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project/backend/coordinator/controller/kpi_setting_controller.py

@@ -34,6 +34,7 @@ def create_kpi_setting():
         "position",
         "active",
         "examples",
+        "is_trained",
     ]
     for field in required_fields:
         if field not in data:
@@ -58,6 +59,7 @@ def create_kpi_setting():
         position=data["position"],
         active=data["active"],
         examples=data.get("examples", []),
+        is_trained=False 
     )
 
     db.session.add(new_kpi_setting)

project/backend/coordinator/controller/spacy_controller.py

@@ -6,6 +6,8 @@ from werkzeug.utils import secure_filename
 from model.database import db
 import os
 import requests
+from model.kpi_setting_model import KPISettingModel
+
 
 spacy_controller = Blueprint("spacy", __name__, url_prefix="/api/spacy")
 
@@ -122,8 +124,14 @@ current_training_status = {"running": False}
 def update_training_status():
     data = request.get_json()
     current_training_status["running"] = data.get("running", False)
-    running = current_training_status["running"]
+
-    print(f"[INFO] Trainingsstatus aktualisiert: running = {running}")
+    if current_training_status["running"] is False:
+        try:
+            KPISettingModel.query.update({KPISettingModel.is_trained: True})
+            db.session.commit()
+        except Exception as e:
+            db.session.rollback()
+            return jsonify({"error": "is_trained konnte nicht aktualisiert werden", "details": str(e)}), 500
 
     return jsonify({"status": "success", "running": current_training_status["running"]})
 

project/backend/coordinator/model/kpi_setting_model.py

@@ -27,6 +27,8 @@ class KPISettingModel(db.Model):
     position: Mapped[int]
     active: Mapped[bool]
     examples: Mapped[list] = mapped_column(JSONB, default=[])
+    is_trained: Mapped[bool] = mapped_column(default=False)
+
 
     def to_dict(self):
         return OrderedDict(
@@ -38,13 +40,15 @@ class KPISettingModel(db.Model):
                 ("position", self.position),
                 ("examples", self.examples),
                 ("active", self.active),
+                ("is_trained", self.is_trained),
             ]
         )
 
-    def __init__(self, name, mandatory, type, position, active, examples=None):
+    def __init__(self, name, mandatory, type, position, active, examples=None, is_trained=False):
         self.name = name
         self.mandatory = mandatory
         self.type = type
         self.position = position
         self.active = active
         self.examples = examples or []
+        self.is_trained = is_trained

project/backend/coordinator/model/seed_data.py

@@ -14,6 +14,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.STRING,
             "position": 1,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Der Fonds trägt den Namen Alpha Real Estate Fund I.",
@@ -31,6 +32,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.STRING,
             "position": 2,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Fondsmanager des Projekts ist Max Mustermann.",
@@ -48,6 +50,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.STRING,
             "position": 3,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "AIFM ist die Alpha Investment Management GmbH.",
@@ -65,6 +68,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.DATE,
             "position": 4,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Die Daten basieren auf dem Stand vom 05.05.2025.",
@@ -82,6 +86,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.STRING,
             "position": 5,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Der Fonds hat das Risikoprofil Core/Core++.",
@@ -99,6 +104,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.BOOLEAN,
             "position": 6,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Der Fonds erfüllt die Anforderungen von Artikel 8.",
@@ -116,6 +122,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.NUMBER,
             "position": 7,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Die angestrebte Zielrendite liegt bei 6.5 %.",
@@ -130,6 +137,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.NUMBER,
             "position": 8,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Die Rendite für das Jahr beträgt 5.8 %.",
@@ -147,6 +155,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.NUMBER,
             "position": 9,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {"sentence": "Die Zielausschüttung beträgt 4.0 %.", "value": "4.0 %"},
                 {
@@ -161,6 +170,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.NUMBER,
             "position": 10,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Die Ausschüttung im Jahr 2024 lag bei 3.8 %.",
@@ -178,6 +188,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.STRING,
             "position": 11,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Die Laufzeit des Fonds beträgt 7 Jahre.",
@@ -192,6 +203,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.NUMBER,
             "position": 12,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {"sentence": "Der LTV beträgt 65.0 %.", "value": "65.0 %"},
                 {"sentence": "Loan-to-Value-Ratio: 65.0 %.", "value": "65.0 %"},
@@ -203,6 +215,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.NUMBER,
             "position": 13,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Die Managementgebühren betragen jährlich 1.5 %.",
@@ -220,6 +233,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.ARRAY,
             "position": 14,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Die Sektorenallokation umfasst Büro, Wohnen und Logistik.",
@@ -237,6 +251,7 @@ def seed_default_kpi_settings():
             "type": KPISettingType.ARRAY,
             "position": 15,
             "active": True,
+            "is_trained": True,
             "examples": [
                 {
                     "sentence": "Investitionen erfolgen in Deutschland, Frankreich und Österreich.",
@@ -260,6 +275,7 @@ def seed_default_kpi_settings():
             position=kpi_data["position"],
             active=kpi_data["active"],
             examples=kpi_data.get("examples", []),
+            is_trained=kpi_data["is_trained"],
         )
 
         db.session.add(kpi_setting)
@@ -273,3 +289,4 @@ def seed_default_kpi_settings():
         db.session.rollback()
         print(f"Fehler beim Hinzufügen der Standard KPI Settings: {e}")
         raise
+

project/backend/spacy-service/spacy_training/output/model-last/vocab/strings.json

@@ -1394,7 +1394,6 @@
   "across",
   "act",
   "active",
-  "adasd23",
   "add",
   "adv",
   "adv.",
@@ -1684,7 +1683,7 @@
   "d.h",
   "d.h.",
   "d.x",
-  "d23",
+  "d34",
   "dX",
   "dXxx.\u20ac",
   "d_d",
@@ -1758,6 +1757,7 @@
   "dr.",
   "drawbacks",
   "driven",
+  "dsadad34",
   "dte",
   "du",
   "dual",
@@ -1914,6 +1914,7 @@
   "e\u2019s",
   "f",
   "f.",
+  "f45",
   "fa",
   "fa.",
   "faktor",
@@ -1929,6 +1930,7 @@
   "festgelegt",
   "festgelegter",
   "ff",
+  "fh5",
   "fierce",
   "fil",
   "financially",
@@ -2026,6 +2028,8 @@
   "ggfs.",
   "gg\u00fc",
   "gg\u00fc.",
+  "ghgh56",
+  "ghghgwef45",
   "ght",
   "gic",
   "gie",
@@ -2050,6 +2054,7 @@
   "h.",
   "h.c",
   "h.c.",
+  "h56",
   "haltedauer",
   "halten",
   "halten-strategie",
@@ -2073,6 +2078,7 @@
   "her",
   "here",
   "hes",
+  "hewhfh5",
   "hf.",
   "hg",
   "hg.",
@@ -2260,6 +2266,7 @@
   "jeweiliges",
   "jh",
   "jh.",
+  "jhchewqc7",
   "jhd",
   "jhd.",
   "jor",
@@ -2293,9 +2300,11 @@
   "key",
   "kindertagesst\u00e4tte",
   "kingdom",
+  "kkn7",
   "kl.",
   "klassifikation",
   "klassifizierung",
+  "kn7",
   "kontinentaleuropaische",
   "kosten",
   "kt-",
@@ -2693,6 +2702,7 @@
   "q.",
   "q.e.d",
   "q.e.d.",
+  "qc7",
   "quality",
   "quarterly",
   "quota",
@@ -2791,12 +2801,14 @@
   "sa.",
   "sale",
   "sb.",
+  "sc3",
   "schule",
   "schweden",
   "scope",
   "scs",
   "scsp",
   "sd.",
+  "sdcdsc3",
   "sector",
   "sectors",
   "sed",
@@ -3128,12 +3140,14 @@
   "xxx-Xxxxx",
   "xxx-xxxx",
   "xxx.",
+  "xxxd",
   "xxxx",
   "xxxx+",
   "xxxx-xx",
   "xxxx-xxx",
   "xxxx-xxxx",
   "xxxx.",
+  "xxxxd",
   "xxxxdd",
   "xxxx\u2019x",
   "xxx\u2019x",

project/frontend/src/components/ConfigTable.tsx

@@ -6,28 +6,32 @@ import type { Kennzahl } from "../types/kpi";
 import { getDisplayType } from "../types/kpi";
 import { fetchKennzahlen as fetchK } from "../util/api";
 import { API_HOST } from "../util/api";
+import WarningAmberIcon from "@mui/icons-material/WarningAmber";
 
-type ConfigTableProps = {
+
+
+
+export type ConfigTableProps = {
 	from?: string;
+	trainingRunning?: boolean;
 };
 
-export function ConfigTable({ from }: ConfigTableProps) {
+
+
+export function ConfigTable({ from, trainingRunning }: ConfigTableProps) {
 	const navigate = useNavigate();
 	const [kennzahlen, setKennzahlen] = useState<Kennzahl[]>([]);
 	const [draggedItem, setDraggedItem] = useState<Kennzahl | null>(null);
 	const [isUpdatingPositions, setIsUpdatingPositions] = useState(false);
 	const [loading, setLoading] = useState(true);
 
-	useEffect(() => {
 	const fetchKennzahlen = async () => {
 		while (true) {
 			try {
 				console.log("Fetching kennzahlen from API...");
 				const data = await fetchK();
 				console.log("Fetched kennzahlen:", data);
-					const sortedData = data.sort(
+				const sortedData = data.sort((a, b) => a.position - b.position);
-						(a: Kennzahl, b: Kennzahl) => a.position - b.position,
-					);
 				setKennzahlen(sortedData);
 				setLoading(false);
 				break;
@@ -38,9 +42,20 @@ export function ConfigTable({ from }: ConfigTableProps) {
 		}
 	};
 
+
+	useEffect(() => {
 		fetchKennzahlen();
 	}, []);
 
+	useEffect(() => {
+		if (trainingRunning === false) {
+			console.log("[ConfigTable] Training beendet → Kennzahlen neu laden...");
+			fetchKennzahlen();
+		}
+	}, [trainingRunning]);
+
+
+
 	const handleToggleActive = async (id: number) => {
 		const kennzahl = kennzahlen.find((k) => k.id === id);
 		if (!kennzahl) return;
@@ -326,15 +341,32 @@ export function ConfigTable({ from }: ConfigTableProps) {
 									padding: "12px",
 									fontSize: "14px",
 									color: "#333",
+									display: "flex",
+									alignItems: "center",
+									gap: "8px",
 								}}
 							>
 								<span title={`Click to view details (ID: ${kennzahl.id})`}>
 									{kennzahl.name}
-									{kennzahl.mandatory && (
+									{kennzahl.mandatory && <span> *</span>}
-										<span> *</span>
-									)}
 								</span>
+								{kennzahl.is_trained === false && (
+									<Tooltip
+										title={
+											<>
+												<b>Diese Kennzahl ist nicht trainiert.</b><br />
+												Klicken Sie oben auf <i>"Neu trainieren"</i>, um das Training zu starten.
+											</>
+										}
+										arrow
+										placement="right"
+									>
+										<WarningAmberIcon sx={{ color: "#f57c00", fontSize: 20 }} />
+									</Tooltip>
+								)}
+
 							</td>
+
 							<td style={{ padding: "12px" }}>
 								<span
 									style={{

project/frontend/src/components/KPIForm.tsx

@@ -20,11 +20,8 @@ interface KPIFormProps {
 
 const emptyKPI: Partial<Kennzahl> = {
     name: '',
-    description: '',
     mandatory: false,
     type: 'string',
-    translation: '',
-    example: '',
     active: true,
     examples: [{ sentence: '', value: '' }],
 };
@@ -115,26 +112,24 @@ export function KPIForm({ mode, initialData, onSave, onCancel, loading = false,
             // Dann in die DB speichern
             await onSave({
                 name: formData.name!,
-                description: formData.description || '',
                 mandatory: formData.mandatory ?? false,
                 type: formData.type || 'string',
-                translation: formData.translation || '',
-                example: formData.example || '',
                 position: formData.position ?? 0,
                 active: formData.active ?? true,
-                examples: formData.examples ?? [] 
+                examples: formData.examples ?? [],
+                is_trained: false, 
             });
             // Formular zurücksetzen:
             setFormData(emptyKPI);
 
 
-            setSnackbarMessage("Beispielsätze gespeichert. Jetzt auf ‚Neu trainieren‘ klicken oder weitere Kennzahlen hinzufügen.");
+            setSnackbarMessage("Beispielsätze gespeichert. Jetzt auf -Neu trainieren- klicken oder weitere Kennzahlen hinzufügen.");
             setSnackbarSeverity("success");
             setSnackbarOpen(true);
         } catch (e: any) {
             // Prüfe auf 409-Fehler
             if (e?.message?.includes("409") || e?.response?.status === 409) {
-                setSnackbarMessage("Diese Kennzahl existiert bereits. Sie können sie unter ‚Konfiguration‘ bearbeiten.");
+                setSnackbarMessage("Diese Kennzahl existiert bereits. Sie können sie unter -Konfiguration- bearbeiten.");
                 setSnackbarSeverity("info");
                 setSnackbarOpen(true);
             } else {

project/frontend/src/routes/config.tsx

@@ -165,12 +165,16 @@ function ConfigPage() {
                             }}
                         >
                             {trainingRunning ? (
-                                <CircularProgress size={24} sx={{ color: "white" }} />
+                                <>
+                                    <CircularProgress size={20} sx={{ color: "white", mr: 1 }} />
+                                    Wird trainiert...
+                                </>
                             ) : (
                                 "Neu trainieren"
                             )}
                         </Button>
 
+
                         <Button
                             variant="contained"
                             onClick={handleAddNewKPI}
@@ -186,7 +190,7 @@ function ConfigPage() {
 
                 {/* Tabelle */}
                 <Box sx={{ width: "100%", mt: 4, display: "flex", justifyContent: "center" }}>
-                    <ConfigTable from={from} />
+                    <ConfigTable from={from} trainingRunning={trainingRunning} />
                 </Box>
             </Box>
 

project/frontend/src/types/kpi.ts

@@ -1,11 +1,8 @@
 export interface Kennzahl {
     id: number;
     name: string;
-    description: string;
     mandatory: boolean;
     type: string;
-    translation: string;
-    example: string;
     position: number;
     active: boolean;
     exampleText?: string;
@@ -14,6 +11,7 @@ export interface Kennzahl {
         sentence: string;
         value: string;
     }[];
+    is_trained?: boolean;
 }
 
 export const typeDisplayMapping: Record<string, string> = {

project/frontend/vite.config.js

@@ -5,6 +5,9 @@ import { defineConfig } from "vite";
 // https://vitejs.dev/config/
 export default defineConfig({
 	plugins: [TanStackRouterVite({ autoCodeSplitting: true }), viteReact()],
+	build: {
+    	chunkSizeWarningLimit: 1000, // default ist 500
+  	},
 	test: {
 		globals: true,
 		environment: "jsdom",