89 lines
2.9 KiB
Python
89 lines
2.9 KiB
Python
import gradio as gr
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def run_eval(inputs, native, other, outputs, api_url, api_token):
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result = (
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f"\n[Eval Started]\n"
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f"Inputs: {inputs}\n"
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f"API URL: {api_url}\n"
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f"API Token: {api_token}\n"
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f"Native Modules: {native}\n"
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f"Other Backends: {other}\n"
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f"Outputs: {outputs}\n"
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f"[Eval Finished]"
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)
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return result
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def enforce_input_exclusive_and_toggle_fields(selected):
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group1 = {"API Models", "Local Models"}
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group2 = {"Benchmarks", "Custom Datasets"}
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def keep_only_one(group):
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filtered = [item for item in selected if item in group]
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return filtered[-1:] # 只保留最后一个
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final_selection = set(selected)
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final_selection -= group1
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final_selection |= set(keep_only_one(group1))
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final_selection -= group2
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final_selection |= set(keep_only_one(group2))
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show_api_fields = "API Models" in final_selection
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return (
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gr.update(value=list(final_selection)),
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gr.update(visible=show_api_fields),
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gr.update(visible=show_api_fields)
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)
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with gr.Blocks(title="EvalScope 全功能界面") as demo:
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with gr.Group():
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with gr.Row():
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input_choices = gr.CheckboxGroup(
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label="选择输入源",
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choices=["API Models", "Local Models", "Benchmarks", "Custom Datasets"],
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interactive=True
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)
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with gr.Row(visible=False) as api_fields:
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api_url_input = gr.Textbox(label="API 地址", placeholder="https://api.example.com/v1/chat")
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api_token_input = gr.Textbox(label="Token 密钥", type="password", placeholder="sk-xxx")
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with gr.Row():
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with gr.Column():
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native_choices = gr.CheckboxGroup(
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label="启用本地模块",
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choices=["Model Adapter", "Data Adapter", "Evaluator", "Perf Monitor"]
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)
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with gr.Column():
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other_choices = gr.CheckboxGroup(
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label="启用外部后端",
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choices=["OpenCompass", "VLMEvalKit", "RAGAS", "MTEB/CMTEB"]
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)
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with gr.Row():
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output_choices = gr.CheckboxGroup(
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label="输出形式",
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choices=["Evaluation Report", "Gradio", "WandB", "Swanlab"]
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)
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run_button = gr.Button("Run Evaluation")
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output_text = gr.Textbox(label="执行结果", lines=10)
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# 绑定输入源选择的变化，控制互斥+是否显示API字段
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input_choices.change(
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fn=enforce_input_exclusive_and_toggle_fields,
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inputs=input_choices,
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outputs=[input_choices, api_url_input, api_token_input]
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)
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run_button.click(
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run_eval,
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inputs=[input_choices, native_choices, other_choices, output_choices, api_url_input, api_token_input],
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outputs=output_text
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)
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if __name__ == '__main__':
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demo.launch(server_name="0.0.0.0", server_port=7900)
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