Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -49,7 +49,7 @@ class RemoteDatasetLoader:
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if result.returncode == 0 and '264' in result.stdout:
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return True
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except Exception as e:
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print(f"ffprobe
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return False
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def _download_video(self, video_url: str, save_path: str) -> str:
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@@ -91,7 +91,7 @@ class RemoteDatasetLoader:
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local_path = os.path.join(download_dir, video_filename)
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# 优先加载本地有效mp4
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if self._is_valid_mp4(local_path):
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print(f"
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video_paths.append(local_path)
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continue
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try:
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@@ -203,21 +203,135 @@ server = app.server
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# ------------------ 页面布局 ------------------
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app.layout = html.Div([
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-
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html.Div([
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html.
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dcc.Loading(
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id="loading",
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type="
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children=dcc.Store(id="store-data")
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),
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-
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# ------------------ 数据加载回调 ------------------
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@app.callback(
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@@ -243,7 +357,7 @@ def load_data_callback(n_clicks, repo_id, episode_id):
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"timestamps": data_df["timestamp"].tolist()
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}
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except Exception as e:
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print(f"
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return {}
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# ------------------ 主内容渲染回调 ------------------
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@@ -253,17 +367,65 @@ def load_data_callback(n_clicks, repo_id, episode_id):
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)
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def update_main_content(data):
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if not data or "data_df" not in data or len(data["data_df"]) == 0:
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return html.Div(
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columns = data["columns"]
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rows = []
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for i, joint in enumerate(columns):
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rows.append(html.Div([
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-
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html.Div([
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html.Img(id=f"video1-{i}", style={
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return html.Div(rows)
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# ------------------ 阴影与高亮工具函数 ------------------
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@@ -350,8 +512,8 @@ def generate_joint_graph(joint_name, idx, action_df, delta_t, time_for_plot, all
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shadow['end_time'] == h_shadow['end_time']):
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is_highlighted = True
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break
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color = "
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opacity = 0.
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shapes.append({
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"type": "rect",
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"xref": "x",
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@@ -369,19 +531,38 @@ def generate_joint_graph(joint_name, idx, action_df, delta_t, time_for_plot, all
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go.Scatter(
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x=time_for_plot,
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y=smoothed_angle,
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name="Angle",
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line=dict(color='
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)
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],
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"layout": go.Layout(
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title=
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-
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shapes=shapes,
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hovermode="x unified",
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height=
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margin=dict(t=30, b=30, l=50, r=
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showlegend=False,
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)
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}
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@@ -493,7 +674,7 @@ for i in range(6):
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else:
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return no_update, no_update
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except Exception as e:
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print(f"update_video_frames
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return no_update, no_update
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# ------------------ 启动应用 ------------------
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if result.returncode == 0 and '264' in result.stdout:
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return True
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except Exception as e:
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print(f"ffprobe video check failed: {e}")
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return False
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def _download_video(self, video_url: str, save_path: str) -> str:
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local_path = os.path.join(download_dir, video_filename)
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# 优先加载本地有效mp4
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if self._is_valid_mp4(local_path):
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print(f"Local valid video found: {local_path}")
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video_paths.append(local_path)
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continue
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try:
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# ------------------ 页面布局 ------------------
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app.layout = html.Div([
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# Header with gradient background
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html.Div([
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html.H1("Robot Data Visualization",
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style={
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"textAlign": "center",
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"marginBottom": "10px",
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"color": "white",
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"fontSize": "2.5rem",
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"fontWeight": "300",
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"textShadow": "2px 2px 4px rgba(0,0,0,0.3)"
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}),
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html.P("Interactive Joint Analysis with Video Synchronization",
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style={
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"textAlign": "center",
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"color": "rgba(255,255,255,0.9)",
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"fontSize": "1.1rem",
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"marginBottom": "0"
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})
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], style={
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"background": "linear-gradient(135deg, #667eea 0%, #764ba2 100%)",
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"padding": "30px 20px",
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"marginBottom": "30px",
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"borderRadius": "0 0 15px 15px",
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"boxShadow": "0 4px 20px rgba(0,0,0,0.1)"
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}),
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# Control Panel
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html.Div([
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html.Div([
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html.Label("Repository ID:",
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style={
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"fontWeight": "600",
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"color": "#333",
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"marginRight": "10px",
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"fontSize": "1rem"
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}),
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dcc.Input(
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id="input-repo-id",
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type="text",
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value="zijian2022/sortingtest",
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style={
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"width": "350px",
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"padding": "12px 15px",
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"border": "2px solid #e1e5e9",
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"borderRadius": "8px",
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"fontSize": "14px",
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"transition": "border-color 0.3s ease",
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"outline": "none"
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},
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placeholder="Enter HuggingFace dataset repository ID"
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),
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], style={"marginBottom": "15px"}),
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html.Div([
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html.Label("Episode ID:",
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style={
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"fontWeight": "600",
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"color": "#333",
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"marginRight": "10px",
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"fontSize": "1rem"
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}),
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dcc.Input(
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id="input-episode-id",
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type="number",
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value=0,
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min=0,
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style={
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"width": "120px",
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"padding": "12px 15px",
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"border": "2px solid #e1e5e9",
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"borderRadius": "8px",
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"fontSize": "14px",
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"transition": "border-color 0.3s ease",
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"outline": "none"
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}
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),
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html.Button(
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"Load Data",
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id="btn-load",
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n_clicks=0,
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style={
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"marginLeft": "20px",
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"padding": "12px 25px",
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"backgroundColor": "#667eea",
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"color": "white",
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"border": "none",
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"borderRadius": "8px",
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"fontSize": "14px",
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"fontWeight": "600",
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"cursor": "pointer",
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"transition": "all 0.3s ease",
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"boxShadow": "0 2px 10px rgba(102, 126, 234, 0.3)"
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}
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),
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]),
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], style={
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"textAlign": "center",
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"marginBottom": "40px",
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"padding": "25px",
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"backgroundColor": "white",
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"borderRadius": "12px",
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"boxShadow": "0 4px 20px rgba(0,0,0,0.08)",
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"border": "1px solid #f0f0f0"
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}),
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# Loading and Data Store
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dcc.Loading(
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id="loading",
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type="circle",
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style={"margin": "20px auto"},
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children=dcc.Store(id="store-data")
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),
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# Main Content Area
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html.Div(
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id="main-content",
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style={
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"backgroundColor": "#f8f9fa",
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"minHeight": "400px",
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"borderRadius": "12px",
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"padding": "20px"
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}
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)
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], style={
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"fontFamily": "'Segoe UI', Tahoma, Geneva, Verdana, sans-serif",
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"backgroundColor": "#f5f7fa",
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"minHeight": "100vh",
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"padding": "0"
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})
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# ------------------ 数据加载回调 ------------------
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@app.callback(
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"timestamps": data_df["timestamp"].tolist()
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}
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except Exception as e:
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print(f"Data loading error: {e}")
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return {}
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# ------------------ 主内容渲染回调 ------------------
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)
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def update_main_content(data):
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if not data or "data_df" not in data or len(data["data_df"]) == 0:
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return html.Div([
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html.Div("📊", style={"fontSize": "3rem", "marginBottom": "20px"}),
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html.H3("No Data Available", style={"color": "#666", "marginBottom": "10px"}),
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html.P("Please click the 'Load Data' button above to get data.",
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style={"color": "#888", "fontSize": "1rem"})
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], style={
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"textAlign": "center",
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"padding": "60px 20px",
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"color": "#666"
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})
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columns = data["columns"]
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rows = []
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for i, joint in enumerate(columns):
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rows.append(html.Div([
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# 关节图 - 左侧50%
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html.Div([
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dcc.Graph(id=f"graph-{i}")
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], style={
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"flex": "0 0 50%",
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"backgroundColor": "white",
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"borderRadius": "8px",
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"padding": "8px",
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"boxShadow": "0 2px 10px rgba(0,0,0,0.05)",
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"border": "1px solid #e9ecef",
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"marginRight": "2%"
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}),
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# 视频区域 - 右侧48%
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html.Div([
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html.Img(id=f"video1-{i}", style={
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"width": "49%",
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"height": "180px",
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"objectFit": "contain",
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"display": "inline-block",
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"borderRadius": "6px",
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"border": "2px solid #e9ecef"
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}),
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html.Img(id=f"video2-{i}", style={
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"width": "49%",
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"height": "180px",
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"objectFit": "contain",
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"display": "inline-block",
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"borderRadius": "6px",
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"border": "2px solid #e9ecef"
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})
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], style={
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"flex": "0 0 48%"
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})
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], style={
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"marginBottom": "25px",
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"backgroundColor": "white",
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"borderRadius": "12px",
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"padding": "12px",
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"boxShadow": "0 4px 15px rgba(0,0,0,0.08)",
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"border": "1px solid #f0f0f0",
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"display": "flex",
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"alignItems": "flex-start",
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"minHeight": "250px"
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}))
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return html.Div(rows)
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# ------------------ 阴影与高亮工具函数 ------------------
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shadow['end_time'] == h_shadow['end_time']):
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is_highlighted = True
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break
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color = "#3b82f6" if is_highlighted else "#ef4444" # Blue for highlighted, red for normal
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opacity = 0.7 if is_highlighted else 0.4
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shapes.append({
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"type": "rect",
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"xref": "x",
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go.Scatter(
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x=time_for_plot,
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y=smoothed_angle,
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name="Joint Angle",
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line=dict(color='#f59e0b', width=2),
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hovertemplate='<b>Time:</b> %{x:.2f}s<br><b>Angle:</b> %{y:.2f}°<extra></extra>'
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)
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],
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"layout": go.Layout(
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title={
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'text': joint_name.replace('_', ' ').title(),
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'font': {'size': 16, 'color': '#374151'}
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},
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xaxis={
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"title": "Time (seconds)",
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"titlefont": {"color": "#6b7280"},
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"tickfont": {"color": "#6b7280"},
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"gridcolor": "#f3f4f6",
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"zerolinecolor": "#e5e7eb"
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},
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yaxis={
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"title": "Angle (degrees)",
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"titlefont": {"color": "#6b7280"},
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"tickfont": {"color": "#6b7280"},
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"gridcolor": "#f3f4f6",
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"zerolinecolor": "#e5e7eb"
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},
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shapes=shapes,
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hovermode="x unified",
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height=220,
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margin=dict(t=30, b=30, l=50, r=30),
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showlegend=False,
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plot_bgcolor='white',
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paper_bgcolor='white',
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font={'family': "'Segoe UI', Tahoma, Geneva, Verdana, sans-serif"}
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)
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}
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else:
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return no_update, no_update
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except Exception as e:
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print(f"update_video_frames callback error: {e}")
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return no_update, no_update
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# ------------------ 启动应用 ------------------
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