PGŽ Sport Platform — Round 1+2 baseline (sport2.html + API)

2026-05-04 23:39:08 +02:00
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+#!/usr/bin/env python3
+# Seed cultural_qa training data iz dabi.knowledge (Alan Ford, čakavski, satrovacki, izreke)
+import psycopg2, hashlib, logging
+logging.basicConfig(level=logging.INFO, format='%(asctime)s [cult_qa] %(message)s')
+log = logging.getLogger("cult_qa")
+DSN = "host=10.10.0.2 port=6432 dbname=rinet_v3 user=rinet password=R1net2026!SecureDB#v7"
+
+def main():
+    conn = psycopg2.connect(DSN); conn.autocommit = True
+    cur = conn.cursor()
+    
+    # Get cultural facts
+    cur.execute("""
+        SELECT id, fact, category FROM dabi.knowledge 
+        WHERE category IN ('alan_ford_priority','satrovacki_priority','cakavski_priority',
+                          'fjumanski_priority','rijeka_izreka','lingvistika_qa',
+                          'alan_ford_v3','alan_ford_qa','rijeka_alan','rijeka_humor',
+                          'rijeka_lokalni','rijeka_qa','satrovacki_dict','satrovacki_jezik')
+          AND fact IS NOT NULL AND length(fact) > 30
+        LIMIT 1000
+    """)
+    rows = cur.fetchall()
+    log.info(f"Cultural facts: {len(rows)}")
+    
+    inserted = 0
+    for fid, fact, cat in rows:
+        # Generate Q variants based on category
+        questions = []
+        fact_lower = fact.lower()
+        
+        if 'alan_ford' in cat:
+            # Try extract character
+            for char in ['Alan Ford', 'Bob Rock', 'Sir Oliver', 'Broj Jedan', 'Grunf', 'Jeremija', 'Šef', 'Margot', 'Superhik', 'Notar', 'Cifra Sluga']:
+                if char.lower() in fact_lower:
+                    questions.append(f"Tko je {char}?")
+                    questions.append(f"Što znaš o liku {char}?")
+                    break
+            if not questions:
+                questions.append(f"Što znaš o Alan Fordu?")
+        
+        elif 'satrovacki' in cat:
+            # First word in fact = the term
+            words = fact.split()
+            if words and len(words[0]) > 2:
+                term = words[0].rstrip('=,:;.').strip()
+                questions.append(f"Što znači {term}?")
+                questions.append(f"Što je {term} na šatrovačkom?")
+        
+        elif 'cakavski' in cat or 'fjumanski' in cat:
+            words = fact.split()
+            if words and len(words[0]) > 2:
+                term = words[0].rstrip('=,:;.').strip()
+                questions.append(f"Što znači {term}?")
+                questions.append(f"Što je {term} u riječkom dijalektu?")
+        
+        elif 'rijeka_izreka' in cat:
+            questions.append(f"Reci mi neku riječku izreku.")
+            questions.append(f"Koje su tradicionalne riječke izreke?")
+        
+        # Save Q&A pairs
+        for q in questions[:2]:  # max 2 per fact
+            qa_hash = hashlib.sha256(f"cult:{fid}:{q[:60]}".encode()).hexdigest()[:32]
+            try:
+                cur.execute("""
+                    INSERT INTO dabi.training_qa
+                        (question, answer, category, source_type, created_at)
+                    VALUES (%s, %s, %s, 'cultural_seed', now())
+                    ON CONFLICT DO NOTHING
+                """, (q[:300], fact[:500], 'cultural_'+cat.split('_')[0]))
+                inserted += cur.rowcount
+            except Exception as e:
+                if inserted < 3: log.warning(f"insert err: {e}")
+    
+    log.info(f"Inserted: {inserted} cultural Q&A pairs")
+    cur.close(); conn.close()
+
+if __name__ == "__main__":
+    main()