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all.py
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import cv2
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from PIL import Image
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import numpy as np
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import argparse
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import io
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import base64
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import time
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import logging
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from android import AndroidEditor
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from iphone import IPhoneEditor
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from bottom import IPhoneBottom, AndroidBottom
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# Setup logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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class UnifiedEditor:
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def __init__(self, iphone_font_path="SFUIText-Regular.otf", android_font_path="Roboto-Regular.ttf"):
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self.iphone_editor = IPhoneEditor(iphone_font_path)
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self.android_editor = AndroidEditor(android_font_path)
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self.iphone_bottom = IPhoneBottom(iphone_font_path)
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self.android_bottom = AndroidBottom(android_font_path)
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@staticmethod
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def parse_anggota(anggota_str, ocr_count=None):
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"""Parse anggota parameter and handle + prefix for addition or return string as is"""
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if anggota_str.startswith('+'):
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# If starts with +, add to existing OCR count
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if ocr_count is None:
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logger.error("OCR count is None, cannot perform addition")
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return None
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try:
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addition = int(anggota_str[1:])
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result = ocr_count + addition
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logger.info(f"Adding {addition} to OCR count {ocr_count} = {result}")
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return result
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except ValueError:
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logger.error(f"Invalid number format in anggota: {anggota_str}")
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return None
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else:
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# Try to convert to number first
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try:
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result = int(anggota_str)
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logger.info(f"Using direct anggota value: {result}")
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return result
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except ValueError:
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# If not a number, treat as string
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logger.info(f"Using string anggota value: {anggota_str}")
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return anggota_str
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def detect_platform(self, text_list):
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# """Deteksi platform berdasarkan pola teks"""
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for i, text in enumerate(text_list):
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if text.lower() in {"anggota", "members"} and i > 0 and text_list[i-1].isdigit():
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print(text_list[i-1])
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if not any(text_list[j] in {"-", "Grup"} for j in range(i-2, max(-1, i-5), -1)):
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return "Bottom iPhone" if any(t.lower() == "edit" for t in text_list) else "Bottom Android"
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window_size = 5
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for i in range(len(text_list) - window_size + 1):
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window = " ".join(text_list[i:i+window_size]).lower()
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if ("info" in window and "grup" in window) or ("info" in window and "group" in window):
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return "iPhone"
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return "Android"
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def process_image(self, image_path, anggota):
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start_time = time.time()
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image = cv2.imread(image_path)
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if image is None:
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logger.error("Failed to read image")
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return None, None, None
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# Convert image to bytes for platform detection and OCR
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_, img_encoded = cv2.imencode('.png', image)
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img_bytes = img_encoded.tobytes()
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# Perform OCR once and reuse results
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extracted_data = self.iphone_editor._perform_ocr(img_bytes)
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if extracted_data is None:
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logger.error("OCR failed")
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return None, None, None
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text_list = extracted_data['text']
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# Detect platform using OCR results
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platform = self.detect_platform(text_list)
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logger.info(f"Detected platform: {platform}")
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# Get OCR count for potential addition
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if platform == "Bottom iPhone":
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ocr_count = self.iphone_bottom.replace_anggota(image, 0, skip_ocr=True, extracted_data=extracted_data, get_ocr_count_only=True)
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elif platform == "Bottom Android":
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ocr_count = self.android_bottom.replace_anggota(image, 0, skip_ocr=True, extracted_data=extracted_data, get_ocr_count_only=True)
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else:
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ocr_count = self._get_ocr_count_from_text_list(text_list)
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# Parse anggota parameter
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parsed_anggota = self.parse_anggota(anggota, ocr_count)
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if parsed_anggota is None:
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logger.error("Invalid anggota parameter")
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return None, None, None
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# Process with appropriate editor
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if platform == "iPhone":
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result, theme = self.iphone_editor._process_core(image, str(parsed_anggota), show_preview=True, return_theme=True, skip_ocr=True, extracted_data=extracted_data)
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elif platform == "Bottom iPhone":
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result, theme = self.iphone_bottom.replace_anggota(image, str(parsed_anggota), show_preview=True, return_theme=True, skip_ocr=True, extracted_data=extracted_data)
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elif platform == "Bottom Android":
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result, theme = self.android_bottom.replace_anggota(image, str(parsed_anggota), show_preview=True, return_theme=True, skip_ocr=True, extracted_data=extracted_data)
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else:
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result, theme = self.android_editor._process_core(image, str(parsed_anggota), show_preview=True, return_theme=True, skip_ocr=True, extracted_data=extracted_data)
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if result is None:
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return None, None, None
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end_time = time.time()
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logger.info(f"Total processing time: {end_time - start_time:.2f} seconds")
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return result, theme, platform
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def _get_ocr_count_from_text_list(self, text_list):
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"""Get OCR count from text list for addition operations"""
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try:
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# Try to find group index first
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group_idx = None
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for i, text in enumerate(text_list):
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if "Grup" in text or "Group" in text:
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group_idx = i
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break
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if group_idx is not None:
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# Find the original member count from OCR
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for i in range(group_idx, min(group_idx + 5, len(text_list))):
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if text_list[i].isdigit():
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try:
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ocr_count = int(text_list[i])
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logger.info(f"Found OCR count: {ocr_count}")
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return ocr_count
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except ValueError:
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continue
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logger.warning("No valid OCR count found, using 0 as default")
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return 0
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except Exception as e:
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logger.error(f"Error getting OCR count: {str(e)}")
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return 0
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def process_image_bytes(self, image_bytes, anggota):
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start_time = time.time()
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try:
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# Convert image_bytes to numpy array first
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image_stream = io.BytesIO(image_bytes)
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pil_image = Image.open(image_stream).convert('RGB')
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image = np.array(pil_image)
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# Perform OCR once and reuse results
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extracted_data = self.iphone_editor._perform_ocr(image_bytes)
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if extracted_data is None:
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logger.error("OCR failed")
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return None, None, None
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text_list = extracted_data['text']
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# Detect platform using OCR results
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platform = self.detect_platform(text_list)
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logger.info(f"Detected platform: {platform}")
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# Get OCR count for potential addition - use 'image' (numpy array) instead of 'image_bytes'
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if platform == "Bottom iPhone":
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ocr_count = self.iphone_bottom.replace_anggota(image, 0, skip_ocr=True, extracted_data=extracted_data, get_ocr_count_only=True)
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elif platform == "Bottom Android":
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ocr_count = self.android_bottom.replace_anggota(image, 0, skip_ocr=True, extracted_data=extracted_data, get_ocr_count_only=True)
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else:
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ocr_count = self._get_ocr_count_from_text_list(text_list)
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# Parse anggota parameter
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parsed_anggota = self.parse_anggota(anggota, ocr_count)
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if parsed_anggota is None:
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logger.error("Invalid anggota parameter")
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return None, None, None
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# Process with appropriate editor
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if platform == "iPhone":
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result, theme = self.iphone_editor.process_image_bytes(image_bytes, str(parsed_anggota), extracted_data)
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elif platform == "Bottom iPhone":
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result, theme = self.iphone_bottom.replace_anggota(image, str(parsed_anggota), show_preview=True, return_theme=True, skip_ocr=True, extracted_data=extracted_data)
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# Convert numpy array to base64 string for bottom platforms
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if result is not None:
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pil_result = Image.fromarray(result)
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output_io = io.BytesIO()
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pil_result.save(output_io, format='PNG')
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result = base64.b64encode(output_io.getvalue()).decode('utf-8')
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elif platform == "Bottom Android":
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result, theme = self.android_bottom.replace_anggota(image, str(parsed_anggota), show_preview=True, return_theme=True, skip_ocr=True, extracted_data=extracted_data)
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# Convert numpy array to base64 string for bottom platforms
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if result is not None:
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pil_result = Image.fromarray(result)
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output_io = io.BytesIO()
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pil_result.save(output_io, format='PNG')
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result = base64.b64encode(output_io.getvalue()).decode('utf-8')
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else:
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result, theme = self.android_editor.process_image_bytes(image_bytes, str(parsed_anggota), extracted_data)
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if result is not None:
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end_time = time.time()
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logger.info(f"Total processing time: {end_time - start_time:.2f} seconds")
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return result, theme, platform
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else:
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logger.error("Result image is None")
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return None, None, None
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except Exception as e:
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logger.error(f"Error in process_image_bytes: {str(e)}")
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return None, None, None
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if __name__ == '__main__':
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parser = argparse.ArgumentParser(description='Proses gambar grup unified')
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parser.add_argument('image_path', help='Path ke file gambar')
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parser.add_argument('anggota', help='Jumlah anggota (bisa menggunakan + untuk menambah ke jumlah yang ada, contoh: +5 untuk menambah 5)')
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args = parser.parse_args()
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editor = UnifiedEditor()
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result, theme, platform = editor.process_image(args.image_path, args.anggota)
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if result is not None:
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print(f"Processing completed successfully!")
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print(f"Detected platform: {platform}")
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print(f"Detected theme: {theme}")
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else:
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print("Processing failed!")
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# Contoh penggunaan:
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# python all.py image.png 10 # Set jumlah anggota menjadi 10
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# python all.py image.png +5 # Tambah 5 ke jumlah anggota yang ada di OCR
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# python all.py image.png +10 # Tambah 10 ke jumlah anggota yang ada di OCR
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# python all.py image.png "Banyak" # Gunakan string "Banyak" sebagai anggota
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# python all.py image.png "100+" # Gunakan string "100+" sebagai anggota
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