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