Neu trainieren-Button deaktiviert, wenn keine neuen Kennzahlen vorhanden sind; Trainingsdaten werden beim Start bereinigt

project/backend/coordinator/controller/__init__.py

@@ -1,11 +1,12 @@
 from controller.spacy_controller import spacy_controller
-from controller.kpi_setting_controller import kpi_setting_controller
+from controller.kpi_setting_controller import kpi_setting_controller, kpi_routes
 from controller.pitch_book_controller import pitch_book_controller
 from controller.progress_controller import progress_controller
 
 
 def register_routes(app):
     app.register_blueprint(kpi_setting_controller)
+    app.register_blueprint(kpi_routes)
     app.register_blueprint(pitch_book_controller)
     app.register_blueprint(spacy_controller)
     app.register_blueprint(progress_controller)

project/backend/coordinator/controller/kpi_setting_controller.py

@@ -2,7 +2,10 @@ from flask import Blueprint, request, jsonify
 from model.database import db
 from model.kpi_setting_model import KPISettingModel, KPISettingType
 
+# Routen für /api/kpi/settings (Auslesen im Frontend)
+kpi_routes = Blueprint("kpi_routes", __name__, url_prefix="/api/kpi")
 
+# Routen für /api/kpi_setting/ (Hinzufügen, Ändern, Löschen)
 kpi_setting_controller = Blueprint(
     "kpi_settings", __name__, url_prefix="/api/kpi_setting"
 )
@@ -14,12 +17,6 @@ def get_all_kpi_settings():
     return jsonify([kpi_setting.to_dict() for kpi_setting in kpi_settings]), 200
 
 
-@kpi_setting_controller.route("/<int:id>", methods=["GET"])
-def get_kpi_setting(id):
-    kpi_setting = KPISettingModel.query.get_or_404(id)
-    return jsonify(kpi_setting.to_dict()), 200
-
-
 @kpi_setting_controller.route("/", methods=["POST"])
 def create_kpi_setting():
     data = request.json
@@ -149,3 +146,21 @@ def update_kpi_positions():
     except Exception as e:
         db.session.rollback()
         return jsonify({"error": f"Failed to update positions: {str(e)}"}), 500
+
+
+@kpi_routes.route("/settings", methods=["GET"])
+def get_kpi_settings():
+    try:
+        kpis = KPISettingModel.query.all()
+        return jsonify([k.to_dict() for k in kpis]), 200
+    except Exception as e:
+        return (
+            jsonify({"error": "Fehler beim Abrufen der KPIs", "details": str(e)}),
+            500,
+        )
+
+
+@kpi_setting_controller.route("/<int:id>", methods=["GET"])
+def get_kpi_setting(id):
+    kpi_setting = KPISettingModel.query.get_or_404(id)
+    return jsonify(kpi_setting.to_dict()), 200

project/backend/spacy-service/spacy_training/annotation_data.json

@@ -519,16 +519,6 @@
       ]
     ]
   },
-  {
-    "text": "Laufzeit / Investtionszeltraum,10 bis 12 Jahre / bis zu 24 Monate angestrebt Ausschüttungsintervalle,Mindestens jährlich",
-    "entities": [
-      [
-        31,
-        46,
-        "LAUFZEIT"
-      ]
-    ]
-  },
   {
     "text": "10-12 Jahre Laufzeit bei einem LTV von bis zu 20%",
     "entities": [
@@ -594,21 +584,6 @@
       ]
     ]
   },
-  {
-    "text": "Vehicle / domicile Alternative Investment Fund / Luxembourg (e.g. SCSp SICAV-RAIF) Investment strategy eturn pro Real Estate (PropCo + OpCo) Investing in upscale hotels with long-term management contracts in major European destinations Core/Core+ with OpCo premium Management Agreements solely with financially strong and experienced partners/ global brands Cash flow-oriented Cash-flow pattern Target equity /AuM € 400m equity / € 800m AuM (50% Loan-to-Value) Vehicle lifetime / investment period Open-ended fund",
-    "entities": [
-      [
-        498,
-        513,
-        "LAUFZEIT"
-      ],
-      [
-        236,
-        245,
-        "RISIKOPROFIL"
-      ]
-    ]
-  },
   {
     "text": "Vehicle type (Lux-RAIF) (net of fees) IRR6.5% ACCOR Vehicle structure Open-ended Targetvehiclesize € 400m (equity) Manager-defined Core/Core+ with | style OpCo Premium darge CLV. 50% Pt H | LTO N WORLDWIDE Year of first closing 2020 Target no. ofinvestors 1-5 Fund life (yrs} Open-ended Min-commitmentper —¢ 400m",
     "entities": [
@@ -729,31 +704,6 @@
       ]
     ]
   },
-  {
-    "text": "Prognose: 7,5%+ IRR auf Fondsebene",
-    "entities": [
-      [
-        10,
-        14,
-        "RENDITE"
-      ]
-    ]
-  },
-  {
-    "text": "= Prognostizierte jährliche Ausschüttung* von 84,0% = Prognostizierte Gesamtrendite (IRR}* von 7,5%",
-    "entities": [
-      [
-        96,
-        100,
-        "RENDITE"
-      ],
-      [
-        49,
-        53,
-        "AUSSCHÜTTUNGSRENDITE"
-      ]
-    ]
-  },
   {
     "text": "= Lagefokussierung: Metropolregionen Deutschlands = Finanzierung: max. 20% LTV = Risikoprofil: Core, Core +",
     "entities": [
@@ -1054,36 +1004,6 @@
       ]
     ]
   },
-  {
-    "text": "Unternehmensimmobilien Club 1 2016 Light Industrial Core+/D € 186 Mio. 9 (voll investiert) 13,0 % p.a.",
-    "entities": [
-      [
-        52,
-        57,
-        "RISIKOPROFIL"
-      ],
-      [
-        91,
-        97,
-        "RENDITE"
-      ]
-    ]
-  },
-  {
-    "text": "Unternehmensimmobilien Club 2 2021 Light Industrial Core+/D € 262 Mio. 12 (voll investiert) 9,00 % p.a.",
-    "entities": [
-      [
-        52,
-        57,
-        "RISIKOPROFIL"
-      ],
-      [
-        92,
-        98,
-        "RENDITE"
-      ]
-    ]
-  },
   {
     "text": "Individualmandat 2022 Light Industrial Value-Add / Nordics € 100 Mio. 5 (voll investiert) 18,0 % p.a.",
     "entities": [

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

@@ -127,13 +127,10 @@
   "/080%/212%/491",
   "/2,12",
   "/3",
-  "/AuM",
   "/Core+",
   "/FK",
   "/XX",
-  "/XxX",
   "/Xxxx+",
-  "/aum",
   "/core+",
   "/d",
   "/d,dd",
@@ -276,7 +273,6 @@
   "45",
   "491",
   "5",
-  "5%+",
   "5,0",
   "5,00",
   "5,1",
@@ -306,7 +302,6 @@
   "7",
   "7,1",
   "7,5",
-  "7,5%+",
   "7,50",
   "7,50%+",
   "7.5",
@@ -323,8 +318,6 @@
   "8-D",
   "8-d",
   "80",
-  "800",
-  "84,0",
   "85",
   "8D",
   "8d",
@@ -464,7 +457,6 @@
   "Abteilung",
   "Access",
   "Add",
-  "Agreements",
   "Aktive",
   "Aktueller",
   "AlF",
@@ -472,7 +464,6 @@
   "Allocation",
   "Allokation",
   "Allokationsprofil",
-  "Alternative",
   "Amsterdam",
   "Andere",
   "Anfrage",
@@ -508,7 +499,6 @@
   "Artikel",
   "Asset",
   "Assets",
-  "AuM",
   "Aufbau",
   "Auflage",
   "Aufl\u00f6sung",
@@ -578,10 +568,7 @@
   "COR",
   "CORE",
   "CSU",
-  "CSp",
-  "Cash",
   "Cash-Flow-Stabilit\u00e4t",
-  "Cash-flow",
   "Chr",
   "Chr.",
   "Cie",
@@ -815,7 +802,6 @@
   "Interner",
   "Invastitionsfokus",
   "Investftionsvolumen",
-  "Investing",
   "Investitionen",
   "Investitions-annahmen",
   "Investitionsphase",
@@ -825,7 +811,6 @@
   "Investmentzeitraum",
   "Investoren",
   "Investtionszeltraum",
-  "Investtionszeltraum,10",
   "Investtonszeltraum",
   "Ireland",
   "Irland",
@@ -897,7 +882,6 @@
   "Light",
   "Limited",
   "Lisbon",
-  "Loan-to-Value",
   "Local",
   "Logistics",
   "Logistik",
@@ -1048,12 +1032,10 @@
   "Prof",
   "Prof.",
   "Professor",
-  "Prognose",
   "Prognostiderte",
   "Prognostizierte",
   "Projektentwicklungen",
   "Projektentwicklungsrisiken",
-  "PropCo",
   "Pt",
   "Punkt",
   "Q",
@@ -1095,7 +1077,6 @@
   "S",
   "S'",
   "SCS",
-  "SCSp",
   "SEKTORENALLOKATION",
   "SFDR",
   "SG-",
@@ -1254,7 +1235,6 @@
   "XXXX",
   "XXXX-XXXX",
   "XXXd.d",
-  "XXXx",
   "XXXxx",
   "XXx",
   "XXxxxx",
@@ -1279,18 +1259,15 @@
   "Xxxx-XXX",
   "Xxxx-Xxxx-Xxxxx",
   "Xxxx-Xxxxx-XXX",
-  "Xxxx-xx-Xxxxx",
   "Xxxx-xxx",
   "Xxxx-xxxx",
   "Xxxx.",
   "Xxxx.-Xxx",
   "Xxxx.-Xxx.",
-  "XxxxXx",
   "Xxxxx",
   "Xxxxx)-",
   "Xxxxx)/Xxxx",
   "Xxxxx+",
-  "Xxxxx,dd",
   "Xxxxx-",
   "Xxxxx-XXX",
   "Xxxxx-XxX",
@@ -1371,6 +1348,7 @@
   "a.g.",
   "a.m.",
   "a.z.",
+  "a34",
   "ab",
   "abb",
   "abb.",
@@ -1401,7 +1379,6 @@
   "ae",
   "aft",
   "age",
-  "agreements",
   "aha",
   "ahe",
   "ahl",
@@ -1427,7 +1404,6 @@
   "allokationsprofil",
   "als",
   "also",
-  "alternative",
   "aly",
   "am.",
   "ambulant",
@@ -1483,7 +1459,6 @@
   "ary",
   "as",
   "ase",
-  "ash",
   "ass",
   "asset",
   "assetor",
@@ -1529,7 +1504,6 @@
   "b.sc",
   "b.sc.",
   "bahnhof",
-  "bal",
   "balanced",
   "basis",
   "bau",
@@ -1571,7 +1545,6 @@
   "both",
   "bps",
   "br.",
-  "brands",
   "broad",
   "brussels",
   "bruttofondsverm\u00f6gens",
@@ -1604,8 +1577,6 @@
   "capital",
   "capped",
   "carbon",
-  "cash",
-  "cash-flow",
   "cash-flow-stabilit\u00e4t",
   "cbd",
   "cdu",
@@ -1666,7 +1637,6 @@
   "d+au",
   "d+aut",
   "d,d",
-  "d,d%+",
   "d,dd",
   "d,dd%+",
   "d,ddd",
@@ -1683,7 +1653,6 @@
   "d.h",
   "d.h.",
   "d.x",
-  "d34",
   "dX",
   "dXxx.\u20ac",
   "d_d",
@@ -1693,6 +1662,7 @@
   "darge",
   "darlehen",
   "das",
+  "dasda34",
   "dat",
   "dd",
   "dd,d",
@@ -1718,7 +1688,6 @@
   "der",
   "dergleichen",
   "des",
-  "destinations",
   "deutsche",
   "deutsches",
   "deutschland",
@@ -1749,7 +1718,6 @@
   "dle",
   "do",
   "do.",
-  "domicile",
   "domiciled",
   "don",
   "down",
@@ -1757,7 +1725,6 @@
   "dr.",
   "drawbacks",
   "driven",
-  "dsadad34",
   "dte",
   "du",
   "dual",
@@ -1828,7 +1795,6 @@
   "eln",
   "els",
   "elt",
-  "ely",
   "em",
   "em.",
   "emerging",
@@ -1882,7 +1848,6 @@
   "ete",
   "etr",
   "ets",
-  "eturn",
   "eu-offenlegungsverordnung",
   "eur",
   "euro",
@@ -1914,7 +1879,6 @@
   "e\u2019s",
   "f",
   "f.",
-  "f45",
   "fa",
   "fa.",
   "faktor",
@@ -1930,10 +1894,8 @@
   "festgelegt",
   "festgelegter",
   "ff",
-  "fh5",
   "fierce",
   "fil",
-  "financially",
   "finanzierung",
   "finanzierungskonditionen",
   "finland",
@@ -1941,7 +1903,6 @@
   "first",
   "flagship",
   "flow",
-  "flow-oriented",
   "fl\u00e4che",
   "focus",
   "focused",
@@ -2028,13 +1989,10 @@
   "ggfs.",
   "gg\u00fc",
   "gg\u00fc.",
-  "ghgh56",
-  "ghghgwef45",
   "ght",
   "gic",
   "gie",
   "gl.",
-  "global",
   "globale",
   "gmbh",
   "goal",
@@ -2054,7 +2012,6 @@
   "h.",
   "h.c",
   "h.c.",
-  "h56",
   "haltedauer",
   "halten",
   "halten-strategie",
@@ -2078,7 +2035,6 @@
   "her",
   "here",
   "hes",
-  "hewhfh5",
   "hf.",
   "hg",
   "hg.",
@@ -2216,7 +2172,6 @@
   "investoren",
   "investors",
   "investtionszeltraum",
-  "investtionszeltraum,10",
   "investtonszeltraum",
   "inw",
   "io.",
@@ -2266,7 +2221,6 @@
   "jeweiliges",
   "jh",
   "jh.",
-  "jhchewqc7",
   "jhd",
   "jhd.",
   "jor",
@@ -2300,11 +2254,9 @@
   "key",
   "kindertagesst\u00e4tte",
   "kingdom",
-  "kkn7",
   "kl.",
   "klassifikation",
   "klassifizierung",
-  "kn7",
   "kontinentaleuropaische",
   "kosten",
   "kt-",
@@ -2362,8 +2314,6 @@
   "lls",
   "llt",
   "llv",
-  "lly",
-  "loan-to-value",
   "local",
   "locations",
   "lock-in",
@@ -2371,7 +2321,6 @@
   "logistik",
   "logistikimmobilien",
   "london",
-  "long-term",
   "low",
   "lps",
   "lso",
@@ -2644,9 +2593,7 @@
   "parformanceabh\u00e4ngige",
   "paris",
   "parks",
-  "partners",
   "partnership",
-  "pattern",
   "ped",
   "pen",
   "per",
@@ -2677,18 +2624,15 @@
   "pricey",
   "pricing",
   "prime",
-  "pro",
   "prof",
   "prof.",
   "profile",
-  "prognose",
   "prognostiderte",
   "prognostizierte",
   "program",
   "projects",
   "projektentwicklungen",
   "projektentwicklungsrisiken",
-  "propco",
   "properties",
   "proprietary",
   "provide",
@@ -2702,7 +2646,6 @@
   "q.",
   "q.e.d",
   "q.e.d.",
-  "qc7",
   "quality",
   "quarterly",
   "quota",
@@ -2801,14 +2744,11 @@
   "sa.",
   "sale",
   "sb.",
-  "sc3",
   "schule",
   "schweden",
   "scope",
   "scs",
-  "scsp",
   "sd.",
-  "sdcdsc3",
   "sector",
   "sectors",
   "sed",
@@ -2849,7 +2789,6 @@
   "sofern",
   "sog",
   "sog.",
-  "solely",
   "solvency",
   "some",
   "son",
@@ -3140,14 +3079,12 @@
   "xxx-Xxxxx",
   "xxx-xxxx",
   "xxx.",
-  "xxxd",
   "xxxx",
   "xxxx+",
   "xxxx-xx",
   "xxxx-xxx",
   "xxxx-xxxx",
   "xxxx.",
-  "xxxxd",
   "xxxxdd",
   "xxxx\u2019x",
   "xxx\u2019x",

project/frontend/src/routes/config.tsx

@@ -11,6 +11,7 @@ import CircularProgress from "@mui/material/CircularProgress";
 
 
 
+
 export const Route = createFileRoute("/config")({
     component: ConfigPage,
     validateSearch: (search: Record<string, unknown>): { from?: string; success?: string } => {
@@ -28,6 +29,28 @@ function ConfigPage() {
     const [snackbarOpen, setSnackbarOpen] = useState(success === "true");
     const [snackbarMessage, setSnackbarMessage] = useState<string>("Beispielsätze gespeichert. Jetzt auf -Neu trainieren- klicken oder zuerst weitere Kennzahlen hinzufügen.");
     const [trainingRunning, setTrainingRunning] = useState(false);
+    const [hasUntrainedKPIs, setHasUntrainedKPIs] = useState(false);
+
+
+    const fetchKPISettings = async () => {
+        try {
+            const res = await fetch(`${API_HOST}/api/kpi/settings`);
+            const data = await res.json();
+            console.log("🔍 GELADENE KPIs:", data);
+            const untrainedExists = data.some((kpi: any) => {
+                console.log("➡️", kpi.name, "is_trained:", kpi.is_trained);
+                return kpi.is_trained === false;
+            });
+            setHasUntrainedKPIs(untrainedExists);
+        } catch (err) {
+            console.error("Fehler beim Laden der KPIs:", err);
+        }
+    };
+
+
+    useEffect(() => {
+        fetchKPISettings();
+    }, []);
 
 
 
@@ -61,8 +84,7 @@ function ConfigPage() {
         checkInitialTrainingStatus();
     }, []);
 
-
+    
-
     const handleAddNewKPI = () => {
         navigate({
             to: "/config-add",
@@ -113,8 +135,11 @@ function ConfigPage() {
                     console.log("Training abgeschlossen – Snackbar wird ausgelöst");
                     setSnackbarMessage("Training abgeschlossen!");
                     setSnackbarOpen(true);
-
                     setTrainingRunning(false);
+
+                    fetchKPISettings(); // 👉 hier hinzufügen!
+
+
                 }
             } catch (err) {
                 console.error("Polling-Fehler:", err);
@@ -152,40 +177,46 @@ function ConfigPage() {
                             Konfiguration der Kennzahlen
                         </Typography>
                     </Box>
+                    <Box display="flex" flexDirection="column" alignItems="flex-end" gap={1}>
+                        <Box display="flex" gap={2}>
+                            <Button
+                                variant="contained"
+                                onClick={handleTriggerTraining}
+                                disabled={trainingRunning || !hasUntrainedKPIs}
+                                sx={{
+                                    backgroundColor: "#383838",
+                                    "&:hover": { backgroundColor: "#2e2e2e" },
+                                }}
+                            >
+                                {trainingRunning ? (
+                                    <>
+                                        <CircularProgress size={20} sx={{ color: "white", mr: 1 }} />
+                                        Wird trainiert...
+                                    </>
+                                ) : (
+                                    "Neu trainieren"
+                                )}
+                            </Button>
 
-                    {/* Rechte Seite: Buttons */}
+                            <Button
-                    <Box display="flex" gap={2}>
+                                variant="contained"
-                        <Button
+                                onClick={handleAddNewKPI}
-                            variant="contained"
+                                sx={{
-                            onClick={handleTriggerTraining}
+                                    backgroundColor: "#383838",
-                            disabled={trainingRunning}
+                                    "&:hover": { backgroundColor: "#2e2e2e" },
-                            sx={{
+                                }}
-                                backgroundColor: "#383838",
+                            >
-                                "&:hover": { backgroundColor: "#2e2e2e" },
+                                Neue Kennzahl hinzufügen
-                            }}
+                            </Button>
-                        >
+                        </Box>
-                            {trainingRunning ? (
-                                <>
-                                    <CircularProgress size={20} sx={{ color: "white", mr: 1 }} />
-                                    Wird trainiert...
-                                </>
-                            ) : (
-                                "Neu trainieren"
-                            )}
-                        </Button>
 
-
+                        {!hasUntrainedKPIs && (
-                        <Button
+                            <Typography variant="body2" color="text.secondary" mt={1}>
-                            variant="contained"
+                                Alle Kennzahlen sind bereits trainiert.
-                            onClick={handleAddNewKPI}
+                            </Typography>
-                            sx={{
+                        )}
-                                backgroundColor: "#383838",
-                                "&:hover": { backgroundColor: "#2e2e2e" },
-                            }}
-                        >
-                            Neue Kennzahl hinzufügen
-                        </Button>
                     </Box>
+
                 </Box>
 
                 {/* Tabelle */}