fmt

docs/redis-schema.md

@@ -131,7 +131,7 @@ GET env_vars:FEATURE_REGISTRATION    # Флаг функции регистра
 - **database**: DB_URL, POSTGRES_*
 - **auth**: JWT_SECRET, OAUTH_*
 - **redis**: REDIS_URL, REDIS_HOST, REDIS_PORT
-- **search**: SEARCH_API_KEY, ELASTICSEARCH_URL
+- **search**: SEARCH_*
 - **integrations**: GOOGLE_ANALYTICS_ID, SENTRY_DSN, SMTP_*
 - **security**: CORS_ORIGINS, ALLOWED_HOSTS
 - **logging**: LOG_LEVEL, DEBUG

main.py

@@ -22,7 +22,7 @@ from auth.oauth import oauth_callback, oauth_login
 from cache.precache import precache_data
 from cache.revalidator import revalidation_manager
 from rbac import initialize_rbac
-from services.search import check_search_service, initialize_search_index_background, search_service
+from services.search import check_search_service, search_service
 from services.viewed import ViewedStorage
 from settings import DEV_SERVER_PID_FILE_NAME
 from storage.redis import redis
@@ -188,7 +188,7 @@ async def dev_start() -> None:
 
 
 # Глобальная переменная для background tasks
-background_tasks = []
+background_tasks: list[asyncio.Task] = []
 
 
 @asynccontextmanager
@@ -210,24 +210,20 @@ async def lifespan(app: Starlette):
     """
     try:
         print("[lifespan] Starting application initialization")
-        
+
         # Запускаем миграции Alembic перед созданием таблиц
         print("[lifespan] Running database migrations...")
         try:
             import subprocess
-            result = subprocess.run(
+
-                ["alembic", "upgrade", "head"],
+            result = subprocess.run(["alembic", "upgrade", "head"], check=False, capture_output=True, text=True, cwd="/app")
-                capture_output=True,
-                text=True,
-                cwd="/app"
-            )
             if result.returncode == 0:
                 print("[lifespan] Database migrations completed successfully")
             else:
                 print(f"[lifespan] Warning: migrations failed: {result.stderr}")
         except Exception as e:
             print(f"[lifespan] Warning: could not run migrations: {e}")
-        
+
         create_all_tables()
 
         # Инициализируем RBAC систему с dependency injection
@@ -244,14 +240,9 @@ async def lifespan(app: Starlette):
             await dev_start()
         print("[lifespan] Basic initialization complete")
 
-        # Add a delay before starting the intensive search indexing
+        # Search service is now handled by Muvera automatically
-        print("[lifespan] Waiting for system stabilization before search indexing...")
+        # No need for background indexing tasks
-        await asyncio.sleep(1)  # 1-second delay to let the system stabilize
+        print("[lifespan] Search service initialized with Muvera")
-
-        # Start search indexing as a background task with lower priority
-        search_task = asyncio.create_task(initialize_search_index_background())
-        background_tasks.append(search_task)
-        # Не ждем завершения задачи, позволяем ей выполняться в фоне
 
         yield
     finally:

pyproject.toml

@@ -46,6 +46,7 @@ dependencies = [
     "types-python-dateutil",
     "types-redis",
     "types-PyJWT",
+    "muvera",
 ]
 
 # https://docs.astral.sh/uv/concepts/dependencies/#development-dependencies

requirements.txt

@@ -16,6 +16,7 @@ sqlalchemy>=2.0.0
 orjson>=3.9.0
 pydantic>=2.0.0
 alembic>=1.13.0
+muvera>=0.2.0
 
 # Type stubs
 types-requests>=2.31.0

resolvers/author.py

@@ -21,6 +21,7 @@ from orm.community import Community, CommunityAuthor, CommunityFollower
 from orm.shout import Shout, ShoutAuthor
 from resolvers.stat import get_with_stat
 from services.auth import login_required
+from services.search import search_service
 from storage.db import local_session
 from storage.redis import redis
 from storage.schema import mutation, query
@@ -445,9 +446,40 @@ async def load_authors_by(
 
 @query.field("load_authors_search")
 async def load_authors_search(_: None, info: GraphQLResolveInfo, **kwargs: Any) -> list[Any]:
-    """Search for authors"""
+    """Search for authors by name or bio using Muvera search service"""
-    # TODO: Implement search functionality
+    text = kwargs.get("text", "")
-    return []
+    limit = kwargs.get("limit", 10)
+    offset = kwargs.get("offset", 0)
+
+    if not text or len(text.strip()) < 2:
+        return []
+
+    try:
+        # Use Muvera search service for authors
+        search_results = await search_service.search_authors(text, limit, offset)
+
+        if not search_results:
+            return []
+
+        # Extract author IDs from search results
+        author_ids = [int(result["id"]) for result in search_results if result.get("id", "").isdigit()]
+
+        if not author_ids:
+            return []
+
+        # Fetch full author data from database
+        with local_session() as session:
+            authors = session.query(Author).where(Author.id.in_(author_ids)).all()
+
+            # Sort by search relevance (maintain order from search results)
+            author_dict = {author.id: author for author in authors}
+            sorted_authors = [author_dict.get(aid) for aid in author_ids if aid in author_dict]
+
+            return [author.dict() for author in sorted_authors if author]
+
+    except Exception as e:
+        logger.exception(f"Error in author search for '{text}': {e}")
+        return []
 
 
 def get_author_id_from(slug: str | None = None, user: str | None = None, author_id: int | None = None) -> int | None:

resolvers/draft.py

@@ -429,7 +429,7 @@ async def publish_draft(_: None, info: GraphQLResolveInfo, draft_id: int) -> dic
                 return {"error": f"Cannot publish draft: {error}"}
 
             # Проверяем, есть ли уже публикация для этого черновика
-            shout = None
+            shout: Any = None
             if draft.shout:
                 shout = session.query(Shout).where(Shout.id == draft.shout).first()
                 if shout:
@@ -463,6 +463,10 @@ async def publish_draft(_: None, info: GraphQLResolveInfo, draft_id: int) -> dic
                 session.add(shout)
                 session.flush()  # Получаем ID нового шаута
 
+            # Ensure shout is not None before proceeding
+            if not shout:
+                return {"error": "Failed to create or update shout"}
+
             # Очищаем существующие связи
             session.query(ShoutAuthor).where(ShoutAuthor.shout == shout.id).delete()
             session.query(ShoutTopic).where(ShoutTopic.shout == shout.id).delete()
@@ -493,7 +497,7 @@ async def publish_draft(_: None, info: GraphQLResolveInfo, draft_id: int) -> dic
             await notify_shout(shout.dict(), "published")
 
             # Обновляем поисковый индекс
-            await search_service.perform_index(shout)
+            search_service.index(shout)
 
             logger.info(f"Successfully published shout #{shout.id} from draft #{draft_id}")
             logger.debug(f"Shout data: {shout.dict()}")

resolvers/editor.py

@@ -553,7 +553,7 @@ async def update_shout(
                         await notify_shout(shout_by_id.dict(), "update")
                     else:
                         await notify_shout(shout_by_id.dict(), "published")
-                        # search service indexing
+                        # Обновляем поисковый индекс
                         search_service.index(shout_by_id)
                         for a in shout_by_id.authors:
                             await cache_by_id(Author, a.id, cache_author)

resolvers/reader.py

@@ -10,7 +10,7 @@ from orm.author import Author
 from orm.reaction import Reaction, ReactionKind
 from orm.shout import Shout, ShoutAuthor, ShoutTopic
 from orm.topic import Topic
-from services.search import SearchService, search_text
+from services.search import search_service
 from services.viewed import ViewedStorage
 from storage.db import json_array_builder, json_builder, local_session
 from storage.schema import query
@@ -491,8 +491,8 @@ async def load_shouts_search(
     logger.info(f"[load_shouts_search] Starting search for '{text}' with limit={limit}, offset={offset}")
 
     if isinstance(text, str) and len(text) > 2:
-        logger.debug(f"[load_shouts_search] Calling search_text service for '{text}'")
+        logger.debug(f"[load_shouts_search] Calling Muvera search service for '{text}'")
-        results = await search_text(text, limit, offset)
+        results = await search_service.search(text, limit, offset)
 
         logger.debug(f"[load_shouts_search] Search service returned {len(results)} results for '{text}'")
 
@@ -624,7 +624,6 @@ async def load_shouts_random_top(_: None, info: GraphQLResolveInfo, options: dic
 
 async def fetch_all_shouts(
     session: Session,
-    search_service: SearchService,
     limit: int = 100,
     offset: int = 0,
     search_query: str = "",

settings.py

@@ -91,4 +91,8 @@ MAILGUN_API_KEY = os.getenv("MAILGUN_API_KEY", "")
 MAILGUN_DOMAIN = os.getenv("MAILGUN_DOMAIN", "discours.io")
 
 
-TXTAI_SERVICE_URL = os.environ.get("TXTAI_SERVICE_URL", "none")
+# Search service configuration
+SEARCH_MAX_BATCH_SIZE = int(os.environ.get("SEARCH_MAX_BATCH_SIZE", "25"))
+SEARCH_CACHE_ENABLED = bool(os.environ.get("SEARCH_CACHE_ENABLED", "true").lower() in ["true", "1", "yes"])
+SEARCH_CACHE_TTL_SECONDS = int(os.environ.get("SEARCH_CACHE_TTL_SECONDS", "300"))
+SEARCH_PREFETCH_SIZE = int(os.environ.get("SEARCH_PREFETCH_SIZE", "200"))

storage/env.py

@@ -70,9 +70,10 @@ class EnvService:
         "REDIS_PASSWORD": "redis",
         "REDIS_DB": "redis",
         # Search
-        "SEARCH_API_KEY": "search",
+        "SEARCH_MAX_BATCH_SIZE": "search",
-        "ELASTICSEARCH_URL": "search",
+        "SEARCH_PREFETCH_SIZE": "search",
-        "SEARCH_INDEX": "search",
+        "SEARCH_CACHE_ENABLED": "search",
+        "SEARCH_CACHE_TTL_SECONDS": "search",
         # Integrations
         "GOOGLE_ANALYTICS_ID": "integrations",
         "SENTRY_DSN": "integrations",
@@ -108,7 +109,6 @@ class EnvService:
         "OAUTH_GITHUB_CLIENT_SECRET",
         "POSTGRES_PASSWORD",
         "REDIS_PASSWORD",
-        "SEARCH_API_KEY",
         "SENTRY_DSN",
         "SMTP_PASSWORD",
     }
@@ -140,9 +140,10 @@ class EnvService:
             "REDIS_PORT": "Порт Redis",
             "REDIS_PASSWORD": "Пароль Redis",
             "REDIS_DB": "Номер базы данных Redis",
-            "SEARCH_API_KEY": "API ключ для поиска",
+            "SEARCH_MAX_BATCH_SIZE": "Максимальный размер пакета для индексации",
-            "ELASTICSEARCH_URL": "URL Elasticsearch",
+            "SEARCH_PREFETCH_SIZE": "Размер кеша поиска",
-            "SEARCH_INDEX": "Индекс поиска",
+            "SEARCH_CACHE_ENABLED": "Включить кеширование поиска",
+            "SEARCH_CACHE_TTL_SECONDS": "Время жизни кеша поиска",
             "GOOGLE_ANALYTICS_ID": "Google Analytics ID",
             "SENTRY_DSN": "Sentry DSN",
             "SMTP_HOST": "SMTP сервер",

uv.lock

@@ -413,7 +413,7 @@ wheels = [
 
 [[package]]
 name = "discours-core"
-version = "0.9.8"
+version = "0.9.9"
 source = { editable = "." }
 dependencies = [
     { name = "alembic" },
@@ -425,6 +425,7 @@ dependencies = [
     { name = "gql" },
     { name = "granian" },
     { name = "httpx" },
+    { name = "muvera" },
     { name = "orjson" },
     { name = "psycopg2-binary" },
     { name = "pydantic" },
@@ -476,6 +477,7 @@ requires-dist = [
     { name = "gql" },
     { name = "granian" },
     { name = "httpx" },
+    { name = "muvera" },
     { name = "orjson" },
     { name = "psycopg2-binary" },
     { name = "pydantic" },
@@ -1034,6 +1036,19 @@ wheels = [
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 ]
 
+[[package]]
+name = "muvera"
+version = "0.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi" },
+    { name = "numpy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/be/57/8624c02b45978e7dce6cbe91f664284718055ce67e5b2d56c6ea3c81045c/muvera-0.2.0.tar.gz", hash = "sha256:61390f9b2e32ffb7f8022a2efc7acaef404fb2556883d14a3c4f5b527c59a477", size = 62497, upload-time = "2025-07-12T14:29:41.165Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/73/6a/ef5c0d64c3eb2a369042a7f2dc8617e71cc9c1558746b9fc3c50799f6130/muvera-0.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:ff216042f6253473f44d8e4405657c60f030ea4d8238ca2afd50876d7876f31a", size = 182682, upload-time = "2025-07-12T14:29:38.833Z" },
+]
+
 [[package]]
 name = "mypy"
 version = "1.17.1"
@@ -1081,6 +1096,87 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505", size = 4963, upload-time = "2025-04-22T14:54:22.983Z" },
 ]
 
+[[package]]
+name = "numpy"
+version = "2.3.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/37/7d/3fec4199c5ffb892bed55cff901e4f39a58c81df9c44c280499e92cad264/numpy-2.3.2.tar.gz", hash = "sha256:e0486a11ec30cdecb53f184d496d1c6a20786c81e55e41640270130056f8ee48", size = 20489306, upload-time = "2025-07-24T21:32:07.553Z" }
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