Create app.py
Browse files
app.py
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import gradio as gr
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import numpy as np
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import matplotlib.pyplot as plt
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# ---- 生成固着(Entrenchment)曲线 ----
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def generate_entrenchment_curve():
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x = np.linspace(0, 10, 200)
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y = 1 / (1 + np.exp(-1.2*(x-5)))
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fig, ax = plt.subplots(figsize=(4.5, 3.2))
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ax.plot(x, y, linewidth=2)
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ax.set_title("Entrenchment Curve (Individual Level)")
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ax.set_xlabel("Usage Frequency")
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ax.set_ylabel("Cognitive Strength")
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fig.tight_layout()
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return fig
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# ---- 生成常规化(Conventionalization)曲线 ----
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def generate_conventionalization_curve():
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x = np.linspace(0, 10, 200)
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y = 1 / (1 + np.exp(-0.9*(x-4)))
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fig, ax = plt.subplots(figsize=(4.5, 3.2))
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ax.plot(x, y, linewidth=2, color="#ff8c42")
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ax.set_title("Conventionalization Curve (Community Level)")
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ax.set_xlabel("Time / Spread")
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ax.set_ylabel("Community Adoption")
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fig.tight_layout()
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return fig
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# ---- 主功能:根据用户表达生成解释和图 ----
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def analyze_ec(expression):
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if not expression.strip():
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return "请输入一个表达。", None, None, ""
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entrenchment_text = (
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f"### Entrenchment(固着 — 个体层面)\n"
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f"表达 **「{expression}」** 在个体语言使用中通过反复出现,会在大脑中逐渐固着:\n"
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f"- 激活更快\n"
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f"- 使用更顺\n"
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f"- 成为默认表达选择\n"
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)
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conventionalization_text = (
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f"### Conventionalization(常规化 — 社群层面)\n"
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f"当越来越多的人使用 **「{expression}」** 时,它会:\n"
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f"- 形成稳定的社群惯例\n"
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f"- 被理解、共享、模仿\n"
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f"- 成为一种“约定俗成”的表达\n"
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)
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ec_text = (
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f"### E&C 综合分析\n"
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f"根据 Schmid 的模型,表达 **「{expression}」** 的固着(E)与常规化(C)会相互强化,"
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f"产生典型的 **E → C → E 循环**,最终促使语言形式在系统中稳定下来。"
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)
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fig_e = generate_entrenchment_curve()
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fig_c = generate_conventionalization_curve()
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return entrenchment_text + "\n\n" + conventionalization_text, fig_e, fig_c, ec_text
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# ---- 前端 UI(升级美化版) ----
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with gr.Blocks(
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theme=gr.themes.Soft(
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primary_hue="indigo",
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secondary_hue="blue",
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neutral_hue="gray",
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radius_size="md",
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text_size="lg",
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),
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css="""
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.gradio-container {background: linear-gradient(135deg, #eef2ff, #e0f2fe);}
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.card {
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background: rgba(255, 255, 255, 0.73);
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padding: 18px;
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border-radius: 12px;
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box-shadow: 0 4px 12px rgba(0,0,0,0.05);
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margin-bottom: 12px;
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}
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"""
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) as demo:
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gr.Markdown(
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"""
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<div style='text-align:center; margin-bottom: 20px;'>
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<h1 style='color:#334155;'>🧠 Entrenchment & Conventionalization Model</h1>
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<h3 style='color:#475569;'>语言固着(E) × 社群常规化(C)的动态可视化平台</h3>
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</div>
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"""
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)
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with gr.Row():
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with gr.Column(scale=1):
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with gr.Box(elem_classes="card"):
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expression = gr.Textbox(
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label="输入一个表达",
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placeholder="如:kind of / 内卷 / OMG / 摆烂",
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)
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btn = gr.Button("生成 E&C 分析", variant="primary")
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with gr.Column(scale=2):
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with gr.Box(elem_classes="card"):
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output_text = gr.Markdown("等待输入表达…")
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with gr.Row():
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with gr.Column():
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with gr.Box(elem_classes="card"):
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fig1 = gr.Plot(label="Entrenchment Curve")
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with gr.Column():
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with gr.Box(elem_classes="card"):
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fig2 = gr.Plot(label="Conventionalization Curve")
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with gr.Box(elem_classes="card"):
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ec_summary = gr.Markdown("")
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btn.click(analyze_ec, inputs=[expression],
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outputs=[output_text, fig1, fig2, ec_summary])
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demo.launch()
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