File size: 22,677 Bytes
2c3dd0c da97e0c 2c3dd0c da97e0c 2c3dd0c a277afd 2c3dd0c a277afd 2c3dd0c 22b34bc 2c3dd0c 22b34bc 2c3dd0c 22b34bc 2c3dd0c 22b34bc 2c3dd0c 22b34bc 2c3dd0c 2b2d4a3 22b34bc c2435f0 2c3dd0c 2b2d4a3 22b34bc 990be54 22b34bc 990be54 22b34bc 990be54 22b34bc ffb58a3 0406dc5 ffb58a3 990be54 da97e0c ffb58a3 da97e0c ffb58a3 da97e0c ffb58a3 da97e0c 990be54 da97e0c 990be54 da97e0c ffb58a3 911c512 0406dc5 a1c1f0d 12ca3d4 990be54 12ca3d4 a1c1f0d 990be54 12ca3d4 a1c1f0d 990be54 12ca3d4 990be54 12ca3d4 990be54 12ca3d4 990be54 12ca3d4 a1c1f0d 990be54 12ca3d4 a1c1f0d 12ca3d4 a1c1f0d 12ca3d4 a1c1f0d 12ca3d4 a1c1f0d 12ca3d4 a1c1f0d 12ca3d4 911c512 ffb58a3 0406dc5 ffb58a3 c2435f0 22b34bc 2c3dd0c | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 | # agents/tools/storage.py
import sqlite3
import os
from datetime import datetime
DEFAULT_DB_PATH = "agent_data.db"
SCRIPTS_BASE_PATH = "scripts"
class Storage:
def __init__(self, config=None):
self.config = config or {}
db_path = self.config.get("db_path", DEFAULT_DB_PATH)
self.conn = sqlite3.connect(db_path)
self._init_db()
def _init_db(self):
# Загружаем и выполняем весь SQL из файла db_structure.sql
sql_file = os.path.join(os.path.dirname(__file__), "db_structure.sql")
with open(sql_file, "r", encoding="utf-8") as f:
sql_script = f.read()
c = self.conn.cursor()
c.executescript(sql_script) # Выполнит все команды сразу
self.conn.commit()
# Методы для работы с дневником
def write_diary_entry(self, text, tags=None):
timestamp = datetime.utcnow().isoformat()
tag_str = ",".join(tags) if tags else ""
self.conn.execute(
'INSERT INTO diary_entries (text, tags, timestamp) VALUES (?, ?, ?)',
(text, tag_str, timestamp)
)
self.conn.commit()
def read_diary_entries(self, limit=10, tag_filter=None):
cursor = self.conn.cursor()
if tag_filter:
if isinstance(tag_filter, list):
tag_filter = ",".join(tag_filter)
like_expr = f"%{tag_filter}%"
cursor.execute(
'SELECT * FROM diary_entries WHERE tags LIKE ? ORDER BY id DESC LIMIT ?',
(like_expr, limit)
)
else:
cursor.execute('SELECT * FROM diary_entries ORDER BY id DESC LIMIT ?', (limit,))
return cursor.fetchall()
def search_diary_by_time_range(self, from_ts, to_ts):
cursor = self.conn.cursor()
cursor.execute(
'SELECT * FROM diary_entries WHERE timestamp BETWEEN ? AND ? ORDER BY timestamp DESC',
(from_ts, to_ts)
)
return cursor.fetchall()
def delete_diary_entry_by_id(self, entry_id):
self.conn.execute('DELETE FROM diary_entries WHERE id = ?', (entry_id,))
self.conn.commit()
def get_diary_tag_stats(self):
cursor = self.conn.cursor()
cursor.execute('SELECT tags FROM diary_entries')
tag_counts = {}
for row in cursor.fetchall():
tags = row[0].split(",") if row[0] else []
for tag in tags:
tag = tag.strip()
if tag:
tag_counts[tag] = tag_counts.get(tag, 0) + 1
return tag_counts
def export_diary_entries(self):
cursor = self.conn.cursor()
cursor.execute('SELECT id, text, tags, timestamp FROM diary_entries ORDER BY id ASC')
return cursor.fetchall()
# Методы для работы с концептами
def add_concept(self, name, description=None):
timestamp = datetime.utcnow().isoformat()
self.conn.execute(
'INSERT INTO concepts (name, description, timestamp) VALUES (?, ?, ?)',
(name, description, timestamp)
)
self.conn.commit()
def get_concept_by_name(self, name):
cursor = self.conn.cursor()
cursor.execute('SELECT * FROM concepts WHERE name = ?', (name,))
return cursor.fetchone()
def list_concepts(self):
cursor = self.conn.cursor()
cursor.execute('SELECT * FROM concepts ORDER BY id ASC')
return cursor.fetchall()
# Методы для работы с связями
def add_link(self, from_name, to_name, relation_type):
from_concept = self.get_concept_by_name(from_name)
to_concept = self.get_concept_by_name(to_name)
if not from_concept or not to_concept:
raise ValueError("Один или оба концепта не найдены")
from_id = from_concept[0]
to_id = to_concept[0]
timestamp = datetime.utcnow().isoformat()
self.conn.execute(
'INSERT INTO links (from_concept_id, to_concept_id, relation_type, timestamp) VALUES (?, ?, ?, ?)',
(from_id, to_id, relation_type, timestamp)
)
self.conn.commit()
def get_links_for_concept(self, concept_name):
concept = self.get_concept_by_name(concept_name)
if not concept:
return []
concept_id = concept[0]
cursor = self.conn.cursor()
cursor.execute(
'SELECT * FROM links WHERE from_concept_id = ? OR to_concept_id = ?',
(concept_id, concept_id)
)
return cursor.fetchall()
# Сложные операции над графом
def expand_concept_graph(self, start_id, depth):
visited = set()
results = []
def dfs(node_id, level):
if level > depth or node_id in visited:
return
visited.add(node_id)
cursor = self.conn.execute(
'SELECT from_concept_id, to_concept_id, relation_type FROM links WHERE from_concept_id=?',
(node_id,)
)
for row in cursor.fetchall():
results.append(row)
dfs(row[1], level + 1)
dfs(start_id, 0)
return results
def delete_concept_by_id(self, concept_id):
self.conn.execute('DELETE FROM concepts WHERE id = ?', (concept_id,))
self.conn.execute('DELETE FROM links WHERE from_concept_id = ? OR to_concept_id = ?', (concept_id, concept_id))
self.conn.commit()
def delete_link_by_id(self, link_id):
self.conn.execute('DELETE FROM links WHERE id = ?', (link_id,))
self.conn.commit()
def export_semantic_graph(self):
cursor = self.conn.cursor()
cursor.execute('SELECT id, name, description FROM concepts ORDER BY id ASC')
concepts = cursor.fetchall()
cursor.execute('SELECT id, from_concept_id, to_concept_id, relation_type FROM links ORDER BY id ASC')
links = cursor.fetchall()
return {"concepts": concepts, "links": links}
def update_concept_fields(self, concept_id, name=None, description=None):
cursor = self.conn.cursor()
if name is not None:
cursor.execute('UPDATE concepts SET name = ? WHERE id = ?', (name, concept_id))
if description is not None:
cursor.execute('UPDATE concepts SET description = ? WHERE id = ?', (description, concept_id))
self.conn.commit()
def search_links_by_relation(self, relation):
cursor = self.conn.cursor()
cursor.execute(
'SELECT id, from_concept_id, to_concept_id, relation_type FROM links WHERE relation LIKE ?',
(f"%{relation}%",)
)
return cursor.fetchall()
def search_concepts(self, query):
cursor = self.conn.execute(
'''SELECT id, name, description FROM concepts
WHERE name LIKE ? OR description LIKE ?''',
(f"%{query}%", f"%{query}%")
)
return cursor.fetchall()
def merge_concepts(self, source_id, target_id):
cursor = self.conn.cursor()
cursor.execute('UPDATE links SET source_id = ? WHERE source_id = ?', (target_id, source_id))
cursor.execute('UPDATE links SET target_id = ? WHERE target_id = ?', (target_id, source_id))
self.delete_concept_by_id(source_id)
self.conn.commit()
def get_concept_id_by_name(self, name):
cursor = self.conn.execute('SELECT id FROM concepts WHERE name = ?', (name,))
row = cursor.fetchone()
return row[0] if row else None
# Методы для заметок
def write_note(self, text, tags=None):
timestamp = datetime.utcnow().isoformat()
tag_str = ",".join(tags) if tags else ""
self.conn.execute(
'INSERT INTO notes (text, tags, timestamp) VALUES (?, ?, ?)',
(text, tag_str, timestamp)
)
self.conn.commit()
def read_notes(self, limit=10, tag_filter=None):
cursor = self.conn.cursor()
if tag_filter:
if isinstance(tag_filter, list):
tag_filter = ",".join(tag_filter)
like_expr = f"%{tag_filter}%"
cursor.execute(
'SELECT * FROM notes WHERE tags LIKE ? ORDER BY id DESC LIMIT ?',
(like_expr, limit)
)
else:
cursor.execute('SELECT * FROM notes ORDER BY id DESC LIMIT ?', (limit,))
return cursor.fetchall()
def get_notes_after(self, since_ts):
cursor = self.conn.cursor()
cursor.execute(
'SELECT id, text, source, timestamp FROM notes WHERE timestamp > ? ORDER BY timestamp',
(since_ts,)
)
return cursor.fetchall()
def get_first_unread_note(self):
cursor = self.conn.cursor()
cursor.execute(
"SELECT id, text, source, timestamp, tags FROM notes WHERE read = 0 ORDER BY id ASC LIMIT 1"
)
return cursor.fetchone()
def mark_note_as_read(self, note_id: int):
self.conn.execute(
"UPDATE notes SET read = 1 WHERE id = ?",
(note_id,)
)
self.conn.commit()
def set_tags(self, note_id: int, tags: list[str]):
tag_str = ",".join(tags)
self.conn.execute(
"UPDATE notes SET tags = ? WHERE id = ?",
(tag_str, note_id)
)
self.conn.commit()
def get_random_note_by_tags(self, include_tags: list[str]):
cursor = self.conn.cursor()
like_clauses = " OR ".join(["tags LIKE ?"] * len(include_tags))
values = [f"%{tag}%" for tag in include_tags]
query = f"""
SELECT id, text, source, timestamp, tags
FROM notes
WHERE ({like_clauses})
ORDER BY RANDOM()
LIMIT 1
"""
cursor.execute(query, values)
return cursor.fetchone()
# Разное (LLM responses / memory)
def get_llm_recent_responses(self, limit=20, llm_id=None):
c = self.conn.cursor()
query = "SELECT role, content FROM llm_recent_responses"
if llm_id:
query += " WHERE llm_id = ?"
query += " ORDER BY timestamp DESC LIMIT ?"
c.execute(query, (llm_id, limit))
else:
query += " ORDER BY timestamp DESC LIMIT ?"
c.execute(query, (limit,))
return c.fetchall()
def add_llm_memory(self, content, title=None, tags=None, llm_id=None):
c = self.conn.cursor()
c.execute('''
INSERT INTO llm_memory (title, content, tags, llm_id)
VALUES (?, ?, ?, ?)
''', (title, content, tags, llm_id))
self.conn.commit()
def add_llm_recent_response(self, role, content, llm_id=None):
c = self.conn.cursor()
c.execute('''
INSERT INTO llm_recent_responses (role, content, llm_id)
VALUES (?, ?, ?)
''', (role, content, llm_id))
self.conn.commit()
# Скрипты агента
def get_all_agent_scripts(self):
c = self.conn.cursor()
c.execute("SELECT id, name, version, language, description, tags, created_at, updated_at FROM agent_scripts")
return c.fetchall()
def get_agent_script_by_name(self, name, version=None):
"""Возвращает скрипт с подгруженным кодом из файла, если он был сохранён через @path"""
c = self.conn.cursor()
if version:
c.execute("SELECT * FROM agent_scripts WHERE name = ? AND version = ?", (name, version))
else:
c.execute("""
SELECT * FROM agent_scripts
WHERE name = ?
ORDER BY updated_at DESC
LIMIT 1
""", (name,))
row = c.fetchone()
if not row:
return None
row = list(row)
code_entry = row[3] # code
if code_entry.strip().startswith("@path="):
rel_path = code_entry.strip().split("=", 1)[1]
full_path = os.path.join(SCRIPT_ROOT, rel_path)
if os.path.isfile(full_path):
with open(full_path, "r", encoding="utf-8") as f:
row[3] = f.read()
else:
row[3] = f"# Error: Script file not found at {full_path}"
return tuple(row)
def add_agent_script(self, name, version, code, description="", tags="", language="python", llm_id=None):
c = self.conn.cursor()
try:
c.execute("""
INSERT INTO agent_scripts (name, version, code, description, tags, language, llm_id)
VALUES (?, ?, ?, ?, ?, ?, ?)
""", (name, version, code, description, tags, language, llm_id))
self.conn.commit()
return True
except sqlite3.IntegrityError:
return False # Скрипт с таким name+version уже есть
def update_agent_script(self, name, version, code=None, description=None, tags=None):
c = self.conn.cursor()
fields = []
values = []
if code is not None:
fields.append("code = ?")
values.append(code)
if description is not None:
fields.append("description = ?")
values.append(description)
if tags is not None:
fields.append("tags = ?")
values.append(tags)
if not fields:
return False
fields.append("updated_at = CURRENT_TIMESTAMP")
query = f"UPDATE agent_scripts SET {', '.join(fields)} WHERE name = ? AND version = ?"
values.extend([name, version])
c.execute(query, values)
self.conn.commit()
return c.rowcount > 0
def delete_agent_script(self, name, version=None):
c = self.conn.cursor()
if version:
c.execute("DELETE FROM agent_scripts WHERE name = ? AND version = ?", (name, version))
else:
c.execute("DELETE FROM agent_scripts WHERE name = ?", (name,))
self.conn.commit()
return c.rowcount > 0
# process_log — лог задач, ошибок и событий
def log_process_event(self, name, value=None, tags=None, status='ok', priority=0, llm_id=None):
c = self.conn.cursor()
c.execute('''
INSERT INTO process_log (name, value, tags, status, priority, llm_id)
VALUES (?, ?, ?, ?, ?, ?)
''', (name, value, tags, status, priority, llm_id))
self.conn.commit()
def get_recent_logs(self, limit=50, status_filter=None):
c = self.conn.cursor()
query = 'SELECT * FROM process_log'
params = []
if status_filter:
query += ' WHERE status = ?'
params.append(status_filter)
query += ' ORDER BY timestamp DESC LIMIT ?'
params.append(limit)
c.execute(query, tuple(params))
return c.fetchall()
# agent_tables — декларации пользовательских таблиц
def register_agent_table(self, table_name, schema, description=None, llm_id=None):
c = self.conn.cursor()
c.execute('''
INSERT OR IGNORE INTO agent_tables (table_name, description, schema, llm_id)
VALUES (?, ?, ?, ?)
''', (table_name, description, schema, llm_id))
self.conn.commit()
def get_agent_tables(self):
c = self.conn.cursor()
c.execute('SELECT * FROM agent_tables ORDER BY created_at DESC')
return c.fetchall()
# agent_scripts — код скриптов, которыми может пользоваться агент
def delete_script_file(name, version):
"""Удаляет файл скрипта, если он существует"""
path = os.path.join(SCRIPT_ROOT, name, f"v{version}", "script.py")
if os.path.isfile(path):
os.remove(path)
def resolve_script_path(name, version):
return os.path.join(SCRIPTS_BASE_PATH, name, f"v{version}", "script.py")
def register_agent_script(self, name, version, code, language='python', description=None, tags=None, llm_id=None):
c = self.conn.cursor()
if code.strip().startswith("@path="):
# сохраняем только путь как метку
path = code.strip().split("=", 1)[1]
code_entry = f"@path={path}"
else:
# сохраняем и файл
path = resolve_script_path(name, version)
os.makedirs(os.path.dirname(path), exist_ok=True)
with open(path, "w", encoding="utf-8") as f:
f.write(code)
code_entry = f"@path={name}/v{version}/script.py"
c.execute('''
INSERT OR REPLACE INTO agent_scripts (name, version, code, language, description, tags, llm_id)
VALUES (?, ?, ?, ?, ?, ?, ?)
''', (name, version, code_entry, language, description, tags, llm_id))
self.conn.commit()
def get_agent_script_code(self, name, version=None):
"""Возвращает только код (из БД или файла)"""
row = self.get_agent_script_by_name(name, version)
if not row:
return None
code_entry = row["code_or_path"]
if code_entry.strip().startswith("@path="):
rel_path = code_entry.strip().split("=", 1)[1]
full_path = os.path.join(SCRIPTS_BASE_PATH, rel_path)
if os.path.isfile(full_path):
with open(full_path, "r", encoding="utf-8") as f:
return f.read()
else:
return f"# Error: File not found at path: {full_path}"
return code_entry
def list_agent_scripts(limit=50):
c = self.conn.cursor()
c.execute("SELECT * FROM agent_scripts ORDER BY updated_at DESC LIMIT ?", (limit,))
return c.fetchall()
def get_latest_agent_script(self, name):
c = self.conn.cursor()
c.execute('''
SELECT * FROM agent_scripts
WHERE name = ?
ORDER BY updated_at DESC
LIMIT 1
''', (name,))
return c.fetchone()
def search_agent_scripts_by_tag(self, tag):
c = self.conn.cursor()
c.execute("SELECT * FROM agent_scripts WHERE tags LIKE ?", (f"%{tag}%",))
return c.fetchall()
def ensure_script_path(name, version):
"""Создаёт папку scripts/{name}/v{version}/ если не существует"""
path = os.path.join(SCRIPT_ROOT, name, f"v{version}")
os.makedirs(path, exist_ok=True)
return os.path.join(path, "script.py")
def save_script_to_file(code, name, version):
"""Сохраняет скрипт в файл и возвращает путь"""
file_path = ensure_script_path(name, version)
with open(file_path, "w", encoding="utf-8") as f:
f.write(code)
return file_path
def update_agent_script(self, name, version, code=None, description=None, tags=None, mode="inline"):
"""
mode: 'inline' (сохранять код в БД), 'file' (в файл, в БД — @path=...)
"""
c = self.conn.cursor()
# Получаем текущий code, чтобы понять, был ли путь к файлу
c.execute("SELECT code FROM agent_scripts WHERE name = ? AND version = ?", (name, version))
result = c.fetchone()
if not result:
return False
old_code = result[0]
fields = []
values = []
# Обработка поля code
if code is not None:
old_is_file = old_code.strip().startswith("@path=")
if mode == "file":
file_path = save_script_to_file(code, name, version)
rel_path = os.path.relpath(file_path, SCRIPT_ROOT)
code_ref = f"@path={rel_path}"
fields.append("code = ?")
values.append(code_ref)
# если раньше был inline — ничего не делаем, если файл — перезаписываем
else: # inline
fields.append("code = ?")
values.append(code)
# если раньше был файл — удалить его
if old_is_file:
delete_script_file(name, version)
if description is not None:
fields.append("description = ?")
values.append(description)
if tags is not None:
fields.append("tags = ?")
values.append(tags)
if not fields:
return False
fields.append("updated_at = ?")
values.append(datetime.utcnow().isoformat())
values.extend([name, version])
query = f"""
UPDATE agent_scripts
SET {', '.join(fields)}
WHERE name = ? AND version = ?
"""
c.execute(query, values)
self.conn.commit()
return c.rowcount > 0
# llm_registry — реестр LLM-агентов
def register_llm(self, llm_id, name=None, description=None):
c = self.conn.cursor()
c.execute('''
INSERT OR REPLACE INTO llm_registry (id, name, description)
VALUES (?, ?, ?)
''', (llm_id, name, description))
self.conn.commit()
def get_registered_llms(self):
c = self.conn.cursor()
c.execute('SELECT * FROM llm_registry ORDER BY registered_at DESC')
return c.fetchall()
# diary_graph_index — быстрые индексы по смысловой карте и дневнику
def add_diary_relation(self, source_id, target_id, relation, strength=1.0, context=None):
c = self.conn.cursor()
c.execute('''
INSERT INTO diary_graph_index (source_entry_id, target_entry_id, relation, strength, context)
VALUES (?, ?, ?, ?, ?)
''', (source_id, target_id, relation, strength, context))
self.conn.commit()
def get_diary_relations(self, entry_id):
c = self.conn.cursor()
c.execute('''
SELECT * FROM diary_graph_index
WHERE source_entry_id = ? OR target_entry_id = ?
ORDER BY timestamp DESC
''', (entry_id, entry_id))
return c.fetchall()
# Утилиты
def close(self):
self.conn.close()
|