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Update app.py
Browse files
app.py
CHANGED
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@@ -10,17 +10,44 @@ import zipfile
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from io import BytesIO
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import pandas as pd
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from datetime import datetime
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class PDFOCRProcessor:
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def __init__(self):
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self.results = []
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self.processing_log = []
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def log_message(self, message):
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"""添加日誌訊息"""
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timestamp = datetime.now().strftime("%H:%M:%S")
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log_entry = f"[{timestamp}] {message}"
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self.processing_log.append(log_entry)
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return log_entry
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def download_pdf(self, url, filename):
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@@ -37,20 +64,91 @@ class PDFOCRProcessor:
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self.log_message(f"❌ 下載失敗: {e}")
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return False
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def pdf_to_text_ocr(self, pdf_path):
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"""將PDF轉換為文字(使用OCR)"""
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try:
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self.log_message(f"🔍 開始OCR處理: {os.path.basename(pdf_path)}")
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-
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all_text = ""
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for i, img in enumerate(images):
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self.log_message(f" 處理第 {i+1}/{len(images)} 頁...")
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-
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-
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self.log_message(f"✅ OCR完成,共處理 {len(images)} 頁")
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return all_text
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except Exception as e:
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self.log_message(f"❌ OCR處理失敗: {e}")
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return None
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@@ -216,8 +314,34 @@ def create_interface():
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1. 在下方文字框中輸入PDF網址(每行一個)
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2. 點擊「開始處理」按鈕
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3. 等待處理完成後,可以下載包含所有結果的ZIP檔案
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""")
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with gr.Row():
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with gr.Column(scale=2):
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pdf_urls_input = gr.Textbox(
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@@ -258,6 +382,16 @@ def create_interface():
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)
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# 綁定處理函數
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process_btn.click(
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fn=processor.process_multiple_pdfs,
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inputs=[pdf_urls_input],
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@@ -282,26 +416,30 @@ def create_interface():
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return app
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# 啟動應用
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if __name__ == "__main__":
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# 檢查必要套件
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required_packages =
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app = create_interface()
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app.launch(
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server_name="0.0.0.0",
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from io import BytesIO
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import pandas as pd
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from datetime import datetime
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import subprocess
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import sys
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import fitz # PyMuPDF 作為備用方案
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class PDFOCRProcessor:
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def __init__(self):
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self.results = []
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self.processing_log = []
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self.check_dependencies()
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def check_dependencies(self):
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"""檢查系統依賴"""
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self.log_message("🔍 檢查系統依賴...")
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# 檢查 poppler
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try:
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result = subprocess.run(['pdftoppm', '-h'], capture_output=True, text=True)
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self.log_message("✅ Poppler 已安裝")
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self.has_poppler = True
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except FileNotFoundError:
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self.log_message("⚠️ 未找到 Poppler,將使用 PyMuPDF 作為備用方案")
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self.has_poppler = False
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# 檢查 tesseract
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try:
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result = subprocess.run(['tesseract', '--version'], capture_output=True, text=True)
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self.log_message("✅ Tesseract 已安裝")
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self.has_tesseract = True
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except FileNotFoundError:
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self.log_message("❌ 未找到 Tesseract OCR")
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self.has_tesseract = False
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def log_message(self, message):
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"""添加日誌訊息"""
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timestamp = datetime.now().strftime("%H:%M:%S")
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log_entry = f"[{timestamp}] {message}"
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self.processing_log.append(log_entry)
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print(log_entry) # 同時輸出到控制台
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return log_entry
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def download_pdf(self, url, filename):
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self.log_message(f"❌ 下載失敗: {e}")
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return False
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def pdf_to_images_poppler(self, pdf_path):
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"""使用 poppler 將PDF轉換為圖片"""
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try:
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images = convert_from_path(pdf_path, dpi=300)
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return images
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except Exception as e:
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self.log_message(f"❌ Poppler 轉換失敗: {e}")
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return None
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def pdf_to_images_pymupdf(self, pdf_path):
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"""使用 PyMuPDF 將PDF轉換為圖片"""
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try:
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doc = fitz.open(pdf_path)
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images = []
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for page_num in range(len(doc)):
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page = doc.load_page(page_num)
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# 提高解析度
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mat = fitz.Matrix(2.0, 2.0) # 2x zoom
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pix = page.get_pixmap(matrix=mat)
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img_data = pix.tobytes("ppm")
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img = Image.open(BytesIO(img_data))
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images.append(img)
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doc.close()
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return images
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except Exception as e:
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self.log_message(f"❌ PyMuPDF 轉換失敗: {e}")
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return None
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def pdf_to_text_ocr(self, pdf_path):
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"""將PDF轉換為文字(使用OCR)"""
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try:
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self.log_message(f"🔍 開始OCR處理: {os.path.basename(pdf_path)}")
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# 嘗試不同的PDF處理方法
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images = None
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if self.has_poppler:
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self.log_message(" 使用 Poppler 轉換PDF...")
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images = self.pdf_to_images_poppler(pdf_path)
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if images is None:
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self.log_message(" 使用 PyMuPDF 轉換PDF...")
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images = self.pdf_to_images_pymupdf(pdf_path)
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if images is None:
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self.log_message("❌ 無法轉換PDF為圖片")
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return None
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if not self.has_tesseract:
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self.log_message("❌ Tesseract 未安裝,無法進行OCR")
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return None
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all_text = ""
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for i, img in enumerate(images):
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self.log_message(f" 處理第 {i+1}/{len(images)} 頁...")
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try:
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# 嘗試不同的OCR語言設定
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ocr_langs = ['chi_tra', 'chi_sim', 'eng']
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text = None
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for lang in ocr_langs:
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try:
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text = pytesseract.image_to_string(img, lang=lang)
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if text.strip(): # 如果有內容就使用
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self.log_message(f" 使用 {lang} 語言模型成功")
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break
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except Exception as lang_error:
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self.log_message(f" {lang} 語言模型失敗: {lang_error}")
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continue
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if text is None:
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# 最後嘗試預設設定
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text = pytesseract.image_to_string(img)
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all_text += f"\n--- 第 {i+1} 頁 ---\n{text}"
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except Exception as page_error:
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self.log_message(f" 第 {i+1} 頁處理失敗: {page_error}")
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all_text += f"\n--- 第 {i+1} 頁 ---\n[處理失敗]\n"
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self.log_message(f"✅ OCR完成,共處理 {len(images)} 頁")
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return all_text
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except Exception as e:
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self.log_message(f"❌ OCR處理失敗: {e}")
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return None
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1. 在下方文字框中輸入PDF網址(每行一個)
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2. 點擊「開始處理」按鈕
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3. 等待處理完成後,可以下載包含所有結果的ZIP檔案
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## 🔧 安裝說明:
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如果遇到依賴問題,請安裝以下套件:
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```bash
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# Python 套件
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pip install gradio requests pdf2image pillow pytesseract pandas PyMuPDF
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# Ubuntu/Debian 系統
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sudo apt-get update
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sudo apt-get install -y tesseract-ocr tesseract-ocr-chi-tra poppler-utils
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# macOS 系統
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brew install tesseract tesseract-lang poppler
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# Windows 系統
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# 請下載安裝 Tesseract OCR 和 Poppler for Windows
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```
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""")
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# 添加依賴檢查按鈕
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with gr.Row():
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check_deps_btn = gr.Button("🔍 檢查系統依賴", variant="secondary")
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deps_status = gr.Textbox(
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label="依賴狀態",
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lines=3,
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interactive=False
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)
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with gr.Row():
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with gr.Column(scale=2):
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pdf_urls_input = gr.Textbox(
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)
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# 綁定處理函數
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def check_dependencies():
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processor_temp = PDFOCRProcessor()
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status_lines = processor_temp.processing_log[-4:] # 取最後4行日誌
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return '\n'.join(status_lines)
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check_deps_btn.click(
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fn=check_dependencies,
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outputs=[deps_status]
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)
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process_btn.click(
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fn=processor.process_multiple_pdfs,
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inputs=[pdf_urls_input],
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return app
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if __name__ == "__main__":
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# 檢查並安裝必要套件
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required_packages = [
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"gradio", "requests", "pdf2image", "pillow",
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"pytesseract", "pandas", "PyMuPDF"
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]
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print("📦 檢查 Python 套件...")
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missing_packages = []
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for package in required_packages:
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try:
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__import__(package.lower().replace('-', '_'))
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print(f"✅ {package}")
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except ImportError:
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print(f"❌ {package}")
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missing_packages.append(package)
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if missing_packages:
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print(f"\n⚠️ 缺少套件: {', '.join(missing_packages)}")
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print("請執行以下命令安裝:")
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print(f"pip install {' '.join(missing_packages)}")
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print("\n🚀 啟動 Gradio 應用...")
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app = create_interface()
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app.launch(
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server_name="0.0.0.0",
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