf:
|
| 108 |
+
for path in compressed_paths:
|
| 109 |
+
zipf.write(path, path.name)
|
| 110 |
|
| 111 |
# Copy to persistent location
|
| 112 |
+
final_zip = Path("/tmp") / f"batch_{int(time.time())}.zip"
|
| 113 |
import shutil
|
| 114 |
+
shutil.copy(zip_path, final_zip)
|
| 115 |
|
| 116 |
+
avg_saved = total_saved / len(compressed_paths)
|
| 117 |
+
info = f"✅ Compressed {len(compressed_paths)} files\nAverage saving: {avg_saved:.1f}%"
|
| 118 |
|
| 119 |
+
return str(final_zip), info
|
| 120 |
|
| 121 |
+
# Create interface
|
| 122 |
+
with gr.Blocks(title="Image Compressor", theme=gr.themes.Soft()) as demo:
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|
| 123 |
gr.Markdown("""
|
| 124 |
+
# 🚀 Image Compressor
|
| 125 |
|
| 126 |
+
**Simple, fast, and private - all processing happens in your browser!**
|
| 127 |
|
| 128 |
+
### Features:
|
| 129 |
+
- Compress JPEG, PNG, WebP
|
| 130 |
+
- Batch processing with ZIP download
|
| 131 |
+
- Adjustable quality
|
| 132 |
+
- No uploads to server
|
|
|
|
|
|
|
| 133 |
""")
|
| 134 |
|
| 135 |
with gr.Tabs():
|
| 136 |
+
with gr.TabItem("Single Image"):
|
| 137 |
with gr.Row():
|
| 138 |
with gr.Column():
|
| 139 |
+
input_file = gr.File(label="Upload Image", file_types=["image"])
|
| 140 |
+
format_choice = gr.Radio(
|
| 141 |
+
choices=["webp", "jpeg", "png"],
|
| 142 |
+
value="webp",
|
| 143 |
+
label="Output Format"
|
| 144 |
+
)
|
| 145 |
+
quality_slider = gr.Slider(
|
| 146 |
+
minimum=30,
|
| 147 |
+
maximum=100,
|
| 148 |
+
value=75,
|
| 149 |
+
label="Quality (higher = better quality, larger file)"
|
| 150 |
)
|
| 151 |
+
compress_btn = gr.Button("Compress", variant="primary")
|
| 152 |
|
| 153 |
with gr.Column():
|
| 154 |
+
output_file = gr.File(label="Download Compressed Image")
|
| 155 |
+
info_text = gr.Textbox(label="Results", lines=8)
|
| 156 |
+
|
| 157 |
+
with gr.TabItem("Batch Processing"):
|
| 158 |
+
batch_files = gr.File(
|
| 159 |
+
label="Upload Multiple Images",
|
| 160 |
+
file_types=["image"],
|
| 161 |
+
file_count="multiple"
|
| 162 |
+
)
|
| 163 |
+
batch_format = gr.Radio(
|
| 164 |
+
choices=["webp", "jpeg", "png"],
|
| 165 |
+
value="webp",
|
| 166 |
+
label="Output Format"
|
| 167 |
+
)
|
| 168 |
+
batch_quality = gr.Slider(
|
| 169 |
+
minimum=30,
|
| 170 |
+
maximum=100,
|
| 171 |
+
value=75,
|
| 172 |
+
label="Quality"
|
| 173 |
+
)
|
| 174 |
+
batch_btn = gr.Button("Compress All", variant="primary")
|
| 175 |
+
batch_output = gr.File(label="Download ZIP")
|
| 176 |
+
batch_info = gr.Textbox(label="Results", lines=5)
|
| 177 |
|
| 178 |
# Connect functions
|
| 179 |
compress_btn.click(
|
| 180 |
+
compress_image,
|
| 181 |
+
inputs=[input_file, quality_slider, format_choice],
|
| 182 |
+
outputs=[output_file, info_text]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 183 |
)
|
| 184 |
|
| 185 |
batch_btn.click(
|
| 186 |
compress_batch,
|
| 187 |
+
inputs=[batch_files, batch_quality, batch_format],
|
| 188 |
outputs=[batch_output, batch_info]
|
| 189 |
)
|
| 190 |
|
| 191 |
+
# Launch
|
| 192 |
if __name__ == "__main__":
|
| 193 |
demo.launch(server_name="0.0.0.0", server_port=7860)
|