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ba97ab3fc7
...
bc23ca27e4
| Author | SHA1 | Date | |
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| bc23ca27e4 | |||
| 12c91b7c25 |
@@ -3,6 +3,10 @@ google_cloud_location: us-central1
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firestore_db: bnt-orquestador-cognitivo-firestore-bdo-dev
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# Notifications configuration
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notifications_collection_path: "artifacts/bnt-orquestador-cognitivo-dev/notifications"
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notifications_max_to_notify: 5
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mcp_remote_url: "https://ap01194-orq-cog-rag-connector-1007577023101.us-central1.run.app/mcp"
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# audience sin la ruta, para emitir el ID Token:
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mcp_audience: "https://ap01194-orq-cog-rag-connector-1007577023101.us-central1.run.app"
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@@ -1,37 +1,61 @@
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"""ADK agent with vector search RAG tool."""
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from functools import partial
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from google import genai
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from google.adk.agents.llm_agent import Agent
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from google.adk.runners import Runner
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from google.adk.tools.mcp_tool import McpToolset
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from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
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from google.cloud.firestore_v1.async_client import AsyncClient
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from google.genai.types import Content, Part
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from va_agent.auth import auth_headers_provider
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from va_agent.config import settings
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from va_agent.dynamic_instruction import provide_dynamic_instruction
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from va_agent.notifications import NotificationService
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from va_agent.session import FirestoreSessionService
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from va_agent.governance import GovernancePlugin
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# MCP Toolset for RAG knowledge search
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toolset = McpToolset(
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connection_params=StreamableHTTPConnectionParams(url=settings.mcp_remote_url),
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header_provider=auth_headers_provider,
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)
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# Shared Firestore client for session service and notifications
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firestore_db = AsyncClient(database=settings.firestore_db)
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# Session service with compaction
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session_service = FirestoreSessionService(
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db=firestore_db,
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compaction_token_threshold=10_000,
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genai_client=genai.Client(),
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)
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# Notification service
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notification_service = NotificationService(
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db=firestore_db,
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collection_path=settings.notifications_collection_path,
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max_to_notify=settings.notifications_max_to_notify,
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)
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# Agent with static and dynamic instructions
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governance = GovernancePlugin()
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agent = Agent(
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model=settings.agent_model,
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name=settings.agent_name,
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static_instruction=Content(
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role="user",
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parts=[Part(text=settings.agent_instructions)],
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),
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instruction=settings.agent_instructions,
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tools=[toolset],
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after_model_callback=governance.after_model_callback,
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)
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session_service = FirestoreSessionService(
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db=AsyncClient(database=settings.firestore_db),
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compaction_token_threshold=10_000,
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genai_client=genai.Client(),
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)
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# Runner
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runner = Runner(
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app_name="va_agent",
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agent=agent,
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@@ -26,6 +26,12 @@ class AgentSettings(BaseSettings):
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# Firestore configuration
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firestore_db: str
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# Notifications configuration
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notifications_collection_path: str = (
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"artifacts/bnt-orquestador-cognitivo-dev/notifications"
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)
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notifications_max_to_notify: int = 5
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# MCP configuration
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mcp_audience: str
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mcp_remote_url: str
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120
src/va_agent/dynamic_instruction.py
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120
src/va_agent/dynamic_instruction.py
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@@ -0,0 +1,120 @@
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"""Dynamic instruction provider for VAia agent."""
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from __future__ import annotations
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import logging
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from typing import TYPE_CHECKING
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if TYPE_CHECKING:
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from google.adk.agents.readonly_context import ReadonlyContext
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from va_agent.notifications import NotificationService
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logger = logging.getLogger(__name__)
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async def provide_dynamic_instruction(
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notification_service: NotificationService,
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ctx: ReadonlyContext | None = None,
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) -> str:
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"""Provide dynamic instructions based on pending notifications.
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This function is called by the ADK agent on each message. It:
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1. Checks if this is the first message in the session (< 2 events)
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2. Queries Firestore for pending notifications
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3. Marks them as notified
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4. Returns a dynamic instruction for the agent to mention them
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Args:
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notification_service: Service for fetching/marking notifications
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ctx: Agent context containing session information
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Returns:
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Dynamic instruction string (empty if no notifications or not first message)
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"""
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# Only check notifications on the first message
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if not ctx or not ctx._invocation_context:
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logger.debug("No context available for dynamic instruction")
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return ""
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session = ctx._invocation_context.session
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if not session:
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logger.debug("No session available for dynamic instruction")
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return ""
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# FOR TESTING: Always check for notifications (comment out to enable first-message-only)
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# Only check on first message (when events list is empty or has only 1-2 events)
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# Events include both user and agent messages, so < 2 means first interaction
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# event_count = len(session.events) if session.events else 0
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#
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# if event_count >= 2:
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# logger.debug(
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# "Skipping notification check: not first message (event_count=%d)",
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# event_count,
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# )
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# return ""
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# Extract phone number from user_id (they are the same in this implementation)
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phone_number = session.user_id
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logger.info(
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"First message detected for user %s, checking for pending notifications",
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phone_number,
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)
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try:
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# Fetch pending notifications
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pending_notifications = await notification_service.get_pending_notifications(
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phone_number
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)
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if not pending_notifications:
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logger.info("No pending notifications for user %s", phone_number)
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return ""
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# Build dynamic instruction with notification details
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notification_ids = [n.get("id_notificacion") for n in pending_notifications]
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count = len(pending_notifications)
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# Format notification details for the agent
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notification_details = []
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for notif in pending_notifications:
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evento = notif.get("nombre_evento_dialogflow", "notificacion")
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texto = notif.get("texto", "Sin texto")
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notification_details.append(f" - Evento: {evento} | Texto: {texto}")
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details_text = "\n".join(notification_details)
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instruction = f"""
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IMPORTANTE - NOTIFICACIONES PENDIENTES:
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El usuario tiene {count} notificación(es) sin leer:
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{details_text}
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INSTRUCCIONES:
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- Menciona estas notificaciones de forma natural en tu respuesta inicial
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- No necesitas leerlas todas literalmente, solo hazle saber que las tiene
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- Sé breve y directo según tu personalidad (directo y cálido)
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- Si el usuario pregunta algo específico, prioriza responder eso primero y luego menciona las notificaciones
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Ejemplo: "¡Hola! 👋 Antes de empezar, veo que tienes {count} notificación(es) pendiente(s) en tu cuenta. ¿Te gustaría revisarlas o prefieres que te ayude con algo más?"
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"""
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# Mark notifications as notified in Firestore
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await notification_service.mark_as_notified(phone_number, notification_ids)
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logger.info(
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"Returning dynamic instruction with %d notification(s) for user %s",
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count,
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phone_number,
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)
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return instruction
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except Exception:
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logger.exception(
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"Error building dynamic instruction for user %s", phone_number
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)
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return ""
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232
src/va_agent/notifications.py
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232
src/va_agent/notifications.py
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@@ -0,0 +1,232 @@
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"""Notification management for VAia agent."""
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from __future__ import annotations
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import logging
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import time
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from typing import TYPE_CHECKING, Any
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if TYPE_CHECKING:
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from google.cloud.firestore_v1.async_client import AsyncClient
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logger = logging.getLogger(__name__)
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class NotificationService:
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"""Service for fetching and managing user notifications from Firestore."""
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def __init__(
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self,
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*,
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db: AsyncClient,
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collection_path: str,
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max_to_notify: int = 5,
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) -> None:
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"""Initialize NotificationService.
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Args:
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db: Firestore async client
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collection_path: Path to notifications collection
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max_to_notify: Maximum number of notifications to return
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"""
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self._db = db
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self._collection_path = collection_path
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self._max_to_notify = max_to_notify
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async def get_pending_notifications(
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self, phone_number: str
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) -> list[dict[str, Any]]:
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"""Get pending notifications for a user.
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Retrieves notifications that have not been notified by the agent yet,
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ordered by timestamp (most recent first), limited to max_to_notify.
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Args:
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phone_number: User's phone number (used as document ID)
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Returns:
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List of notification dictionaries with structure:
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{
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"id_notificacion": str,
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"texto": str,
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"status": str,
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"timestamp_creacion": timestamp,
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"parametros": {...}
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}
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"""
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try:
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# Query Firestore document by phone number
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doc_ref = self._db.collection(self._collection_path).document(
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phone_number
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)
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doc = await doc_ref.get()
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if not doc.exists:
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logger.info(
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"No notification document found for phone: %s", phone_number
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)
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return []
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data = doc.to_dict() or {}
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all_notifications = data.get("notificaciones", [])
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if not all_notifications:
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logger.info("No notifications in array for phone: %s", phone_number)
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return []
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# Filter notifications that have NOT been notified by the agent
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pending = [
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n
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for n in all_notifications
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if not n.get("notified_by_agent", False)
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]
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if not pending:
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logger.info(
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"All notifications already notified for phone: %s", phone_number
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)
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return []
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# Sort by timestamp_creacion (most recent first)
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pending.sort(
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key=lambda n: n.get("timestamp_creacion", 0), reverse=True
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)
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# Return top N most recent
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result = pending[: self._max_to_notify]
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logger.info(
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"Found %d pending notifications for phone: %s (returning top %d)",
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len(pending),
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phone_number,
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len(result),
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)
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return result
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except Exception:
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logger.exception(
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"Failed to fetch notifications for phone: %s", phone_number
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)
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return []
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async def mark_as_notified(
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self, phone_number: str, notification_ids: list[str]
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) -> bool:
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"""Mark notifications as notified by the agent.
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Updates the notifications in Firestore by adding:
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- notified_by_agent: true
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- notified_at: current timestamp
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Args:
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phone_number: User's phone number (document ID)
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notification_ids: List of id_notificacion values to mark
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Returns:
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True if update was successful, False otherwise
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"""
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if not notification_ids:
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return True
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try:
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doc_ref = self._db.collection(self._collection_path).document(
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phone_number
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)
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doc = await doc_ref.get()
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if not doc.exists:
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logger.warning(
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"Cannot mark notifications as notified: document not found for %s",
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phone_number,
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)
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return False
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data = doc.to_dict() or {}
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notificaciones = data.get("notificaciones", [])
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if not notificaciones:
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logger.warning(
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"Cannot mark notifications: empty array for %s", phone_number
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)
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return False
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# Update matching notifications
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now = time.time()
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updated_count = 0
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for notif in notificaciones:
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if notif.get("id_notificacion") in notification_ids:
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notif["notified_by_agent"] = True
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notif["notified_at"] = now
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updated_count += 1
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if updated_count == 0:
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logger.warning(
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"No notifications matched IDs for phone: %s", phone_number
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)
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return False
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# Save back to Firestore
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await doc_ref.update(
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{
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"notificaciones": notificaciones,
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"ultima_actualizacion": now,
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}
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)
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logger.info(
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"Marked %d notification(s) as notified for phone: %s",
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updated_count,
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phone_number,
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)
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return True
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except Exception:
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logger.exception(
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"Failed to mark notifications as notified for phone: %s",
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phone_number,
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)
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return False
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def format_notification_summary(
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self, notifications: list[dict[str, Any]]
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) -> str:
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"""Format notifications into a human-readable summary.
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Args:
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notifications: List of notification dictionaries
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Returns:
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Formatted string summarizing the notifications
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"""
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if not notifications:
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return ""
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count = len(notifications)
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summary_lines = [
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f"El usuario tiene {count} notificación(es) pendiente(s):"
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]
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for i, notif in enumerate(notifications, 1):
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texto = notif.get("texto", "Sin texto")
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params = notif.get("parametros", {})
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# Extract key parameters if available
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amount = params.get("notification_po_amount")
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tx_id = params.get("notification_po_transaction_id")
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line = f"{i}. {texto}"
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if amount:
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line += f" (monto: ${amount})"
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if tx_id:
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line += f" [ID: {tx_id}]"
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summary_lines.append(line)
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return "\n".join(summary_lines)
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Reference in New Issue
Block a user