Initial commit: добавление проекта predictV1

Включает модели ML для предсказаний, API маршруты, скрипты обучения и данные.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

routes/match.py

@@ -0,0 +1,62 @@
+from fastapi import APIRouter, HTTPException
+from pydantic import BaseModel
+from typing import List
+import psycopg2
+from psycopg2.extras import RealDictCursor
+
+router = APIRouter()
+
+def get_db_connection():
+    return psycopg2.connect(
+        host="localhost",
+        port=5432,
+        database="korobka_db",
+        user="postgres",
+        password="postgres"
+    )
+
+class HeroDetail(BaseModel):
+    hero_id: int
+    team: int
+    order: int
+
+class MatchData(BaseModel):
+    id: int
+    start_time: int
+    leagueid: int
+    radiant_team_id: int
+    dire_team_id: int
+    radiant_win: bool
+    heroes: List[HeroDetail]
+
+@router.post("/match/pro/add")
+def add_pro_match(match: MatchData):
+    conn = get_db_connection()
+    cursor = conn.cursor()
+
+    try:
+        # Добавляем матч в pro_matches
+        cursor.execute("""
+            INSERT INTO pro_matches (id, start_time, leagueid, radiant_team_id, dire_team_id, radiant_win)
+            VALUES (%s, %s, %s, %s, %s, %s)
+            ON CONFLICT (id) DO NOTHING
+        """, (match.id, match.start_time, match.leagueid, match.radiant_team_id, match.dire_team_id, match.radiant_win))
+
+        # Добавляем детали героев в pro_details_match
+        for hero in match.heroes:
+            cursor.execute("""
+                INSERT INTO pro_details_match (match_id, hero_id, team, "order")
+                VALUES (%s, %s, %s, %s)
+            """, (match.id, hero.hero_id, hero.team, hero.order))
+
+        conn.commit()
+        cursor.close()
+        conn.close()
+
+        return {"status": "success", "message": f"Match {match.id} added successfully"}
+
+    except Exception as e:
+        conn.rollback()
+        cursor.close()
+        conn.close()
+        raise HTTPException(status_code=500, detail=str(e))