app.py
CHANGED
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"""
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图表问答数据集审核系统 - Gradio 5.x
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"""
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import gradio as gr
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from data_manager import
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from typing import Dict, List, Optional, Tuple, Any
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import json
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import os
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import base64
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# ============== 全局状态 ==============
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class AppState:
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def __init__(self):
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self.current_source
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self.current_chart_type
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self.current_chart_id
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self.current_model
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self.all_paths
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self.current_index
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self.refresh_paths()
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def refresh_paths(self):
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self.all_paths = data_manager.get_all_chart_paths()
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def
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if 0 <= self.current_index < len(self.all_paths):
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return self.all_paths[self.current_index]
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return None
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def set_position(self, source: str, chart_type: str, chart_id: str, model: str):
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self.current_source = source
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self.current_chart_type = chart_type
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self.current_chart_id = chart_id
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self.current_model = model
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for i, path in enumerate(self.all_paths):
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if (path['source'] == source and
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path['
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path['chart_id'] == chart_id and
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path['model'] == model):
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self.current_index = i
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break
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def navigate(self, direction
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new_index = self.current_index + direction
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if 0 <= new_index < len(self.all_paths):
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self.current_index = new_index
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path = self.all_paths[new_index]
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self.current_chart_id = path['chart_id']
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self.current_model = path['model']
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return True
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return False
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state = AppState()
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# ==============
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structure = data_manager.get_dataset_structure()
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return gr.
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def
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state.current_source = source
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state.current_chart_type = chart_type
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charts = data_manager.get_chart_list(source, chart_type)
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structure = data_manager.get_dataset_structure()
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models = ct_data.get('models', [])
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return (
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gr.
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gr.
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)
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def
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if not html_content:
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return f'<div style="display:flex;min-height:750px;align-items:center;justify-content:center;background:#fafafa;border:2px dashed #ddd;">暂无图表内��� (ID: {chart_id})</div>'
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html_base64 = base64.b64encode(html_content.encode('utf-8')).decode('utf-8')
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return f'<iframe src="data:text/html;base64,{html_base64}" style="width:100%;height:750px;border:1px solid #e0e0e0;background:#fff;" sandbox="allow-scripts allow-same-origin"></iframe>'
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def load_chart_data(source: str, chart_type: str, chart_id: str, model: str):
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if not all([source, chart_type, chart_id, model]):
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return [
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state.set_position(source, chart_type, chart_id, model)
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chart_data = data_manager.get_chart_data(source, chart_type, chart_id)
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html_content = chart_data.get('html_content', '')
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label_info = chart_data.get('label_info', {})
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embedded_html = create_embedded_html(html_content, chart_id)
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label_text = f"| 属性 | 值 |\n|---|---|\n" + "\n".join([f"| **{k}** | {v} |" for k, v in label_info.items()])
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qa_list = data_manager.get_qa_list(source, chart_type, model, chart_id)
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stats = data_manager.get_review_stats()
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return [
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json.dumps(
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gr.Radio(choices=qa_choices, value=qa_choices[0] if qa_choices else None),
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f"Path: {source}/{chart_type}/{chart_id}"
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]
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output_path = data_manager.export_reviews("./reviews_export.json")
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return gr.update(value=output_path, visible=True)
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# ============== 创建 Gradio 界面 ==============
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def create_ui():
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qa_data_json = gr.State(value="[]")
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current_reviews_json = gr.State(value="{}")
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gr.Markdown("# 📊 图表问答数据集审核
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# 顶部导航
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with gr.Row():
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with gr.Row():
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prev_btn = gr.Button("⬅️ 上一个")
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next_btn = gr.Button("➡️ 下一个")
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export_btn = gr.Button("📦 导出记录", variant="secondary")
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download_file = gr.File(label="下载导出的 JSON", visible=False)
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# 主体:左右排版
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with gr.Row():
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with gr.Column(scale=6): # 左侧图表
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html_display = gr.HTML(elem_classes=["chart-container"])
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debug_info = gr.Markdown()
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with gr.Column(scale=
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orig_q = gr.Textbox(label="原始问题", interactive=False, lines=2)
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orig_a = gr.Textbox(label="原始答案", interactive=False)
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gr.Markdown("
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comment = gr.Textbox(label="备注")
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app.load(fn=init_dataset, outputs=[source_drop])
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source_drop.change(fn=update_chart_type_dropdown, inputs=[source_drop], outputs=[type_drop])
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type_drop.change(fn=update_chart_dropdown, inputs=[source_drop, type_drop], outputs=[id_drop, model_drop])
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load_args = dict(fn=load_chart_data, inputs=[source_drop, type_drop, id_drop, model_drop], outputs=[html_display, label_display, qa_data_json, status_text, progress_text, current_reviews_json, qa_selector, debug_info])
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id_drop.change(**load_args)
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model_drop.change(**load_args)
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revs = json.loads(rev_json)
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idx = int(sel.split(":")[0][1:]) - 1
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r = revs.get(
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return [
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qa_selector.change(fn=on_qa_select, inputs=[qa_selector, qa_data_json, current_reviews_json], outputs=[current_qa_id, orig_q, orig_a, status_radio, issue_type, mod_q, mod_a, comment])
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# 导航
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save_btn.click(
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outputs=[
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)
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export_btn.click(fn=export_reviews_handler, outputs=[download_file])
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return app #
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if __name__ == "__main__":
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"""
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图表问答数据集审核系统 - Gradio 5.x 稳定版
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"""
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import gradio as gr
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from data_manager import data_manager # 假设你已经实例化了 data_manager
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import json
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import base64
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from typing import Dict, List, Optional
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# ============== 全局状态管理 ==============
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class AppState:
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def __init__(self):
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self.current_source = ""
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self.current_chart_type = ""
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self.current_chart_id = ""
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self.current_model = ""
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self.all_paths = []
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self.current_index = -1
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self.refresh_paths()
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def refresh_paths(self):
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self.all_paths = data_manager.get_all_chart_paths()
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def set_position(self, source, chart_type, chart_id, model):
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self.current_source = source
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self.current_chart_type = chart_type
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self.current_chart_id = chart_id
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self.current_model = model
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for i, path in enumerate(self.all_paths):
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if (path['source'] == source and path['chart_type'] == chart_type and
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path['chart_id'] == chart_id and path['model'] == model):
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self.current_index = i
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break
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def navigate(self, direction):
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new_index = self.current_index + direction
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if 0 <= new_index < len(self.all_paths):
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self.current_index = new_index
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path = self.all_paths[new_index]
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return path['source'], path['chart_type'], path['chart_id'], path['model']
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return None
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state = AppState()
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# ============== 辅助逻辑 ==============
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def create_embedded_html(html_content: str) -> str:
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if not html_content:
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return '<div style="height:600px;display:flex;align-items:center;justify-content:center;background:#eee;">请选择图表进行加载</div>'
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# 使用 Base64 嵌入以避免跨域和字符编码问题
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html_base64 = base64.b64encode(html_content.encode('utf-8')).decode('utf-8')
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return f'<iframe src="data:text/html;base64,{html_base64}" style="width:100%;height:700px;border:none;background:white;"></iframe>'
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# ============== UI 事件处理 ==============
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def on_source_change(source):
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structure = data_manager.get_dataset_structure()
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types = list(structure.get('sources', {}).get(source, {}).get('chart_types', {}).keys())
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return gr.update(choices=types, value=types[0] if types else None)
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def on_type_change(source, chart_type):
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charts = data_manager.get_chart_list(source, chart_type)
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structure = data_manager.get_dataset_structure()
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models = structure.get('sources', {}).get(source, {}).get('chart_types', {}).get(chart_type, {}).get('models', [])
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return (
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gr.update(choices=charts, value=charts[0] if charts else None),
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gr.update(choices=models, value=models[0] if models else None)
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)
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def load_data(source, chart_type, chart_id, model):
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if not all([source, chart_type, chart_id, model]):
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return ["", "", "[]", "等待选择...", "0/0", "{}", gr.update(choices=[]), "未选择"]
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state.set_position(source, chart_type, chart_id, model)
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chart_data = data_manager.get_chart_data(source, chart_type, chart_id)
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qa_list = data_manager.get_qa_list(source, chart_type, model, chart_id)
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reviews = {r['qa_id']: r for r in data_manager.get_reviews_by_chart(chart_id, model)}
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stats = data_manager.get_review_stats()
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# 构造返回值
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html_frame = create_embedded_html(chart_data.get('html_content', ''))
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label_md = "\n".join([f"- **{k}**: {v}" for k, v in chart_data.get('label_info', {}).items()])
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qa_json = json.dumps([{"id": q.id, "question": q.question, "answer": q.answer} for q in qa_list])
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stats_msg = f"✅{stats['correct']} | ❌{stats['incorrect']} | 总{stats['total']}"
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progress_msg = f"{state.current_index + 1} / {len(state.all_paths)}"
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qa_choices = [f"Q{i+1}: {q.question[:30]}..." for i, q in enumerate(qa_list)]
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return [
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html_frame, label_md, qa_json, stats_msg, progress_msg,
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json.dumps(reviews), gr.update(choices=qa_choices, value=qa_choices[0] if qa_choices else None),
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f"{source}/{chart_type}/{chart_id}"
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]
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# ============== 界面构建 ==============
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def create_ui():
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with gr.Blocks(title="图表 QA 审核系统", theme=gr.themes.Default()) as app:
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# 隐藏状态存储
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qa_store = gr.State("[]")
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review_store = gr.State("{}")
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gr.Markdown("# 📊 图表问答数据集审核")
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with gr.Row():
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with gr.Column(scale=3):
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with gr.Row():
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source_drop = gr.Dropdown(label="数据源", choices=[], allow_custom_value=True)
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type_drop = gr.Dropdown(label="类型", choices=[], allow_custom_value=True)
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id_drop = gr.Dropdown(label="图表 ID", choices=[], allow_custom_value=True)
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model_drop = gr.Dropdown(label="模型", choices=[], allow_custom_value=True)
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html_view = gr.HTML()
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path_display = gr.Text(label="当前路径", interactive=False)
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with gr.Column(scale=1):
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stats_view = gr.Textbox(label="审核统计", interactive=False)
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progress_view = gr.Textbox(label="总进度", interactive=False)
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with gr.Accordion("图表元数据", open=False):
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meta_view = gr.Markdown()
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gr.Markdown("### 审核区")
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qa_select = gr.Radio(label="选择题目", choices=[])
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curr_qa_id = gr.Text(visible=False)
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q_text = gr.Textbox(label="问题", interactive=False, lines=2)
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| 127 |
+
a_text = gr.Textbox(label="答案", interactive=False)
|
| 128 |
+
|
| 129 |
+
status_radio = gr.Radio(
|
| 130 |
+
label="判定",
|
| 131 |
+
choices=[("正确", "correct"), ("错误", "incorrect"), ("改后通过", "modified")],
|
| 132 |
+
value="correct"
|
| 133 |
+
)
|
| 134 |
+
issue_type = gr.Dropdown(label="错误类型", choices=["无", "答案错误", "问题模糊", "图表读取失败"])
|
| 135 |
+
mod_q = gr.Textbox(label="修改问题(选填)")
|
| 136 |
+
mod_a = gr.Textbox(label="修改答案(选填)")
|
| 137 |
comment = gr.Textbox(label="备注")
|
| 138 |
+
|
| 139 |
+
save_btn = gr.Button("💾 保存审核", variant="primary")
|
| 140 |
+
with gr.Row():
|
| 141 |
+
prev_btn = gr.Button("⬅️ 上一个")
|
| 142 |
+
next_btn = gr.Button("➡️ 下一个")
|
| 143 |
+
|
| 144 |
+
export_btn = gr.Button("📦 导出 JSON")
|
| 145 |
+
download_file = gr.File(label="下载地址", visible=False)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 146 |
|
| 147 |
+
# --- 交互绑定 ---
|
| 148 |
+
|
| 149 |
+
# 初始化
|
| 150 |
+
def init_ui():
|
| 151 |
+
structure = data_manager.get_dataset_structure()
|
| 152 |
+
sources = list(structure.get('sources', {}).keys())
|
| 153 |
+
return gr.update(choices=sources, value=sources[0] if sources else None)
|
| 154 |
+
|
| 155 |
+
app.load(init_ui, outputs=[source_drop])
|
| 156 |
+
|
| 157 |
+
# 联动逻辑
|
| 158 |
+
source_drop.change(on_source_change, inputs=[source_drop], outputs=[type_drop])
|
| 159 |
+
type_drop.change(on_type_change, inputs=[source_drop, type_drop], outputs=[id_drop, model_drop])
|
| 160 |
+
|
| 161 |
+
# 加载数据
|
| 162 |
+
load_inputs = [source_drop, type_drop, id_drop, model_drop]
|
| 163 |
+
load_outputs = [html_view, meta_view, qa_store, stats_view, progress_view, review_store, qa_select, path_display]
|
| 164 |
+
id_drop.change(load_data, inputs=load_inputs, outputs=load_outputs)
|
| 165 |
+
model_drop.change(load_data, inputs=load_inputs, outputs=load_outputs)
|
| 166 |
+
|
| 167 |
+
# 题目切换
|
| 168 |
+
def switch_qa(sel, qa_json, rev_json):
|
| 169 |
+
if not sel or qa_json == "[]": return [""] * 8
|
| 170 |
+
qas = json.loads(qa_json)
|
| 171 |
revs = json.loads(rev_json)
|
| 172 |
idx = int(sel.split(":")[0][1:]) - 1
|
| 173 |
+
curr = qas[idx]
|
| 174 |
+
r = revs.get(curr['id'], {})
|
| 175 |
+
return [
|
| 176 |
+
curr['id'], curr['question'], curr['answer'],
|
| 177 |
+
r.get('status', 'correct'), r.get('issue_type', '无'),
|
| 178 |
+
r.get('modified_question', ''), r.get('modified_answer', ''),
|
| 179 |
+
r.get('comment', '')
|
| 180 |
+
]
|
| 181 |
+
|
| 182 |
+
qa_select.change(
|
| 183 |
+
switch_qa,
|
| 184 |
+
inputs=[qa_select, qa_store, review_store],
|
| 185 |
+
outputs=[curr_qa_id, q_text, a_text, status_radio, issue_type, mod_q, mod_a, comment]
|
| 186 |
+
)
|
| 187 |
|
|
|
|
|
|
|
| 188 |
# 导航
|
| 189 |
+
def nav(direction):
|
| 190 |
+
res = state.navigate(direction)
|
| 191 |
+
if res:
|
| 192 |
+
return [gr.update(value=v) for v in res]
|
| 193 |
+
return [gr.update() for _ in range(4)]
|
| 194 |
+
|
| 195 |
+
prev_btn.click(lambda: nav(-1), outputs=load_inputs)
|
| 196 |
+
next_btn.click(lambda: nav(1), outputs=load_inputs)
|
| 197 |
+
|
| 198 |
+
# 保存
|
| 199 |
+
def save_handler(q_id, c_id, src, tp, mdl, o_q, o_a, stat, m_q, m_a, it, cmt):
|
| 200 |
+
data_manager.save_review({
|
| 201 |
+
"qa_id": q_id, "chart_id": c_id, "source": src, "chart_type": tp, "model": mdl,
|
| 202 |
+
"original_question": o_q, "original_answer": o_a, "status": stat,
|
| 203 |
+
"modified_question": m_q, "modified_answer": m_a, "issue_type": it, "comment": cmt
|
| 204 |
+
})
|
| 205 |
+
return "已保存"
|
| 206 |
|
| 207 |
save_btn.click(
|
| 208 |
+
save_handler,
|
| 209 |
+
inputs=[curr_qa_id, id_drop, source_drop, type_drop, model_drop, q_text, a_text, status_radio, mod_q, mod_a, issue_type, comment],
|
| 210 |
+
outputs=[gr.Textbox(visible=False)] # 仅触发
|
| 211 |
+
)
|
| 212 |
+
|
| 213 |
+
export_btn.click(
|
| 214 |
+
fn=lambda: gr.update(value=data_manager.export_reviews(), visible=True),
|
| 215 |
+
outputs=[download_file]
|
| 216 |
+
)
|
|
|
|
|
|
|
| 217 |
|
| 218 |
+
return app # 必须要 return app
|
| 219 |
|
| 220 |
if __name__ == "__main__":
|
| 221 |
+
demo = create_ui()
|
| 222 |
+
# show_api=False 是解决那个 TypeError 的关键
|
| 223 |
+
demo.launch(server_name="0.0.0.0", server_port=7860, show_api=False)
|