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Create processing.py
Browse files- processing.py +170 -0
processing.py
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# processing.py
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import os
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import random
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import textwrap
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import logging
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from typing import List, Optional
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from PIL import Image, ImageDraw, ImageFont, ImageOps, ImageFilter, ImageEnhance, UnidentifiedImageError
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from config import Config
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from utils import add_noise_to_image
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logger = logging.getLogger(__name__)
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def apply_template(user_image_path: str, caption: str, template_path: str) -> Optional[str]:
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"""
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Applies user image and caption to a predefined template.
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Assumes template_path points to a PNG with a transparent "window" for the user image,
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and other graphics are the foreground.
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"""
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output_filename = f"result_{os.path.basename(template_path).split('.')[0]}_{random.randint(10000, 99999)}.jpg"
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output_path = os.path.join(Config.OUTPUT_DIR, output_filename)
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logger.debug(f"Applying foreground template '{os.path.basename(template_path)}' over user image '{os.path.basename(user_image_path)}'. Output: {output_path}")
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try:
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with Image.open(user_image_path).convert("RGBA") as user_image_orig, \
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Image.open(template_path).convert("RGBA") as foreground_graphic_template:
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logger.debug(f"User image size: {user_image_orig.size}, Foreground template size: {foreground_graphic_template.size}")
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# 1. Resize user's image to fit the placeholder size
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logger.debug(f"Resizing user image to placeholder size {Config.PLACEHOLDER_SIZE}")
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user_image_resized = ImageOps.fit(user_image_orig, Config.PLACEHOLDER_SIZE, Image.Resampling.LANCZOS)
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logger.debug(f"User image resized to: {user_image_resized.size}")
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# 2. Create a new transparent base canvas of the final template size
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final_base_image = Image.new("RGBA", Config.TEMPLATE_SIZE, (0, 0, 0, 0))
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logger.debug(f"Created base canvas of size {Config.TEMPLATE_SIZE}")
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# 3. Paste the user's resized image onto this base canvas at the placeholder position
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logger.debug(f"Pasting resized user image onto base canvas at {Config.PLACEHOLDER_POSITION}")
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final_base_image.paste(user_image_resized, Config.PLACEHOLDER_POSITION, user_image_resized if user_image_resized.mode == 'RGBA' else None)
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# 4. Ensure your Canva template (foreground_graphic_template) is the correct final size
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if foreground_graphic_template.size != Config.TEMPLATE_SIZE:
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logger.warning(f"Foreground template size {foreground_graphic_template.size} "
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f"differs from expected {Config.TEMPLATE_SIZE}. Resizing it.")
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foreground_graphic_template = foreground_graphic_template.resize(Config.TEMPLATE_SIZE, Image.Resampling.LANCZOS)
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# 5. Composite the Canva template ON TOP of the base image
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logger.debug("Alpha compositing user image base with foreground Canva template.")
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combined_image = Image.alpha_composite(final_base_image, foreground_graphic_template)
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logger.debug(f"Combined image size: {combined_image.size}, mode: {combined_image.mode}")
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# --- Add Caption Text (on top of everything) ---
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logger.debug("Adding caption text to the combined image")
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draw = ImageDraw.Draw(combined_image)
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try:
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font_size = Config.MAX_FONT_SIZE // 2
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font = ImageFont.truetype(Config.FONT_PATH, font_size)
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logger.debug(f"Using font '{Config.FONT_PATH}' size {font_size}")
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except IOError:
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logger.warning(f"Failed loading font '{Config.FONT_PATH}'. Using Pillow's default.")
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font = ImageFont.load_default()
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wrapped_text = textwrap.fill(caption, width=Config.MAX_CAPTION_WIDTH)
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# --- Adjust Text Position based on Config ---
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text_bbox = draw.textbbox((0,0), wrapped_text, font=font, align="center")
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text_width = text_bbox[2] - text_bbox[0]
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text_height = text_bbox[3] - text_bbox[1]
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text_x = (Config.TEMPLATE_SIZE[0] - text_width) // 2 # Centered horizontally on whole template
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text_y = Config.TEXT_AREA_Y_START + (Config.TEXT_AREA_HEIGHT - text_height) // 2 # Centered vertically in defined text area
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logger.debug(f"Calculated text position: ({text_x}, {text_y}) for text area starting at Y={Config.TEXT_AREA_Y_START} with height {Config.TEXT_AREA_HEIGHT}")
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shadow_offset = 1
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draw.text((text_x + shadow_offset, text_y + shadow_offset), wrapped_text, font=font, fill="black", align="center")
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draw.text((text_x, text_y), wrapped_text, font=font, fill="white", align="center")
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final_output_image = combined_image.convert("RGB")
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logger.debug(f"Saving final image to {output_path} with quality {Config.JPEG_QUALITY}")
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final_output_image.save(output_path, "JPEG", quality=Config.JPEG_QUALITY)
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logger.info(f"Generated final image: {output_path}")
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return output_path
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except FileNotFoundError:
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logger.error(f"Template or user image not found. Template: '{template_path}', User Image: '{user_image_path}'")
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except UnidentifiedImageError:
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logger.error(f"Could not identify image file. Template: '{template_path}', User Image: '{user_image_path}'")
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except Exception as e:
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logger.error(f"Error applying template '{os.path.basename(template_path)}': {e}", exc_info=True)
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return None
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def create_auto_template(user_image_path: str, caption: str, variant: int) -> Optional[str]:
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output_filename = f"auto_template_{variant}_{random.randint(10000, 99999)}.jpg"
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output_path = os.path.join(Config.OUTPUT_DIR, output_filename)
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logger.debug(f"Creating auto template variant {variant} -> {output_path}")
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try:
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bg_color = (random.randint(0, 150), random.randint(0, 150), random.randint(0, 150))
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bg = Image.new('RGB', Config.AUTO_TEMPLATE_SIZE, color=bg_color)
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with Image.open(user_image_path) as user_img_orig:
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user_img = user_img_orig.copy()
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user_img = ImageOps.fit(user_img, Config.AUTO_USER_IMAGE_SIZE, Image.Resampling.LANCZOS)
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effect_choice = random.choice(['blur', 'noise', 'color', 'contrast', 'sharpness', 'none'])
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if effect_choice == 'blur': user_img = user_img.filter(ImageFilter.GaussianBlur(random.uniform(0.5, 1.8)))
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elif effect_choice == 'noise': user_img = add_noise_to_image(user_img, Config.NOISE_INTENSITY)
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elif effect_choice == 'color': user_img = ImageEnhance.Color(user_img).enhance(random.uniform(0.3, 1.7))
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elif effect_choice == 'contrast': user_img = ImageEnhance.Contrast(user_img).enhance(random.uniform(0.7, 1.4))
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elif effect_choice == 'sharpness': user_img = ImageEnhance.Sharpness(user_img).enhance(random.uniform(1.1, 2.0))
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border_color = (random.randint(180, 255), random.randint(180, 255), random.randint(180, 255))
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border_width = random.randint(8, 20)
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user_img = ImageOps.expand(user_img, border=border_width, fill=border_color)
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paste_x = (bg.width - user_img.width) // 2
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paste_y = (bg.height - user_img.height) // 3
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bg.paste(user_img, (paste_x, paste_y))
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draw = ImageDraw.Draw(bg)
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try:
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font_size = random.randint(Config.MIN_FONT_SIZE, Config.MAX_FONT_SIZE)
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font = ImageFont.truetype(Config.FONT_PATH, font_size)
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except IOError:
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logger.warning(f"Failed loading font '{Config.FONT_PATH}'. Using default.")
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font = ImageFont.load_default()
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wrapped_text = textwrap.fill(caption, width=Config.MAX_CAPTION_WIDTH)
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text_bbox = draw.textbbox((0, 0), wrapped_text, font=font, align="center")
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text_x = (bg.width - (text_bbox[2] - text_bbox[0])) // 2
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text_y = paste_y + user_img.height + 30 # Position text below the image
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text_color = (random.randint(200, 255), random.randint(200, 255), random.randint(200, 255))
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stroke_color = (random.randint(0, 50), random.randint(0, 50), random.randint(0, 50))
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draw.text((text_x, text_y), wrapped_text, font=font, fill=text_color, stroke_width=Config.TEXT_STROKE_WIDTH, stroke_fill=stroke_color, align="center")
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bg.save(output_path, "JPEG", quality=Config.JPEG_QUALITY)
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logger.info(f"Generated auto-template image: {output_path}")
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return output_path
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except FileNotFoundError: logger.error(f"User image not found: '{user_image_path}'")
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except UnidentifiedImageError: logger.error(f"Unidentified user image: '{user_image_path}'")
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except Exception as e: logger.error(f"Error creating auto-template {variant}: {e}", exc_info=True)
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return None
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def load_predefined_templates() -> List[str]:
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templates = []
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template_dir = Config.PREDEFINED_TEMPLATES_DIR
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logger.debug(f"Searching templates in: {os.path.abspath(template_dir)}")
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try:
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if not os.path.isdir(template_dir):
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logger.warning(f"Templates directory not found: '{template_dir}'")
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return []
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files = os.listdir(template_dir)
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for file in files:
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if file.lower().endswith(('.png', '.jpg', '.jpeg')):
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full_path = os.path.join(template_dir, file)
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if os.path.isfile(full_path): templates.append(full_path)
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if not templates: logger.warning(f"No valid template files found in '{template_dir}'.")
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else: logger.info(f"Loaded {len(templates)} templates.")
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except Exception as e: logger.error(f"Error loading templates: {e}", exc_info=True)
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return templates
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def process_images_sync(user_image_path: str, caption: str) -> List[str]:
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logger.info("Starting sync image processing task...")
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generated_image_paths: List[str] = []
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predefined_templates = load_predefined_templates()
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if predefined_templates:
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for template_path in predefined_templates:
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result_path = apply_template(user_image_path, caption, template_path)
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if result_path: generated_image_paths.append(result_path)
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for i in range(Config.AUTO_TEMPLATES_COUNT):
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result_path = create_auto_template(user_image_path, caption, i)
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if result_path: generated_image_paths.append(result_path)
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logger.info(f"Sync processing finished. Generated {len(generated_image_paths)} images.")
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return generated_image_paths
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