Gather data

import.py

@@ -0,0 +1,142 @@
+#!/usr/bin/env python3
+import argparse
+import json
+import re
+import sqlite3
+from pathlib import Path
+
+RE_ASCII_WORD = re.compile(r"^[A-Za-z]+$")
+RE_SPACE = re.compile(r"\s+")
+RE_PARENS = re.compile(r"\s*\([^)]*\)\s*")  # verwijder (labels)
+RE_BRACKETS = re.compile(r"\s*\[[^]]*]\s*")  # verwijder [labels]
+
+def clean_hint(s: str) -> str:
+    s = s.strip()
+    s = RE_BRACKETS.sub(" ", s)
+    s = RE_PARENS.sub(" ", s)
+    s = s.replace("’", "'")
+    s = RE_SPACE.sub(" ", s).strip(" -;:,.\t")
+    return s
+
+def pick_gloss(obj: dict) -> tuple[str | None, str | None]:
+    """Return (hint, pos) from a Wiktextract JSON line."""
+    pos = obj.get("pos")
+    senses = obj.get("senses") or []
+    best = None
+
+    for s in senses:
+        glosses = s.get("glosses") or []
+        if not glosses:
+            continue
+        # Neem de eerste gloss die "normaal" oogt
+        for g in glosses:
+            if not isinstance(g, str):
+                continue
+            g2 = clean_hint(g)
+            if len(g2) < 3:
+                continue
+            best = g2
+            break
+        if best:
+            break
+
+    return best, pos
+
+def main():
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--db", required=True, help="pad naar jouw sqlite db")
+    ap.add_argument("--jsonl", required=True, help="pad naar nl-extract.jsonl")
+    ap.add_argument("--minlen", type=int, default=2)
+    ap.add_argument("--maxlen", type=int, default=8)
+    ap.add_argument("--maxhint", type=int, default=80)
+    args = ap.parse_args()
+
+    db_path = Path(args.db)
+    jsonl_path = Path(args.jsonl)
+
+    con = sqlite3.connect(db_path)
+    cur = con.cursor()
+
+    # speed pragmas (alleen tijdens import)
+    cur.execute("PRAGMA journal_mode=WAL;")
+    cur.execute("PRAGMA synchronous=NORMAL;")
+    cur.execute("PRAGMA temp_store=MEMORY;")
+
+    cur.execute("""
+    CREATE TABLE IF NOT EXISTS hints (
+      word    TEXT NOT NULL,
+      hint    TEXT NOT NULL,
+      source  TEXT NOT NULL DEFAULT 'wiktionary',
+      pos     TEXT,
+      quality INTEGER NOT NULL DEFAULT 80,
+      PRIMARY KEY (word, hint, source)
+    );
+    """)
+    cur.execute("CREATE INDEX IF NOT EXISTS idx_hints_word ON hints(word);")
+    con.commit()
+
+    batch = []
+    inserted = 0
+    seen = 0
+
+    con.execute("BEGIN;")
+    with jsonl_path.open("r", encoding="utf-8") as f:
+        for line in f:
+            line = line.strip()
+            if not line:
+                continue
+            try:
+                obj = json.loads(line)
+            except json.JSONDecodeError:
+                continue
+
+            # Kaikki/Wiktextract: vaak lang_code = "nl" en lang = "Dutch"
+            lang_code = obj.get("lang_code")
+            if lang_code and lang_code != "nl":
+                continue
+
+            word = obj.get("word")
+            if not word:
+                continue
+
+            word_up = word.upper().strip()
+            if not (args.minlen <= len(word_up) <= args.maxlen):
+                continue
+            if not RE_ASCII_WORD.match(word_up):
+                continue
+
+            hint, pos = pick_gloss(obj)
+            if not hint:
+                continue
+
+            # Hint kort houden
+            hint = hint[: args.maxhint].rstrip()
+
+            # Simpele kwaliteit: iets hoger als POS bekend is
+            quality = 85 if pos else 80
+
+            batch.append((word_up, hint, "wiktionary", pos, quality))
+            seen += 1
+
+            if len(batch) >= 2000:
+                cur.executemany(
+                    "INSERT OR IGNORE INTO hints(word,hint,source,pos,quality) VALUES (?,?,?,?,?)",
+                    batch
+                )
+                inserted += cur.rowcount if cur.rowcount != -1 else 0
+                batch.clear()
+
+    if batch:
+        cur.executemany(
+            "INSERT OR IGNORE INTO hints(word,hint,source,pos,quality) VALUES (?,?,?,?,?)",
+            batch
+        )
+        inserted += cur.rowcount if cur.rowcount != -1 else 0
+
+    con.commit()
+    con.close()
+
+    print(f"Done. processed_lines≈{seen}, inserted≈{inserted} (OR IGNORE kan inserts verlagen).")
+
+if __name__ == "__main__":
+    main()