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Diffstat (limited to 'cogs/utils')
| -rw-r--r-- | cogs/utils/file_search.py | 500 |
1 files changed, 500 insertions, 0 deletions
diff --git a/cogs/utils/file_search.py b/cogs/utils/file_search.py new file mode 100644 index 0000000..4a2bdc4 --- /dev/null +++ b/cogs/utils/file_search.py | |||
| @@ -0,0 +1,500 @@ | |||
| 1 | # This file is part of Senator Sperma | ||
| 2 | # Licensed under the GPL-3.0 License | ||
| 3 | # Copyright (C) 2026 Salmonik @ salmonik@tuta.io | ||
| 4 | # https://codeberg.org/salmonik/senator-sperma | ||
| 5 | |||
| 6 | """ | ||
| 7 | Universal File Searcher | ||
| 8 | |||
| 9 | This module provides a universal file searcher that can search for different file types: | ||
| 10 | - Audio files (mp3, wav, mp4, opus, m4a, flac, aac, ogg) | ||
| 11 | - Video files (mp4, avi, mkv, mov, wmv, flv, webm, m4v, 3gp) | ||
| 12 | - Image files (jpg, jpeg, png, gif, bmp, tiff, webp, svg, ico) | ||
| 13 | |||
| 14 | Usage Examples: | ||
| 15 | # Search all file types | ||
| 16 | results = await UniversalSearcher.search_local("query") | ||
| 17 | |||
| 18 | # Search only audio files | ||
| 19 | results = await UniversalSearcher.search_local("query", filetype="Audio") | ||
| 20 | |||
| 21 | # Search only video files | ||
| 22 | results = await UniversalSearcher.search_local("query", filetype="Video") | ||
| 23 | |||
| 24 | # Search only image files | ||
| 25 | results = await UniversalSearcher.search_local("query", filetype="Image") | ||
| 26 | |||
| 27 | # Autocomplete search | ||
| 28 | results = await UniversalSearcher.search_local_autocomplete("partial_query", filetype="Video") | ||
| 29 | |||
| 30 | Settings.json structure: | ||
| 31 | { | ||
| 32 | "file_paths": [ | ||
| 33 | "/path/to/your/media/files", | ||
| 34 | "/another/path/with/mixed/content", | ||
| 35 | "relative/path/to/files" | ||
| 36 | ] | ||
| 37 | } | ||
| 38 | |||
| 39 | Note: file_paths should contain directories that may contain any mix of audio, video, | ||
| 40 | and image files. The searcher will filter by file type automatically based on the | ||
| 41 | filetype parameter. | ||
| 42 | """ | ||
| 43 | |||
| 44 | import json | ||
| 45 | import logging | ||
| 46 | import re | ||
| 47 | import urllib.parse | ||
| 48 | from pathlib import Path | ||
| 49 | import aiofiles | ||
| 50 | from rapidfuzz import fuzz | ||
| 51 | import aiohttp | ||
| 52 | import asyncio | ||
| 53 | import os | ||
| 54 | from dotenv import load_dotenv | ||
| 55 | |||
| 56 | load_dotenv() | ||
| 57 | |||
| 58 | logger = logging.getLogger(__name__) | ||
| 59 | |||
| 60 | class SearchUtils: | ||
| 61 | """Utilities for searching and scoring audio files.""" | ||
| 62 | |||
| 63 | @staticmethod | ||
| 64 | def normalize_name(p: Path, keep_ext=False): | ||
| 65 | """Preprocess filenames: lower, replace separators, strip extensions optionally.""" | ||
| 66 | name = str(p.name if keep_ext else p.stem) | ||
| 67 | return name.lower().replace('_', ' ').replace('-', ' ') | ||
| 68 | |||
| 69 | @staticmethod | ||
| 70 | def length_penalty(query, candidate): | ||
| 71 | """Penalize tiny filenames when query is long; returns multiplier [0.0,1.0].""" | ||
| 72 | ql = len(query) | ||
| 73 | cl = len(candidate) | ||
| 74 | if ql == 0: | ||
| 75 | return 1.0 | ||
| 76 | ratio = cl / ql | ||
| 77 | # Prefer candidate lengths near query length; gentle falloff otherwise | ||
| 78 | return math.exp(-0.5 * ((math.log(max(ratio, 1e-6)))**2)) | ||
| 79 | |||
| 80 | @staticmethod | ||
| 81 | def combined_score(query, candidate): | ||
| 82 | """Calculate a combined fuzzy matching score using multiple strategies. | ||
| 83 | |||
| 84 | Args: | ||
| 85 | query: The search query | ||
| 86 | candidate: The candidate string to score against | ||
| 87 | |||
| 88 | Returns: | ||
| 89 | float: Score between 0-100, where higher means better match | ||
| 90 | """ | ||
| 91 | if not query or not candidate: | ||
| 92 | return 0.0 | ||
| 93 | |||
| 94 | query = query.lower().strip() | ||
| 95 | candidate = candidate.lower() | ||
| 96 | |||
| 97 | # Check for direct matches first | ||
| 98 | direct_match_score = SearchUtils._check_direct_matches(query, candidate) | ||
| 99 | if direct_match_score is not None: | ||
| 100 | return direct_match_score | ||
| 101 | |||
| 102 | # Handle short queries specially | ||
| 103 | short_query_score = SearchUtils._handle_short_queries(query, candidate) | ||
| 104 | if short_query_score is not None: | ||
| 105 | return short_query_score | ||
| 106 | |||
| 107 | # For longer queries, use complex scoring | ||
| 108 | return SearchUtils._calculate_complex_score(query, candidate) | ||
| 109 | |||
| 110 | @staticmethod | ||
| 111 | def _check_direct_matches(query: str, candidate: str) -> float: | ||
| 112 | """Check for direct substring matches.""" | ||
| 113 | if query in candidate: | ||
| 114 | base_score = 100 | ||
| 115 | if re.search(rf'\b{re.escape(query)}\b', candidate): | ||
| 116 | base_score = 110 | ||
| 117 | return min(100, base_score) | ||
| 118 | return 0 | ||
| 119 | |||
| 120 | @staticmethod | ||
| 121 | def _handle_short_queries(query: str, candidate: str) -> float: | ||
| 122 | """Handle scoring for short queries (2-3 chars).""" | ||
| 123 | if len(query) <= 3: | ||
| 124 | if re.search(rf'\b{re.escape(query)}', candidate): | ||
| 125 | return 90 | ||
| 126 | if query in candidate: | ||
| 127 | return 80 | ||
| 128 | return 0 | ||
| 129 | |||
| 130 | @staticmethod | ||
| 131 | def _calculate_complex_score(query: str, candidate: str) -> float: | ||
| 132 | """Calculate complex score for longer queries.""" | ||
| 133 | query_words = {word for word in re.split(r'\W+', query) if len(word) > 1} | ||
| 134 | if not query_words: | ||
| 135 | return 0.0 | ||
| 136 | |||
| 137 | candidate_words = set(re.split(r'\W+', candidate)) | ||
| 138 | word_ratio = SearchUtils._calculate_word_ratio(query_words, candidate_words) | ||
| 139 | |||
| 140 | if word_ratio == 0: | ||
| 141 | return 0.0 | ||
| 142 | |||
| 143 | # Calculate various similarity metrics | ||
| 144 | similarity_scores = SearchUtils._get_similarity_scores(query, candidate) | ||
| 145 | word_scores = SearchUtils._get_word_scores(query, candidate, query_words, candidate_words) | ||
| 146 | |||
| 147 | # Calculate final weighted score | ||
| 148 | final_score = SearchUtils._calculate_weighted_score(similarity_scores, word_scores, word_ratio) | ||
| 149 | |||
| 150 | # Apply penalties and boosts | ||
| 151 | final_score = SearchUtils._apply_adjustments(final_score, query, candidate, word_ratio) | ||
| 152 | |||
| 153 | return min(100, max(0, int(final_score))) | ||
| 154 | |||
| 155 | @staticmethod | ||
| 156 | def _calculate_word_ratio(query_words: set, candidate_words: set) -> float: | ||
| 157 | """Calculate the ratio of matching words.""" | ||
| 158 | matching_words = sum(1 for word in query_words if word in candidate_words) | ||
| 159 | return matching_words / len(query_words) | ||
| 160 | |||
| 161 | @staticmethod | ||
| 162 | def _get_similarity_scores(query: str, candidate: str) -> dict: | ||
| 163 | """Get various fuzzy similarity scores.""" | ||
| 164 | return { | ||
| 165 | 'ratio': fuzz.ratio(query, candidate), | ||
| 166 | 'partial': fuzz.partial_ratio(query, candidate), | ||
| 167 | 'token_set': fuzz.token_set_ratio(query, candidate) | ||
| 168 | } | ||
| 169 | |||
| 170 | @staticmethod | ||
| 171 | def _get_word_scores(query: str, candidate: str, query_words: set, candidate_words: set) -> dict: | ||
| 172 | """Calculate word-based scores.""" | ||
| 173 | query_tokens = set(query.split()) | ||
| 174 | candidate_tokens = set(candidate.split()) | ||
| 175 | |||
| 176 | word_intersection = len(query_tokens & candidate_tokens) | ||
| 177 | word_union = len(query_tokens | candidate_tokens) | ||
| 178 | jaccard_sim = word_intersection / word_union if word_union > 0 else 0 | ||
| 179 | |||
| 180 | prefix_bonus = SearchUtils._calculate_prefix_bonus(query_words, candidate_words) | ||
| 181 | |||
| 182 | return { | ||
| 183 | 'jaccard': jaccard_sim, | ||
| 184 | 'prefix': min(prefix_bonus, 100) | ||
| 185 | } | ||
| 186 | |||
| 187 | @staticmethod | ||
| 188 | def _calculate_prefix_bonus(query_words: set, candidate_words: set) -> float: | ||
| 189 | """Calculate prefix matching bonus.""" | ||
| 190 | prefix_bonus = 0 | ||
| 191 | for q_word in query_words: | ||
| 192 | for c_word in candidate_words: | ||
| 193 | if c_word.startswith(q_word): | ||
| 194 | prefix_bonus += (len(q_word) / max(len(c_word), 1)) * 20 | ||
| 195 | return prefix_bonus | ||
| 196 | |||
| 197 | @staticmethod | ||
| 198 | def _calculate_weighted_score(similarity_scores: dict, word_scores: dict, word_ratio: float) -> float: | ||
| 199 | """Calculate the final weighted score.""" | ||
| 200 | return ( | ||
| 201 | 0.40 * similarity_scores['token_set'] + | ||
| 202 | 0.25 * similarity_scores['ratio'] + | ||
| 203 | 0.15 * similarity_scores['partial'] + | ||
| 204 | 0.15 * (word_scores['jaccard'] * 100) + | ||
| 205 | 0.05 * word_scores['prefix'] | ||
| 206 | ) | ||
| 207 | |||
| 208 | @staticmethod | ||
| 209 | def _apply_adjustments(score: float, query: str, candidate: str, word_ratio: float) -> float: | ||
| 210 | """Apply length penalty and word ratio boost.""" | ||
| 211 | import math | ||
| 212 | |||
| 213 | # Apply length penalty | ||
| 214 | score *= min(1.0, 0.9 + (0.1 * SearchUtils.length_penalty(query, candidate))) | ||
| 215 | |||
| 216 | # Apply word ratio boost | ||
| 217 | score = score * (0.7 + (0.3 * word_ratio)) | ||
| 218 | |||
| 219 | return score | ||
| 220 | |||
| 221 | class UniversalSearcher: | ||
| 222 | """Handles searching for files in configured paths with support for multiple file types.""" | ||
| 223 | |||
| 224 | FILE_TYPE_EXTENSIONS = { | ||
| 225 | 'Audio': {'.mp4', '.mp3', '.wav', '.opus', '.m4a', '.flac', '.aac', '.ogg'}, | ||
| 226 | 'Video': {'.mp4', '.avi', '.mkv', '.mov', '.wmv', '.flv', '.webm', '.m4v', '.3gp', '.gif'}, | ||
| 227 | 'Image': {'.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff', '.webp', '.svg', '.ico'} | ||
| 228 | } | ||
| 229 | |||
| 230 | @staticmethod | ||
| 231 | def _is_valid_file(file_path: Path, filetype: str = None) -> bool: | ||
| 232 | """Check if file is valid for the specified filetype.""" | ||
| 233 | if not file_path.is_file(): | ||
| 234 | return False | ||
| 235 | |||
| 236 | if filetype is None: | ||
| 237 | # Search all file types | ||
| 238 | all_extensions = set() | ||
| 239 | for extensions in UniversalSearcher.FILE_TYPE_EXTENSIONS.values(): | ||
| 240 | all_extensions.update(extensions) | ||
| 241 | return file_path.suffix.lower() in all_extensions | ||
| 242 | |||
| 243 | filetype = filetype.capitalize() | ||
| 244 | if filetype not in UniversalSearcher.FILE_TYPE_EXTENSIONS: | ||
| 245 | return False | ||
| 246 | |||
| 247 | valid_extensions = UniversalSearcher.FILE_TYPE_EXTENSIONS[filetype] | ||
| 248 | return file_path.suffix.lower() in valid_extensions | ||
| 249 | |||
| 250 | @staticmethod | ||
| 251 | def _calculate_match_score(query: str, file_name: str, autocomplete: bool) -> tuple[int, str]: | ||
| 252 | """Calculate match score for a file.""" | ||
| 253 | if not query and autocomplete: | ||
| 254 | return 0, file_name | ||
| 255 | |||
| 256 | if query and len(query) >= 2: | ||
| 257 | if query in file_name: | ||
| 258 | logger.debug(f"Found direct match: {file_name} (contains '{query}')") | ||
| 259 | |||
| 260 | score = SearchUtils.combined_score(query, file_name) | ||
| 261 | logger.debug(f"File: {file_name} - Score: {score}") | ||
| 262 | |||
| 263 | if score >= 30: | ||
| 264 | return score, file_name | ||
| 265 | |||
| 266 | return -1, file_name | ||
| 267 | |||
| 268 | @staticmethod | ||
| 269 | async def _search_single_path(path: Path, query: str, max_results: int, autocomplete: bool, filetype: str = None) -> list[tuple[int, str]]: | ||
| 270 | """Search for files in a single path.""" | ||
| 271 | matches = [] | ||
| 272 | |||
| 273 | logger.debug(f"Searching in directory: {path} (filetype: {filetype or 'All'})") | ||
| 274 | |||
| 275 | for file_path in path.rglob('*'): | ||
| 276 | if not UniversalSearcher._is_valid_file(file_path, filetype): | ||
| 277 | continue | ||
| 278 | |||
| 279 | file_name = file_path.name.lower() | ||
| 280 | score, _ = UniversalSearcher._calculate_match_score(query, file_name, autocomplete) | ||
| 281 | |||
| 282 | if score >= 0: | ||
| 283 | matches.append((score, str(file_path.absolute()))) | ||
| 284 | |||
| 285 | if len(matches) >= max_results * 5: | ||
| 286 | break | ||
| 287 | |||
| 288 | return matches | ||
| 289 | |||
| 290 | @staticmethod | ||
| 291 | def _get_search_paths(data: dict, filetype: str = None) -> list: | ||
| 292 | """Get the search paths from settings.""" | ||
| 293 | return data.get('file_paths', []) | ||
| 294 | |||
| 295 | @classmethod | ||
| 296 | async def _search_paths(cls, search_paths: list, query: str, max_results: int, autocomplete: bool, filetype: str = None) -> tuple[list, int]: | ||
| 297 | """Search through the provided paths and return matches and file count.""" | ||
| 298 | matches = [] | ||
| 299 | file_count = 0 | ||
| 300 | |||
| 301 | for path_str in search_paths: | ||
| 302 | path = Path(path_str) | ||
| 303 | if not path.exists(): | ||
| 304 | logger.warning(f"Path does not exist: {path}") | ||
| 305 | continue | ||
| 306 | |||
| 307 | path_matches = await cls._search_single_path(path, query, max_results, autocomplete, filetype) | ||
| 308 | matches.extend(path_matches) | ||
| 309 | file_count += len(path_matches) | ||
| 310 | |||
| 311 | if len(matches) >= max_results * 5: | ||
| 312 | break | ||
| 313 | |||
| 314 | return matches, file_count | ||
| 315 | |||
| 316 | @classmethod | ||
| 317 | async def search_local(cls, query: str = None, max_results: int = 25, autocomplete: bool = False, filetype: str = None): | ||
| 318 | """Search for files with fuzzy matching and optional autocomplete support. | ||
| 319 | |||
| 320 | Args: | ||
| 321 | query: Search query string (can be None for autocomplete) | ||
| 322 | max_results: Maximum number of results to return | ||
| 323 | autocomplete: If True, returns results even with empty query | ||
| 324 | filetype: Type of files to search for ('Audio', 'Video', 'Image', or None for all) | ||
| 325 | |||
| 326 | Returns: | ||
| 327 | List of matching file paths with scores | ||
| 328 | """ | ||
| 329 | if not query and not autocomplete: | ||
| 330 | return [] | ||
| 331 | |||
| 332 | query = (query or '').lower().strip() | ||
| 333 | logger.info(f"Starting local search for query: '{query}' (filetype: {filetype or 'All'})") | ||
| 334 | |||
| 335 | try: | ||
| 336 | async with aiofiles.open('settings.json') as f: | ||
| 337 | content = await f.read() | ||
| 338 | data = json.loads(content) | ||
| 339 | |||
| 340 | search_paths = cls._get_search_paths(data, filetype) | ||
| 341 | logger.info(f"Searching in paths: {search_paths}") | ||
| 342 | |||
| 343 | matches, file_count = await cls._search_paths(search_paths, query, max_results, autocomplete, filetype) | ||
| 344 | |||
| 345 | logger.info(f"Scanned {file_count} files total") | ||
| 346 | |||
| 347 | matches.sort(reverse=True, key=lambda x: x[0]) | ||
| 348 | result = [path for score, path in matches[:max_results]] | ||
| 349 | |||
| 350 | logger.info(f"Search complete. Found {len(result)} matches out of {file_count} files.") | ||
| 351 | if not result and query: | ||
| 352 | logger.warning(f"No matches found for query: '{query}'. Try a different search term.") | ||
| 353 | return result | ||
| 354 | |||
| 355 | except Exception as e: | ||
| 356 | logger.error(f"Error during local search: {str(e)}", exc_info=True) | ||
| 357 | return [] | ||
| 358 | |||
| 359 | @classmethod | ||
| 360 | async def search_local_autocomplete(cls, query: str = None, max_results: int = 10, filetype: str = None): | ||
| 361 | """Wrapper for autocomplete searches that returns more results and allows empty query. | ||
| 362 | |||
| 363 | Args: | ||
| 364 | query: Search query string (can be None for autocomplete) | ||
| 365 | max_results: Maximum number of results to return | ||
| 366 | filetype: Type of files to search for ('Audio', 'Video', 'Image', or None for all) | ||
| 367 | """ | ||
| 368 | # For autocomplete, we want to show more options and allow empty queries | ||
| 369 | if not query: | ||
| 370 | return [] | ||
| 371 | |||
| 372 | return await cls.search_local(query, max_results=max_results, autocomplete=True, filetype=filetype) | ||
| 373 | |||
| 374 | @staticmethod | ||
| 375 | async def _load_baseurl(): | ||
| 376 | """Load baseurl from settings.json""" | ||
| 377 | try: | ||
| 378 | async with aiofiles.open('settings.json') as f: | ||
| 379 | content = await f.read() | ||
| 380 | data = json.loads(content) | ||
| 381 | return data.get('baseurl', 'http://localhost:8080').rstrip('/') | ||
| 382 | except Exception as e: | ||
| 383 | logger.error(f"Error loading baseurl: {e}") | ||
| 384 | return 'http://localhost:8080' | ||
| 385 | |||
| 386 | @staticmethod | ||
| 387 | async def search_copyparty(query: str, max_results: int = 25): | ||
| 388 | """Search for files using copyparty API (jPOST method). | ||
| 389 | |||
| 390 | Args: | ||
| 391 | query: Search query string | ||
| 392 | max_results: Maximum number of results to return | ||
| 393 | |||
| 394 | Returns: | ||
| 395 | List of matching file URLs | ||
| 396 | """ | ||
| 397 | |||
| 398 | |||
| 399 | if not query: | ||
| 400 | return [] | ||
| 401 | |||
| 402 | query = query.strip() | ||
| 403 | logger.info(f"Starting copyparty search for query: '{query}'") | ||
| 404 | query = f'name like "*{query}*"' | ||
| 405 | |||
| 406 | try: | ||
| 407 | baseurl = await UniversalSearcher._load_baseurl() | ||
| 408 | password = os.getenv("COPYPARTY_R_PASSWORD") | ||
| 409 | |||
| 410 | async with aiohttp.ClientSession() as session: | ||
| 411 | headers = {"Content-Type": "application/json"} | ||
| 412 | if password: | ||
| 413 | headers["PW"] = password | ||
| 414 | async with session.post(f"{baseurl}/?srch", headers=headers, data=json.dumps({"n": max_results, "q": query})) as response: | ||
| 415 | if response.status == 200: | ||
| 416 | data = await response.json() | ||
| 417 | logger.info(f"Copyparty response: {data}") | ||
| 418 | files = UniversalSearcher._extract_files_from_response(data) | ||
| 419 | results = UniversalSearcher._convert_files_to_urls(files, baseurl, max_results) | ||
| 420 | |||
| 421 | logger.info(f"Copyparty search complete. Found {len(results)} matches.") | ||
| 422 | return results | ||
| 423 | else: | ||
| 424 | logger.error(f"Copyparty API returned status {response.status}") | ||
| 425 | return [] | ||
| 426 | |||
| 427 | except aiohttp.ClientError as e: | ||
| 428 | logger.error(f"HTTP error during copyparty search: {e}") | ||
| 429 | return [] | ||
| 430 | except Exception as e: | ||
| 431 | logger.error(f"Error during copyparty search: {str(e)}", exc_info=True) | ||
| 432 | return [] | ||
| 433 | |||
| 434 | @staticmethod | ||
| 435 | def _extract_files_from_response(data): | ||
| 436 | """Extract files list from copyparty API response.""" | ||
| 437 | if isinstance(data, dict): | ||
| 438 | if 'hits' in data: | ||
| 439 | return data['hits'] | ||
| 440 | elif 'files' in data: | ||
| 441 | return data['files'] | ||
| 442 | elif 'results' in data: | ||
| 443 | return data['results'] | ||
| 444 | else: | ||
| 445 | return data if isinstance(data, list) else [] | ||
| 446 | elif isinstance(data, list): | ||
| 447 | return data | ||
| 448 | else: | ||
| 449 | return [] | ||
| 450 | |||
| 451 | @staticmethod | ||
| 452 | def _convert_files_to_urls(files, baseurl, max_results): | ||
| 453 | """Convert file info objects to URLs.""" | ||
| 454 | results = [] | ||
| 455 | |||
| 456 | for file_info in files[:max_results]: | ||
| 457 | if isinstance(file_info, dict): | ||
| 458 | file_url = UniversalSearcher._extract_url_from_dict(file_info, baseurl) | ||
| 459 | if file_url: | ||
| 460 | results.append(file_url) | ||
| 461 | elif isinstance(file_info, str): | ||
| 462 | # If it's just a string path/URL | ||
| 463 | if file_info.startswith('http'): | ||
| 464 | results.append(file_info) | ||
| 465 | else: | ||
| 466 | results.append(f"{baseurl}/{file_info.lstrip('/')}") | ||
| 467 | |||
| 468 | return results | ||
| 469 | |||
| 470 | @staticmethod | ||
| 471 | def _extract_url_from_dict(file_info, baseurl): | ||
| 472 | """Extract URL from file info dictionary.""" | ||
| 473 | if 'url' in file_info: | ||
| 474 | return file_info['url'] | ||
| 475 | elif 'rp' in file_info: | ||
| 476 | return f"{baseurl}/{file_info['rp']}" | ||
| 477 | elif 'path' in file_info: | ||
| 478 | return f"{baseurl}/{file_info['path'].lstrip('/')}" | ||
| 479 | elif 'name' in file_info: | ||
| 480 | return f"{baseurl}/{file_info['name'].lstrip('/')}" | ||
| 481 | else: | ||
| 482 | return None | ||
| 483 | |||
| 484 | @staticmethod | ||
| 485 | async def search_copyparty_autocomplete(query: str, max_results: int = 10): | ||
| 486 | """Wrapper for autocomplete searches using copyparty. | ||
| 487 | |||
| 488 | Args: | ||
| 489 | query: Search query string | ||
| 490 | max_results: Maximum number of results to return | ||
| 491 | |||
| 492 | Returns: | ||
| 493 | List of matching file URLs | ||
| 494 | """ | ||
| 495 | if not query: | ||
| 496 | return [] | ||
| 497 | |||
| 498 | return await UniversalSearcher.search_copyparty(query, max_results) | ||
| 499 | |||
| 500 | |||
