[feat] support multi-page
Browse files
app.py
CHANGED
@@ -173,7 +173,7 @@ def cleanup_temp_file(file_path):
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except Exception as e:
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logger.warning(f"Failed to cleanup temp file {file_path}: {e}")
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-
def convert_to_image(file_path, target_size=896):
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"""将输入文件转换为图像格式,长边调整到指定尺寸"""
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if file_path is None:
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return None
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@@ -183,12 +183,15 @@ def convert_to_image(file_path, target_size=896):
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file_ext = os.path.splitext(file_path)[1].lower()
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if file_ext == '.pdf':
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# PDF
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logger.info(f"Converting PDF to image: {file_path}")
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doc = pymupdf.open(file_path)
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#
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-
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# 计算缩放比例,使长边为target_size
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rect = page.rect
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@@ -209,7 +212,7 @@ def convert_to_image(file_path, target_size=896):
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return tmp_file.name
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else:
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#
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logger.info(f"Resizing image: {file_path}")
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pil_image = Image.open(file_path).convert("RGB")
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@@ -236,15 +239,72 @@ def convert_to_image(file_path, target_size=896):
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logger.error(f"Error converting file to image: {e}")
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return file_path # 如果转换失败,返回原文件
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def to_pdf(file_path):
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"""为了兼容性保留的函数,现在调用convert_to_image"""
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return convert_to_image(file_path)
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@spaces.GPU(duration=120)
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def process_document(file_path):
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"""处理文档的主要函数 -
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if file_path is None:
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return "", "",
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start_time = time.time()
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original_file_path = file_path
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@@ -253,57 +313,85 @@ def process_document(file_path):
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if model is None:
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initialize_model()
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# 转换为图像(长边896像素)
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converted_file_path = convert_to_image(file_path, target_size=896)
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temp_file_created = converted_file_path != original_file_path
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try:
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-
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#
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-
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# 计算处理时间
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processing_time = time.time() - start_time
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-
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"
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-
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"status": "success",
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"processing_time": f"{processing_time:.2f}s",
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"total_elements": len(recognition_results)
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}
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"
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}
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logger.info(f"Document processed successfully in {processing_time:.2f}s")
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return
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except Exception as e:
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logger.error(f"Error processing document: {str(e)}")
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"original_file": original_file_path,
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"
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"error": str(e)
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}
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return f"# 处理错误\n\n处理文档时发生错误: {str(e)}", "", {}, error_info
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finally:
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# 清理临时文件
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if
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-
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def process_page(image_path):
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"""处理单页文档"""
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@@ -464,7 +552,6 @@ with gr.Blocks(css=custom_css, title="Dolphin Document Parser") as demo:
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with gr.Column(scale=1, elem_classes="preview-panel"):
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gr.HTML("文件预览/Preview")
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pdf_show = PDF(label="", interactive=False, visible=True, height=600)
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debug_output = gr.JSON(label="Debug Info", height=100)
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# 输出面板
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with gr.Column(scale=1, elem_classes="output-panel"):
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@@ -479,24 +566,60 @@ with gr.Blocks(css=custom_css, title="Dolphin Document Parser") as demo:
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)
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with gr.Tab("Markdown [Content]"):
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md_content = gr.TextArea(lines=30, show_copy_button=True)
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with gr.Tab("
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json_output = gr.JSON(label="", height=700)
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# 事件处理 - 预览文件
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def preview_file(file_path):
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"""
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if file_path is None:
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return None
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-
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return file_path
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else:
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with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as tmp_file:
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tmp_file.
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return tmp_file.name
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file.change(fn=preview_file, inputs=file, outputs=pdf_show)
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@@ -504,27 +627,27 @@ with gr.Blocks(css=custom_css, title="Dolphin Document Parser") as demo:
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def process_with_status(file_path):
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"""处理文档并更新状态"""
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if file_path is None:
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return "", "",
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# 执行文档处理
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md_render_result, md_content_result, json_result
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return md_render_result, md_content_result, json_result
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submit_btn.click(
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fn=process_with_status,
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inputs=[file],
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outputs=[md_render, md_content, json_output
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)
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# 清空所有内容
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def reset_all():
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return None, None, "", "",
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clear_btn.click(
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fn=reset_all,
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inputs=[],
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outputs=[file, pdf_show, md_render, md_content, json_output
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)
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# 启动应用
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except Exception as e:
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logger.warning(f"Failed to cleanup temp file {file_path}: {e}")
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+
def convert_to_image(file_path, target_size=896, page_num=0):
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"""将输入文件转换为图像格式,长边调整到指定尺寸"""
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if file_path is None:
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return None
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file_ext = os.path.splitext(file_path)[1].lower()
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if file_ext == '.pdf':
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# PDF文件:转换指定页面为图像
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logger.info(f"Converting PDF page {page_num} to image: {file_path}")
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doc = pymupdf.open(file_path)
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# 检查页面数量
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if page_num >= len(doc):
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page_num = 0 # 如果页面超出范围,使用第一页
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page = doc[page_num]
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# 计算缩放比例,使长边为target_size
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rect = page.rect
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return tmp_file.name
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else:
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# 图像文件:调整尺寸(忽略page_num参数)
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logger.info(f"Resizing image: {file_path}")
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pil_image = Image.open(file_path).convert("RGB")
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logger.error(f"Error converting file to image: {e}")
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return file_path # 如果转换失败,返回原文件
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+
def get_pdf_page_count(file_path):
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"""获取PDF文件的页数"""
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try:
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if file_path and file_path.lower().endswith('.pdf'):
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doc = pymupdf.open(file_path)
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page_count = len(doc)
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doc.close()
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return page_count
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else:
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return 1 # 非PDF文件视为单页
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except Exception as e:
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logger.error(f"Error getting PDF page count: {e}")
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return 1
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def convert_all_pdf_pages_to_images(file_path, target_size=896):
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"""将PDF的所有页面转换为图像列表"""
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if file_path is None:
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return []
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try:
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file_ext = os.path.splitext(file_path)[1].lower()
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if file_ext == '.pdf':
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doc = pymupdf.open(file_path)
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image_paths = []
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for page_num in range(len(doc)):
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page = doc[page_num]
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+
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# 计算缩放比例
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rect = page.rect
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scale = target_size / max(rect.width, rect.height)
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+
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# 渲染页面为图像
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mat = pymupdf.Matrix(scale, scale)
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pix = page.get_pixmap(matrix=mat)
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+
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# 转换为PIL图像
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img_data = pix.tobytes("png")
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pil_image = Image.open(io.BytesIO(img_data))
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# 保存为临时文件
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with tempfile.NamedTemporaryFile(suffix=f"_page_{page_num}.png", delete=False) as tmp_file:
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pil_image.save(tmp_file.name, "PNG")
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image_paths.append(tmp_file.name)
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doc.close()
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return image_paths
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else:
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# 非PDF文件,返回调整后的单个图像
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converted_path = convert_to_image(file_path, target_size)
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return [converted_path] if converted_path else []
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except Exception as e:
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logger.error(f"Error converting PDF pages to images: {e}")
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return []
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+
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def to_pdf(file_path):
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"""为了兼容性保留的函数,现在调用convert_to_image"""
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return convert_to_image(file_path)
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@spaces.GPU(duration=120)
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def process_document(file_path):
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+
"""处理文档的主要函数 - 支持多页PDF处理"""
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if file_path is None:
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return "", "", []
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start_time = time.time()
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original_file_path = file_path
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if model is None:
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initialize_model()
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try:
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# 获取页数
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page_count = get_pdf_page_count(file_path)
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logger.info(f"Document has {page_count} page(s)")
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# 将所有页面转换为图像
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image_paths = convert_all_pdf_pages_to_images(file_path)
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if not image_paths:
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raise Exception("Failed to convert document to images")
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# 记录需要清理的临时文件
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temp_files_created = []
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file_ext = os.path.splitext(file_path)[1].lower()
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if file_ext == '.pdf':
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temp_files_created.extend(image_paths)
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elif len(image_paths) == 1 and image_paths[0] != original_file_path:
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temp_files_created.append(image_paths[0])
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all_results = []
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md_contents = []
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# 逐页处理
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for page_idx, image_path in enumerate(image_paths):
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logger.info(f"Processing page {page_idx + 1}/{len(image_paths)}")
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# 处理当前页面
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recognition_results = process_page(image_path)
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# 生成当前页的markdown内容
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page_md_content = generate_markdown(recognition_results)
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md_contents.append(page_md_content)
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# 保存当前页的处理数据
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page_data = {
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"page": page_idx + 1,
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"elements": recognition_results,
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"total_elements": len(recognition_results)
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}
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all_results.append(page_data)
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# 计算处理时间
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processing_time = time.time() - start_time
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# 合并所有页面的markdown内容
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if len(md_contents) > 1:
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final_md_content = "\n\n---\n\n".join(md_contents)
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else:
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final_md_content = md_contents[0] if md_contents else ""
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# 在结果数组最后添加总体信息
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summary_data = {
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"summary": True,
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"total_pages": len(image_paths),
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"total_elements": sum(len(page["elements"]) for page in all_results),
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"processing_time": f"{processing_time:.2f}s",
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"timestamp": time.strftime("%Y-%m-%d %H:%M:%S")
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}
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all_results.append(summary_data)
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logger.info(f"Document processed successfully in {processing_time:.2f}s - {len(image_paths)} page(s)")
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return final_md_content, final_md_content, all_results
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except Exception as e:
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logger.error(f"Error processing document: {str(e)}")
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error_data = [{
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"error": True,
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"message": str(e),
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"original_file": original_file_path,
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"timestamp": time.strftime("%Y-%m-%d %H:%M:%S")
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}]
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return f"# 处理错误\n\n处理文档时发生错误: {str(e)}", "", error_data
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finally:
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# 清理临时文件
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if 'temp_files_created' in locals():
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for temp_file in temp_files_created:
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if temp_file and os.path.exists(temp_file):
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cleanup_temp_file(temp_file)
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def process_page(image_path):
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"""处理单页文档"""
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with gr.Column(scale=1, elem_classes="preview-panel"):
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gr.HTML("文件预览/Preview")
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pdf_show = PDF(label="", interactive=False, visible=True, height=600)
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# 输出面板
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with gr.Column(scale=1, elem_classes="output-panel"):
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)
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with gr.Tab("Markdown [Content]"):
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md_content = gr.TextArea(lines=30, show_copy_button=True)
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with gr.Tab("Json [Content]"):
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json_output = gr.JSON(label="", height=700)
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# 事件处理 - 预览文件
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def preview_file(file_path):
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"""预览上传的文件,对图像先调整尺寸再转换为PDF格式"""
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if file_path is None:
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return None
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try:
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file_ext = os.path.splitext(file_path)[1].lower()
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if file_ext == '.pdf':
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# PDF文件直接返回
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return file_path
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else:
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# 图像文件:先调整尺寸再转换为PDF
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logger.info(f"Resizing image for preview: {file_path}")
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# 使用PIL打开图像并调整尺寸
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pil_image = Image.open(file_path).convert("RGB")
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w, h = pil_image.size
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+
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# 如果图像很大,调整到合适预览尺寸(长边最大896像素)
|
593 |
+
max_preview_size = 896
|
594 |
+
if max(w, h) > max_preview_size:
|
595 |
+
if w > h:
|
596 |
+
new_w, new_h = max_preview_size, int(h * max_preview_size / w)
|
597 |
+
else:
|
598 |
+
new_w, new_h = int(w * max_preview_size / h), max_preview_size
|
599 |
+
|
600 |
+
pil_image = pil_image.resize((new_w, new_h), Image.Resampling.LANCZOS)
|
601 |
+
logger.info(f"Resized from {w}x{h} to {new_w}x{new_h} for preview")
|
602 |
+
|
603 |
+
# 将调整后的图像转换为PDF
|
604 |
with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as tmp_file:
|
605 |
+
pil_image.save(tmp_file.name, "PDF")
|
606 |
return tmp_file.name
|
607 |
+
|
608 |
+
except Exception as e:
|
609 |
+
logger.error(f"Error creating preview: {e}")
|
610 |
+
# 出错时使用原来的方法
|
611 |
+
try:
|
612 |
+
with pymupdf.open(file_path) as f:
|
613 |
+
if f.is_pdf:
|
614 |
+
return file_path
|
615 |
+
else:
|
616 |
+
pdf_bytes = f.convert_to_pdf()
|
617 |
+
with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as tmp_file:
|
618 |
+
tmp_file.write(pdf_bytes)
|
619 |
+
return tmp_file.name
|
620 |
+
except Exception as e2:
|
621 |
+
logger.error(f"Fallback preview method also failed: {e2}")
|
622 |
+
return None
|
623 |
|
624 |
file.change(fn=preview_file, inputs=file, outputs=pdf_show)
|
625 |
|
|
|
627 |
def process_with_status(file_path):
|
628 |
"""处理文档并更新状态"""
|
629 |
if file_path is None:
|
630 |
+
return "", "", []
|
631 |
|
632 |
# 执行文档处理
|
633 |
+
md_render_result, md_content_result, json_result = process_document(file_path)
|
634 |
|
635 |
+
return md_render_result, md_content_result, json_result
|
636 |
|
637 |
submit_btn.click(
|
638 |
fn=process_with_status,
|
639 |
inputs=[file],
|
640 |
+
outputs=[md_render, md_content, json_output],
|
641 |
)
|
642 |
|
643 |
# 清空所有内容
|
644 |
def reset_all():
|
645 |
+
return None, None, "", "", []
|
646 |
|
647 |
clear_btn.click(
|
648 |
fn=reset_all,
|
649 |
inputs=[],
|
650 |
+
outputs=[file, pdf_show, md_render, md_content, json_output]
|
651 |
)
|
652 |
|
653 |
# 启动应用
|