feat: /api/v2/analiza/* endpoints - sport analytics backend

scrapers/godisnjak_text_mine.py_prije_env_deepseek

@@ -0,0 +1,69 @@
+#!/usr/bin/env python3
+"""Fast godišnjak mining: tokenize text, then set-intersect with sportaši names."""
+import os
+import psycopg2, re
+from collections import defaultdict
+
+DB = dict(host='localhost', port=5432, dbname='rinet_v3',
+          user='rinet', password=os.environ["DB_PASSWORD"])
+conn = psycopg2.connect(**DB); conn.autocommit = True
+cu = conn.cursor()
+
+cu.execute("SELECT id, godina, sadrzaj FROM pgz_sport.dokumenti WHERE vrsta='godisnjak' AND godina IS NOT NULL ORDER BY godina")
+godisnjaci = cu.fetchall()
+print(f"Loaded {len(godisnjaci)} godišnjaka", flush=True)
+
+# Build map: lowercase "ime prezime" → sportas_id
+cu.execute("SELECT id, ime, prezime FROM pgz_sport.clanovi WHERE ime IS NOT NULL AND prezime IS NOT NULL")
+sportasi = cu.fetchall()
+name_to_ids = defaultdict(set)
+for sid, ime, prezime in sportasi:
+    if not ime or not prezime: continue
+    full = f"{ime.strip()} {prezime.strip()}".lower()
+    full2 = f"{prezime.strip()} {ime.strip()}".lower()
+    if len(full) >= 8: 
+        name_to_ids[full].add(sid)
+        name_to_ids[full2].add(sid)
+print(f"Indexed {len(name_to_ids)} name variants for {len(sportasi)} sportaša", flush=True)
+
+# Process each godišnjak: build n-gram set then check
+mentions = defaultdict(set)
+for did, godina, text in godisnjaci:
+    if not text or len(text) < 5000: continue
+    text_low = text.lower()
+    # Substring search is fastest for this
+    found_names = 0
+    for name, sids in name_to_ids.items():
+        if name in text_low:
+            for sid in sids:
+                mentions[sid].add(godina)
+            found_names += 1
+    print(f"  godišnjak {godina}: {found_names} matches", flush=True)
+
+print(f"\nTotal sportaša mentioned: {len(mentions)}", flush=True)
+
+# Update DB
+cu.execute("ALTER TABLE pgz_sport.clanovi ADD COLUMN IF NOT EXISTS godisnjak_godine INT[]")
+cu.execute("ALTER TABLE pgz_sport.clanovi ADD COLUMN IF NOT EXISTS godisnjak_prvi INT")
+cu.execute("ALTER TABLE pgz_sport.clanovi ADD COLUMN IF NOT EXISTS godisnjak_zadnji INT")
+
+updated = 0
+for sid, godine in mentions.items():
+    g = sorted(godine)
+    cu.execute("UPDATE pgz_sport.clanovi SET godisnjak_godine=%s, godisnjak_prvi=%s, godisnjak_zadnji=%s WHERE id=%s",
+               (g, g[0], g[-1], sid))
+    updated += 1
+
+print(f"\nUpdated {updated} sportaša", flush=True)
+
+# Top mentioned
+top = sorted(mentions.items(), key=lambda x: len(x[1]), reverse=True)[:25]
+print("\nTOP 25 sportaša po godinama:")
+for sid, godine in top:
+    cu.execute("SELECT ime, prezime, sport, kategorija_hoo FROM pgz_sport.clanovi WHERE id=%s", (sid,))
+    r = cu.fetchone()
+    if r:
+        kh = f" KAT-{r[3]}" if r[3] else ""
+        print(f"  {len(godine):2}× {r[0]} {r[1]:<28} ({r[2] or '?'}{kh})")
+
+conn.close()