Spaces:
Running
on
Zero
Running
on
Zero
Update breed_recommendation.py
Browse files- breed_recommendation.py +307 -7
breed_recommendation.py
CHANGED
|
@@ -10,6 +10,37 @@ from scoring_calculation_system import UserPreferences, calculate_compatibility_
|
|
| 10 |
from recommendation_html_format import format_recommendation_html, get_breed_recommendations
|
| 11 |
from search_history import create_history_tab, create_history_component
|
| 12 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
|
| 14 |
def create_recommendation_tab(UserPreferences, get_breed_recommendations, format_recommendation_html, history_component):
|
| 15 |
|
|
@@ -163,9 +194,18 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format
|
|
| 163 |
inputs=has_children,
|
| 164 |
outputs=children_age
|
| 165 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 166 |
|
| 167 |
-
get_recommendations_btn = gr.Button("Find My Perfect Match! 🔍", variant="primary")
|
| 168 |
-
|
| 169 |
recommendation_output = gr.HTML(
|
| 170 |
label="Breed Recommendations",
|
| 171 |
visible=True, # 確保可見性
|
|
@@ -174,6 +214,7 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format
|
|
| 174 |
|
| 175 |
def on_find_match_click(*args):
|
| 176 |
try:
|
|
|
|
| 177 |
user_prefs = UserPreferences(
|
| 178 |
living_space=args[0],
|
| 179 |
yard_access=args[1],
|
|
@@ -222,15 +263,23 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format
|
|
| 222 |
results=history_results
|
| 223 |
)
|
| 224 |
|
| 225 |
-
return
|
|
|
|
|
|
|
|
|
|
| 226 |
|
| 227 |
except Exception as e:
|
| 228 |
print(f"Error in find match: {str(e)}")
|
| 229 |
import traceback
|
| 230 |
print(traceback.format_exc())
|
| 231 |
-
return "Error getting recommendations"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 232 |
|
| 233 |
-
|
| 234 |
get_recommendations_btn.click(
|
| 235 |
fn=on_find_match_click,
|
| 236 |
inputs=[
|
|
@@ -246,7 +295,7 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format
|
|
| 246 |
children_age,
|
| 247 |
noise_tolerance
|
| 248 |
],
|
| 249 |
-
outputs=recommendation_output
|
| 250 |
)
|
| 251 |
|
| 252 |
return {
|
|
@@ -258,4 +307,255 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format
|
|
| 258 |
'noise_tolerance': noise_tolerance,
|
| 259 |
'get_recommendations_btn': get_recommendations_btn,
|
| 260 |
'recommendation_output': recommendation_output,
|
| 261 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
from recommendation_html_format import format_recommendation_html, get_breed_recommendations
|
| 11 |
from search_history import create_history_tab, create_history_component
|
| 12 |
|
| 13 |
+
def create_custom_button_style():
|
| 14 |
+
return """
|
| 15 |
+
<style>
|
| 16 |
+
/* 自定義按鈕樣式 */
|
| 17 |
+
#find-match-btn {
|
| 18 |
+
background: linear-gradient(90deg, #ff7e5f 0%, #feb47b 100%);
|
| 19 |
+
border: none;
|
| 20 |
+
border-radius: 30px;
|
| 21 |
+
padding: 12px 24px;
|
| 22 |
+
color: white;
|
| 23 |
+
font-weight: bold;
|
| 24 |
+
cursor: pointer;
|
| 25 |
+
transition: all 0.3s ease;
|
| 26 |
+
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
#find-match-btn:hover {
|
| 30 |
+
box-shadow: 0 6px 8px rgba(0, 0, 0, 0.15);
|
| 31 |
+
opacity: 0.9;
|
| 32 |
+
}
|
| 33 |
+
|
| 34 |
+
/* 搜尋中提示樣式 */
|
| 35 |
+
#search-status {
|
| 36 |
+
text-align: center;
|
| 37 |
+
padding: 10px;
|
| 38 |
+
font-size: 1.1em;
|
| 39 |
+
color: #666;
|
| 40 |
+
display: none;
|
| 41 |
+
}
|
| 42 |
+
</style>
|
| 43 |
+
"""
|
| 44 |
|
| 45 |
def create_recommendation_tab(UserPreferences, get_breed_recommendations, format_recommendation_html, history_component):
|
| 46 |
|
|
|
|
| 194 |
inputs=has_children,
|
| 195 |
outputs=children_age
|
| 196 |
)
|
| 197 |
+
gr.HTML(create_custom_button_style())
|
| 198 |
+
|
| 199 |
+
search_status = gr.HTML(
|
| 200 |
+
'<div id="search-status">🔍 Sniffing out your perfect furry companion...</div>',
|
| 201 |
+
visible=False
|
| 202 |
+
)
|
| 203 |
+
|
| 204 |
+
get_recommendations_btn = gr.Button(
|
| 205 |
+
"Find My Perfect Match! 🔍",
|
| 206 |
+
elem_id="find-match-btn" # 添加自定義ID
|
| 207 |
+
)
|
| 208 |
|
|
|
|
|
|
|
| 209 |
recommendation_output = gr.HTML(
|
| 210 |
label="Breed Recommendations",
|
| 211 |
visible=True, # 確保可見性
|
|
|
|
| 214 |
|
| 215 |
def on_find_match_click(*args):
|
| 216 |
try:
|
| 217 |
+
print("Starting breed matching process...")
|
| 218 |
user_prefs = UserPreferences(
|
| 219 |
living_space=args[0],
|
| 220 |
yard_access=args[1],
|
|
|
|
| 263 |
results=history_results
|
| 264 |
)
|
| 265 |
|
| 266 |
+
return [
|
| 267 |
+
format_recommendation_html(recommendations, is_description_search=False),
|
| 268 |
+
gr.HTML.update(visible=False) # 隱藏搜尋狀態
|
| 269 |
+
]
|
| 270 |
|
| 271 |
except Exception as e:
|
| 272 |
print(f"Error in find match: {str(e)}")
|
| 273 |
import traceback
|
| 274 |
print(traceback.format_exc())
|
| 275 |
+
return ["Error getting recommendations", gr.HTML.update(visible=False)]
|
| 276 |
+
|
| 277 |
+
get_recommendations_btn.click(
|
| 278 |
+
fn=lambda: gr.HTML.update(visible=True),
|
| 279 |
+
outputs=search_status,
|
| 280 |
+
queue=False # 確保立即執行
|
| 281 |
+
)
|
| 282 |
|
|
|
|
| 283 |
get_recommendations_btn.click(
|
| 284 |
fn=on_find_match_click,
|
| 285 |
inputs=[
|
|
|
|
| 295 |
children_age,
|
| 296 |
noise_tolerance
|
| 297 |
],
|
| 298 |
+
outputs=[recommendation_output, search_status]
|
| 299 |
)
|
| 300 |
|
| 301 |
return {
|
|
|
|
| 307 |
'noise_tolerance': noise_tolerance,
|
| 308 |
'get_recommendations_btn': get_recommendations_btn,
|
| 309 |
'recommendation_output': recommendation_output,
|
| 310 |
+
}
|
| 311 |
+
|
| 312 |
+
|
| 313 |
+
|
| 314 |
+
# def create_recommendation_tab(UserPreferences, get_breed_recommendations, format_recommendation_html, history_component):
|
| 315 |
+
|
| 316 |
+
# with gr.TabItem("Breed Recommendation"):
|
| 317 |
+
# with gr.Tabs():
|
| 318 |
+
# with gr.Tab("Find by Criteria"):
|
| 319 |
+
# gr.HTML("""
|
| 320 |
+
# <div style='
|
| 321 |
+
# text-align: center;
|
| 322 |
+
# position: relative;
|
| 323 |
+
# padding: 20px 0;
|
| 324 |
+
# margin: 15px 0;
|
| 325 |
+
# background: linear-gradient(to right, rgba(66, 153, 225, 0.1), rgba(72, 187, 120, 0.1));
|
| 326 |
+
# border-radius: 10px;
|
| 327 |
+
# '>
|
| 328 |
+
# <!-- BETA 標籤 -->
|
| 329 |
+
# <div style='
|
| 330 |
+
# position: absolute;
|
| 331 |
+
# top: 10px;
|
| 332 |
+
# right: 20px;
|
| 333 |
+
# background: linear-gradient(90deg, #4299e1, #48bb78);
|
| 334 |
+
# color: white;
|
| 335 |
+
# padding: 4px 12px;
|
| 336 |
+
# border-radius: 15px;
|
| 337 |
+
# font-size: 0.85em;
|
| 338 |
+
# font-weight: 600;
|
| 339 |
+
# letter-spacing: 1px;
|
| 340 |
+
# box-shadow: 0 2px 4px rgba(0,0,0,0.1);
|
| 341 |
+
# '>BETA</div>
|
| 342 |
+
|
| 343 |
+
# <!-- 主標題 -->
|
| 344 |
+
# <p style='
|
| 345 |
+
# font-size: 1.2em;
|
| 346 |
+
# margin: 0;
|
| 347 |
+
# padding: 0 20px;
|
| 348 |
+
# line-height: 1.5;
|
| 349 |
+
# background: linear-gradient(90deg, #4299e1, #48bb78);
|
| 350 |
+
# -webkit-background-clip: text;
|
| 351 |
+
# -webkit-text-fill-color: transparent;
|
| 352 |
+
# font-weight: 600;
|
| 353 |
+
# '>
|
| 354 |
+
# Tell us about your lifestyle, and we'll recommend the perfect dog breeds for you!
|
| 355 |
+
# </p>
|
| 356 |
+
|
| 357 |
+
# <!-- 提示訊息 -->
|
| 358 |
+
# <div style='
|
| 359 |
+
# margin-top: 15px;
|
| 360 |
+
# padding: 10px 20px;
|
| 361 |
+
# background: linear-gradient(to right, rgba(66, 153, 225, 0.15), rgba(72, 187, 120, 0.15));
|
| 362 |
+
# border-radius: 8px;
|
| 363 |
+
# font-size: 0.9em;
|
| 364 |
+
# color: #2D3748;
|
| 365 |
+
# display: flex;
|
| 366 |
+
# align-items: center;
|
| 367 |
+
# justify-content: center;
|
| 368 |
+
# gap: 8px;
|
| 369 |
+
# '>
|
| 370 |
+
# <span style="font-size: 1.2em;">🔬</span>
|
| 371 |
+
# <span style="
|
| 372 |
+
# letter-spacing: 0.3px;
|
| 373 |
+
# line-height: 1.4;
|
| 374 |
+
# "><strong>Beta Feature:</strong> Our matching algorithm is continuously improving. Results are for reference only.</span>
|
| 375 |
+
# </div>
|
| 376 |
+
# </div>
|
| 377 |
+
# """)
|
| 378 |
+
|
| 379 |
+
# with gr.Row():
|
| 380 |
+
# with gr.Column():
|
| 381 |
+
# living_space = gr.Radio(
|
| 382 |
+
# choices=["apartment", "house_small", "house_large"],
|
| 383 |
+
# label="What type of living space do you have?",
|
| 384 |
+
# info="Choose your current living situation",
|
| 385 |
+
# value="apartment"
|
| 386 |
+
# )
|
| 387 |
+
|
| 388 |
+
# yard_access = gr.Radio(
|
| 389 |
+
# choices=["no_yard", "shared_yard", "private_yard"],
|
| 390 |
+
# label="Yard Access Type",
|
| 391 |
+
# info="Available outdoor space",
|
| 392 |
+
# value="no_yard"
|
| 393 |
+
# )
|
| 394 |
+
|
| 395 |
+
# exercise_time = gr.Slider(
|
| 396 |
+
# minimum=0,
|
| 397 |
+
# maximum=180,
|
| 398 |
+
# value=60,
|
| 399 |
+
# label="Daily exercise time (minutes)",
|
| 400 |
+
# info="Consider walks, play time, and training"
|
| 401 |
+
# )
|
| 402 |
+
|
| 403 |
+
# exercise_type = gr.Radio(
|
| 404 |
+
# choices=["light_walks", "moderate_activity", "active_training"],
|
| 405 |
+
# label="Exercise Style",
|
| 406 |
+
# info="What kind of activities do you prefer?",
|
| 407 |
+
# value="moderate_activity"
|
| 408 |
+
# )
|
| 409 |
+
|
| 410 |
+
|
| 411 |
+
# grooming_commitment = gr.Radio(
|
| 412 |
+
# choices=["low", "medium", "high"],
|
| 413 |
+
# label="Grooming commitment level",
|
| 414 |
+
# info="Low: monthly, Medium: weekly, High: daily",
|
| 415 |
+
# value="medium"
|
| 416 |
+
# )
|
| 417 |
+
|
| 418 |
+
# with gr.Column():
|
| 419 |
+
# size_preference = gr.Radio(
|
| 420 |
+
# choices=["no_preference", "small", "medium", "large", "giant"],
|
| 421 |
+
# label="Preference Dog Size",
|
| 422 |
+
# info="Select your preferred dog size - this will strongly filter the recommendations",
|
| 423 |
+
# value = "no_preference"
|
| 424 |
+
# )
|
| 425 |
+
# experience_level = gr.Radio(
|
| 426 |
+
# choices=["beginner", "intermediate", "advanced"],
|
| 427 |
+
# label="Dog ownership experience",
|
| 428 |
+
# info="Be honest - this helps find the right match",
|
| 429 |
+
# value="beginner"
|
| 430 |
+
# )
|
| 431 |
+
|
| 432 |
+
# time_availability = gr.Radio(
|
| 433 |
+
# choices=["limited", "moderate", "flexible"],
|
| 434 |
+
# label="Time Availability",
|
| 435 |
+
# info="Time available for dog care daily",
|
| 436 |
+
# value="moderate"
|
| 437 |
+
# )
|
| 438 |
+
|
| 439 |
+
# has_children = gr.Checkbox(
|
| 440 |
+
# label="Have children at home",
|
| 441 |
+
# info="Helps recommend child-friendly breeds"
|
| 442 |
+
# )
|
| 443 |
+
|
| 444 |
+
# children_age = gr.Radio(
|
| 445 |
+
# choices=["toddler", "school_age", "teenager"],
|
| 446 |
+
# label="Children's Age Group",
|
| 447 |
+
# info="Helps match with age-appropriate breeds",
|
| 448 |
+
# visible=False # 默認隱藏,只在has_children=True時顯示
|
| 449 |
+
# )
|
| 450 |
+
|
| 451 |
+
# noise_tolerance = gr.Radio(
|
| 452 |
+
# choices=["low", "medium", "high"],
|
| 453 |
+
# label="Noise tolerance level",
|
| 454 |
+
# info="Some breeds are more vocal than others",
|
| 455 |
+
# value="medium"
|
| 456 |
+
# )
|
| 457 |
+
|
| 458 |
+
# def update_children_age_visibility(has_children):
|
| 459 |
+
# return gr.update(visible=has_children)
|
| 460 |
+
|
| 461 |
+
# has_children.change(
|
| 462 |
+
# fn=update_children_age_visibility,
|
| 463 |
+
# inputs=has_children,
|
| 464 |
+
# outputs=children_age
|
| 465 |
+
# )
|
| 466 |
+
|
| 467 |
+
# get_recommendations_btn = gr.Button("Find My Perfect Match! 🔍", variant="primary")
|
| 468 |
+
|
| 469 |
+
# recommendation_output = gr.HTML(
|
| 470 |
+
# label="Breed Recommendations",
|
| 471 |
+
# visible=True, # 確保可見性
|
| 472 |
+
# elem_id="recommendation-output"
|
| 473 |
+
# )
|
| 474 |
+
|
| 475 |
+
# def on_find_match_click(*args):
|
| 476 |
+
# try:
|
| 477 |
+
# user_prefs = UserPreferences(
|
| 478 |
+
# living_space=args[0],
|
| 479 |
+
# yard_access=args[1],
|
| 480 |
+
# exercise_time=args[2],
|
| 481 |
+
# exercise_type=args[3],
|
| 482 |
+
# grooming_commitment=args[4],
|
| 483 |
+
# size_preference=args[5],
|
| 484 |
+
# experience_level=args[6],
|
| 485 |
+
# time_availability=args[7],
|
| 486 |
+
# has_children=args[8],
|
| 487 |
+
# children_age=args[9] if args[8] else None,
|
| 488 |
+
# noise_tolerance=args[10],
|
| 489 |
+
# space_for_play=True if args[0] != "apartment" else False,
|
| 490 |
+
# other_pets=False,
|
| 491 |
+
# climate="moderate",
|
| 492 |
+
# health_sensitivity="medium",
|
| 493 |
+
# barking_acceptance=args[10]
|
| 494 |
+
# )
|
| 495 |
+
|
| 496 |
+
# recommendations = get_breed_recommendations(user_prefs, top_n=15)
|
| 497 |
+
|
| 498 |
+
# history_results = [{
|
| 499 |
+
# 'breed': rec['breed'],
|
| 500 |
+
# 'rank': rec['rank'],
|
| 501 |
+
# 'overall_score': rec['final_score'],
|
| 502 |
+
# 'base_score': rec['base_score'],
|
| 503 |
+
# 'bonus_score': rec['bonus_score'],
|
| 504 |
+
# 'scores': rec['scores']
|
| 505 |
+
# } for rec in recommendations]
|
| 506 |
+
|
| 507 |
+
# history_component.save_search(
|
| 508 |
+
# user_preferences={
|
| 509 |
+
# 'living_space': args[0],
|
| 510 |
+
# 'yard_access': args[1],
|
| 511 |
+
# 'exercise_time': args[2],
|
| 512 |
+
# 'exercise_type': args[3],
|
| 513 |
+
# 'grooming_commitment': args[4],
|
| 514 |
+
# 'size_preference': args[5],
|
| 515 |
+
# 'experience_level': args[6],
|
| 516 |
+
# 'time_availability': args[7],
|
| 517 |
+
# 'has_children': args[8],
|
| 518 |
+
# 'children_age': args[9] if args[8] else None,
|
| 519 |
+
# 'noise_tolerance': args[10],
|
| 520 |
+
# 'search_type': 'Criteria'
|
| 521 |
+
# },
|
| 522 |
+
# results=history_results
|
| 523 |
+
# )
|
| 524 |
+
|
| 525 |
+
# return format_recommendation_html(recommendations, is_description_search=False)
|
| 526 |
+
|
| 527 |
+
# except Exception as e:
|
| 528 |
+
# print(f"Error in find match: {str(e)}")
|
| 529 |
+
# import traceback
|
| 530 |
+
# print(traceback.format_exc())
|
| 531 |
+
# return "Error getting recommendations"
|
| 532 |
+
|
| 533 |
+
|
| 534 |
+
# get_recommendations_btn.click(
|
| 535 |
+
# fn=on_find_match_click,
|
| 536 |
+
# inputs=[
|
| 537 |
+
# living_space,
|
| 538 |
+
# yard_access,
|
| 539 |
+
# exercise_time,
|
| 540 |
+
# exercise_type,
|
| 541 |
+
# grooming_commitment,
|
| 542 |
+
# size_preference,
|
| 543 |
+
# experience_level,
|
| 544 |
+
# time_availability,
|
| 545 |
+
# has_children,
|
| 546 |
+
# children_age,
|
| 547 |
+
# noise_tolerance
|
| 548 |
+
# ],
|
| 549 |
+
# outputs=recommendation_output
|
| 550 |
+
# )
|
| 551 |
+
|
| 552 |
+
# return {
|
| 553 |
+
# 'living_space': living_space,
|
| 554 |
+
# 'exercise_time': exercise_time,
|
| 555 |
+
# 'grooming_commitment': grooming_commitment,
|
| 556 |
+
# 'experience_level': experience_level,
|
| 557 |
+
# 'has_children': has_children,
|
| 558 |
+
# 'noise_tolerance': noise_tolerance,
|
| 559 |
+
# 'get_recommendations_btn': get_recommendations_btn,
|
| 560 |
+
# 'recommendation_output': recommendation_output,
|
| 561 |
+
# }
|