Improve coverage

Dockerfile.python

@@ -22,4 +22,4 @@ ENV PYTHONUNBUFFERED=1
 ENV PORT=8080
 
 # Run the application
-CMD ["uv", "run", "uvicorn", "capa_de_integracion.main:app", "--host", "0.0.0.0", "--port", "8080", "--workers", "4", "--limit-concurrency", "1000", "--backlog", "2048"]
+CMD ["uv", "run", "uvicorn", "capa_de_integracion.main:app", "--host", "0.0.0.0", "--port", "8080"]

pyproject.toml

@@ -34,7 +34,6 @@ build-backend = "uv_build"
 dev = [
     "fakeredis>=2.34.0",
     "inline-snapshot>=0.32.1",
-    "locust>=2.43.3",
     "pytest>=9.0.2",
     "pytest-asyncio>=1.3.0",
     "pytest-cov>=7.0.0",
@@ -49,7 +48,7 @@ exclude = ["tests", "scripts"]
 
 [tool.ruff.lint]
 select = ['ALL']
-ignore = ['D203', 'D213', 'COM812']
+ignore = ['D203', 'D213']
 
 [tool.ty.src]
 include = ["src"]
@@ -74,7 +73,7 @@ filterwarnings = [
 ]
 
 env = [
-    "FIRESTORE_EMULATOR_HOST=[::1]:8462",
+    "FIRESTORE_EMULATOR_HOST=[::1]:8911",
     "GCP_PROJECT_ID=test-project",
     "GCP_LOCATION=us-central1",
     "GCP_FIRESTORE_DATABASE_ID=(default)",

scripts/load_test.py

@@ -1,29 +1,40 @@
-"""Locust load testing for capa-de-integracion service.
+#!/usr/bin/env -S uv run
+# /// script
+# requires-python = ">=3.12"
+# dependencies = [
+#   "locust>=2.32.5",
+# ]
+# ///
+"""Locust load testing script for capa-de-integracion service.
 
 Usage:
     # Run with web UI (default port 8089)
-    locust --host http://localhost:8080
+    uv run scripts/load_test.py
 
     # Run headless with specific users and spawn rate
-    locust --host http://localhost:8080 --headless -u 100 -r 10
+    uv run scripts/load_test.py --headless -u 100 -r 10
+
+    # Run against specific host
+    uv run scripts/load_test.py --host http://localhost:8080
 
     # Run for specific duration
-    locust --host http://localhost:8080 --headless -u 50 -r 5 --run-time 5m
+    uv run scripts/load_test.py --headless -u 50 -r 5 --run-time 5m
 """
 
 import random
-
 from locust import HttpUser, between, task
 
 
 class ConversationUser(HttpUser):
     """Simulate users interacting with the conversation API."""
 
-    wait_time = between(1, 3)
+    wait_time = between(1, 3)  # Wait 1-3 seconds between tasks
+    host = "http://localhost:8080"
 
+    # Sample data for realistic load testing
     phone_numbers = [
         f"555-{1000 + i:04d}" for i in range(100)
-    ]
+    ]  # 100 unique phone numbers
 
     conversation_messages = [
         "Hola",
@@ -46,21 +57,15 @@ class ConversationUser(HttpUser):
 
     screen_contexts = [
         "home",
-        "pagos",
-        "transferencia",
-        "prestamos",
-        "inversiones",
-        "lealtad",
-        "finanzas",
-        "capsulas",
-        "descubre",
-        "retiro-sin-tarjeta",
-        "detalle-tdc",
-        "detalle-tdd",
+        "card_management",
+        "account_details",
+        "transfers",
+        "help_center",
     ]
 
     def on_start(self):
         """Called when a simulated user starts."""
+        # Assign a phone number to this user for the session
         self.phone = random.choice(self.phone_numbers)
         self.nombre = f"Usuario_{self.phone.replace('-', '')}"
 
@@ -168,7 +173,8 @@ class ConversationFlowUser(HttpUser):
     """Simulate realistic conversation flows with multiple interactions."""
 
     wait_time = between(2, 5)
-    weight = 2
+    host = "http://localhost:8080"
+    weight = 2  # This user class will be 2x more likely to be chosen
 
     def on_start(self):
         """Initialize user session."""
@@ -178,15 +184,17 @@ class ConversationFlowUser(HttpUser):
     @task
     def complete_conversation_flow(self):
         """Simulate a complete conversation flow."""
+        # Step 1: Start with quick replies
         screen_payload = {
             "usuario": {
                 "telefono": self.phone,
                 "nombre": self.nombre,
             },
-            "pantallaContexto": "home",
+            "pantallaContexto": "help_center",
         }
         self.client.post("/api/v1/quick-replies/screen", json=screen_payload)
 
+        # Step 2: Have a conversation
         conversation_steps = [
             "Hola, necesito ayuda",
             "¿Cómo puedo verificar mi saldo?",
@@ -201,7 +209,23 @@ class ConversationFlowUser(HttpUser):
                     "nickname": self.nombre,
                 },
                 "canal": "mobile",
-                "pantallaContexto": "home",
+                "pantallaContexto": "help_center",
             }
             self.client.post("/api/v1/dialogflow/detect-intent", json=payload)
+            # Small delay between messages
             self.wait()
+
+
+if __name__ == "__main__":
+    import os
+    import sys
+
+    # Set default host if not provided via command line
+    if "--host" not in sys.argv and "HOST" not in os.environ:
+        os.environ["HOST"] = "http://localhost:8080"
+
+    # Import and run locust
+    from locust import main as locust_main
+
+    # Run locust with command line arguments
+    sys.exit(locust_main.main())

src/capa_de_integracion/config.py

@@ -9,7 +9,7 @@ from pydantic_settings import BaseSettings, SettingsConfigDict
 class Settings(BaseSettings):
     """Application configuration from environment variables."""
 
-    model_config = SettingsConfigDict(env_file=".env", extra="ignore")
+    model_config = SettingsConfigDict(env_file=".env")
 
     # GCP General
     gcp_project_id: str
@@ -18,20 +18,17 @@ class Settings(BaseSettings):
     # RAG
     rag_endpoint_url: str
     rag_echo_enabled: bool = Field(
-        default=False,
-        alias="RAG_ECHO_ENABLED",
+        default=False, alias="RAG_ECHO_ENABLED",
     )
 
     # Firestore
     firestore_database_id: str = Field(..., alias="GCP_FIRESTORE_DATABASE_ID")
     firestore_host: str = Field(
-        default="firestore.googleapis.com",
-        alias="GCP_FIRESTORE_HOST",
+        default="firestore.googleapis.com", alias="GCP_FIRESTORE_HOST",
     )
     firestore_port: int = Field(default=443, alias="GCP_FIRESTORE_PORT")
     firestore_importer_enabled: bool = Field(
-        default=False,
-        alias="GCP_FIRESTORE_IMPORTER_ENABLE",
+        default=False, alias="GCP_FIRESTORE_IMPORTER_ENABLE",
     )
 
     # Redis
@@ -44,12 +41,10 @@ class Settings(BaseSettings):
 
     # Conversation Context
     conversation_context_message_limit: int = Field(
-        default=60,
-        alias="CONVERSATION_CONTEXT_MESSAGE_LIMIT",
+        default=60, alias="CONVERSATION_CONTEXT_MESSAGE_LIMIT",
     )
     conversation_context_days_limit: int = Field(
-        default=30,
-        alias="CONVERSATION_CONTEXT_DAYS_LIMIT",
+        default=30, alias="CONVERSATION_CONTEXT_DAYS_LIMIT",
     )
 
     # Logging

src/capa_de_integracion/dependencies.py

@@ -1,7 +1,5 @@
 """Dependency injection and service lifecycle management."""
 
-import asyncio
-import logging
 from functools import lru_cache
 
 from capa_de_integracion.services.rag import (
@@ -16,13 +14,10 @@ from .services import (
     DLPService,
     NotificationManagerService,
     QuickReplyContentService,
-    QuickReplySessionService,
 )
-from .services.conversation import get_background_tasks as conv_bg_tasks
-from .services.notifications import get_background_tasks as notif_bg_tasks
-from .services.storage import FirestoreService, RedisService
-
-logger = logging.getLogger(__name__)
+from .services.firestore_service import FirestoreService
+from .services.quick_reply_session_service import QuickReplySessionService
+from .services.redis_service import RedisService
 
 
 @lru_cache(maxsize=1)
@@ -112,12 +107,6 @@ async def startup_services() -> None:
 
 async def shutdown_services() -> None:
     """Close all service connections on shutdown."""
-    # Drain in-flight background tasks before closing connections
-    all_tasks = conv_bg_tasks() | notif_bg_tasks()
-    if all_tasks:
-        logger.info("Draining %d background tasks before shutdown…", len(all_tasks))
-        await asyncio.gather(*all_tasks, return_exceptions=True)
-
     # Close Redis
     redis = get_redis_service()
     await redis.close()

src/capa_de_integracion/main.py

@@ -71,25 +71,11 @@ async def health_check() -> dict[str, str]:
 
 def main() -> None:
     """Entry point for CLI."""
-    import argparse
-
-    parser = argparse.ArgumentParser(description="Capa de Integración server")
-    parser.add_argument("--host", default="0.0.0.0", help="Bind host (default: 0.0.0.0)")  # noqa: S104
-    parser.add_argument("--port", type=int, default=8080, help="Bind port (default: 8080)")
-    parser.add_argument("--workers", type=int, default=1, help="Number of worker processes (default: 1)")
-    parser.add_argument("--limit-concurrency", type=int, default=None, help="Max concurrent connections per worker")
-    parser.add_argument("--backlog", type=int, default=2048, help="TCP listen backlog (default: 2048)")
-    parser.add_argument("--reload", action="store_true", help="Enable auto-reload (dev only)")
-    args = parser.parse_args()
-
     uvicorn.run(
         "capa_de_integracion.main:app",
-        host=args.host,
-        port=args.port,
-        workers=args.workers,
-        limit_concurrency=args.limit_concurrency,
-        backlog=args.backlog,
-        reload=args.reload,
+        host="0.0.0.0",  # noqa: S104
+        port=8080,
+        reload=True,
     )
 
 

src/capa_de_integracion/models/conversation.py

@@ -51,8 +51,7 @@ class ConversationEntry(BaseModel):
     entity: Literal["user", "assistant"]
     type: str = Field(..., alias="type")  # "INICIO", "CONVERSACION", "LLM"
     timestamp: datetime = Field(
-        default_factory=lambda: datetime.now(UTC),
-        alias="timestamp",
+        default_factory=lambda: datetime.now(UTC), alias="timestamp",
     )
     text: str = Field(..., alias="text")
     parameters: dict[str, Any] | None = Field(None, alias="parameters")
@@ -68,12 +67,10 @@ class ConversationSession(BaseModel):
     user_id: str = Field(..., alias="userId")
     telefono: str = Field(..., alias="telefono")
     created_at: datetime = Field(
-        default_factory=lambda: datetime.now(UTC),
-        alias="createdAt",
+        default_factory=lambda: datetime.now(UTC), alias="createdAt",
     )
     last_modified: datetime = Field(
-        default_factory=lambda: datetime.now(UTC),
-        alias="lastModified",
+        default_factory=lambda: datetime.now(UTC), alias="lastModified",
     )
     last_message: str | None = Field(None, alias="lastMessage")
     pantalla_contexto: str | None = Field(None, alias="pantallaContexto")

src/capa_de_integracion/models/notification.py

@@ -13,9 +13,7 @@ class Notification(BaseModel):
     """
 
     id_notificacion: str = Field(
-        ...,
-        alias="idNotificacion",
-        description="Unique notification ID",
+        ..., alias="idNotificacion", description="Unique notification ID",
     )
     telefono: str = Field(..., alias="telefono", description="User phone number")
     timestamp_creacion: datetime = Field(
@@ -40,9 +38,7 @@ class Notification(BaseModel):
         description="Session parameters for Dialogflow",
     )
     status: str = Field(
-        default="active",
-        alias="status",
-        description="Notification status",
+        default="active", alias="status", description="Notification status",
     )
 
     model_config = {"populate_by_name": True}
@@ -73,18 +69,16 @@ class Notification(BaseModel):
             New Notification instance with current timestamp
 
         """
-        return cls.model_validate(
-            {
-                "idNotificacion": id_notificacion,
-                "telefono": telefono,
-                "timestampCreacion": datetime.now(UTC),
-                "texto": texto,
-                "nombreEventoDialogflow": nombre_evento_dialogflow,
-                "codigoIdiomaDialogflow": codigo_idioma_dialogflow,
-                "parametros": parametros or {},
-                "status": status,
-            }
-        )
+        return cls.model_validate({
+            "idNotificacion": id_notificacion,
+            "telefono": telefono,
+            "timestampCreacion": datetime.now(UTC),
+            "texto": texto,
+            "nombreEventoDialogflow": nombre_evento_dialogflow,
+            "codigoIdiomaDialogflow": codigo_idioma_dialogflow,
+            "parametros": parametros or {},
+            "status": status,
+        })
 
 
 class NotificationSession(BaseModel):
@@ -117,9 +111,7 @@ class ExternalNotificationRequest(BaseModel):
     texto: str = Field(..., min_length=1)
     telefono: str = Field(..., alias="telefono", description="User phone number")
     parametros_ocultos: dict[str, Any] | None = Field(
-        None,
-        alias="parametrosOcultos",
-        description="Hidden parameters (metadata)",
+        None, alias="parametrosOcultos", description="Hidden parameters (metadata)",
     )
 
     model_config = {"populate_by_name": True}

src/capa_de_integracion/routers/conversation.py

@@ -17,12 +17,9 @@ router = APIRouter(prefix="/api/v1/dialogflow", tags=["conversation"])
 @router.post("/detect-intent")
 async def detect_intent(
     request: ConversationRequest,
-    conversation_manager: Annotated[
-        ConversationManagerService,
-        Depends(
-            get_conversation_manager,
-        ),
-    ],
+    conversation_manager: Annotated[ConversationManagerService, Depends(
+        get_conversation_manager,
+    )],
 ) -> DetectIntentResponse:
     """Detect user intent and manage conversation.
 

src/capa_de_integracion/routers/notification.py

@@ -7,7 +7,7 @@ from fastapi import APIRouter, Depends, HTTPException
 
 from capa_de_integracion.dependencies import get_notification_manager
 from capa_de_integracion.models.notification import ExternalNotificationRequest
-from capa_de_integracion.services import NotificationManagerService
+from capa_de_integracion.services.notification_manager import NotificationManagerService
 
 logger = logging.getLogger(__name__)
 router = APIRouter(prefix="/api/v1/dialogflow", tags=["notifications"])
@@ -16,12 +16,9 @@ router = APIRouter(prefix="/api/v1/dialogflow", tags=["notifications"])
 @router.post("/notification", status_code=200)
 async def process_notification(
     request: ExternalNotificationRequest,
-    notification_manager: Annotated[
-        NotificationManagerService,
-        Depends(
-            get_notification_manager,
-        ),
-    ],
+    notification_manager: Annotated[NotificationManagerService, Depends(
+        get_notification_manager,
+    )],
 ) -> None:
     """Process push notification from external system.
 
@@ -39,7 +36,7 @@ async def process_notification(
         notification_manager: Notification manager service instance
 
     Returns:
-        None (200 OK with empty body)
+        None (204 No Content)
 
     Raises:
         HTTPException: 400 if validation fails, 500 for internal errors

src/capa_de_integracion/routers/quick_replies.py

@@ -10,7 +10,9 @@ from capa_de_integracion.dependencies import (
     get_quick_reply_session_service,
 )
 from capa_de_integracion.models.quick_replies import QuickReplyScreen
-from capa_de_integracion.services import QuickReplySessionService
+from capa_de_integracion.services.quick_reply_session_service import (
+    QuickReplySessionService,
+)
 
 logger = logging.getLogger(__name__)
 router = APIRouter(prefix="/api/v1/quick-replies", tags=["quick-replies"])
@@ -43,8 +45,7 @@ class QuickReplyScreenResponse(BaseModel):
 async def start_quick_reply_session(
     request: QuickReplyScreenRequest,
     quick_reply_session_service: Annotated[
-        QuickReplySessionService,
-        Depends(get_quick_reply_session_service),
+        QuickReplySessionService, Depends(get_quick_reply_session_service),
     ],
 ) -> QuickReplyScreenResponse:
     """Start a quick reply FAQ session for a specific screen.

src/capa_de_integracion/services/__init__.py

@@ -1,10 +1,10 @@
 """Services module."""
 
-from capa_de_integracion.services.conversation import ConversationManagerService
-from capa_de_integracion.services.dlp import DLPService
-from capa_de_integracion.services.notifications import NotificationManagerService
-from capa_de_integracion.services.quick_reply.content import QuickReplyContentService
-from capa_de_integracion.services.quick_reply.session import QuickReplySessionService
+from .conversation_manager import ConversationManagerService
+from .dlp_service import DLPService
+from .notification_manager import NotificationManagerService
+from .quick_reply_content import QuickReplyContentService
+from .quick_reply_session_service import QuickReplySessionService
 
 __all__ = [
     "ConversationManagerService",

src/capa_de_integracion/services/conversation.py

@@ -1,634 +0,0 @@
-"""Conversation manager service for orchestrating user conversations."""
-
-import asyncio
-import logging
-import re
-from datetime import UTC, datetime, timedelta
-from uuid import uuid4
-
-from capa_de_integracion.config import Settings
-from capa_de_integracion.models import (
-    ConversationEntry,
-    ConversationRequest,
-    ConversationSession,
-    DetectIntentResponse,
-    QueryResult,
-)
-from capa_de_integracion.models.notification import NotificationSession
-from capa_de_integracion.services.dlp import DLPService
-from capa_de_integracion.services.quick_reply.content import QuickReplyContentService
-from capa_de_integracion.services.rag import RAGServiceBase
-from capa_de_integracion.services.storage.firestore import FirestoreService
-from capa_de_integracion.services.storage.redis import RedisService
-
-logger = logging.getLogger(__name__)
-
-# Keep references to background tasks to prevent garbage collection
-_background_tasks: set[asyncio.Task[None]] = set()
-
-
-def get_background_tasks() -> set[asyncio.Task[None]]:
-    """Return the set of pending background tasks (for graceful shutdown)."""
-    return _background_tasks
-
-MSG_EMPTY_MESSAGE = "Message cannot be empty"
-
-
-class ConversationManagerService:
-    """Central orchestrator for managing user conversations."""
-
-    SESSION_RESET_THRESHOLD_MINUTES = 30
-    SCREEN_CONTEXT_TIMEOUT_MINUTES = 10
-    CONV_HISTORY_PARAM = "conversation_history"
-    HISTORY_PARAM = "historial"
-
-    def __init__(
-        self,
-        settings: Settings,
-        rag_service: RAGServiceBase,
-        redis_service: RedisService,
-        firestore_service: FirestoreService,
-        dlp_service: DLPService,
-    ) -> None:
-        """Initialize conversation manager."""
-        self.settings = settings
-        self.rag_service = rag_service
-        self.redis_service = redis_service
-        self.firestore_service = firestore_service
-        self.dlp_service = dlp_service
-        self.quick_reply_service = QuickReplyContentService(settings)
-
-        logger.info("ConversationManagerService initialized successfully")
-
-    def _validate_message(self, mensaje: str) -> None:
-        """Validate message is not empty.
-
-        Args:
-            mensaje: Message text to validate
-
-        Raises:
-            ValueError: If message is empty or whitespace
-
-        """
-        if not mensaje or not mensaje.strip():
-            raise ValueError(MSG_EMPTY_MESSAGE)
-
-    async def manage_conversation(
-        self,
-        request: ConversationRequest,
-    ) -> DetectIntentResponse:
-        """Manage conversation flow and return response.
-
-        Orchestrates:
-        1. Validation
-        2. Security (DLP obfuscation)
-        3. Session management
-        4. Quick reply path (if applicable)
-        5. Standard RAG path (fallback)
-
-        Args:
-            request: External conversation request from client
-
-        Returns:
-            Detect intent response from Dialogflow
-
-        """
-        try:
-            # Step 1: Validate message is not empty
-            self._validate_message(request.mensaje)
-
-            # Step 2+3: Apply DLP security and obtain session in parallel
-            telefono = request.usuario.telefono
-            obfuscated_message, session = await asyncio.gather(
-                self.dlp_service.get_obfuscated_string(
-                    request.mensaje,
-                    self.settings.dlp_template_complete_flow,
-                ),
-                self._obtain_or_create_session(telefono),
-            )
-            request.mensaje = obfuscated_message
-
-            # Step 4: Try quick reply path first
-            response = await self._handle_quick_reply_path(request, session)
-            if response:
-                return response
-
-            # Step 5: Fall through to standard conversation path
-            return await self._handle_standard_conversation(request, session)
-
-        except Exception:
-            logger.exception("Error managing conversation")
-            raise
-
-    async def _obtain_or_create_session(self, telefono: str) -> ConversationSession:
-        """Get existing session or create new one.
-
-        Checks Redis → Firestore → Creates new session with auto-caching.
-
-        Args:
-            telefono: User phone number
-
-        Returns:
-            ConversationSession instance
-
-        """
-        # Try Redis first
-        session = await self.redis_service.get_session(telefono)
-        if session:
-            return session
-
-        # Try Firestore if Redis miss
-        session = await self.firestore_service.get_session_by_phone(telefono)
-        if session:
-            # Cache to Redis for subsequent requests
-            await self.redis_service.save_session(session)
-            return session
-
-        # Create new session if both miss
-        session_id = str(uuid4())
-        user_id = f"user_by_phone_{telefono.replace(' ', '').replace('-', '')}"
-        session = await self.firestore_service.create_session(
-            session_id,
-            user_id,
-            telefono,
-        )
-
-        # Auto-cache to Redis
-        await self.redis_service.save_session(session)
-
-        return session
-
-    async def _save_conversation_turn(
-        self,
-        session_id: str,
-        user_text: str,
-        assistant_text: str,
-        entry_type: str,
-        canal: str | None = None,
-    ) -> None:
-        """Save user and assistant messages to Firestore.
-
-        Args:
-            session_id: Session identifier
-            user_text: User message text
-            assistant_text: Assistant response text
-            entry_type: Type of conversation entry ("CONVERSACION" or "LLM")
-            canal: Communication channel
-
-        """
-        # Save user and assistant entries in parallel.
-        # Use a single timestamp for both, but offset the assistant entry by 1µs
-        # to avoid Firestore document ID collision (save_entry uses isoformat()
-        # as the document ID).
-        now = datetime.now(UTC)
-        user_entry = ConversationEntry(
-            entity="user",
-            type=entry_type,
-            timestamp=now,
-            text=user_text,
-            parameters=None,
-            canal=canal,
-        )
-        assistant_entry = ConversationEntry(
-            entity="assistant",
-            type=entry_type,
-            timestamp=now + timedelta(microseconds=1),
-            text=assistant_text,
-            parameters=None,
-            canal=canal,
-        )
-        await asyncio.gather(
-            self.firestore_service.save_entry(session_id, user_entry),
-            self.firestore_service.save_entry(session_id, assistant_entry),
-        )
-
-    async def _update_session_after_turn(
-        self,
-        session: ConversationSession,
-        last_message: str,
-    ) -> None:
-        """Update session metadata and sync to storage.
-
-        Updates last_message, last_modified timestamp, and saves to
-        both Firestore and Redis for dual-storage consistency.
-
-        Args:
-            session: Session to update (modified in place)
-            last_message: Latest message text
-
-        """
-        session.last_message = last_message
-        session.last_modified = datetime.now(UTC)
-        await asyncio.gather(
-            self.firestore_service.save_session(session),
-            self.redis_service.save_session(session),
-        )
-
-    async def _handle_quick_reply_path(
-        self,
-        request: ConversationRequest,
-        session: ConversationSession,
-    ) -> DetectIntentResponse | None:
-        """Handle conversation when pantalla_contexto is active and valid.
-
-        Args:
-            request: User conversation request
-            session: Current conversation session
-
-        Returns:
-            DetectIntentResponse if handled, None if fall through to standard path
-
-        """
-        # Check if pantalla_contexto exists
-        if not session.pantalla_contexto:
-            return None
-
-        # Check if pantalla_contexto is stale
-        if not self._is_pantalla_context_valid(session.last_modified):
-            logger.info(
-                "Detected STALE 'pantallaContexto'. "
-                "Ignoring and proceeding with normal flow.",
-            )
-            return None
-
-        logger.info(
-            "Detected 'pantallaContexto' in session: %s. "
-            "Delegating to QuickReplies flow.",
-            session.pantalla_contexto,
-        )
-
-        response = await self._manage_quick_reply_conversation(
-            request,
-            session.pantalla_contexto,
-        )
-
-        if not response:
-            return None
-
-        # Extract response text
-        response_text = (
-            response.query_result.response_text if response.query_result else ""
-        ) or ""
-
-        # Fire-and-forget: persist conversation turn and update session
-        async def _post_response() -> None:
-            try:
-                await asyncio.gather(
-                    self._save_conversation_turn(
-                        session_id=session.session_id,
-                        user_text=request.mensaje,
-                        assistant_text=response_text,
-                        entry_type="CONVERSACION",
-                        canal=getattr(request, "canal", None),
-                    ),
-                    self._update_session_after_turn(session, response_text),
-                )
-            except Exception:
-                logger.exception("Error in quick-reply post-response work")
-
-        task = asyncio.create_task(_post_response())
-        _background_tasks.add(task)
-        task.add_done_callback(_background_tasks.discard)
-
-        return response
-
-    async def _handle_standard_conversation(
-        self,
-        request: ConversationRequest,
-        session: ConversationSession,
-    ) -> DetectIntentResponse:
-        """Handle standard RAG-based conversation flow.
-
-        Loads history, notifications, queries RAG service, and persists results.
-
-        Args:
-            request: User conversation request
-            session: Current conversation session
-
-        Returns:
-            DetectIntentResponse with RAG response
-
-        """
-        telefono = request.usuario.telefono
-        nickname = request.usuario.nickname
-
-        logger.info(
-            "Primary Check (Redis): Looking up session for phone: %s",
-            telefono,
-        )
-
-        # Load conversation history and notifications in parallel
-        session_age = datetime.now(UTC) - session.created_at
-        load_history = session_age > timedelta(
-            minutes=self.SESSION_RESET_THRESHOLD_MINUTES,
-        )
-
-        if load_history:
-            entries, notifications = await asyncio.gather(
-                self.firestore_service.get_entries(
-                    session.session_id,
-                    limit=self.settings.conversation_context_message_limit,
-                ),
-                self._get_active_notifications(telefono),
-            )
-            logger.info(
-                "Session is %s minutes old. Loaded %s conversation entries.",
-                session_age.total_seconds() / 60,
-                len(entries),
-            )
-        else:
-            entries = []
-            notifications = await self._get_active_notifications(telefono)
-            logger.info(
-                "Session is only %s minutes old. Skipping history load.",
-                session_age.total_seconds() / 60,
-            )
-
-        logger.info("Retrieved %s active notifications", len(notifications))
-
-        # Prepare current user message
-        messages = await self._prepare_rag_messages(request.mensaje)
-
-        # Extract notification texts for RAG
-        notification_texts = (
-            [n.texto for n in notifications if n.texto and n.texto.strip()]
-            if notifications
-            else None
-        )
-
-        # Format conversation history for RAG
-        conversation_history = (
-            self._format_conversation_history(session, entries) if entries else None
-        )
-
-        # Query RAG service with separated fields
-        logger.info("Sending query to RAG service")
-        assistant_response = await self.rag_service.query(
-            messages=messages,
-            notifications=notification_texts,
-            conversation_history=conversation_history,
-            user_nickname=nickname or None,
-        )
-        logger.info(
-            "Received response from RAG service: %s...",
-            assistant_response[:100],
-        )
-
-        # Build response object first, then fire-and-forget persistence
-        response = DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(
-                responseText=assistant_response,
-                parameters=None,
-            ),
-            quick_replies=None,
-        )
-
-        # Fire-and-forget: persist conversation and update session
-        async def _post_response() -> None:
-            try:
-                coros = [
-                    self._save_conversation_turn(
-                        session_id=session.session_id,
-                        user_text=request.mensaje,
-                        assistant_text=assistant_response,
-                        entry_type="LLM",
-                        canal=getattr(request, "canal", None),
-                    ),
-                    self._update_session_after_turn(session, assistant_response),
-                ]
-                if notifications:
-                    coros.append(self._mark_notifications_as_processed(telefono))
-                await asyncio.gather(*coros)
-            except Exception:
-                logger.exception("Error in post-response background work")
-
-        task = asyncio.create_task(_post_response())
-        _background_tasks.add(task)
-        task.add_done_callback(_background_tasks.discard)
-
-        return response
-
-    def _is_pantalla_context_valid(self, last_modified: datetime) -> bool:
-        """Check if pantallaContexto is still valid (not stale)."""
-        time_diff = datetime.now(UTC) - last_modified
-        return time_diff < timedelta(minutes=self.SCREEN_CONTEXT_TIMEOUT_MINUTES)
-
-    async def _manage_quick_reply_conversation(
-        self,
-        request: ConversationRequest,
-        screen_id: str,
-    ) -> DetectIntentResponse | None:
-        """Handle conversation within Quick Replies context."""
-        quick_reply_screen = await self.quick_reply_service.get_quick_replies(screen_id)
-
-        # If no questions available, delegate to normal conversation flow
-        if not quick_reply_screen.preguntas:
-            logger.warning("No quick replies found for screen: %s.", screen_id)
-            return None
-
-        # Match user message to a quick reply question
-        user_message_lower = request.mensaje.lower().strip()
-        matched_answer = None
-
-        for pregunta in quick_reply_screen.preguntas:
-            # Simple matching: check if question title matches user message
-            if pregunta.titulo.lower().strip() == user_message_lower:
-                matched_answer = pregunta.respuesta
-                logger.info("Matched quick reply: %s", pregunta.titulo)
-                break
-
-        # If no match, delegate to normal flow
-        if not matched_answer:
-            logger.warning(
-                "No matching quick reply found for message: '%s'. Falling back to RAG.",
-                request.mensaje,
-            )
-            return None
-
-        # Create response with the matched quick reply answer
-        return DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(responseText=matched_answer, parameters=None),
-            quick_replies=quick_reply_screen,
-        )
-
-    async def _get_active_notifications(self, telefono: str) -> list:
-        """Retrieve active notifications for a user from Redis or Firestore.
-
-        Args:
-            telefono: User phone number
-
-        Returns:
-            List of active Notification objects
-
-        """
-        try:
-            # Try Redis first
-            notification_session = await self.redis_service.get_notification_session(
-                telefono,
-            )
-
-            # If not in Redis, try Firestore
-            if not notification_session:
-                # Firestore uses phone as document ID for notifications
-                doc_ref = self.firestore_service.db.collection(
-                    self.firestore_service.notifications_collection,
-                ).document(telefono)
-                doc = await doc_ref.get()
-
-                if doc.exists:
-                    data = doc.to_dict()
-                    notification_session = NotificationSession.model_validate(data)
-
-            # Filter for active notifications only
-            if notification_session and notification_session.notificaciones:
-                active_notifications = [
-                    notif
-                    for notif in notification_session.notificaciones
-                    if notif.status == "active"
-                ]
-            else:
-                active_notifications = []
-
-        except Exception:
-            logger.exception("Error retrieving notifications for %s", telefono)
-            return []
-        else:
-            return active_notifications
-
-    async def _prepare_rag_messages(
-        self,
-        user_message: str,
-    ) -> list[dict[str, str]]:
-        """Prepare current user message for RAG service.
-
-        Args:
-            user_message: Current user message
-
-        Returns:
-            List with single user message
-
-        """
-        # Only include the current user message - no system messages
-        return [{"role": "user", "content": user_message}]
-
-    async def _mark_notifications_as_processed(self, telefono: str) -> None:
-        """Mark all notifications for a user as processed.
-
-        Args:
-            telefono: User phone number
-
-        """
-        try:
-            # Update status in Firestore
-            await self.firestore_service.update_notification_status(
-                telefono,
-                "processed",
-            )
-
-            # Update or delete from Redis
-            await self.redis_service.delete_notification_session(telefono)
-
-            logger.info("Marked notifications as processed for %s", telefono)
-
-        except Exception:
-            logger.exception(
-                "Error marking notifications as processed for %s",
-                telefono,
-            )
-
-    def _format_conversation_history(
-        self,
-        session: ConversationSession,  # noqa: ARG002
-        entries: list[ConversationEntry],
-    ) -> str:
-        """Format conversation history with business rule limits.
-
-        Applies limits:
-        - Date: 30 days maximum
-        - Count: 60 messages maximum
-        - Size: 50KB maximum
-
-        Args:
-            session: Conversation session
-            entries: List of conversation entries
-
-        Returns:
-            Formatted conversation text
-
-        """
-        if not entries:
-            return ""
-
-        # Filter by date (30 days)
-        cutoff_date = datetime.now(UTC) - timedelta(
-            days=self.settings.conversation_context_days_limit,
-        )
-        recent_entries = [
-            e for e in entries if e.timestamp and e.timestamp >= cutoff_date
-        ]
-
-        # Sort by timestamp (oldest first) and limit count
-        recent_entries.sort(key=lambda e: e.timestamp)
-        limited_entries = recent_entries[
-            -self.settings.conversation_context_message_limit :
-        ]
-
-        # Format with size truncation (50KB)
-        return self._format_entries_with_size_limit(limited_entries)
-
-    def _format_entries_with_size_limit(self, entries: list[ConversationEntry]) -> str:
-        """Format entries with 50KB size limit.
-
-        Builds from newest to oldest, stopping at size limit.
-
-        Args:
-            entries: List of conversation entries
-
-        Returns:
-            Formatted text, truncated if necessary
-
-        """
-        if not entries:
-            return ""
-
-        max_bytes = 50 * 1024  # 50KB
-        formatted_messages = [self._format_entry(entry) for entry in entries]
-
-        # Build from newest to oldest
-        text_block = []
-        current_size = 0
-
-        for message in reversed(formatted_messages):
-            message_line = message + "\n"
-            message_bytes = len(message_line.encode("utf-8"))
-
-            if current_size + message_bytes > max_bytes:
-                break
-
-            text_block.insert(0, message_line)
-            current_size += message_bytes
-
-        return "".join(text_block).strip()
-
-    def _format_entry(self, entry: ConversationEntry) -> str:
-        """Format a single conversation entry.
-
-        Args:
-            entry: Conversation entry
-
-        Returns:
-            Formatted string (e.g., "User: hello", "Assistant: hi there")
-
-        """
-        # Map entity to prefix (fixed bug from Java port!)
-        prefix = "User: " if entry.entity == "user" else "Assistant: "
-
-        # Clean content if needed
-        content = entry.text
-        if entry.entity == "assistant":
-            # Remove trailing JSON artifacts like {...}
-            content = re.sub(r"\s*\{.*\}\s*$", "", content).strip()
-
-        return prefix + content

src/capa_de_integracion/services/conversation_manager.py

@@ -0,0 +1,498 @@
+"""Conversation manager service for orchestrating user conversations."""
+
+import logging
+import re
+from datetime import UTC, datetime, timedelta
+from uuid import uuid4
+
+from capa_de_integracion.config import Settings
+from capa_de_integracion.models import (
+    ConversationEntry,
+    ConversationRequest,
+    ConversationSession,
+    DetectIntentResponse,
+    QueryResult,
+)
+from capa_de_integracion.models.notification import NotificationSession
+from capa_de_integracion.services.rag import RAGServiceBase
+
+from .dlp_service import DLPService
+from .firestore_service import FirestoreService
+from .quick_reply_content import QuickReplyContentService
+from .redis_service import RedisService
+
+logger = logging.getLogger(__name__)
+
+
+class ConversationManagerService:
+    """Central orchestrator for managing user conversations."""
+
+    SESSION_RESET_THRESHOLD_MINUTES = 30
+    SCREEN_CONTEXT_TIMEOUT_MINUTES = 10
+    CONV_HISTORY_PARAM = "conversation_history"
+    HISTORY_PARAM = "historial"
+
+    def __init__(
+        self,
+        settings: Settings,
+        rag_service: RAGServiceBase,
+        redis_service: RedisService,
+        firestore_service: FirestoreService,
+        dlp_service: DLPService,
+    ) -> None:
+        """Initialize conversation manager."""
+        self.settings = settings
+        self.rag_service = rag_service
+        self.redis_service = redis_service
+        self.firestore_service = firestore_service
+        self.dlp_service = dlp_service
+        self.quick_reply_service = QuickReplyContentService(settings)
+
+        logger.info("ConversationManagerService initialized successfully")
+
+    async def manage_conversation(  # noqa: PLR0915
+        self, request: ConversationRequest,
+    ) -> DetectIntentResponse:
+        """Manage conversation flow and return response.
+
+        Args:
+            request: External conversation request from client
+
+        Returns:
+            Detect intent response from Dialogflow
+
+        """
+        try:
+            # Step 1: DLP obfuscation
+            obfuscated_message = await self.dlp_service.get_obfuscated_string(
+                request.mensaje,
+                self.settings.dlp_template_complete_flow,
+            )
+            request.mensaje = obfuscated_message
+            telefono = request.usuario.telefono
+
+            # Step 2. Fetch session in Redis -> Firestore -> Create new session
+            session = await self.redis_service.get_session(telefono)
+            if not session:
+                session = await self.firestore_service.get_session_by_phone(telefono)
+            if not session:
+                session_id = str(uuid4())
+                user_id = f"user_by_phone_{telefono.replace(' ', '').replace('-', '')}"
+                session = await self.firestore_service.create_session(
+                    session_id, user_id, telefono,
+                )
+                await self.redis_service.save_session(session)
+
+            # Step 2: Check for pantallaContexto in existing session
+            if session.pantalla_contexto:
+                # Check if pantallaContexto is stale (10 minutes)
+                if self._is_pantalla_context_valid(session.last_modified):
+                    logger.info(
+                        "Detected 'pantallaContexto' in session: %s. "
+                        "Delegating to QuickReplies flow.",
+                        session.pantalla_contexto,
+                    )
+                    response = await self._manage_quick_reply_conversation(
+                        request, session.pantalla_contexto,
+                    )
+                    if response:
+                        # Save user message to Firestore
+                        user_entry = ConversationEntry(
+                            entity="user",
+                            type="CONVERSACION",
+                            timestamp=datetime.now(UTC),
+                            text=request.mensaje,
+                            parameters=None,
+                            canal=getattr(request, "canal", None),
+                        )
+                        await self.firestore_service.save_entry(
+                            session.session_id, user_entry,
+                        )
+
+                        # Save quick reply response to Firestore
+                        response_text = (
+                            response.query_result.response_text
+                            if response.query_result
+                            else ""
+                        ) or ""
+                        assistant_entry = ConversationEntry(
+                            entity="assistant",
+                            type="CONVERSACION",
+                            timestamp=datetime.now(UTC),
+                            text=response_text,
+                            parameters=None,
+                            canal=getattr(request, "canal", None),
+                        )
+                        await self.firestore_service.save_entry(
+                            session.session_id, assistant_entry,
+                        )
+
+                        # Update session with last message and timestamp
+                        session.last_message = response_text
+                        session.last_modified = datetime.now(UTC)
+                        await self.firestore_service.save_session(session)
+                        await self.redis_service.save_session(session)
+
+                        return response
+                else:
+                    logger.info(
+                        "Detected STALE 'pantallaContexto'. "
+                        "Ignoring and proceeding with normal flow.",
+                    )
+
+            # Step 3: Continue with standard conversation flow
+            nickname = request.usuario.nickname
+
+            logger.info(
+                "Primary Check (Redis): Looking up session for phone: %s",
+                telefono,
+            )
+
+            # Step 3a: Load conversation history from Firestore
+            entries = await self.firestore_service.get_entries(
+                session.session_id,
+                limit=self.settings.conversation_context_message_limit,
+            )
+            logger.info("Loaded %s conversation entries from Firestore", len(entries))
+
+            # Step 3b: Retrieve active notifications for this user
+            notifications = await self._get_active_notifications(telefono)
+            logger.info("Retrieved %s active notifications", len(notifications))
+
+            # Step 3c: Prepare context for RAG service
+            messages = await self._prepare_rag_messages(
+                session=session,
+                entries=entries,
+                notifications=notifications,
+                user_message=request.mensaje,
+                nickname=nickname or "Usuario",
+            )
+
+            # Step 3d: Query RAG service
+            logger.info("Sending query to RAG service")
+            assistant_response = await self.rag_service.query(messages)
+            logger.info(
+                "Received response from RAG service: %s...",
+                assistant_response[:100],
+            )
+
+            # Step 3e: Save user message to Firestore
+            user_entry = ConversationEntry(
+                entity="user",
+                type="CONVERSACION",
+                timestamp=datetime.now(UTC),
+                text=request.mensaje,
+                parameters=None,
+                canal=getattr(request, "canal", None),
+            )
+            await self.firestore_service.save_entry(session.session_id, user_entry)
+            logger.info("Saved user message to Firestore")
+
+            # Step 3f: Save assistant response to Firestore
+            assistant_entry = ConversationEntry(
+                entity="assistant",
+                type="LLM",
+                timestamp=datetime.now(UTC),
+                text=assistant_response,
+                parameters=None,
+                canal=getattr(request, "canal", None),
+            )
+            await self.firestore_service.save_entry(session.session_id, assistant_entry)
+            logger.info("Saved assistant response to Firestore")
+
+            # Step 3g: Update session with last message and timestamp
+            session.last_message = assistant_response
+            session.last_modified = datetime.now(UTC)
+            await self.firestore_service.save_session(session)
+            await self.redis_service.save_session(session)
+            logger.info("Updated session in Firestore and Redis")
+
+            # Step 3h: Mark notifications as processed if any were included
+            if notifications:
+                await self._mark_notifications_as_processed(telefono)
+                logger.info("Marked %s notifications as processed", len(notifications))
+
+            # Step 3i: Return response object
+            return DetectIntentResponse(
+                responseId=str(uuid4()),
+                queryResult=QueryResult(
+                    responseText=assistant_response,
+                    parameters=None,
+                ),
+                quick_replies=None,
+            )
+
+
+        except Exception:
+            logger.exception("Error managing conversation")
+            raise
+
+    def _is_pantalla_context_valid(self, last_modified: datetime) -> bool:
+        """Check if pantallaContexto is still valid (not stale)."""
+        time_diff = datetime.now(UTC) - last_modified
+        return time_diff < timedelta(minutes=self.SCREEN_CONTEXT_TIMEOUT_MINUTES)
+
+    async def _manage_quick_reply_conversation(
+        self,
+        request: ConversationRequest,
+        screen_id: str,
+    ) -> DetectIntentResponse | None:
+        """Handle conversation within Quick Replies context."""
+        quick_reply_screen = await self.quick_reply_service.get_quick_replies(screen_id)
+
+        # If no questions available, delegate to normal conversation flow
+        if not quick_reply_screen.preguntas:
+            logger.warning("No quick replies found for screen: %s.", screen_id)
+            return None
+
+        # Match user message to a quick reply question
+        user_message_lower = request.mensaje.lower().strip()
+        matched_answer = None
+
+        for pregunta in quick_reply_screen.preguntas:
+            # Simple matching: check if question title matches user message
+            if pregunta.titulo.lower().strip() == user_message_lower:
+                matched_answer = pregunta.respuesta
+                logger.info("Matched quick reply: %s", pregunta.titulo)
+                break
+
+        # If no match, use first question as default or delegate to normal flow
+        if not matched_answer:
+            logger.warning(
+                "No matching quick reply found for message: '%s'.",
+                request.mensaje,
+            )
+
+        # Create response with the matched quick reply answer
+        return DetectIntentResponse(
+            responseId=str(uuid4()),
+            queryResult=QueryResult(responseText=matched_answer, parameters=None),
+            quick_replies=quick_reply_screen,
+        )
+
+
+    async def _get_active_notifications(self, telefono: str) -> list:
+        """Retrieve active notifications for a user from Redis or Firestore.
+
+        Args:
+            telefono: User phone number
+
+        Returns:
+            List of active Notification objects
+
+        """
+        try:
+            # Try Redis first
+            notification_session = await self.redis_service.get_notification_session(
+                telefono,
+            )
+
+            # If not in Redis, try Firestore
+            if not notification_session:
+                # Firestore uses phone as document ID for notifications
+                doc_ref = self.firestore_service.db.collection(
+                    self.firestore_service.notifications_collection,
+                ).document(telefono)
+                doc = await doc_ref.get()
+
+                if doc.exists:
+                    data = doc.to_dict()
+                    notification_session = NotificationSession.model_validate(data)
+
+            # Filter for active notifications only
+            if notification_session and notification_session.notificaciones:
+                active_notifications = [
+                    notif
+                    for notif in notification_session.notificaciones
+                    if notif.status == "active"
+                ]
+            else:
+                active_notifications = []
+
+        except Exception:
+            logger.exception("Error retrieving notifications for %s", telefono)
+            return []
+        else:
+            return active_notifications
+
+    async def _prepare_rag_messages(
+        self,
+        session: ConversationSession,
+        entries: list[ConversationEntry],
+        notifications: list,
+        user_message: str,
+        nickname: str,
+    ) -> list[dict[str, str]]:
+        """Prepare messages in OpenAI format for RAG service.
+
+        Args:
+            session: Current conversation session
+            entries: Conversation history entries
+            notifications: Active notifications
+            user_message: Current user message
+            nickname: User's nickname
+
+        Returns:
+            List of messages in OpenAI format [{"role": "...", "content": "..."}]
+
+        """
+        messages = []
+
+        # Add system message with conversation history if available
+        if entries:
+            conversation_context = self._format_conversation_history(session, entries)
+            if conversation_context:
+                messages.append(
+                    {
+                        "role": "system",
+                        "content": (
+                            f"Historial de conversación:\n"
+                            f"{conversation_context}"
+                        ),
+                    },
+                )
+
+        # Add system message with notifications if available
+        if notifications:
+            # Simple Pythonic join - no mapper needed!
+            notifications_text = "\n".join(
+                n.texto for n in notifications if n.texto and n.texto.strip()
+            )
+            if notifications_text:
+                messages.append(
+                    {
+                        "role": "system",
+                        "content": (
+                            f"Notificaciones pendientes para el usuario:\n"
+                            f"{notifications_text}"
+                        ),
+                    },
+                )
+
+        # Add system message with user context
+        user_context = f"Usuario: {nickname}" if nickname else "Usuario anónimo"
+        messages.append({"role": "system", "content": user_context})
+
+        # Add current user message
+        messages.append({"role": "user", "content": user_message})
+
+        return messages
+
+    async def _mark_notifications_as_processed(self, telefono: str) -> None:
+        """Mark all notifications for a user as processed.
+
+        Args:
+            telefono: User phone number
+
+        """
+        try:
+            # Update status in Firestore
+            await self.firestore_service.update_notification_status(
+                telefono, "processed",
+            )
+
+            # Update or delete from Redis
+            await self.redis_service.delete_notification_session(telefono)
+
+            logger.info("Marked notifications as processed for %s", telefono)
+
+        except Exception:
+            logger.exception(
+                "Error marking notifications as processed for %s",
+                telefono,
+            )
+
+    def _format_conversation_history(
+        self,
+        session: ConversationSession,  # noqa: ARG002
+        entries: list[ConversationEntry],
+    ) -> str:
+        """Format conversation history with business rule limits.
+
+        Applies limits:
+        - Date: 30 days maximum
+        - Count: 60 messages maximum
+        - Size: 50KB maximum
+
+        Args:
+            session: Conversation session
+            entries: List of conversation entries
+
+        Returns:
+            Formatted conversation text
+
+        """
+        if not entries:
+            return ""
+
+        # Filter by date (30 days)
+        cutoff_date = datetime.now(UTC) - timedelta(
+            days=self.settings.conversation_context_days_limit,
+        )
+        recent_entries = [
+            e for e in entries if e.timestamp and e.timestamp >= cutoff_date
+        ]
+
+        # Sort by timestamp (oldest first) and limit count
+        recent_entries.sort(key=lambda e: e.timestamp)
+        limited_entries = recent_entries[
+            -self.settings.conversation_context_message_limit :
+        ]
+
+        # Format with size truncation (50KB)
+        return self._format_entries_with_size_limit(limited_entries)
+
+    def _format_entries_with_size_limit(self, entries: list[ConversationEntry]) -> str:
+        """Format entries with 50KB size limit.
+
+        Builds from newest to oldest, stopping at size limit.
+
+        Args:
+            entries: List of conversation entries
+
+        Returns:
+            Formatted text, truncated if necessary
+
+        """
+        if not entries:
+            return ""
+
+        max_bytes = 50 * 1024  # 50KB
+        formatted_messages = [self._format_entry(entry) for entry in entries]
+
+        # Build from newest to oldest
+        text_block = []
+        current_size = 0
+
+        for message in reversed(formatted_messages):
+            message_line = message + "\n"
+            message_bytes = len(message_line.encode("utf-8"))
+
+            if current_size + message_bytes > max_bytes:
+                break
+
+            text_block.insert(0, message_line)
+            current_size += message_bytes
+
+        return "".join(text_block).strip()
+
+    def _format_entry(self, entry: ConversationEntry) -> str:
+        """Format a single conversation entry.
+
+        Args:
+            entry: Conversation entry
+
+        Returns:
+            Formatted string (e.g., "User: hello", "Assistant: hi there")
+
+        """
+        # Map entity to prefix (fixed bug from Java port!)
+        prefix = "User: " if entry.entity == "user" else "Assistant: "
+
+        # Clean content if needed
+        content = entry.text
+        if entry.entity == "assistant":
+            # Remove trailing JSON artifacts like {...}
+            content = re.sub(r"\s*\{.*\}\s*$", "", content).strip()
+
+        return prefix + content

src/capa_de_integracion/services/dlp_service.py

@@ -33,17 +33,10 @@ class DLPService:
         self.settings = settings
         self.project_id = settings.gcp_project_id
         self.location = settings.gcp_location
-        self._dlp_client: dlp_v2.DlpServiceAsyncClient | None = None
+        self.dlp_client = dlp_v2.DlpServiceAsyncClient()
 
         logger.info("DLP Service initialized")
 
-    @property
-    def dlp_client(self) -> dlp_v2.DlpServiceAsyncClient:
-        """Lazily create the async DLP client (requires a running event loop)."""
-        if self._dlp_client is None:
-            self._dlp_client = dlp_v2.DlpServiceAsyncClient()
-        return self._dlp_client
-
     async def get_obfuscated_string(self, text: str, template_id: str) -> str:
         """Inspect text for sensitive data and obfuscate findings.
 
@@ -103,7 +96,7 @@ class DLPService:
                 obfuscated_text = text
 
         except Exception:
-            logger.warning("DLP inspection failed. Returning original text.")
+            logger.exception("Error during DLP inspection. Returning original text.")
             return text
         else:
             return obfuscated_text
@@ -147,6 +140,7 @@ class DLPService:
         # Clean up consecutive DIRECCION tags
         return self._clean_direccion(text)
 
+
     def _get_replacement(self, info_type: str, quote: str) -> str | None:
         """Get replacement text for a given info type.
 

src/capa_de_integracion/services/firestore_service.py

@@ -80,6 +80,7 @@ class FirestoreService:
             query = (
                 self.db.collection(self.conversations_collection)
                 .where(filter=FieldFilter("telefono", "==", telefono))
+                .order_by("lastModified", direction=firestore.Query.DESCENDING)
                 .limit(1)
             )
 
@@ -95,13 +96,14 @@ class FirestoreService:
                 return session
 
             logger.debug("No session found in Firestore for phone: %s", telefono)
-            return None
         except Exception:
             logger.exception(
                 "Error querying session by phone %s from Firestore:",
                 telefono,
             )
             return None
+        else:
+            return None
 
     async def save_session(self, session: ConversationSession) -> bool:
         """Save conversation session to Firestore."""
@@ -181,9 +183,7 @@ class FirestoreService:
             return True
 
     async def get_entries(
-        self,
-        session_id: str,
-        limit: int = 10,
+        self, session_id: str, limit: int = 10,
     ) -> list[ConversationEntry]:
         """Retrieve recent conversation entries from Firestore."""
         try:
@@ -192,8 +192,7 @@ class FirestoreService:
 
             # Get entries ordered by timestamp descending
             query = entries_ref.order_by(
-                "timestamp",
-                direction=firestore.Query.DESCENDING,
+                "timestamp", direction=firestore.Query.DESCENDING,
             ).limit(limit)
 
             docs = query.stream()
@@ -207,9 +206,7 @@ class FirestoreService:
             # Reverse to get chronological order
             entries.reverse()
             logger.debug(
-                "Retrieved %s entries for session: %s",
-                len(entries),
-                session_id,
+                "Retrieved %s entries for session: %s", len(entries), session_id,
             )
         except Exception:
             logger.exception(
@@ -243,9 +240,7 @@ class FirestoreService:
             return True
 
     async def update_pantalla_contexto(
-        self,
-        session_id: str,
-        pantalla_contexto: str | None,
+        self, session_id: str, pantalla_contexto: str | None,
     ) -> bool:
         """Update the pantallaContexto field for a conversation session.
 
@@ -291,8 +286,7 @@ class FirestoreService:
     # ====== Notification Methods ======
 
     def _notification_ref(
-        self,
-        notification_id: str,
+        self, notification_id: str,
     ) -> firestore.AsyncDocumentReference:
         """Get Firestore document reference for notification."""
         return self.db.collection(self.notifications_collection).document(

src/capa_de_integracion/services/notification_manager.py

@@ -9,22 +9,15 @@ from capa_de_integracion.models.notification import (
     ExternalNotificationRequest,
     Notification,
 )
-from capa_de_integracion.services.dlp import DLPService
-from capa_de_integracion.services.storage.firestore import FirestoreService
-from capa_de_integracion.services.storage.redis import RedisService
+
+from .dlp_service import DLPService
+from .firestore_service import FirestoreService
+from .redis_service import RedisService
 
 logger = logging.getLogger(__name__)
 
 PREFIX_PO_PARAM = "notification_po_"
 
-# Keep references to background tasks to prevent garbage collection
-_background_tasks: set[asyncio.Task] = set()
-
-
-def get_background_tasks() -> set[asyncio.Task]:
-    """Return the set of pending background tasks (for graceful shutdown)."""
-    return _background_tasks
-
 
 class NotificationManagerService:
     """Manages notification processing and integration with conversations.
@@ -60,8 +53,7 @@ class NotificationManagerService:
         logger.info("NotificationManagerService initialized")
 
     async def process_notification(
-        self,
-        external_request: ExternalNotificationRequest,
+        self, external_request: ExternalNotificationRequest,
     ) -> None:
         """Process a push notification from external system.
 
@@ -135,8 +127,6 @@ class NotificationManagerService:
                 )
 
         # Fire and forget - don't await
-        task = asyncio.create_task(save_notification_to_firestore())
+        _task = asyncio.create_task(save_notification_to_firestore())
         # Store reference to prevent premature garbage collection
-        _background_tasks.add(task)
-        # Remove from set when done to prevent memory leak
-        task.add_done_callback(_background_tasks.discard)
+        del _task

src/capa_de_integracion/services/quick_reply/__init__.py

@@ -1,9 +0,0 @@
-"""Quick reply services."""
-
-from capa_de_integracion.services.quick_reply.content import QuickReplyContentService
-from capa_de_integracion.services.quick_reply.session import QuickReplySessionService
-
-__all__ = [
-    "QuickReplyContentService",
-    "QuickReplySessionService",
-]

src/capa_de_integracion/services/quick_reply/content.py

@@ -1,161 +0,0 @@
-"""Quick reply content service for loading FAQ screens."""
-
-import json
-import logging
-from pathlib import Path
-
-from capa_de_integracion.config import Settings
-from capa_de_integracion.models.quick_replies import (
-    QuickReplyQuestions,
-    QuickReplyScreen,
-)
-
-logger = logging.getLogger(__name__)
-
-
-class QuickReplyContentService:
-    """Service for loading quick reply screen content from JSON files."""
-
-    def __init__(self, settings: Settings) -> None:
-        """Initialize quick reply content service.
-
-        Args:
-            settings: Application settings
-
-        """
-        self.settings = settings
-        self.quick_replies_path = settings.base_path / "quick_replies"
-        self._cache: dict[str, QuickReplyScreen] = {}
-
-        logger.info(
-            "QuickReplyContentService initialized with path: %s",
-            self.quick_replies_path,
-        )
-
-        # Preload all quick reply files into memory
-        self._preload_cache()
-
-    def _validate_file(self, file_path: Path, screen_id: str) -> None:
-        """Validate that the quick reply file exists."""
-        if not file_path.exists():
-            logger.warning("Quick reply file not found: %s", file_path)
-            msg = f"Quick reply file not found for screen_id: {screen_id}"
-            raise ValueError(msg)
-
-    def _parse_quick_reply_data(self, data: dict) -> QuickReplyScreen:
-        """Parse JSON data into QuickReplyScreen model.
-
-        Args:
-            data: JSON data dictionary
-
-        Returns:
-            Parsed QuickReplyScreen object
-
-        """
-        preguntas_data = data.get("preguntas", [])
-        preguntas = [
-            QuickReplyQuestions(
-                titulo=q.get("titulo", ""),
-                descripcion=q.get("descripcion"),
-                respuesta=q.get("respuesta", ""),
-            )
-            for q in preguntas_data
-        ]
-
-        return QuickReplyScreen(
-            header=data.get("header"),
-            body=data.get("body"),
-            button=data.get("button"),
-            header_section=data.get("header_section"),
-            preguntas=preguntas,
-        )
-
-    def _preload_cache(self) -> None:
-        """Preload all quick reply files into memory cache at startup.
-
-        This method runs synchronously at initialization to load all
-        quick reply JSON files. Blocking here is acceptable since it
-        only happens once at startup.
-
-        """
-        if not self.quick_replies_path.exists():
-            logger.warning(
-                "Quick replies directory not found: %s",
-                self.quick_replies_path,
-            )
-            return
-
-        loaded_count = 0
-        failed_count = 0
-
-        for file_path in self.quick_replies_path.glob("*.json"):
-            screen_id = file_path.stem
-            try:
-                # Blocking I/O is OK at startup
-                content = file_path.read_text(encoding="utf-8")
-                data = json.loads(content)
-                quick_reply = self._parse_quick_reply_data(data)
-
-                self._cache[screen_id] = quick_reply
-                loaded_count += 1
-
-                logger.debug(
-                    "Cached %s quick replies for screen: %s",
-                    len(quick_reply.preguntas),
-                    screen_id,
-                )
-
-            except json.JSONDecodeError:
-                logger.exception("Invalid JSON in file: %s", file_path)
-                failed_count += 1
-            except Exception:
-                logger.exception("Failed to load quick reply file: %s", file_path)
-                failed_count += 1
-
-        logger.info(
-            "Quick reply cache initialized: %s screens loaded, %s failed",
-            loaded_count,
-            failed_count,
-        )
-
-    async def get_quick_replies(self, screen_id: str) -> QuickReplyScreen:
-        """Get quick reply screen content by ID from in-memory cache.
-
-        This method is non-blocking as it retrieves data from the
-        in-memory cache populated at startup.
-
-        Args:
-            screen_id: Screen identifier (e.g., "pagos", "home")
-
-        Returns:
-            Quick reply screen data
-
-        Raises:
-            ValueError: If the quick reply is not found in cache
-
-        """
-        if not screen_id or not screen_id.strip():
-            logger.warning("screen_id is null or empty. Returning empty quick replies")
-            return QuickReplyScreen(
-                header="empty",
-                body=None,
-                button=None,
-                header_section=None,
-                preguntas=[],
-            )
-
-        # Non-blocking: just a dictionary lookup
-        quick_reply = self._cache.get(screen_id)
-
-        if quick_reply is None:
-            logger.warning("Quick reply not found in cache for screen: %s", screen_id)
-            msg = f"Quick reply not found for screen_id: {screen_id}"
-            raise ValueError(msg)
-
-        logger.info(
-            "Retrieved %s quick replies for screen: %s from cache",
-            len(quick_reply.preguntas),
-            screen_id,
-        )
-
-        return quick_reply

src/capa_de_integracion/services/quick_reply_content.py

@@ -0,0 +1,106 @@
+"""Quick reply content service for loading FAQ screens."""
+
+import json
+import logging
+from pathlib import Path
+
+from capa_de_integracion.config import Settings
+from capa_de_integracion.models.quick_replies import (
+    QuickReplyQuestions,
+    QuickReplyScreen,
+)
+
+logger = logging.getLogger(__name__)
+
+
+class QuickReplyContentService:
+    """Service for loading quick reply screen content from JSON files."""
+
+    def __init__(self, settings: Settings) -> None:
+        """Initialize quick reply content service.
+
+        Args:
+            settings: Application settings
+
+        """
+        self.settings = settings
+        self.quick_replies_path = settings.base_path / "quick_replies"
+
+        logger.info(
+            "QuickReplyContentService initialized with path: %s",
+            self.quick_replies_path,
+        )
+
+    def _validate_file(self, file_path: Path, screen_id: str) -> None:
+        """Validate that the quick reply file exists."""
+        if not file_path.exists():
+            logger.warning("Quick reply file not found: %s", file_path)
+            msg = f"Quick reply file not found for screen_id: {screen_id}"
+            raise ValueError(msg)
+
+    async def get_quick_replies(self, screen_id: str) -> QuickReplyScreen:
+        """Load quick reply screen content by ID.
+
+        Args:
+            screen_id: Screen identifier (e.g., "pagos", "home")
+
+        Returns:
+            Quick reply DTO
+
+        Raises:
+            ValueError: If the quick reply file is not found
+
+        """
+        if not screen_id or not screen_id.strip():
+            logger.warning("screen_id is null or empty. Returning empty quick replies")
+            return QuickReplyScreen(
+                header="empty",
+                body=None,
+                button=None,
+                header_section=None,
+                preguntas=[],
+            )
+
+        file_path = self.quick_replies_path / f"{screen_id}.json"
+
+        try:
+            self._validate_file(file_path, screen_id)
+
+            # Use Path.read_text() for async-friendly file reading
+            content = file_path.read_text(encoding="utf-8")
+            data = json.loads(content)
+
+            # Parse questions
+            preguntas_data = data.get("preguntas", [])
+            preguntas = [
+                QuickReplyQuestions(
+                    titulo=q.get("titulo", ""),
+                    descripcion=q.get("descripcion"),
+                    respuesta=q.get("respuesta", ""),
+                )
+                for q in preguntas_data
+            ]
+
+            quick_reply = QuickReplyScreen(
+                header=data.get("header"),
+                body=data.get("body"),
+                button=data.get("button"),
+                header_section=data.get("header_section"),
+                preguntas=preguntas,
+            )
+
+            logger.info(
+                "Successfully loaded %s quick replies for screen: %s",
+                len(preguntas),
+                screen_id,
+            )
+        except json.JSONDecodeError as e:
+            logger.exception("Error parsing JSON file %s", file_path)
+            msg = f"Invalid JSON format in quick reply file for screen_id: {screen_id}"
+            raise ValueError(msg) from e
+        except Exception as e:
+            logger.exception("Error loading quick replies for screen %s", screen_id)
+            msg = f"Error loading quick replies for screen_id: {screen_id}"
+            raise ValueError(msg) from e
+        else:
+            return quick_reply

src/capa_de_integracion/services/quick_reply_session_service.py

@@ -1,13 +1,12 @@
 """Quick reply session service for managing FAQ sessions."""
 
 import logging
-from datetime import UTC, datetime
 from uuid import uuid4
 
 from capa_de_integracion.models.quick_replies import QuickReplyScreen
-from capa_de_integracion.services.quick_reply.content import QuickReplyContentService
-from capa_de_integracion.services.storage.firestore import FirestoreService
-from capa_de_integracion.services.storage.redis import RedisService
+from capa_de_integracion.services.firestore_service import FirestoreService
+from capa_de_integracion.services.quick_reply_content import QuickReplyContentService
+from capa_de_integracion.services.redis_service import RedisService
 
 logger = logging.getLogger(__name__)
 
@@ -88,27 +87,19 @@ class QuickReplySessionService:
         """
         self._validate_phone(telefono)
 
-        # Get or create session (check Redis first for consistency)
-        session = await self.redis_service.get_session(telefono)
-        if not session:
-            session = await self.firestore_service.get_session_by_phone(telefono)
-
+        # Get or create session
+        session = await self.firestore_service.get_session_by_phone(telefono)
         if session:
             session_id = session.session_id
             await self.firestore_service.update_pantalla_contexto(
-                session_id,
-                pantalla_contexto,
+                session_id, pantalla_contexto,
             )
             session.pantalla_contexto = pantalla_contexto
-            session.last_modified = datetime.now(UTC)
         else:
             session_id = str(uuid4())
             user_id = f"user_by_phone_{telefono.replace(' ', '').replace('-', '')}"
             session = await self.firestore_service.create_session(
-                session_id,
-                user_id,
-                telefono,
-                pantalla_contexto,
+                session_id, user_id, telefono, pantalla_contexto,
             )
 
         # Cache session in Redis

src/capa_de_integracion/services/rag/base.py

@@ -17,22 +17,7 @@ class Message(BaseModel):
 class RAGRequest(BaseModel):
     """Request model for RAG endpoint."""
 
-    messages: list[Message] = Field(
-        ...,
-        description="Current conversation messages (user and assistant only)",
-    )
-    notifications: list[str] | None = Field(
-        default=None,
-        description="Active notifications for the user",
-    )
-    conversation_history: str | None = Field(
-        default=None,
-        description="Formatted conversation history",
-    )
-    user_nickname: str | None = Field(
-        default=None,
-        description="User's nickname or display name",
-    )
+    messages: list[Message] = Field(..., description="Conversation history")
 
 
 class RAGResponse(BaseModel):
@@ -49,21 +34,12 @@ class RAGServiceBase(ABC):
     """
 
     @abstractmethod
-    async def query(
-        self,
-        messages: list[dict[str, str]],
-        notifications: list[str] | None = None,
-        conversation_history: str | None = None,
-        user_nickname: str | None = None,
-    ) -> str:
-        """Send conversation to RAG endpoint and get response.
+    async def query(self, messages: list[dict[str, str]]) -> str:
+        """Send conversation history to RAG endpoint and get response.
 
         Args:
-            messages: Current conversation messages (user/assistant only)
+            messages: OpenAI-style conversation history
                      e.g., [{"role": "user", "content": "Hello"}, ...]
-            notifications: Active notifications for the user (optional)
-            conversation_history: Formatted conversation history (optional)
-            user_nickname: User's nickname or display name (optional)
 
         Returns:
             Response string from RAG endpoint

src/capa_de_integracion/services/rag/echo.py

@@ -28,21 +28,12 @@ class EchoRAGService(RAGServiceBase):
         self.prefix = prefix
         logger.info("EchoRAGService initialized with prefix: %r", prefix)
 
-    async def query(
-        self,
-        messages: list[dict[str, str]],
-        notifications: list[str] | None = None,  # noqa: ARG002
-        conversation_history: str | None = None,  # noqa: ARG002
-        user_nickname: str | None = None,  # noqa: ARG002
-    ) -> str:
+    async def query(self, messages: list[dict[str, str]]) -> str:
         """Echo back the last user message with a prefix.
 
         Args:
-            messages: Current conversation messages (user/assistant only)
+            messages: OpenAI-style conversation history
                      e.g., [{"role": "user", "content": "Hello"}, ...]
-            notifications: Active notifications for the user (optional, ignored)
-            conversation_history: Formatted conversation history (optional, ignored)
-            user_nickname: User's nickname or display name (optional, ignored)
 
         Returns:
             The last user message content with prefix

src/capa_de_integracion/services/rag/http.py

@@ -61,21 +61,12 @@ class HTTPRAGService(RAGServiceBase):
             timeout,
         )
 
-    async def query(
-        self,
-        messages: list[dict[str, str]],
-        notifications: list[str] | None = None,
-        conversation_history: str | None = None,
-        user_nickname: str | None = None,
-    ) -> str:
-        """Send conversation to RAG endpoint and get response.
+    async def query(self, messages: list[dict[str, str]]) -> str:
+        """Send conversation history to RAG endpoint and get response.
 
         Args:
-            messages: Current conversation messages (user/assistant only)
+            messages: OpenAI-style conversation history
                      e.g., [{"role": "user", "content": "Hello"}, ...]
-            notifications: Active notifications for the user (optional)
-            conversation_history: Formatted conversation history (optional)
-            user_nickname: User's nickname or display name (optional)
 
         Returns:
             Response string from RAG endpoint
@@ -88,22 +79,10 @@ class HTTPRAGService(RAGServiceBase):
         try:
             # Validate and construct request
             message_objects = [Message(**msg) for msg in messages]
-            request = RAGRequest(
-                messages=message_objects,
-                notifications=notifications,
-                conversation_history=conversation_history,
-                user_nickname=user_nickname,
-            )
+            request = RAGRequest(messages=message_objects)
 
             # Make async HTTP POST request
-            logger.debug(
-                "Sending RAG request with %s messages, %s notifications, "
-                "history: %s, user: %s",
-                len(messages),
-                len(notifications) if notifications else 0,
-                "yes" if conversation_history else "no",
-                user_nickname or "anonymous",
-            )
+            logger.debug("Sending RAG request with %s messages", len(messages))
 
             response = await self._client.post(
                 self.endpoint_url,

src/capa_de_integracion/services/redis_service.py

@@ -104,12 +104,12 @@ class RedisService:
         phone_key = self._phone_to_session_key(session.telefono)
 
         try:
-            # Save session data and phone mapping in a single pipeline
+            # Save session data
             data = session.model_dump_json(by_alias=False)
-            async with self.redis.pipeline(transaction=False) as pipe:
-                pipe.setex(key, self.session_ttl, data)
-                pipe.setex(phone_key, self.session_ttl, session.session_id)
-                await pipe.execute()
+            await self.redis.setex(key, self.session_ttl, data)
+
+            # Save phone-to-session mapping
+            await self.redis.setex(phone_key, self.session_ttl, session.session_id)
 
             logger.debug(
                 "Saved session to Redis: %s for phone: %s",
@@ -329,8 +329,7 @@ class RedisService:
             return True
 
     async def get_notification_session(
-        self,
-        session_id: str,
+        self, session_id: str,
     ) -> NotificationSession | None:
         """Retrieve notification session from Redis."""
         if not self.redis:
@@ -384,10 +383,8 @@ class RedisService:
 
         try:
             logger.info("Deleting notification session for phone %s", phone_number)
-            async with self.redis.pipeline(transaction=False) as pipe:
-                pipe.delete(notification_key)
-                pipe.delete(phone_key)
-                await pipe.execute()
+            await self.redis.delete(notification_key)
+            await self.redis.delete(phone_key)
         except Exception:
             logger.exception(
                 "Error deleting notification session for phone %s:",

src/capa_de_integracion/services/storage/__init__.py

@@ -1,9 +0,0 @@
-"""Storage services."""
-
-from capa_de_integracion.services.storage.firestore import FirestoreService
-from capa_de_integracion.services.storage.redis import RedisService
-
-__all__ = [
-    "FirestoreService",
-    "RedisService",
-]

tests/conftest.py

@@ -10,7 +10,8 @@ import pytest_asyncio
 from fakeredis import aioredis as fakeredis
 
 from capa_de_integracion.config import Settings
-from capa_de_integracion.services.storage import FirestoreService, RedisService
+from capa_de_integracion.services.firestore_service import FirestoreService
+from capa_de_integracion.services.redis_service import RedisService
 
 # Configure pytest-asyncio
 pytest_plugins = ("pytest_asyncio",)

tests/services/test_conversation_service.py

@@ -1,792 +0,0 @@
-"""Unit tests for ConversationManagerService."""
-
-import asyncio
-from datetime import UTC, datetime, timedelta
-from typing import Literal
-from unittest.mock import AsyncMock, Mock, patch
-from uuid import uuid4
-
-import pytest
-
-from capa_de_integracion.config import Settings
-from capa_de_integracion.models import (
-    ConversationEntry,
-    ConversationRequest,
-    ConversationSession,
-    DetectIntentResponse,
-    QueryResult,
-    User,
-)
-from capa_de_integracion.services.conversation import ConversationManagerService
-from capa_de_integracion.services.dlp import DLPService
-from capa_de_integracion.services.rag import RAGServiceBase
-from capa_de_integracion.services.storage.firestore import FirestoreService
-from capa_de_integracion.services.storage.redis import RedisService
-
-
-@pytest.fixture
-def mock_settings() -> Settings:
-    """Create mock settings."""
-    settings = Mock(spec=Settings)
-    settings.dlp_template_complete_flow = "test_template"
-    settings.conversation_context_message_limit = 60
-    settings.conversation_context_days_limit = 30
-    return settings
-
-
-@pytest.fixture
-def mock_dlp() -> DLPService:
-    """Create mock DLP service."""
-    dlp = Mock(spec=DLPService)
-    dlp.get_obfuscated_string = AsyncMock(return_value="obfuscated message")
-    return dlp
-
-
-@pytest.fixture
-def mock_rag() -> RAGServiceBase:
-    """Create mock RAG service."""
-    rag = Mock(spec=RAGServiceBase)
-    rag.query = AsyncMock(return_value="RAG response")
-    return rag
-
-
-@pytest.fixture
-def mock_redis() -> RedisService:
-    """Create mock Redis service."""
-    redis = Mock(spec=RedisService)
-    redis.get_session = AsyncMock(return_value=None)
-    redis.save_session = AsyncMock()
-    redis.get_notification_session = AsyncMock(return_value=None)
-    redis.delete_notification_session = AsyncMock()
-    return redis
-
-
-@pytest.fixture
-def mock_firestore() -> FirestoreService:
-    """Create mock Firestore service."""
-    firestore = Mock(spec=FirestoreService)
-    firestore.get_session_by_phone = AsyncMock(return_value=None)
-    firestore.create_session = AsyncMock()
-    firestore.save_session = AsyncMock()
-    firestore.save_entry = AsyncMock()
-    firestore.get_entries = AsyncMock(return_value=[])
-    firestore.update_notification_status = AsyncMock()
-    # Mock db.collection for notifications
-    mock_doc = Mock()
-    mock_doc.exists = False
-    mock_doc_ref = Mock()
-    mock_doc_ref.get = AsyncMock(return_value=mock_doc)
-    mock_collection = Mock()
-    mock_collection.document = Mock(return_value=mock_doc_ref)
-    firestore.db = Mock()
-    firestore.db.collection = Mock(return_value=mock_collection)
-    firestore.notifications_collection = "notifications"
-    return firestore
-
-
-@pytest.fixture
-def conversation_service(
-    mock_settings: Settings,
-    mock_rag: RAGServiceBase,
-    mock_redis: RedisService,
-    mock_firestore: FirestoreService,
-    mock_dlp: DLPService,
-) -> ConversationManagerService:
-    """Create conversation service with mocked dependencies."""
-    with patch(
-        "capa_de_integracion.services.conversation.QuickReplyContentService"
-    ):
-        service = ConversationManagerService(
-            settings=mock_settings,
-            rag_service=mock_rag,
-            redis_service=mock_redis,
-            firestore_service=mock_firestore,
-            dlp_service=mock_dlp,
-        )
-        return service
-
-
-@pytest.fixture
-def sample_session() -> ConversationSession:
-    """Create a sample conversation session."""
-    return ConversationSession(
-        session_id="test_session_123",
-        user_id="user_by_phone_1234567890",
-        telefono="1234567890",
-        last_modified=datetime.now(UTC),
-        last_message="Hello",
-        pantalla_contexto=None,
-    )
-
-
-@pytest.fixture
-def sample_request() -> ConversationRequest:
-    """Create a sample conversation request."""
-    return ConversationRequest(
-        mensaje="Hello, I need help",
-        usuario=User(
-            telefono="1234567890",
-            nickname="TestUser",
-        ),
-        canal="whatsapp",
-    )
-
-
-# ============================================================================
-# Test Session Management
-# ============================================================================
-
-
-class TestSessionManagement:
-    """Tests for session management methods."""
-
-    @pytest.mark.asyncio
-    async def test_obtain_session_from_redis(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_redis: RedisService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test obtaining session from Redis."""
-        mock_redis.get_session = AsyncMock(return_value=sample_session)
-
-        result = await conversation_service._obtain_or_create_session("1234567890")
-
-        assert result == sample_session
-        mock_redis.get_session.assert_awaited_once_with("1234567890")
-
-    @pytest.mark.asyncio
-    async def test_obtain_session_from_firestore_when_redis_miss(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_redis: RedisService,
-        mock_firestore: FirestoreService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test obtaining session from Firestore when Redis misses."""
-        mock_redis.get_session = AsyncMock(return_value=None)
-        mock_firestore.get_session_by_phone = AsyncMock(return_value=sample_session)
-
-        result = await conversation_service._obtain_or_create_session("1234567890")
-
-        assert result == sample_session
-        mock_redis.get_session.assert_awaited_once()
-        mock_firestore.get_session_by_phone.assert_awaited_once_with("1234567890")
-
-    @pytest.mark.asyncio
-    async def test_create_new_session_when_both_miss(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_redis: RedisService,
-        mock_firestore: FirestoreService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test creating new session when both Redis and Firestore miss."""
-        mock_redis.get_session = AsyncMock(return_value=None)
-        mock_firestore.get_session_by_phone = AsyncMock(return_value=None)
-        mock_firestore.create_session = AsyncMock(return_value=sample_session)
-
-        result = await conversation_service._obtain_or_create_session("1234567890")
-
-        assert result == sample_session
-        mock_firestore.create_session.assert_awaited_once()
-        # Verify the session was auto-cached to Redis
-        mock_redis.save_session.assert_awaited_once_with(sample_session)
-
-    @pytest.mark.asyncio
-    async def test_session_auto_cached_to_redis(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_redis: RedisService,
-        mock_firestore: FirestoreService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test that newly created session is auto-cached to Redis."""
-        mock_redis.get_session = AsyncMock(return_value=None)
-        mock_firestore.get_session_by_phone = AsyncMock(return_value=None)
-        mock_firestore.create_session = AsyncMock(return_value=sample_session)
-
-        await conversation_service._obtain_or_create_session("1234567890")
-
-        mock_redis.save_session.assert_awaited_once_with(sample_session)
-
-
-# ============================================================================
-# Test Entry Persistence
-# ============================================================================
-
-
-class TestEntryPersistence:
-    """Tests for conversation entry persistence methods."""
-
-    @pytest.mark.asyncio
-    async def test_save_conversation_turn_with_conversacion_type(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-    ) -> None:
-        """Test saving conversation turn with CONVERSACION type."""
-        await conversation_service._save_conversation_turn(
-            session_id="test_session",
-            user_text="Hello",
-            assistant_text="Hi there",
-            entry_type="CONVERSACION",
-            canal="whatsapp",
-        )
-
-        assert mock_firestore.save_entry.await_count == 2
-        # Verify user entry
-        user_call = mock_firestore.save_entry.await_args_list[0]
-        assert user_call[0][0] == "test_session"
-        user_entry = user_call[0][1]
-        assert user_entry.entity == "user"
-        assert user_entry.text == "Hello"
-        assert user_entry.type == "CONVERSACION"
-        assert user_entry.canal == "whatsapp"
-        # Verify assistant entry
-        assistant_call = mock_firestore.save_entry.await_args_list[1]
-        assistant_entry = assistant_call[0][1]
-        assert assistant_entry.entity == "assistant"
-        assert assistant_entry.text == "Hi there"
-        assert assistant_entry.type == "CONVERSACION"
-
-    @pytest.mark.asyncio
-    async def test_save_conversation_turn_with_llm_type(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-    ) -> None:
-        """Test saving conversation turn with LLM type."""
-        await conversation_service._save_conversation_turn(
-            session_id="test_session",
-            user_text="What's the weather?",
-            assistant_text="It's sunny",
-            entry_type="LLM",
-            canal="telegram",
-        )
-
-        assert mock_firestore.save_entry.await_count == 2
-        assistant_call = mock_firestore.save_entry.await_args_list[1]
-        assistant_entry = assistant_call[0][1]
-        assert assistant_entry.type == "LLM"
-
-    @pytest.mark.asyncio
-    async def test_save_conversation_turn_with_canal(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-    ) -> None:
-        """Test saving conversation turn with canal parameter."""
-        await conversation_service._save_conversation_turn(
-            session_id="test_session",
-            user_text="Test",
-            assistant_text="Response",
-            entry_type="CONVERSACION",
-            canal="sms",
-        )
-
-        user_call = mock_firestore.save_entry.await_args_list[0]
-        user_entry = user_call[0][1]
-        assert user_entry.canal == "sms"
-
-    @pytest.mark.asyncio
-    async def test_save_conversation_turn_without_canal(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-    ) -> None:
-        """Test saving conversation turn without canal parameter."""
-        await conversation_service._save_conversation_turn(
-            session_id="test_session",
-            user_text="Test",
-            assistant_text="Response",
-            entry_type="CONVERSACION",
-        )
-
-        user_call = mock_firestore.save_entry.await_args_list[0]
-        user_entry = user_call[0][1]
-        assert user_entry.canal is None
-
-
-# ============================================================================
-# Test Session Updates
-# ============================================================================
-
-
-class TestSessionUpdates:
-    """Tests for session update methods."""
-
-    @pytest.mark.asyncio
-    async def test_update_session_sets_last_message(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test that update_session sets last_message."""
-        await conversation_service._update_session_after_turn(
-            session=sample_session,
-            last_message="New message",
-        )
-
-        assert sample_session.last_message == "New message"
-
-    @pytest.mark.asyncio
-    async def test_update_session_sets_timestamp(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test that update_session sets timestamp."""
-        old_timestamp = sample_session.last_modified
-        await conversation_service._update_session_after_turn(
-            session=sample_session,
-            last_message="New message",
-        )
-
-        assert sample_session.last_modified > old_timestamp
-
-    @pytest.mark.asyncio
-    async def test_update_session_saves_to_firestore(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test that update_session saves to Firestore."""
-        await conversation_service._update_session_after_turn(
-            session=sample_session,
-            last_message="New message",
-        )
-
-        mock_firestore.save_session.assert_awaited_once_with(sample_session)
-
-    @pytest.mark.asyncio
-    async def test_update_session_saves_to_redis(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_redis: RedisService,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test that update_session saves to Redis."""
-        await conversation_service._update_session_after_turn(
-            session=sample_session,
-            last_message="New message",
-        )
-
-        mock_redis.save_session.assert_awaited_once_with(sample_session)
-
-
-# ============================================================================
-# Test Quick Reply Path
-# ============================================================================
-
-
-class TestQuickReplyPath:
-    """Tests for quick reply path handling."""
-
-    @pytest.mark.asyncio
-    async def test_quick_reply_path_with_valid_context(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test quick reply path with valid pantalla_contexto."""
-        sample_session.pantalla_contexto = "screen_123"
-        sample_session.last_modified = datetime.now(UTC)
-
-        # Mock quick reply service
-        mock_response = DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(responseText="Quick reply response"),
-        )
-        conversation_service._manage_quick_reply_conversation = AsyncMock(
-            return_value=mock_response
-        )
-
-        result = await conversation_service._handle_quick_reply_path(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        assert result == mock_response
-
-    @pytest.mark.asyncio
-    async def test_quick_reply_path_with_stale_context_returns_none(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test quick reply path with stale pantalla_contexto returns None."""
-        sample_session.pantalla_contexto = "screen_123"
-        # Set timestamp to 11 minutes ago (stale)
-        sample_session.last_modified = datetime.now(UTC) - timedelta(minutes=11)
-
-        result = await conversation_service._handle_quick_reply_path(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        assert result is None
-
-    @pytest.mark.asyncio
-    async def test_quick_reply_path_without_context_returns_none(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test quick reply path without pantalla_contexto returns None."""
-        sample_session.pantalla_contexto = None
-
-        result = await conversation_service._handle_quick_reply_path(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        assert result is None
-
-    @pytest.mark.asyncio
-    async def test_quick_reply_path_saves_entries(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test quick reply path saves conversation entries."""
-        sample_session.pantalla_contexto = "screen_123"
-        sample_session.last_modified = datetime.now(UTC)
-
-        mock_response = DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(responseText="Quick reply response"),
-        )
-        conversation_service._manage_quick_reply_conversation = AsyncMock(
-            return_value=mock_response
-        )
-
-        await conversation_service._handle_quick_reply_path(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        await asyncio.sleep(0.01)  # Let fire-and-forget background tasks complete
-        assert mock_firestore.save_entry.await_count == 2
-
-    @pytest.mark.asyncio
-    async def test_quick_reply_path_updates_session(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_redis: RedisService,
-        mock_firestore: FirestoreService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test quick reply path updates session."""
-        sample_session.pantalla_contexto = "screen_123"
-        sample_session.last_modified = datetime.now(UTC)
-
-        mock_response = DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(responseText="Quick reply response"),
-        )
-        conversation_service._manage_quick_reply_conversation = AsyncMock(
-            return_value=mock_response
-        )
-
-        await conversation_service._handle_quick_reply_path(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        await asyncio.sleep(0.01)  # Let fire-and-forget background tasks complete
-        mock_firestore.save_session.assert_awaited_once()
-        mock_redis.save_session.assert_awaited_once()
-
-
-# ============================================================================
-# Test Standard Conversation Path
-# ============================================================================
-
-
-class TestStandardConversation:
-    """Tests for standard conversation flow."""
-
-    @pytest.mark.asyncio
-    async def test_standard_conversation_loads_history(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test standard conversation loads history for old sessions."""
-        # Make session older than 30 minutes to trigger history loading
-        old_session = ConversationSession(
-            session_id=sample_session.session_id,
-            user_id=sample_session.user_id,
-            telefono=sample_session.telefono,
-            created_at=datetime.now(UTC) - timedelta(minutes=45),
-            last_modified=sample_session.last_modified,
-            last_message=sample_session.last_message,
-            pantalla_contexto=sample_session.pantalla_contexto,
-        )
-
-        await conversation_service._handle_standard_conversation(
-            request=sample_request,
-            session=old_session,
-        )
-
-        mock_firestore.get_entries.assert_awaited_once_with(
-            old_session.session_id,
-            limit=60,
-        )
-
-    @pytest.mark.asyncio
-    async def test_standard_conversation_queries_rag(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_rag: RAGServiceBase,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test standard conversation queries RAG service."""
-        await conversation_service._handle_standard_conversation(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        mock_rag.query.assert_awaited_once()
-
-    @pytest.mark.asyncio
-    async def test_standard_conversation_saves_entries(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test standard conversation saves entries."""
-        await conversation_service._handle_standard_conversation(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        await asyncio.sleep(0.01)  # Let fire-and-forget background tasks complete
-        assert mock_firestore.save_entry.await_count == 2
-
-    @pytest.mark.asyncio
-    async def test_standard_conversation_updates_session(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-        mock_redis: RedisService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test standard conversation updates session."""
-        await conversation_service._handle_standard_conversation(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        await asyncio.sleep(0.01)  # Let fire-and-forget background tasks complete
-        # save_session is called in _update_session_after_turn
-        assert mock_firestore.save_session.await_count >= 1
-        assert mock_redis.save_session.await_count >= 1
-
-    @pytest.mark.asyncio
-    async def test_standard_conversation_marks_notifications_processed(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test standard conversation marks notifications as processed."""
-        # Mock that there are active notifications
-        conversation_service._get_active_notifications = AsyncMock(
-            return_value=[Mock(texto="Test notification")]
-        )
-
-        await conversation_service._handle_standard_conversation(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        await asyncio.sleep(0.01)  # Let fire-and-forget background tasks complete
-        mock_firestore.update_notification_status.assert_awaited_once()
-
-    @pytest.mark.asyncio
-    async def test_standard_conversation_without_notifications(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_firestore: FirestoreService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test standard conversation without notifications."""
-        conversation_service._get_active_notifications = AsyncMock(return_value=[])
-
-        await conversation_service._handle_standard_conversation(
-            request=sample_request,
-            session=sample_session,
-        )
-
-        mock_firestore.update_notification_status.assert_not_awaited()
-
-
-# ============================================================================
-# Test Orchestration
-# ============================================================================
-
-
-class TestOrchestration:
-    """Tests for main orchestration logic."""
-
-    @pytest.mark.asyncio
-    async def test_manage_conversation_applies_dlp(
-        self,
-        conversation_service: ConversationManagerService,
-        mock_dlp: DLPService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test manage_conversation applies DLP obfuscation."""
-        conversation_service._obtain_or_create_session = AsyncMock(
-            return_value=sample_session
-        )
-        conversation_service._handle_standard_conversation = AsyncMock(
-            return_value=DetectIntentResponse(
-                responseId=str(uuid4()),
-                queryResult=QueryResult(responseText="Response"),
-            )
-        )
-
-        await conversation_service.manage_conversation(sample_request)
-
-        mock_dlp.get_obfuscated_string.assert_awaited_once()
-        assert sample_request.mensaje == "obfuscated message"
-
-    @pytest.mark.asyncio
-    async def test_manage_conversation_obtains_session(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test manage_conversation obtains session."""
-        conversation_service._obtain_or_create_session = AsyncMock(
-            return_value=sample_session
-        )
-        conversation_service._handle_standard_conversation = AsyncMock(
-            return_value=DetectIntentResponse(
-                responseId=str(uuid4()),
-                queryResult=QueryResult(responseText="Response"),
-            )
-        )
-
-        await conversation_service.manage_conversation(sample_request)
-
-        conversation_service._obtain_or_create_session.assert_awaited_once_with(
-            "1234567890"
-        )
-
-    @pytest.mark.asyncio
-    async def test_manage_conversation_uses_quick_reply_path_when_valid(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test manage_conversation uses quick reply path when valid."""
-        sample_session.pantalla_contexto = "screen_123"
-        sample_session.last_modified = datetime.now(UTC)
-
-        conversation_service._obtain_or_create_session = AsyncMock(
-            return_value=sample_session
-        )
-        mock_response = DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(responseText="Quick reply"),
-        )
-        conversation_service._handle_quick_reply_path = AsyncMock(
-            return_value=mock_response
-        )
-        conversation_service._handle_standard_conversation = AsyncMock()
-
-        result = await conversation_service.manage_conversation(sample_request)
-
-        assert result == mock_response
-        conversation_service._handle_quick_reply_path.assert_awaited_once()
-        conversation_service._handle_standard_conversation.assert_not_awaited()
-
-    @pytest.mark.asyncio
-    async def test_manage_conversation_uses_standard_path_when_no_context(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test manage_conversation uses standard path when no context."""
-        sample_session.pantalla_contexto = None
-
-        conversation_service._obtain_or_create_session = AsyncMock(
-            return_value=sample_session
-        )
-        mock_response = DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(responseText="Standard response"),
-        )
-        conversation_service._handle_standard_conversation = AsyncMock(
-            return_value=mock_response
-        )
-
-        result = await conversation_service.manage_conversation(sample_request)
-
-        assert result == mock_response
-        conversation_service._handle_standard_conversation.assert_awaited_once()
-
-    @pytest.mark.asyncio
-    async def test_manage_conversation_uses_standard_path_when_stale_context(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-        sample_session: ConversationSession,
-    ) -> None:
-        """Test manage_conversation uses standard path when context is stale."""
-        sample_session.pantalla_contexto = "screen_123"
-        sample_session.last_modified = datetime.now(UTC) - timedelta(minutes=11)
-
-        conversation_service._obtain_or_create_session = AsyncMock(
-            return_value=sample_session
-        )
-        mock_response = DetectIntentResponse(
-            responseId=str(uuid4()),
-            queryResult=QueryResult(responseText="Standard response"),
-        )
-        conversation_service._handle_quick_reply_path = AsyncMock(return_value=None)
-        conversation_service._handle_standard_conversation = AsyncMock(
-            return_value=mock_response
-        )
-
-        result = await conversation_service.manage_conversation(sample_request)
-
-        assert result == mock_response
-        conversation_service._handle_standard_conversation.assert_awaited_once()
-
-    @pytest.mark.asyncio
-    async def test_manage_conversation_handles_exceptions(
-        self,
-        conversation_service: ConversationManagerService,
-        sample_request: ConversationRequest,
-    ) -> None:
-        """Test manage_conversation handles exceptions properly."""
-        conversation_service._obtain_or_create_session = AsyncMock(
-            side_effect=Exception("Test error")
-        )
-
-        with pytest.raises(Exception, match="Test error"):
-            await conversation_service.manage_conversation(sample_request)

tests/services/test_dlp_service.py

@@ -6,7 +6,7 @@ import pytest
 from google.cloud.dlp_v2 import types
 
 from capa_de_integracion.config import Settings
-from capa_de_integracion.services import DLPService
+from capa_de_integracion.services.dlp_service import DLPService
 
 
 @pytest.fixture
@@ -21,7 +21,7 @@ def mock_settings():
 @pytest.fixture
 def service(mock_settings):
     """Create DLPService instance with mocked client."""
-    with patch("capa_de_integracion.services.dlp.dlp_v2.DlpServiceAsyncClient"):
+    with patch("capa_de_integracion.services.dlp_service.dlp_v2.DlpServiceAsyncClient"):
         return DLPService(mock_settings)
 
 

tests/services/test_firestore_service.py

@@ -7,7 +7,7 @@ from inline_snapshot import snapshot
 
 from capa_de_integracion.models import ConversationEntry, ConversationSession
 from capa_de_integracion.models.notification import Notification
-from capa_de_integracion.services.storage import FirestoreService
+from capa_de_integracion.services.firestore_service import FirestoreService
 
 
 @pytest.mark.vcr
@@ -120,8 +120,10 @@ class TestSessionManagement:
 
         mock_collection = MagicMock()
         mock_where = MagicMock()
+        mock_order = MagicMock()
         mock_collection.where.return_value = mock_where
-        mock_where.limit.return_value = mock_query
+        mock_where.order_by.return_value = mock_order
+        mock_order.limit.return_value = mock_query
 
         original_collection = clean_firestore.db.collection
         clean_firestore.db.collection = MagicMock(return_value=mock_collection)

tests/services/test_notification_manager.py

@@ -6,8 +6,10 @@ import pytest
 
 from capa_de_integracion.config import Settings
 from capa_de_integracion.models.notification import ExternalNotificationRequest
-from capa_de_integracion.services import DLPService, NotificationManagerService
-from capa_de_integracion.services.storage import FirestoreService, RedisService
+from capa_de_integracion.services.dlp_service import DLPService
+from capa_de_integracion.services.firestore_service import FirestoreService
+from capa_de_integracion.services.notification_manager import NotificationManagerService
+from capa_de_integracion.services.redis_service import RedisService
 
 
 @pytest.fixture
@@ -155,33 +157,3 @@ async def test_process_notification_generates_unique_id(service, mock_redis):
     notification2 = mock_redis.save_or_append_notification.call_args[0][0]
 
     assert notification1.id_notificacion != notification2.id_notificacion
-
-
-@pytest.mark.asyncio
-async def test_process_notification_firestore_exception_handling(
-    service, mock_redis, mock_firestore
-):
-    """Test that Firestore exceptions are handled gracefully in background task."""
-    import asyncio
-
-    # Make Firestore save fail
-    mock_firestore.save_or_append_notification = AsyncMock(
-        side_effect=Exception("Firestore connection error")
-    )
-
-    request = ExternalNotificationRequest(
-        telefono="555-1234",
-        texto="Test notification",
-        parametros_ocultos=None,
-    )
-
-    await service.process_notification(request)
-
-    # Redis should succeed
-    mock_redis.save_or_append_notification.assert_called_once()
-
-    # Give the background task time to execute
-    await asyncio.sleep(0.1)
-
-    # Firestore should have been attempted (and failed)
-    mock_firestore.save_or_append_notification.assert_called_once()

tests/services/test_quick_reply_content.py

@@ -1,29 +1,27 @@
 """Tests for QuickReplyContentService."""
 
 import json
-from unittest.mock import Mock
+from pathlib import Path
+from unittest.mock import Mock, patch
 
 import pytest
 
 from capa_de_integracion.config import Settings
 from capa_de_integracion.models.quick_replies import QuickReplyScreen
-from capa_de_integracion.services import QuickReplyContentService
+from capa_de_integracion.services.quick_reply_content import QuickReplyContentService
 
 
 @pytest.fixture
-def mock_settings(tmp_path):
+def mock_settings():
     """Create mock settings for testing."""
     settings = Mock(spec=Settings)
-    # Create the quick_replies directory
-    quick_replies_dir = tmp_path / "quick_replies"
-    quick_replies_dir.mkdir()
-    settings.base_path = tmp_path
+    settings.base_path = Path("/tmp/test_resources")
     return settings
 
 
 @pytest.fixture
 def service(mock_settings):
-    """Create QuickReplyContentService instance with empty cache."""
+    """Create QuickReplyContentService instance."""
     return QuickReplyContentService(mock_settings)
 
 
@@ -61,19 +59,22 @@ async def test_get_quick_replies_whitespace_screen_id(service):
 
 
 @pytest.mark.asyncio
-async def test_get_quick_replies_file_not_found(service):
-    """Test get_quick_replies raises error when screen not in cache."""
-    # Cache is empty (no files loaded), so any screen_id should raise ValueError
-    with pytest.raises(ValueError, match="Quick reply not found for screen_id"):
+async def test_get_quick_replies_file_not_found(service, tmp_path):
+    """Test get_quick_replies raises error when file not found."""
+    # Set service to use a temp directory where the file won't exist
+    service.quick_replies_path = tmp_path / "nonexistent_dir"
+
+    with pytest.raises(ValueError, match="Error loading quick replies"):
         await service.get_quick_replies("nonexistent")
 
 
 @pytest.mark.asyncio
-async def test_get_quick_replies_success(tmp_path):
-    """Test get_quick_replies successfully retrieves from cache."""
-    # Create test JSON file BEFORE initializing service
+async def test_get_quick_replies_success(service, tmp_path):
+    """Test get_quick_replies successfully loads file."""
+    # Create test JSON file
     quick_replies_dir = tmp_path / "quick_replies"
     quick_replies_dir.mkdir()
+    service.quick_replies_path = quick_replies_dir
 
     test_data = {
         "header": "Test Header",
@@ -96,11 +97,6 @@ async def test_get_quick_replies_success(tmp_path):
     test_file = quick_replies_dir / "test_screen.json"
     test_file.write_text(json.dumps(test_data), encoding="utf-8")
 
-    # Initialize service - it will preload the file into cache
-    settings = Mock(spec=Settings)
-    settings.base_path = tmp_path
-    service = QuickReplyContentService(settings)
-
     result = await service.get_quick_replies("test_screen")
 
     assert isinstance(result, QuickReplyScreen)
@@ -118,30 +114,25 @@ async def test_get_quick_replies_success(tmp_path):
 
 
 @pytest.mark.asyncio
-async def test_get_quick_replies_invalid_json(tmp_path):
-    """Test that invalid JSON files are skipped during cache preload."""
+async def test_get_quick_replies_invalid_json(service, tmp_path):
+    """Test get_quick_replies raises error for invalid JSON."""
     quick_replies_dir = tmp_path / "quick_replies"
     quick_replies_dir.mkdir()
+    service.quick_replies_path = quick_replies_dir
 
-    # Create invalid JSON file
     test_file = quick_replies_dir / "invalid.json"
     test_file.write_text("{ invalid json }", encoding="utf-8")
 
-    # Initialize service - invalid file should be logged but not crash
-    settings = Mock(spec=Settings)
-    settings.base_path = tmp_path
-    service = QuickReplyContentService(settings)
-
-    # Requesting the invalid screen should raise ValueError (not in cache)
-    with pytest.raises(ValueError, match="Quick reply not found for screen_id"):
+    with pytest.raises(ValueError, match="Invalid JSON format"):
         await service.get_quick_replies("invalid")
 
 
 @pytest.mark.asyncio
-async def test_get_quick_replies_minimal_data(tmp_path):
-    """Test get_quick_replies with minimal data from cache."""
+async def test_get_quick_replies_minimal_data(service, tmp_path):
+    """Test get_quick_replies with minimal data."""
     quick_replies_dir = tmp_path / "quick_replies"
     quick_replies_dir.mkdir()
+    service.quick_replies_path = quick_replies_dir
 
     test_data = {
         "preguntas": [],
@@ -150,11 +141,6 @@ async def test_get_quick_replies_minimal_data(tmp_path):
     test_file = quick_replies_dir / "minimal.json"
     test_file.write_text(json.dumps(test_data), encoding="utf-8")
 
-    # Initialize service - it will preload the file
-    settings = Mock(spec=Settings)
-    settings.base_path = tmp_path
-    service = QuickReplyContentService(settings)
-
     result = await service.get_quick_replies("minimal")
 
     assert isinstance(result, QuickReplyScreen)
@@ -182,103 +168,3 @@ async def test_validate_file_not_exists(service, tmp_path):
 
     with pytest.raises(ValueError, match="Quick reply file not found"):
         service._validate_file(test_file, "test")
-
-
-@pytest.mark.asyncio
-async def test_cache_preload_multiple_files(tmp_path):
-    """Test that cache preloads multiple files correctly."""
-    quick_replies_dir = tmp_path / "quick_replies"
-    quick_replies_dir.mkdir()
-
-    # Create multiple test files
-    for screen_id in ["home", "pagos", "transferencia"]:
-        test_data = {
-            "header": f"{screen_id} header",
-            "preguntas": [
-                {"titulo": f"Q1 for {screen_id}", "respuesta": "Answer 1"},
-            ],
-        }
-        test_file = quick_replies_dir / f"{screen_id}.json"
-        test_file.write_text(json.dumps(test_data), encoding="utf-8")
-
-    # Initialize service
-    settings = Mock(spec=Settings)
-    settings.base_path = tmp_path
-    service = QuickReplyContentService(settings)
-
-    # Verify all screens are in cache
-    home = await service.get_quick_replies("home")
-    assert home.header == "home header"
-
-    pagos = await service.get_quick_replies("pagos")
-    assert pagos.header == "pagos header"
-
-    transferencia = await service.get_quick_replies("transferencia")
-    assert transferencia.header == "transferencia header"
-
-
-@pytest.mark.asyncio
-async def test_cache_preload_with_mixed_valid_invalid(tmp_path):
-    """Test cache preload handles mix of valid and invalid files."""
-    quick_replies_dir = tmp_path / "quick_replies"
-    quick_replies_dir.mkdir()
-
-    # Create valid file
-    valid_data = {"header": "valid", "preguntas": []}
-    (quick_replies_dir / "valid.json").write_text(
-        json.dumps(valid_data), encoding="utf-8",
-    )
-
-    # Create invalid file
-    (quick_replies_dir / "invalid.json").write_text(
-        "{ invalid }", encoding="utf-8",
-    )
-
-    # Initialize service - should not crash
-    settings = Mock(spec=Settings)
-    settings.base_path = tmp_path
-    service = QuickReplyContentService(settings)
-
-    # Valid file should be in cache
-    valid = await service.get_quick_replies("valid")
-    assert valid.header == "valid"
-
-    # Invalid file should not be in cache
-    with pytest.raises(ValueError, match="Quick reply not found"):
-        await service.get_quick_replies("invalid")
-
-
-@pytest.mark.asyncio
-async def test_cache_preload_handles_generic_exception(tmp_path, monkeypatch):
-    """Test cache preload handles generic exceptions during file processing."""
-    from pathlib import Path
-    from unittest.mock import Mock
-
-    quick_replies_dir = tmp_path / "quick_replies"
-    quick_replies_dir.mkdir()
-
-    # Create valid JSON file
-    valid_data = {"header": "test", "preguntas": []}
-    (quick_replies_dir / "test.json").write_text(
-        json.dumps(valid_data), encoding="utf-8",
-    )
-
-    # Mock _parse_quick_reply_data to raise generic exception
-    def mock_parse_error(*args, **kwargs):
-        raise ValueError("Simulated parsing error")
-
-    settings = Mock(spec=Settings)
-    settings.base_path = tmp_path
-
-    # Initialize service and patch the parsing method
-    with monkeypatch.context() as m:
-        service = QuickReplyContentService(settings)
-        m.setattr(service, "_parse_quick_reply_data", mock_parse_error)
-
-        # Manually call _preload_cache to trigger the exception
-        service._cache.clear()
-        service._preload_cache()
-
-        # The file should not be in cache due to the exception
-        with pytest.raises(ValueError, match="Quick reply not found"):
-            await service.get_quick_replies("test")

tests/services/test_quick_reply_session.py

@@ -1,205 +0,0 @@
-"""Tests for QuickReplySessionService."""
-
-from datetime import UTC, datetime, timedelta
-from unittest.mock import AsyncMock, Mock
-from uuid import uuid4
-
-import pytest
-
-from capa_de_integracion.models.conversation import ConversationSession
-from capa_de_integracion.models.quick_replies import QuickReplyScreen
-from capa_de_integracion.services import QuickReplySessionService
-from capa_de_integracion.services.quick_reply.content import QuickReplyContentService
-from capa_de_integracion.services.storage.firestore import FirestoreService
-from capa_de_integracion.services.storage.redis import RedisService
-
-
-@pytest.fixture
-def mock_redis():
-    """Create mock Redis service."""
-    redis = Mock(spec=RedisService)
-    redis.get_session = AsyncMock()
-    redis.save_session = AsyncMock()
-    return redis
-
-
-@pytest.fixture
-def mock_firestore():
-    """Create mock Firestore service."""
-    firestore = Mock(spec=FirestoreService)
-    firestore.get_session_by_phone = AsyncMock()
-    firestore.create_session = AsyncMock()
-    firestore.update_pantalla_contexto = AsyncMock()
-    return firestore
-
-
-@pytest.fixture
-def mock_content():
-    """Create mock QuickReplyContentService."""
-    content = Mock(spec=QuickReplyContentService)
-    content.get_quick_replies = AsyncMock()
-    return content
-
-
-@pytest.fixture
-def service(mock_redis, mock_firestore, mock_content):
-    """Create QuickReplySessionService instance."""
-    return QuickReplySessionService(
-        redis_service=mock_redis,
-        firestore_service=mock_firestore,
-        quick_reply_content_service=mock_content,
-    )
-
-
-@pytest.mark.asyncio
-async def test_validate_phone_empty_string(service):
-    """Test phone validation with empty string."""
-    with pytest.raises(ValueError, match="Phone number is required"):
-        service._validate_phone("")
-
-
-@pytest.mark.asyncio
-async def test_validate_phone_whitespace(service):
-    """Test phone validation with whitespace only."""
-    with pytest.raises(ValueError, match="Phone number is required"):
-        service._validate_phone("   ")
-
-
-@pytest.mark.asyncio
-async def test_start_session_new_user(service, mock_firestore, mock_redis, mock_content):
-    """Test starting a quick reply session for a new user."""
-    # Setup mocks
-    mock_redis.get_session.return_value = None  # No session in Redis
-    mock_firestore.get_session_by_phone.return_value = None  # No existing session
-
-    # Mock create_session to return a session with the ID that was passed in
-    def create_session_side_effect(session_id, user_id, telefono, pantalla_contexto):
-        return ConversationSession.create(
-            session_id=session_id,
-            user_id=user_id,
-            telefono=telefono,
-            pantalla_contexto=pantalla_contexto,
-        )
-
-    mock_firestore.create_session.side_effect = create_session_side_effect
-
-    test_quick_replies = QuickReplyScreen(
-        header="Home Screen",
-        body=None,
-        button=None,
-        header_section=None,
-        preguntas=[],
-    )
-    mock_content.get_quick_replies.return_value = test_quick_replies
-
-    # Execute
-    result = await service.start_quick_reply_session(
-        telefono="555-1234",
-        _nombre="John",
-        pantalla_contexto="home",
-    )
-
-    # Verify
-    assert result.session_id is not None  # Session ID should be generated
-    assert result.quick_replies.header == "Home Screen"
-
-    mock_redis.get_session.assert_called_once_with("555-1234")
-    mock_firestore.get_session_by_phone.assert_called_once_with("555-1234")
-    mock_firestore.create_session.assert_called_once()
-
-    # Verify create_session was called with correct parameters
-    call_args = mock_firestore.create_session.call_args
-    assert call_args[0][2] == "555-1234"  # telefono
-    assert call_args[0][3] == "home"  # pantalla_contexto
-
-    mock_redis.save_session.assert_called_once()
-    mock_content.get_quick_replies.assert_called_once_with("home")
-
-
-@pytest.mark.asyncio
-async def test_start_session_existing_user(service, mock_firestore, mock_redis, mock_content):
-    """Test starting a quick reply session for an existing user."""
-    # Setup mocks - existing session
-    test_session_id = "existing-session-123"
-    test_session = ConversationSession.create(
-        session_id=test_session_id,
-        user_id="user_by_phone_5551234",
-        telefono="555-1234",
-        pantalla_contexto="old_screen",
-    )
-    mock_redis.get_session.return_value = None  # Not in Redis cache
-    mock_firestore.get_session_by_phone.return_value = test_session
-
-    test_quick_replies = QuickReplyScreen(
-        header="Payments Screen",
-        body=None,
-        button=None,
-        header_section=None,
-        preguntas=[],
-    )
-    mock_content.get_quick_replies.return_value = test_quick_replies
-
-    # Execute
-    result = await service.start_quick_reply_session(
-        telefono="555-1234",
-        _nombre="John",
-        pantalla_contexto="pagos",
-    )
-
-    # Verify
-    assert result.session_id == test_session_id
-    assert result.quick_replies.header == "Payments Screen"
-
-    mock_redis.get_session.assert_called_once_with("555-1234")
-    mock_firestore.get_session_by_phone.assert_called_once_with("555-1234")
-    mock_firestore.update_pantalla_contexto.assert_called_once_with(
-        test_session_id,
-        "pagos",
-    )
-    mock_firestore.create_session.assert_not_called()
-    mock_redis.save_session.assert_called_once()
-    mock_content.get_quick_replies.assert_called_once_with("pagos")
-
-
-@pytest.mark.asyncio
-async def test_start_session_updates_last_modified_on_existing(
-    service, mock_firestore, mock_redis, mock_content
-):
-    """Test that last_modified is refreshed when updating pantalla_contexto.
-
-    Ensures quick reply context won't be incorrectly marked as stale
-    when the session was idle before the user opened a quick reply screen.
-    """
-    stale_time = datetime.now(UTC) - timedelta(minutes=20)
-    test_session = ConversationSession.create(
-        session_id="session-123",
-        user_id="user_by_phone_5551234",
-        telefono="555-1234",
-        pantalla_contexto=None,
-    )
-    test_session.last_modified = stale_time
-
-    mock_redis.get_session.return_value = test_session
-    mock_content.get_quick_replies.return_value = QuickReplyScreen(
-        header="H", body=None, button=None, header_section=None, preguntas=[]
-    )
-
-    await service.start_quick_reply_session(
-        telefono="555-1234",
-        _nombre="John",
-        pantalla_contexto="pagos",
-    )
-
-    saved_session = mock_redis.save_session.call_args[0][0]
-    assert saved_session.last_modified > stale_time
-
-
-@pytest.mark.asyncio
-async def test_start_session_invalid_phone(service):
-    """Test starting session with invalid phone number."""
-    with pytest.raises(ValueError, match="Phone number is required"):
-        await service.start_quick_reply_session(
-            telefono="",
-            _nombre="John",
-            pantalla_contexto="home",
-        )

tests/services/test_rag_services.py

@@ -201,25 +201,6 @@ class TestHTTPRAGService:
 
             mock_client.aclose.assert_called_once()
 
-    @pytest.mark.asyncio
-    async def test_http_generic_exception(self):
-        """Test HTTP RAG service handles generic exceptions during processing."""
-        mock_response = Mock()
-        mock_response.raise_for_status = Mock()
-        # Make json() raise a generic exception
-        mock_response.json = Mock(side_effect=ValueError("Invalid response format"))
-
-        with patch("httpx.AsyncClient") as mock_client_class:
-            mock_client = AsyncMock()
-            mock_client.post = AsyncMock(return_value=mock_response)
-            mock_client_class.return_value = mock_client
-
-            service = HTTPRAGService(endpoint_url="http://test.example.com/rag")
-            messages = [{"role": "user", "content": "Hello"}]
-
-            with pytest.raises(ValueError, match="Invalid response format"):
-                await service.query(messages)
-
 
 class TestRAGModels:
     """Tests for RAG data models."""

tests/services/test_redis_service.py

@@ -9,7 +9,7 @@ from inline_snapshot import snapshot
 from capa_de_integracion.config import Settings
 from capa_de_integracion.models import ConversationEntry, ConversationSession
 from capa_de_integracion.models.notification import Notification, NotificationSession
-from capa_de_integracion.services.storage import RedisService
+from capa_de_integracion.services.redis_service import RedisService
 
 
 class TestConnectionManagement:

tests/test_dependencies.py

@@ -11,7 +11,6 @@ from capa_de_integracion.dependencies import (
     get_firestore_service,
     get_notification_manager,
     get_quick_reply_content_service,
-    get_quick_reply_session_service,
     get_rag_service,
     get_redis_service,
     init_services,
@@ -23,10 +22,10 @@ from capa_de_integracion.services import (
     DLPService,
     NotificationManagerService,
     QuickReplyContentService,
-    QuickReplySessionService,
 )
+from capa_de_integracion.services.firestore_service import FirestoreService
 from capa_de_integracion.services.rag import EchoRAGService, HTTPRAGService
-from capa_de_integracion.services.storage import FirestoreService, RedisService
+from capa_de_integracion.services.redis_service import RedisService
 
 
 def test_get_redis_service():
@@ -78,21 +77,6 @@ def test_get_quick_reply_content_service():
     assert service is service2
 
 
-def test_get_quick_reply_session_service():
-    """Test get_quick_reply_session_service returns QuickReplySessionService."""
-    get_quick_reply_session_service.cache_clear()
-    get_redis_service.cache_clear()
-    get_firestore_service.cache_clear()
-    get_quick_reply_content_service.cache_clear()
-
-    service = get_quick_reply_session_service()
-    assert isinstance(service, QuickReplySessionService)
-
-    # Should return same instance (cached)
-    service2 = get_quick_reply_session_service()
-    assert service is service2
-
-
 def test_get_notification_manager():
     """Test get_notification_manager returns NotificationManagerService."""
     get_notification_manager.cache_clear()

tests/test_main.py

@@ -47,15 +47,14 @@ def test_app_has_routers():
 
 def test_main_entry_point():
     """Test main entry point calls uvicorn.run."""
-    with patch("capa_de_integracion.main.uvicorn.run") as mock_run, \
-         patch("sys.argv", ["capa-de-integracion"]):
+    with patch("capa_de_integracion.main.uvicorn.run") as mock_run:
         main()
 
         mock_run.assert_called_once()
         call_kwargs = mock_run.call_args.kwargs
         assert call_kwargs["host"] == "0.0.0.0"
         assert call_kwargs["port"] == 8080
-        assert call_kwargs["workers"] == 1
+        assert call_kwargs["reload"] is True
 
 
 @pytest.mark.asyncio

tests/test_routers_simple.py

@@ -8,11 +8,6 @@ from capa_de_integracion.models import ConversationRequest, DetectIntentResponse
 from capa_de_integracion.models.notification import ExternalNotificationRequest
 from capa_de_integracion.models.quick_replies import QuickReplyScreen
 from capa_de_integracion.routers import conversation, notification, quick_replies
-from capa_de_integracion.routers.quick_replies import (
-    QuickReplyScreenRequest,
-    QuickReplyUser,
-)
-from capa_de_integracion.services.quick_reply.session import QuickReplySessionResponse
 
 
 @pytest.mark.asyncio
@@ -141,79 +136,3 @@ async def test_process_notification_general_error():
         await notification.process_notification(request, mock_manager)
 
     assert exc_info.value.status_code == 500
-
-
-@pytest.mark.asyncio
-async def test_start_quick_reply_session_success():
-    """Test quick reply session endpoint with success."""
-    mock_service = Mock()
-    mock_result = QuickReplySessionResponse(
-        session_id="test-session-123",
-        quick_replies=QuickReplyScreen(
-            header="Test Header",
-            body=None,
-            button=None,
-            header_section=None,
-            preguntas=[],
-        ),
-    )
-    mock_service.start_quick_reply_session = AsyncMock(return_value=mock_result)
-
-    request = QuickReplyScreenRequest(
-        usuario=QuickReplyUser(telefono="555-1234", nombre="John"),
-        pantallaContexto="home",
-    )
-
-    response = await quick_replies.start_quick_reply_session(request, mock_service)
-
-    assert response.response_id == "test-session-123"
-    assert response.quick_replies.header == "Test Header"
-    mock_service.start_quick_reply_session.assert_called_once_with(
-        telefono="555-1234",
-        _nombre="John",
-        pantalla_contexto="home",
-    )
-
-
-@pytest.mark.asyncio
-async def test_start_quick_reply_session_value_error():
-    """Test quick reply session with ValueError."""
-    mock_service = Mock()
-    mock_service.start_quick_reply_session = AsyncMock(
-        side_effect=ValueError("Invalid screen"),
-    )
-
-    request = QuickReplyScreenRequest(
-        usuario=QuickReplyUser(telefono="555-1234", nombre="John"),
-        pantallaContexto="invalid",
-    )
-
-    from fastapi import HTTPException
-
-    with pytest.raises(HTTPException) as exc_info:
-        await quick_replies.start_quick_reply_session(request, mock_service)
-
-    assert exc_info.value.status_code == 400
-    assert "Invalid screen" in str(exc_info.value.detail)
-
-
-@pytest.mark.asyncio
-async def test_start_quick_reply_session_general_error():
-    """Test quick reply session with general Exception."""
-    mock_service = Mock()
-    mock_service.start_quick_reply_session = AsyncMock(
-        side_effect=RuntimeError("Database error"),
-    )
-
-    request = QuickReplyScreenRequest(
-        usuario=QuickReplyUser(telefono="555-1234", nombre="John"),
-        pantallaContexto="home",
-    )
-
-    from fastapi import HTTPException
-
-    with pytest.raises(HTTPException) as exc_info:
-        await quick_replies.start_quick_reply_session(request, mock_service)
-
-    assert exc_info.value.status_code == 500
-    assert "Internal server error" in str(exc_info.value.detail)

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