1088 lines
48 KiB
Python
1088 lines
48 KiB
Python
"""
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Real Estate feature — AI-based intent recognition and CRUD operations.
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Handles natural language processing, intent analysis, direct query execution,
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and intent-based CRUD operations for the real estate domain.
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"""
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import json
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import re
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import logging
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from typing import Optional, Dict, Any, List
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from fastapi import HTTPException, status
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from modules.datamodels.datamodelUam import User
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from .datamodelFeatureRealEstate import (
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Projekt,
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Parzelle,
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StatusProzess,
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GeoPolylinie,
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GeoPunkt,
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Kontext,
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Gemeinde,
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Kanton,
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Land,
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)
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from modules.serviceCenter import getService
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from modules.serviceCenter.context import ServiceCenterContext
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from .interfaceFeatureRealEstate import getInterface as getRealEstateInterface
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from .serviceGeometry import fetch_parcel_polygon_from_swisstopo
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logger = logging.getLogger(__name__)
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async def executeDirectQuery(
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currentUser: User,
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mandateId: str,
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queryText: str,
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parameters: Optional[Dict[str, Any]] = None,
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) -> Dict[str, Any]:
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"""
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Execute a database query directly without session management.
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Args:
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currentUser: Current authenticated user
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mandateId: Mandate context (from RequestContext / X-Mandate-Id header)
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queryText: SQL query text
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parameters: Optional parameters for parameterized queries
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Returns:
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Dictionary containing query result (rows, columns, rowCount)
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Note:
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- No session or query history is saved
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- Query is executed directly and result is returned
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- For production, validate and sanitize queries before execution
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"""
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try:
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logger.info(f"Executing direct query for user {currentUser.id} (mandate: {mandateId})")
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logger.debug(f"Query text: {queryText}")
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if parameters:
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logger.debug(f"Query parameters: {parameters}")
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realEstateInterface = getRealEstateInterface(currentUser, mandateId=mandateId)
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result = realEstateInterface.executeQuery(queryText, parameters)
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logger.info(
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f"Query executed successfully: {result['rowCount']} rows in {result.get('executionTime', 0):.3f}s"
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)
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return {
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"status": "success",
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"rows": result["rows"],
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"columns": result["columns"],
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"rowCount": result["rowCount"],
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"executionTime": result.get("executionTime", 0),
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}
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except Exception as e:
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logger.error(f"Error executing query: {str(e)}", exc_info=True)
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raise
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def _formatEntitySummary(entity_type: str, items: List[Dict[str, Any]], filters: Dict[str, Any]) -> str:
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"""
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Format a human-readable summary of query results.
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Args:
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entity_type: Type of entity (Projekt, Parzelle, etc.)
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items: List of entity data dictionaries
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filters: Filter parameters used in the query
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Returns:
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Human-readable summary string
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"""
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if not items:
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return f"Keine {entity_type} gefunden"
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count = len(items)
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filter_desc = ""
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if filters:
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if "kontextGemeinde" in filters:
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filter_desc = f" in {filters['kontextGemeinde']}"
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elif "plz" in filters:
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filter_desc = f" mit PLZ {filters['plz']}"
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elif "location_filter" in filters:
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filter_desc = f" in {filters['location_filter']}"
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summary = f"Gefunden: {count} {entity_type}{filter_desc}"
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if entity_type == "Parzelle":
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summary += "\n\nDetails:"
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for i, item in enumerate(items[:10], 1):
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parts = []
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if item.get("label"):
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parts.append(f"Parzelle '{item['label']}'")
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elif item.get("id"):
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parts.append(f"Parzelle {item['id'][:8]}...")
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if item.get("strasseNr"):
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parts.append(item["strasseNr"])
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location_parts = []
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if item.get("plz"):
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location_parts.append(item["plz"])
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if item.get("kontextGemeinde"):
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location_parts.append(item["kontextGemeinde"])
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if location_parts:
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parts.append(" ".join(location_parts))
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if item.get("bauzone"):
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parts.append(f"Bauzone: {item['bauzone']}")
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summary += f"\n{i}. {', '.join(parts)}"
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if count > 10:
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summary += f"\n... und {count - 10} weitere"
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elif entity_type == "Projekt":
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summary += "\n\nDetails:"
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for i, item in enumerate(items[:10], 1):
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parts = []
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if item.get("label"):
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parts.append(f"'{item['label']}'")
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if item.get("statusProzess"):
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parts.append(f"Status: {item['statusProzess']}")
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parzellen = item.get("parzellen", [])
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if parzellen:
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parts.append(f"{len(parzellen)} Parzelle(n)")
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summary += f"\n{i}. {' - '.join(parts)}"
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if count > 10:
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summary += f"\n... und {count - 10} weitere"
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elif entity_type == "Gemeinde":
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summary += "\n\nDetails:"
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for i, item in enumerate(items[:10], 1):
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parts = []
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if item.get("label"):
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parts.append(item["label"])
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if item.get("plz"):
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parts.append(f"PLZ: {item['plz']}")
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if item.get("abk"):
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parts.append(f"Abk: {item['abk']}")
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summary += f"\n{i}. {', '.join(parts)}"
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if count > 10:
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summary += f"\n... und {count - 10} weitere"
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elif entity_type == "Dokument":
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summary += "\n\nDetails:"
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for i, item in enumerate(items[:10], 1):
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parts = []
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if item.get("label"):
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parts.append(item["label"])
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if item.get("dokumentTyp"):
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parts.append(f"Typ: {item['dokumentTyp']}")
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if item.get("quelle"):
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parts.append(f"Quelle: {item['quelle']}")
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summary += f"\n{i}. {', '.join(parts)}"
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if count > 10:
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summary += f"\n... und {count - 10} weitere"
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else:
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if count <= 5:
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summary += "\n\nDetails:"
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for i, item in enumerate(items, 1):
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label = item.get("label") or item.get("id", "")
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if label:
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summary += f"\n{i}. {label}"
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return summary
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async def processNaturalLanguageCommand(
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currentUser: User,
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mandateId: str,
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userInput: str,
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) -> Dict[str, Any]:
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"""
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Process natural language user input and execute corresponding CRUD operations.
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Uses AI to analyze user intent and extract parameters, then executes the appropriate
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CRUD operation through the interface. Works stateless without session management.
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Args:
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currentUser: Current authenticated user
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mandateId: Mandate context (from RequestContext / X-Mandate-Id header)
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userInput: Natural language command from user
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Returns:
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Dictionary containing operation result and metadata
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Example user inputs:
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- "Erstelle ein neues Projekt namens 'Hauptstrasse 42'"
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- "Zeige mir alle Projekte in Zürich"
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- "Aktualisiere Projekt XYZ mit Status 'Planung'"
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- "Lösche Parzelle ABC"
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- "SELECT * FROM Projekt WHERE plz = '8000'"
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"""
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try:
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logger.info(f"Processing natural language command for user {currentUser.id} (mandate: {mandateId})")
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logger.debug(f"User input: {userInput}")
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ctx = ServiceCenterContext(user=currentUser, mandateId=mandateId)
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aiService = getService("ai", ctx)
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intentAnalysis = await analyzeUserIntent(aiService, userInput)
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logger.info(f"Intent analysis result: intent={intentAnalysis.get('intent')}, entity={intentAnalysis.get('entity')}")
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result = await executeIntentBasedOperation(
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currentUser=currentUser,
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mandateId=mandateId,
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intent=intentAnalysis["intent"],
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entity=intentAnalysis.get("entity"),
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parameters=intentAnalysis.get("parameters", {}),
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)
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response = {
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"success": True,
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"intent": intentAnalysis["intent"],
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"entity": intentAnalysis.get("entity"),
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"result": result,
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}
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if intentAnalysis["intent"] == "CREATE" and isinstance(result, dict):
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operation_result = result.get("result")
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if isinstance(operation_result, dict):
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entity_name = intentAnalysis.get('entity', 'Eintrag')
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label = operation_result.get("label", operation_result.get("id", ""))
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msg_parts = [f"✅ {entity_name} '{label}' erfolgreich erstellt"]
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if entity_name == "Parzelle":
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if operation_result.get("plz"):
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msg_parts.append(f"PLZ: {operation_result['plz']}")
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if operation_result.get("kontextGemeinde"):
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msg_parts.append(f"Gemeinde: {operation_result['kontextGemeinde']}")
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if operation_result.get("bauzone"):
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msg_parts.append(f"Bauzone: {operation_result['bauzone']}")
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kontext_items = operation_result.get("kontextInformationen", [])
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if kontext_items:
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msg_parts.append(f"\n📋 {len(kontext_items)} Kontextinformationen gespeichert:")
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for kontext in kontext_items[:5]:
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thema = kontext.get("thema", "")
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inhalt = kontext.get("inhalt", "")
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if thema and inhalt:
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msg_parts.append(f" • {thema}: {inhalt}")
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if len(kontext_items) > 5:
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msg_parts.append(f" • ... und {len(kontext_items) - 5} weitere")
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elif entity_name == "Projekt":
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if operation_result.get("statusProzess"):
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msg_parts.append(f"Status: {operation_result['statusProzess']}")
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parzellen = operation_result.get("parzellen", [])
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if parzellen:
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msg_parts.append(f"{len(parzellen)} Parzelle(n)")
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response["message"] = "\n".join(msg_parts)
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elif intentAnalysis["intent"] == "READ" and isinstance(result, dict):
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operation_result = result.get("result")
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if isinstance(operation_result, list):
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response["count"] = len(operation_result)
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entity_name = intentAnalysis.get('entity', 'Einträge')
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if len(operation_result) == 0:
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filter_info = intentAnalysis.get('parameters', {})
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if filter_info:
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filter_desc = ", ".join([f"{k}={v}" for k, v in filter_info.items()])
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response["message"] = f"Keine {entity_name} gefunden mit Filter: {filter_desc}. Möglicherweise sind noch keine Daten vorhanden oder der Filter ist zu spezifisch."
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else:
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response["message"] = f"Keine {entity_name} vorhanden. Erstellen Sie zuerst neue Einträge."
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else:
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response["message"] = _formatEntitySummary(
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entity_name,
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operation_result,
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intentAnalysis.get('parameters', {})
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)
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elif isinstance(operation_result, dict):
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response["count"] = 1
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entity_name = intentAnalysis.get('entity', 'Eintrag')
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response["message"] = _formatEntitySummary(entity_name, [operation_result], {})
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return response
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except Exception as e:
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logger.error(f"Error processing natural language command: {str(e)}", exc_info=True)
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raise
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async def analyzeUserIntent(
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aiService,
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userInput: str
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) -> Dict[str, Any]:
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"""
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Use AI to analyze user input and extract intent, entity, and parameters.
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Args:
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aiService: AI service instance
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userInput: Natural language user input
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Returns:
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Dictionary with 'intent', 'entity', and 'parameters'
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"""
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intentPrompt = f"""
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Analyze the following user command and extract the intent, entity, and parameters.
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User Command: "{userInput}"
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Available intents:
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- CREATE: User wants to create a new entity
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- READ: User wants to read/query entities
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- UPDATE: User wants to update an existing entity
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- DELETE: User wants to delete an entity
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- QUERY: User wants to execute a database query (SQL statements)
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Available entities and their fields:
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**Projekt** (Real estate project):
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- id: string (primary key)
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- mandateId: string (mandate ID)
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- label: string (project designation/name)
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- statusProzess: string enum (Eingang, Analyse, Studie, Planung, Baurechtsverfahren, Umsetzung, Archiv)
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- perimeter: GeoPolylinie (geographic boundary, JSONB)
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- baulinie: GeoPolylinie (building line, JSONB)
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- parzellen: List[Parzelle] (plots belonging to project, JSONB)
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- dokumente: List[Dokument] (documents, JSONB)
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- kontextInformationen: List[Kontext] (context info, JSONB)
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**Parzelle** (Plot/parcel):
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- id: string (primary key)
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- mandateId: string (mandate ID)
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- label: string (plot designation)
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- strasseNr: string (street and house number)
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- plz: string (postal code)
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- kontextGemeinde: string (municipality ID, Foreign Key to Gemeinde table)
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- bauzone: string (building zone, e.g. W3, WG2)
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- az: float (Ausnützungsziffer)
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- bz: float (Bebauungsziffer)
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- vollgeschossZahl: int (number of allowed full floors)
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- gebaeudehoeheMax: float (maximum building height in meters)
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- laermschutzzone: string (noise protection zone)
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- hochwasserschutzzone: string (flood protection zone)
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- grundwasserschutzzone: string (groundwater protection zone)
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- parzelleBebaut: JaNein enum (is plot built)
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- parzelleErschlossen: JaNein enum (is plot developed)
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- parzelleHanglage: JaNein enum (is plot on slope)
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- kontextInformationen: List[Kontext] (metadata - each item has 'thema' and 'inhalt' fields only)
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**Kontext** (Context information for metadata):
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- thema: string (topic/subject, e.g. "EGRID", "Fläche", "Zentrum")
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- inhalt: string (content as text, e.g. "CH887199917793", "6514.99 m²", "X: 123, Y: 456")
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**Important relationships:**
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- Projekte contain Parzellen (projects have plots)
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- Parzelle links to Gemeinde (via kontextGemeinde)
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- Gemeinde links to Kanton (via id_kanton)
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- Kanton links to Land (via id_land)
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- Location queries (city, postal code) should use Parzelle.kontextGemeinde (municipality name will be resolved to ID)
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- Projekt does NOT have location fields directly - location is stored in associated Parzellen
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Return a JSON object with the following structure:
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{{
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"intent": "CREATE|READ|UPDATE|DELETE|QUERY",
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"entity": "Projekt|Parzelle|Dokument|Kanton|Gemeinde|null",
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"parameters": {{
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// Extracted parameters from user input
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// For CREATE/UPDATE: include all relevant fields using EXACT field names from above
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// For READ: include filter criteria using EXACT field names (id, label, plz, kontextGemeinde, etc.)
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// For DELETE: include entity ID if mentioned
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// For QUERY: include queryText if SQL is detected
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// IMPORTANT: Use only field names that exist in the entity definition above
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}},
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"confidence": 0.0-1.0 // Confidence score for the analysis
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}}
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Examples:
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- Input: "Erstelle ein neues Projekt namens 'Hauptstrasse 42'"
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Output: {{"intent": "CREATE", "entity": "Projekt", "parameters": {{"label": "Hauptstrasse 42"}}, "confidence": 0.95}}
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- Input: "Erstelle eine Parzelle mit Label 123, PLZ 8000, Gemeinde Zürich, Bauzone W3"
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Output: {{"intent": "CREATE", "entity": "Parzelle", "parameters": {{"label": "123", "plz": "8000", "kontextGemeinde": "Zürich", "bauzone": "W3"}}, "confidence": 0.95}}
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- Input: "Parzellen-Informationen: ID:AA1704, Nummer:AA1704, EGRID:CH887199917793, Kanton:ZH, Gemeinde:Zürich, Gemeinde-Code:261, Fläche:6514.99 m², Zentrum:2682951.44,1247622.91"
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Output: {{
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"intent": "CREATE",
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"entity": "Parzelle",
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"parameters": {{
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"label": "AA1704",
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"parzellenAliasTags": ["AA1704"],
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"kontextGemeinde": "Zürich",
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"kontextInformationen": [
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{{"thema": "EGRID", "inhalt": "CH887199917793"}},
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{{"thema": "Kanton", "inhalt": "ZH"}},
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{{"thema": "BFS-Nummer", "inhalt": "261"}},
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{{"thema": "Fläche", "inhalt": "6514.99 m²"}},
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{{"thema": "Zentrum (LV95)", "inhalt": "X: 2682951.44 m, Y: 1247622.91 m (EPSG:2056)"}}
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]
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}},
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"confidence": 0.9
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}}
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Note: Extract structured data from detailed input. Use kontextInformationen for metadata. Each item has 'thema' (topic) and 'inhalt' (content as text).
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- Input: "Zeige mir alle Projekte"
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Output: {{"intent": "READ", "entity": "Projekt", "parameters": {{}}, "confidence": 0.9}}
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- Input: "Zeige mir Projekte in Zürich" or "Wie viele Projekte in Zürich"
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Output: {{"intent": "READ", "entity": "Projekt", "parameters": {{"location_filter": "Zürich"}}, "confidence": 0.9}}
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Note: For project location queries, use Projekt entity with location_filter parameter
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- Input: "Zeige mir Parzellen mit PLZ 8000"
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Output: {{"intent": "READ", "entity": "Parzelle", "parameters": {{"plz": "8000"}}, "confidence": 0.95}}
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- Input: "Aktualisiere Projekt XYZ mit Status 'Planung'"
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Output: {{"intent": "UPDATE", "entity": "Projekt", "parameters": {{"id": "XYZ", "statusProzess": "Planung"}}, "confidence": 0.85}}
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- Input: "SELECT * FROM Projekt WHERE label = 'Test'"
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Output: {{"intent": "QUERY", "entity": null, "parameters": {{"queryText": "SELECT * FROM Projekt WHERE label = 'Test'", "queryType": "sql"}}, "confidence": 1.0}}
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- Input: "Lösche Parzelle ABC"
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Output: {{"intent": "DELETE", "entity": "Parzelle", "parameters": {{"id": "ABC"}}, "confidence": 0.9}}
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IMPORTANT EXTRACTION RULES:
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1. For CREATE operations, extract ALL mentioned data fields from the user input
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2. Use kontextInformationen array for metadata that doesn't have dedicated fields (EGRID, BFS numbers, area, coordinates, etc.)
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3. Each kontextInformationen item MUST have exactly two fields: 'thema' (topic/subject) and 'inhalt' (content as text string)
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4. Format kontextInformationen values as readable text strings, including units (e.g., "6514.99 m²", "X: 123, Y: 456")
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5. Match field names EXACTLY to the entity definition above
|
|
6. Convert data types correctly (strings for text, numbers for numeric values)
|
|
7. Extract coordinates, areas, and other numeric values from text
|
|
8. When multiple values are mentioned for the same concept (ID, Nummer, Name), use the most relevant one for 'label' and put alternatives in parzellenAliasTags
|
|
"""
|
|
|
|
try:
|
|
response = await aiService.callAiPlanning(
|
|
prompt=intentPrompt,
|
|
debugType="intentanalysis"
|
|
)
|
|
|
|
jsonStart = response.find('{')
|
|
jsonEnd = response.rfind('}') + 1
|
|
|
|
if jsonStart == -1 or jsonEnd == 0:
|
|
raise ValueError("No JSON found in AI response")
|
|
|
|
jsonStr = response[jsonStart:jsonEnd]
|
|
|
|
intentData = json.loads(jsonStr)
|
|
|
|
if "intent" not in intentData:
|
|
raise ValueError("Invalid intent analysis response: missing 'intent' field")
|
|
|
|
if "parameters" not in intentData:
|
|
intentData["parameters"] = {}
|
|
|
|
logger.debug(f"Parsed intent analysis: {intentData}")
|
|
|
|
return intentData
|
|
|
|
except json.JSONDecodeError as e:
|
|
logger.error(f"Failed to parse AI intent analysis response: {e}")
|
|
logger.error(f"Raw response: {response}")
|
|
raise ValueError(f"AI returned invalid JSON: {str(e)}")
|
|
except Exception as e:
|
|
logger.error(f"Error analyzing user intent: {str(e)}", exc_info=True)
|
|
raise
|
|
|
|
|
|
async def executeIntentBasedOperation(
|
|
currentUser: User,
|
|
mandateId: str,
|
|
intent: str,
|
|
entity: Optional[str],
|
|
parameters: Dict[str, Any],
|
|
) -> Dict[str, Any]:
|
|
"""
|
|
Execute CRUD operation based on analyzed intent.
|
|
|
|
Args:
|
|
currentUser: Current authenticated user
|
|
mandateId: Mandate context (from RequestContext / X-Mandate-Id header)
|
|
intent: Intent from AI analysis (CREATE, READ, UPDATE, DELETE, QUERY)
|
|
entity: Entity type from AI analysis
|
|
parameters: Extracted parameters from AI analysis
|
|
|
|
Returns:
|
|
Operation result
|
|
|
|
Note:
|
|
- Supports CREATE, READ, UPDATE, DELETE, QUERY intents
|
|
- Entity types: Projekt, Parzelle, Gemeinde, Kanton, Land, Dokument
|
|
"""
|
|
try:
|
|
logger.info(f"Executing intent-based operation: intent={intent}, entity={entity}")
|
|
logger.debug(f"Parameters: {parameters}")
|
|
|
|
if intent == "QUERY":
|
|
queryText = parameters.get("queryText", "")
|
|
|
|
if not queryText:
|
|
raise ValueError("QUERY intent requires queryText in parameters")
|
|
|
|
result = await executeDirectQuery(
|
|
currentUser=currentUser,
|
|
mandateId=mandateId,
|
|
queryText=queryText,
|
|
parameters=parameters.get("queryParameters"),
|
|
)
|
|
return result
|
|
|
|
elif intent == "CREATE":
|
|
realEstateInterface = getRealEstateInterface(currentUser, mandateId=mandateId)
|
|
|
|
if entity == "Projekt":
|
|
projekt = Projekt(
|
|
mandateId=mandateId,
|
|
label=parameters.get("label", ""),
|
|
statusProzess=StatusProzess(parameters.get("statusProzess", "EINGANG")) if parameters.get("statusProzess") else None,
|
|
)
|
|
created = realEstateInterface.createProjekt(projekt)
|
|
return {
|
|
"operation": "CREATE",
|
|
"entity": "Projekt",
|
|
"result": created.model_dump()
|
|
}
|
|
|
|
elif entity == "Parzelle":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Kontext, GeoPolylinie
|
|
|
|
parzelle_data = {
|
|
"mandateId": mandateId,
|
|
"label": parameters.get("label", ""),
|
|
}
|
|
|
|
optional_fields = [
|
|
"parzellenAliasTags", "eigentuemerschaft", "strasseNr", "plz",
|
|
"bauzone", "az", "bz", "vollgeschossZahl", "anrechenbarDachgeschoss",
|
|
"anrechenbarUntergeschoss", "gebaeudehoeheMax", "kontextGemeinde",
|
|
"regelnGrenzabstand", "regelnMehrlaengenzuschlag", "regelnMehrhoehenzuschlag",
|
|
"parzelleBebaut", "parzelleErschlossen", "parzelleHanglage",
|
|
"laermschutzzone", "hochwasserschutzzone", "grundwasserschutzzone"
|
|
]
|
|
|
|
for field in optional_fields:
|
|
if field in parameters and parameters[field] is not None:
|
|
parzelle_data[field] = parameters[field]
|
|
|
|
if "perimeter" in parameters and parameters["perimeter"]:
|
|
parzelle_data["perimeter"] = GeoPolylinie(**parameters["perimeter"])
|
|
elif "kontextGemeinde" in parameters and parameters.get("kontextGemeinde"):
|
|
gemeinde = parameters.get("kontextGemeinde")
|
|
parzellen_nr = parameters.get("label") or parameters.get("parzellen_nr") or parameters.get("parzellennummer")
|
|
|
|
if gemeinde and parzellen_nr:
|
|
logger.info(f"Attempting to fetch polygon from Swisstopo for {gemeinde} {parzellen_nr}")
|
|
try:
|
|
gemeinde_name = gemeinde
|
|
if len(gemeinde) == 36: # UUID format
|
|
gemeinde_obj = realEstateInterface.getGemeinde(gemeinde)
|
|
if gemeinde_obj:
|
|
gemeinde_name = gemeinde_obj.label
|
|
|
|
polygon_data = await fetch_parcel_polygon_from_swisstopo(
|
|
gemeinde=gemeinde_name,
|
|
parzellen_nr=str(parzellen_nr),
|
|
sr=2056
|
|
)
|
|
|
|
if polygon_data:
|
|
parzelle_data["perimeter"] = GeoPolylinie(**polygon_data)
|
|
logger.info(f"Successfully fetched and set perimeter from Swisstopo")
|
|
else:
|
|
logger.warning(f"Could not fetch polygon from Swisstopo for {gemeinde_name} {parzellen_nr}")
|
|
except Exception as e:
|
|
logger.warning(f"Error fetching polygon from Swisstopo (continuing without): {e}")
|
|
|
|
if "baulinie" in parameters and parameters["baulinie"]:
|
|
parzelle_data["baulinie"] = GeoPolylinie(**parameters["baulinie"])
|
|
|
|
if "kontextInformationen" in parameters and parameters["kontextInformationen"]:
|
|
kontext_list = []
|
|
for kontext_data in parameters["kontextInformationen"]:
|
|
if isinstance(kontext_data, dict):
|
|
kontext_obj = Kontext(
|
|
thema=kontext_data.get("thema", ""),
|
|
inhalt=kontext_data.get("inhalt", "")
|
|
)
|
|
kontext_list.append(kontext_obj)
|
|
else:
|
|
kontext_list.append(kontext_data)
|
|
parzelle_data["kontextInformationen"] = kontext_list
|
|
|
|
parzelle = Parzelle(**parzelle_data)
|
|
created = realEstateInterface.createParzelle(parzelle)
|
|
|
|
logger.info(f"Created Parzelle '{created.label}' with {len(created.kontextInformationen)} context items")
|
|
|
|
return {
|
|
"operation": "CREATE",
|
|
"entity": "Parzelle",
|
|
"result": created.model_dump()
|
|
}
|
|
elif entity == "Gemeinde":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Gemeinde
|
|
gemeinde = Gemeinde(
|
|
mandateId=mandateId,
|
|
label=parameters.get("label", ""),
|
|
id_kanton=parameters.get("id_kanton"),
|
|
plz=parameters.get("plz"),
|
|
)
|
|
created = realEstateInterface.createGemeinde(gemeinde)
|
|
return {
|
|
"operation": "CREATE",
|
|
"entity": "Gemeinde",
|
|
"result": created.model_dump()
|
|
}
|
|
elif entity == "Kanton":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Kanton
|
|
kanton = Kanton(
|
|
mandateId=mandateId,
|
|
label=parameters.get("label", ""),
|
|
id_land=parameters.get("id_land"),
|
|
abk=parameters.get("abk"),
|
|
)
|
|
created = realEstateInterface.createKanton(kanton)
|
|
return {
|
|
"operation": "CREATE",
|
|
"entity": "Kanton",
|
|
"result": created.model_dump()
|
|
}
|
|
elif entity == "Land":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Land
|
|
land = Land(
|
|
mandateId=mandateId,
|
|
label=parameters.get("label", ""),
|
|
abk=parameters.get("abk"),
|
|
)
|
|
created = realEstateInterface.createLand(land)
|
|
return {
|
|
"operation": "CREATE",
|
|
"entity": "Land",
|
|
"result": created.model_dump()
|
|
}
|
|
elif entity == "Dokument":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Dokument
|
|
dokument = Dokument(
|
|
mandateId=mandateId,
|
|
label=parameters.get("label", ""),
|
|
dokumentReferenz=parameters.get("dokumentReferenz", ""),
|
|
versionsbezeichnung=parameters.get("versionsbezeichnung"),
|
|
dokumentTyp=parameters.get("dokumentTyp"),
|
|
quelle=parameters.get("quelle"),
|
|
mimeType=parameters.get("mimeType"),
|
|
)
|
|
created = realEstateInterface.createDokument(dokument)
|
|
return {
|
|
"operation": "CREATE",
|
|
"entity": "Dokument",
|
|
"result": created.model_dump()
|
|
}
|
|
else:
|
|
raise ValueError(f"CREATE operation not supported for entity: {entity}")
|
|
|
|
elif intent == "READ":
|
|
realEstateInterface = getRealEstateInterface(currentUser)
|
|
|
|
if entity == "Projekt":
|
|
projektId = parameters.get("id")
|
|
if projektId:
|
|
projekt = realEstateInterface.getProjekt(projektId)
|
|
if not projekt:
|
|
raise ValueError(f"Projekt {projektId} not found")
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Projekt",
|
|
"result": projekt.model_dump()
|
|
}
|
|
else:
|
|
validProjektFields = {"id", "mandateId", "label", "statusProzess"}
|
|
recordFilter = {
|
|
k: v for k, v in parameters.items()
|
|
if k != "id" and k in validProjektFields
|
|
}
|
|
|
|
location_filter = parameters.get("location_filter")
|
|
|
|
projekte = realEstateInterface.getProjekte(recordFilter=recordFilter if recordFilter else None)
|
|
|
|
if location_filter:
|
|
logger.info(f"Filtering projects by location: {location_filter}")
|
|
|
|
location_id = None
|
|
try:
|
|
uuid_pattern = re.compile(r'^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$', re.IGNORECASE)
|
|
if not uuid_pattern.match(location_filter):
|
|
gemeinde_records = realEstateInterface.getGemeinden(recordFilter={"label": location_filter})
|
|
if gemeinde_records:
|
|
location_id = gemeinde_records[0].id
|
|
logger.debug(f"Resolved location '{location_filter}' to ID '{location_id}'")
|
|
except Exception as e:
|
|
logger.debug(f"Could not resolve location filter: {e}")
|
|
|
|
filtered_projekte = []
|
|
|
|
for projekt in projekte:
|
|
for parzelle in projekt.parzellen:
|
|
location_lower = location_filter.lower()
|
|
matches = False
|
|
|
|
if parzelle.kontextGemeinde:
|
|
if (parzelle.kontextGemeinde == location_id or
|
|
parzelle.kontextGemeinde == location_filter or
|
|
location_lower in parzelle.kontextGemeinde.lower()):
|
|
matches = True
|
|
|
|
if not matches and (
|
|
(parzelle.plz and location_lower in parzelle.plz) or
|
|
(parzelle.strasseNr and location_lower in parzelle.strasseNr.lower())
|
|
):
|
|
matches = True
|
|
|
|
if matches:
|
|
filtered_projekte.append(projekt)
|
|
break
|
|
|
|
projekte = filtered_projekte
|
|
logger.info(f"Found {len(projekte)} projects in location '{location_filter}'")
|
|
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Projekt",
|
|
"result": [p.model_dump() for p in projekte],
|
|
"count": len(projekte)
|
|
}
|
|
elif entity == "Parzelle":
|
|
parzelleId = parameters.get("id")
|
|
if parzelleId:
|
|
parzelle = realEstateInterface.getParzelle(parzelleId)
|
|
if not parzelle:
|
|
raise ValueError(f"Parzelle {parzelleId} not found")
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Parzelle",
|
|
"result": parzelle.model_dump()
|
|
}
|
|
else:
|
|
validParzelleFields = {
|
|
"id", "mandateId", "label", "strasseNr", "plz",
|
|
"kontextGemeinde",
|
|
"bauzone", "az", "bz", "vollgeschossZahl", "gebaeudehoeheMax",
|
|
"laermschutzzone", "hochwasserschutzzone", "grundwasserschutzzone",
|
|
"parzelleBebaut", "parzelleErschlossen", "parzelleHanglage"
|
|
}
|
|
recordFilter = {
|
|
k: v for k, v in parameters.items()
|
|
if k != "id" and k in validParzelleFields
|
|
}
|
|
invalidFields = {k: v for k, v in parameters.items() if k not in validParzelleFields and k != "id"}
|
|
if invalidFields:
|
|
logger.warning(f"Invalid filter fields for Parzelle ignored: {list(invalidFields.keys())}")
|
|
|
|
parzellen = realEstateInterface.getParzellen(recordFilter=recordFilter if recordFilter else None)
|
|
|
|
if not parzellen and recordFilter:
|
|
logger.info(f"No Parzellen found matching filter: {recordFilter}")
|
|
all_parzellen = realEstateInterface.getParzellen(recordFilter=None)
|
|
logger.info(f"Total Parzellen in database: {len(all_parzellen)}")
|
|
if all_parzellen:
|
|
sample_gemeinden = set()
|
|
for p in all_parzellen[:10]:
|
|
if p.kontextGemeinde:
|
|
sample_gemeinden.add(p.kontextGemeinde)
|
|
logger.info(f"Sample kontextGemeinde values in database: {sample_gemeinden}")
|
|
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Parzelle",
|
|
"result": [p.model_dump() for p in parzellen],
|
|
"count": len(parzellen)
|
|
}
|
|
elif entity == "Gemeinde":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Gemeinde
|
|
gemeindeId = parameters.get("id")
|
|
if gemeindeId:
|
|
gemeinde = realEstateInterface.getGemeinde(gemeindeId)
|
|
if not gemeinde:
|
|
raise ValueError(f"Gemeinde {gemeindeId} not found")
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Gemeinde",
|
|
"result": gemeinde.model_dump()
|
|
}
|
|
else:
|
|
recordFilter = {k: v for k, v in parameters.items() if k != "id"}
|
|
gemeinden = realEstateInterface.getGemeinden(recordFilter=recordFilter if recordFilter else None)
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Gemeinde",
|
|
"result": [g.model_dump() for g in gemeinden],
|
|
"count": len(gemeinden)
|
|
}
|
|
elif entity == "Kanton":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Kanton
|
|
kantonId = parameters.get("id")
|
|
if kantonId:
|
|
kanton = realEstateInterface.getKanton(kantonId)
|
|
if not kanton:
|
|
raise ValueError(f"Kanton {kantonId} not found")
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Kanton",
|
|
"result": kanton.model_dump()
|
|
}
|
|
else:
|
|
recordFilter = {k: v for k, v in parameters.items() if k != "id"}
|
|
kantone = realEstateInterface.getKantone(recordFilter=recordFilter if recordFilter else None)
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Kanton",
|
|
"result": [k.model_dump() for k in kantone],
|
|
"count": len(kantone)
|
|
}
|
|
elif entity == "Land":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Land
|
|
landId = parameters.get("id")
|
|
if landId:
|
|
land = realEstateInterface.getLand(landId)
|
|
if not land:
|
|
raise ValueError(f"Land {landId} not found")
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Land",
|
|
"result": land.model_dump()
|
|
}
|
|
else:
|
|
recordFilter = {k: v for k, v in parameters.items() if k != "id"}
|
|
laender = realEstateInterface.getLaender(recordFilter=recordFilter if recordFilter else None)
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Land",
|
|
"result": [l.model_dump() for l in laender],
|
|
"count": len(laender)
|
|
}
|
|
elif entity == "Dokument":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Dokument
|
|
dokumentId = parameters.get("id")
|
|
if dokumentId:
|
|
dokument = realEstateInterface.getDokument(dokumentId)
|
|
if not dokument:
|
|
raise ValueError(f"Dokument {dokumentId} not found")
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Dokument",
|
|
"result": dokument.model_dump()
|
|
}
|
|
else:
|
|
recordFilter = {k: v for k, v in parameters.items() if k != "id"}
|
|
dokumente = realEstateInterface.getDokumente(recordFilter=recordFilter if recordFilter else None)
|
|
return {
|
|
"operation": "READ",
|
|
"entity": "Dokument",
|
|
"result": [d.model_dump() for d in dokumente],
|
|
"count": len(dokumente)
|
|
}
|
|
else:
|
|
raise ValueError(f"READ operation not supported for entity: {entity}")
|
|
|
|
elif intent == "UPDATE":
|
|
realEstateInterface = getRealEstateInterface(currentUser)
|
|
|
|
if entity == "Projekt":
|
|
projektId = parameters.get("id")
|
|
if not projektId:
|
|
raise ValueError("UPDATE operation requires entity ID")
|
|
|
|
projekt = realEstateInterface.getProjekt(projektId)
|
|
if not projekt:
|
|
raise ValueError(f"Projekt {projektId} not found")
|
|
|
|
updateData = {k: v for k, v in parameters.items() if k != "id"}
|
|
updated = realEstateInterface.updateProjekt(projektId, updateData)
|
|
return {
|
|
"operation": "UPDATE",
|
|
"entity": "Projekt",
|
|
"result": updated.model_dump()
|
|
}
|
|
elif entity == "Parzelle":
|
|
parzelleId = parameters.get("id")
|
|
if not parzelleId:
|
|
raise ValueError("UPDATE operation requires entity ID")
|
|
|
|
parzelle = realEstateInterface.getParzelle(parzelleId)
|
|
if not parzelle:
|
|
raise ValueError(f"Parzelle {parzelleId} not found")
|
|
|
|
updateData = {k: v for k, v in parameters.items() if k != "id"}
|
|
updated = realEstateInterface.updateParzelle(parzelleId, updateData)
|
|
return {
|
|
"operation": "UPDATE",
|
|
"entity": "Parzelle",
|
|
"result": updated.model_dump()
|
|
}
|
|
elif entity == "Gemeinde":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Gemeinde
|
|
gemeindeId = parameters.get("id")
|
|
if not gemeindeId:
|
|
raise ValueError("UPDATE operation requires entity ID")
|
|
|
|
gemeinde = realEstateInterface.getGemeinde(gemeindeId)
|
|
if not gemeinde:
|
|
raise ValueError(f"Gemeinde {gemeindeId} not found")
|
|
|
|
updateData = {k: v for k, v in parameters.items() if k != "id"}
|
|
updated = realEstateInterface.updateGemeinde(gemeindeId, updateData)
|
|
return {
|
|
"operation": "UPDATE",
|
|
"entity": "Gemeinde",
|
|
"result": updated.model_dump()
|
|
}
|
|
elif entity == "Kanton":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Kanton
|
|
kantonId = parameters.get("id")
|
|
if not kantonId:
|
|
raise ValueError("UPDATE operation requires entity ID")
|
|
|
|
kanton = realEstateInterface.getKanton(kantonId)
|
|
if not kanton:
|
|
raise ValueError(f"Kanton {kantonId} not found")
|
|
|
|
updateData = {k: v for k, v in parameters.items() if k != "id"}
|
|
updated = realEstateInterface.updateKanton(kantonId, updateData)
|
|
return {
|
|
"operation": "UPDATE",
|
|
"entity": "Kanton",
|
|
"result": updated.model_dump()
|
|
}
|
|
elif entity == "Land":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Land
|
|
landId = parameters.get("id")
|
|
if not landId:
|
|
raise ValueError("UPDATE operation requires entity ID")
|
|
|
|
land = realEstateInterface.getLand(landId)
|
|
if not land:
|
|
raise ValueError(f"Land {landId} not found")
|
|
|
|
updateData = {k: v for k, v in parameters.items() if k != "id"}
|
|
updated = realEstateInterface.updateLand(landId, updateData)
|
|
return {
|
|
"operation": "UPDATE",
|
|
"entity": "Land",
|
|
"result": updated.model_dump()
|
|
}
|
|
elif entity == "Dokument":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Dokument
|
|
dokumentId = parameters.get("id")
|
|
if not dokumentId:
|
|
raise ValueError("UPDATE operation requires entity ID")
|
|
|
|
dokument = realEstateInterface.getDokument(dokumentId)
|
|
if not dokument:
|
|
raise ValueError(f"Dokument {dokumentId} not found")
|
|
|
|
updateData = {k: v for k, v in parameters.items() if k != "id"}
|
|
updated = realEstateInterface.updateDokument(dokumentId, updateData)
|
|
return {
|
|
"operation": "UPDATE",
|
|
"entity": "Dokument",
|
|
"result": updated.model_dump()
|
|
}
|
|
else:
|
|
raise ValueError(f"UPDATE operation not supported for entity: {entity}")
|
|
|
|
elif intent == "DELETE":
|
|
realEstateInterface = getRealEstateInterface(currentUser)
|
|
|
|
if entity == "Projekt":
|
|
projektId = parameters.get("id")
|
|
if not projektId:
|
|
raise ValueError("DELETE operation requires entity ID")
|
|
|
|
success = realEstateInterface.deleteProjekt(projektId)
|
|
return {
|
|
"operation": "DELETE",
|
|
"entity": "Projekt",
|
|
"success": success
|
|
}
|
|
elif entity == "Parzelle":
|
|
parzelleId = parameters.get("id")
|
|
if not parzelleId:
|
|
raise ValueError("DELETE operation requires entity ID")
|
|
|
|
success = realEstateInterface.deleteParzelle(parzelleId)
|
|
return {
|
|
"operation": "DELETE",
|
|
"entity": "Parzelle",
|
|
"success": success
|
|
}
|
|
elif entity == "Gemeinde":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Gemeinde
|
|
gemeindeId = parameters.get("id")
|
|
if not gemeindeId:
|
|
raise ValueError("DELETE operation requires entity ID")
|
|
|
|
success = realEstateInterface.deleteGemeinde(gemeindeId)
|
|
return {
|
|
"operation": "DELETE",
|
|
"entity": "Gemeinde",
|
|
"success": success
|
|
}
|
|
elif entity == "Kanton":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Kanton
|
|
kantonId = parameters.get("id")
|
|
if not kantonId:
|
|
raise ValueError("DELETE operation requires entity ID")
|
|
|
|
success = realEstateInterface.deleteKanton(kantonId)
|
|
return {
|
|
"operation": "DELETE",
|
|
"entity": "Kanton",
|
|
"success": success
|
|
}
|
|
elif entity == "Land":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Land
|
|
landId = parameters.get("id")
|
|
if not landId:
|
|
raise ValueError("DELETE operation requires entity ID")
|
|
|
|
success = realEstateInterface.deleteLand(landId)
|
|
return {
|
|
"operation": "DELETE",
|
|
"entity": "Land",
|
|
"success": success
|
|
}
|
|
elif entity == "Dokument":
|
|
from modules.features.realestate.datamodelFeatureRealEstate import Dokument
|
|
dokumentId = parameters.get("id")
|
|
if not dokumentId:
|
|
raise ValueError("DELETE operation requires entity ID")
|
|
|
|
success = realEstateInterface.deleteDokument(dokumentId)
|
|
return {
|
|
"operation": "DELETE",
|
|
"entity": "Dokument",
|
|
"success": success
|
|
}
|
|
else:
|
|
raise ValueError(f"DELETE operation not supported for entity: {entity}")
|
|
|
|
else:
|
|
raise ValueError(f"Unknown intent: {intent}")
|
|
|
|
except Exception as e:
|
|
logger.error(f"Error executing intent-based operation: {str(e)}", exc_info=True)
|
|
raise
|