Spaces:
Running
Running
File size: 19,790 Bytes
174e0f0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 |
"""
Main dashboard UI for the Modius Agent Performance application.
"""
import gradio as gr
import plotly.graph_objects as go
import logging
from typing import Tuple, Optional
from ..data.data_processor import DataProcessor
from ..visualization.apr_charts import generate_apr_visualizations, generate_apr_vs_agent_hash_visualizations
from ..visualization.roi_charts import generate_roi_visualizations
from ..visualization.volume_charts import generate_volume_visualizations
from ..utils.logging_config import get_logger
logger = get_logger(__name__)
class ModiusDashboard:
"""Main dashboard class for the Modius Agent Performance application."""
def __init__(self):
self.data_processor = DataProcessor()
self.global_df = None
self.global_roi_df = None
self.global_volume_df = None
def create_dashboard(self) -> gr.Blocks:
"""Create the main dashboard interface."""
with gr.Blocks() as demo:
gr.Markdown("# Average Modius Agent Performance")
# Create tabs for different metrics
with gr.Tabs():
# APR Metrics tab
with gr.Tab("APR Metrics"):
apr_tab = self._create_apr_tab()
# ROI Metrics tab
with gr.Tab("ROI Metrics"):
roi_tab = self._create_roi_tab()
# Volume Metrics tab - COMMENTED OUT
# with gr.Tab("Volume Metrics"):
# volume_tab = self._create_volume_tab()
# Performance Graph tab - COMMENTED OUT
# with gr.Tab("Performance Graph"):
# performance_tab = self._create_performance_tab()
# Add custom CSS for responsive design
self._add_custom_css()
return demo
def _create_apr_tab(self) -> gr.Column:
"""Create the APR metrics tab."""
with gr.Column() as apr_tab:
refresh_apr_btn = gr.Button("Refresh APR Data")
with gr.Column():
combined_apr_graph = gr.Plot(label="APR for All Agents", elem_id="responsive_apr_plot")
# Toggle controls
with gr.Row(visible=True):
gr.Markdown("##### Toggle Graph Lines", elem_id="apr_toggle_title")
with gr.Row():
with gr.Column():
with gr.Row(elem_id="apr_toggle_container"):
with gr.Column(scale=1, min_width=150):
apr_toggle = gr.Checkbox(label="APR Average (7-Day MA)", value=True, elem_id="apr_toggle")
with gr.Column(scale=1, min_width=150):
adjusted_apr_toggle = gr.Checkbox(label="ETH Adjusted APR Average (7-Day MA)", value=True, elem_id="adjusted_apr_toggle")
apr_status_text = gr.Textbox(label="Status", value="Ready", interactive=False)
# Set up event handlers
self._setup_apr_events(refresh_apr_btn, combined_apr_graph, apr_toggle, adjusted_apr_toggle, apr_status_text)
# Initialize with placeholder
apr_placeholder_fig = self._create_placeholder_chart("Click 'Refresh APR Data' to load APR graph")
combined_apr_graph.value = apr_placeholder_fig
return apr_tab
def _create_roi_tab(self) -> gr.Column:
"""Create the ROI metrics tab."""
with gr.Column() as roi_tab:
refresh_roi_btn = gr.Button("Refresh ROI Data")
with gr.Column():
combined_roi_graph = gr.Plot(label="ROI for All Agents", elem_id="responsive_roi_plot")
# Toggle controls
with gr.Row(visible=True):
gr.Markdown("##### Toggle Graph Lines", elem_id="roi_toggle_title")
with gr.Row():
with gr.Column():
with gr.Row(elem_id="roi_toggle_container"):
with gr.Column(scale=1, min_width=150):
roi_toggle = gr.Checkbox(label="ROI Average (7-Day MA)", value=True, elem_id="roi_toggle")
roi_status_text = gr.Textbox(label="Status", value="Ready", interactive=False)
# Set up event handlers
self._setup_roi_events(refresh_roi_btn, combined_roi_graph, roi_toggle, roi_status_text)
# Initialize with placeholder
roi_placeholder_fig = self._create_placeholder_chart("Click 'Refresh ROI Data' to load ROI graph")
combined_roi_graph.value = roi_placeholder_fig
return roi_tab
def _create_volume_tab(self) -> gr.Column:
"""Create the Volume metrics tab."""
with gr.Column() as volume_tab:
refresh_volume_btn = gr.Button("Refresh Volume Data")
with gr.Column():
combined_volume_graph = gr.Plot(label="Daily Volume Change (%) with 7-Day SMA", elem_id="responsive_volume_plot")
# Toggle controls
with gr.Row(visible=True):
gr.Markdown("##### Toggle Chart Display", elem_id="volume_toggle_title")
with gr.Row():
with gr.Column():
with gr.Row(elem_id="volume_toggle_container"):
with gr.Column(scale=1, min_width=150):
volume_bars_toggle = gr.Checkbox(label="Daily Volume Bars", value=True, elem_id="volume_bars_toggle")
with gr.Column(scale=1, min_width=150):
volume_sma_toggle = gr.Checkbox(label="7-Day SMA Line", value=True, elem_id="volume_sma_toggle")
volume_status_text = gr.Textbox(label="Status", value="Ready", interactive=False)
# Set up event handlers
self._setup_volume_events(refresh_volume_btn, combined_volume_graph, volume_bars_toggle, volume_sma_toggle, volume_status_text)
# Initialize with placeholder
volume_placeholder_fig = self._create_placeholder_chart("Click 'Refresh Volume Data' to load Volume graph")
combined_volume_graph.value = volume_placeholder_fig
return volume_tab
def _create_performance_tab(self) -> gr.Column:
"""Create the Performance Graph tab."""
with gr.Column() as performance_tab:
refresh_apr_hash_btn = gr.Button("Refresh APR vs Agent Hash Data")
with gr.Column():
apr_vs_agent_hash_graph = gr.Plot(label="APR vs Agent Hash", elem_id="responsive_apr_hash_plot")
apr_hash_status_text = gr.Textbox(label="Status", value="Ready", interactive=False)
# Set up event handlers
self._setup_performance_events(refresh_apr_hash_btn, apr_vs_agent_hash_graph, apr_hash_status_text)
# Initialize with placeholder
apr_hash_placeholder_fig = self._create_placeholder_chart("Click 'Refresh APR vs Agent Hash Data' to load APR vs Agent Hash graph")
apr_vs_agent_hash_graph.value = apr_hash_placeholder_fig
return performance_tab
def _setup_apr_events(self, refresh_btn, graph, apr_toggle, adjusted_apr_toggle, status_text):
"""Set up event handlers for APR tab."""
def update_apr_graph(show_apr_ma=True, show_adjusted_apr_ma=True):
try:
combined_fig, _ = generate_apr_visualizations(self.data_processor)
# Update visibility of traces based on toggle values
for trace in combined_fig.data:
if 'Average APR (7d window)' in trace.name and 'Adjusted' not in trace.name:
trace.visible = show_apr_ma
elif 'Average ETH Adjusted APR (7d window)' in trace.name:
trace.visible = show_adjusted_apr_ma
return combined_fig
except Exception as e:
logger.exception("Error generating APR visualization")
return self._create_error_chart(f"Error: {str(e)}")
def refresh_apr_data():
try:
logger.info("Manually refreshing APR data...")
self.global_df, self.global_roi_df = self.data_processor.fetch_apr_data_from_db()
if self.global_df is None or len(self.global_df) == 0:
logger.error("Failed to fetch APR data")
return graph.value, "Error: Failed to fetch APR data. Check the logs for details."
logger.info("Generating new APR visualization...")
new_graph = update_apr_graph(apr_toggle.value, adjusted_apr_toggle.value)
return new_graph, "APR data refreshed successfully"
except Exception as e:
logger.error(f"Error refreshing APR data: {e}")
return graph.value, f"Error: {str(e)}"
# Set up event handlers
refresh_btn.click(
fn=refresh_apr_data,
inputs=[],
outputs=[graph, status_text]
)
apr_toggle.change(
fn=update_apr_graph,
inputs=[apr_toggle, adjusted_apr_toggle],
outputs=[graph]
)
adjusted_apr_toggle.change(
fn=update_apr_graph,
inputs=[apr_toggle, adjusted_apr_toggle],
outputs=[graph]
)
def _setup_roi_events(self, refresh_btn, graph, roi_toggle, status_text):
"""Set up event handlers for ROI tab."""
def update_roi_graph(show_roi_ma=True):
try:
combined_fig, _ = generate_roi_visualizations(self.data_processor)
# Update visibility of traces based on toggle values
for trace in combined_fig.data:
if trace.name == 'Average ROI (3d window)':
trace.visible = show_roi_ma
return combined_fig
except Exception as e:
logger.exception("Error generating ROI visualization")
return self._create_error_chart(f"Error: {str(e)}")
def refresh_roi_data():
try:
logger.info("Manually refreshing ROI data...")
self.global_df, self.global_roi_df = self.data_processor.fetch_apr_data_from_db()
if self.global_roi_df is None or len(self.global_roi_df) == 0:
logger.error("Failed to fetch ROI data")
return graph.value, "Error: Failed to fetch ROI data. Check the logs for details."
logger.info("Generating new ROI visualization...")
new_graph = update_roi_graph(roi_toggle.value)
return new_graph, "ROI data refreshed successfully"
except Exception as e:
logger.error(f"Error refreshing ROI data: {e}")
return graph.value, f"Error: {str(e)}"
# Set up event handlers
refresh_btn.click(
fn=refresh_roi_data,
inputs=[],
outputs=[graph, status_text]
)
roi_toggle.change(
fn=update_roi_graph,
inputs=[roi_toggle],
outputs=[graph]
)
def _setup_volume_events(self, refresh_btn, graph, volume_bars_toggle, volume_sma_toggle, status_text):
"""Set up event handlers for Volume tab."""
def update_volume_graph(show_bars=True, show_sma=True):
try:
combined_fig, _ = generate_volume_visualizations(self.data_processor)
# Update visibility of traces based on toggle values
for trace in combined_fig.data:
if trace.name == 'Daily Volume Change':
trace.visible = show_bars
elif trace.name == '7-Day SMA':
trace.visible = show_sma
return combined_fig
except Exception as e:
logger.exception("Error generating Volume visualization")
return self._create_error_chart(f"Error: {str(e)}")
def refresh_volume_data():
try:
logger.info("Manually refreshing volume data...")
self.global_df, _ = self.data_processor.fetch_apr_data_from_db()
if self.global_df is None or len(self.global_df) == 0:
logger.error("Failed to fetch volume data")
return graph.value, "Error: Failed to fetch volume data. Check the logs for details."
logger.info("Generating new volume visualization...")
new_graph = update_volume_graph(volume_bars_toggle.value, volume_sma_toggle.value)
return new_graph, "Volume data refreshed successfully"
except Exception as e:
logger.error(f"Error refreshing volume data: {e}")
return graph.value, f"Error: {str(e)}"
# Set up event handlers
refresh_btn.click(
fn=refresh_volume_data,
inputs=[],
outputs=[graph, status_text]
)
volume_bars_toggle.change(
fn=update_volume_graph,
inputs=[volume_bars_toggle, volume_sma_toggle],
outputs=[graph]
)
volume_sma_toggle.change(
fn=update_volume_graph,
inputs=[volume_bars_toggle, volume_sma_toggle],
outputs=[graph]
)
def _setup_performance_events(self, refresh_btn, graph, status_text):
"""Set up event handlers for Performance tab."""
def update_apr_vs_agent_hash_graph():
try:
if self.global_df is None or self.global_df.empty:
return self._create_error_chart("No data available. Please refresh APR data first.")
fig, _ = generate_apr_vs_agent_hash_visualizations(self.global_df)
return fig
except Exception as e:
logger.exception("Error generating APR vs Agent Hash visualization")
return self._create_error_chart(f"Error: {str(e)}")
def refresh_apr_vs_agent_hash_data():
try:
logger.info("Manually refreshing APR vs Agent Hash data...")
if self.global_df is None or self.global_df.empty:
self.global_df, _ = self.data_processor.fetch_apr_data_from_db()
if self.global_df is None or len(self.global_df) == 0:
logger.error("Failed to fetch APR data for APR vs Agent Hash visualization")
return graph.value, "Error: Failed to fetch APR data. Check the logs for details."
if 'agent_hash' not in self.global_df.columns:
logger.error("agent_hash column not found in DataFrame")
return graph.value, "Error: agent_hash column not found in data. Check the logs for details."
logger.info("Generating new APR vs Agent Hash visualization...")
new_graph = update_apr_vs_agent_hash_graph()
return new_graph, "APR vs Agent Hash data refreshed successfully"
except Exception as e:
logger.error(f"Error refreshing APR vs Agent Hash data: {e}")
return graph.value, f"Error: {str(e)}"
# Set up event handlers
refresh_btn.click(
fn=refresh_apr_vs_agent_hash_data,
inputs=[],
outputs=[graph, status_text]
)
def _create_placeholder_chart(self, message: str) -> go.Figure:
"""Create a placeholder chart with a message."""
fig = go.Figure()
fig.add_annotation(
text=message,
x=0.5, y=0.5,
showarrow=False,
font=dict(size=15)
)
return fig
def _create_error_chart(self, message: str) -> go.Figure:
"""Create an error chart with a message."""
fig = go.Figure()
fig.add_annotation(
text=message,
x=0.5, y=0.5,
showarrow=False,
font=dict(size=15, color="red")
)
return fig
def _add_custom_css(self):
"""Add custom CSS for responsive design."""
gr.HTML("""
<style>
/* Make plots responsive */
#responsive_apr_plot, #responsive_roi_plot, #responsive_volume_plot, #responsive_apr_hash_plot {
width: 100% !important;
max-width: 100% !important;
}
#responsive_apr_plot > div, #responsive_roi_plot > div, #responsive_volume_plot > div, #responsive_apr_hash_plot > div {
width: 100% !important;
height: auto !important;
min-height: 500px !important;
}
/* Toggle checkbox styling */
#apr_toggle .gr-checkbox {
accent-color: #e74c3c !important;
}
#adjusted_apr_toggle .gr-checkbox {
accent-color: #2ecc71 !important;
}
#roi_toggle .gr-checkbox {
accent-color: #3498db !important;
}
#volume_toggle .gr-checkbox {
accent-color: #9b59b6 !important;
}
/* Make the toggle section more compact */
#apr_toggle_title, #roi_toggle_title, #volume_toggle_title {
margin-bottom: 0;
margin-top: 10px;
}
#apr_toggle_container, #roi_toggle_container, #volume_toggle_container {
margin-top: 5px;
}
/* Style the checkbox labels */
.gr-form.gr-box {
border: none !important;
background: transparent !important;
}
/* Make checkboxes and labels appear on the same line */
.gr-checkbox-container {
display: flex !important;
align-items: center !important;
}
/* Add colored indicators */
#apr_toggle .gr-checkbox-label::before {
content: "●";
color: #e74c3c;
margin-right: 5px;
}
#adjusted_apr_toggle .gr-checkbox-label::before {
content: "●";
color: #2ecc71;
margin-right: 5px;
}
#roi_toggle .gr-checkbox-label::before {
content: "●";
color: #3498db;
margin-right: 5px;
}
#volume_toggle .gr-checkbox-label::before {
content: "●";
color: #9b59b6;
margin-right: 5px;
}
</style>
""")
def create_dashboard() -> gr.Blocks:
"""Create and return the dashboard."""
dashboard = ModiusDashboard()
return dashboard.create_dashboard()
|