Minor changes to make the tests pass, and adding proper logging mechanism.

data/domsdatabasen/create.py

@@ -25,6 +25,7 @@ Note: This script is designed to be run using a GPU.
 """
 
 import atexit
+import logging
 import os
 import csv
 import time
@@ -63,11 +64,13 @@ from dynaword.process_dataset import (
     remove_empty_texts,
 )
 
+logger = logging.getLogger(__name__)
+
 # ----------------- Config ------------------
 
-PDF_DIR = Path("pdfs")
-LOG_FILE = Path("progress_log.csv")
-PARQUET_FILE = Path("court_texts.parquet")
+PDF_DIR = Path(__file__).parent / "pdfs"
+LOG_FILE = Path(__file__).parent / "progress_log.csv"
+PARQUET_FILE = Path(__file__).parent / "domsdatabasen.parquet"
 MAX_WORKERS = 10
 RETRY_COUNT = 3
 RETRY_DELAY = 2
@@ -80,29 +83,8 @@ HEADERS = {
     "Accept-Language": "en-GB,en-US;q=0.9,en;q=0.8",
     "Connection": "keep-alive",
     "Content-Type": "application/json",
-    "Cookie": (
-        "CookieConsent={stamp:'ZWnz3xRN5bhZXpF3CE69z5Bf1hTj78qUE084UV2i4YScmyXmkGVkxA==',"
-        "necessary:true,preferences:false,statistics:false,marketing:false,"
-        "method:'explicit',ver:1,utc:1733148117245,region:'dk'}"
-    ),
-    "DNT": "1",
-    "Origin": "https://domsdatabasen.dk",
-    "Referer": "https://domsdatabasen.dk/",
-    "User-Agent": (
-        "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 "
-        "(KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36"
-    ),
-    "sec-ch-ua": '"Not)A;Brand";v="8", "Chromium";v="138"',
-    "sec-ch-ua-mobile": "?0",
-    "sec-ch-ua-platform": '"macOS"',
 }
 
-# ----------------- Logging ------------------
-
-
-def log(msg: str):
-    print(f"[{time.strftime('%Y-%m-%d %H:%M:%S')}] {msg}")
-
 
 def init_csv():
     if not LOG_FILE.exists():
@@ -145,7 +127,7 @@ def retry(func, *args, retries=RETRY_COUNT, delay=RETRY_DELAY, **kwargs):
         try:
             return func(*args, **kwargs)
         except Exception as e:
-            log(f"⚠️  Retry {attempt+1}/{retries} failed: {e}")
+            logger.warning(f"⚠️  Retry {attempt+1}/{retries} failed: {e}")
             time.sleep(delay)
     raise RuntimeError(f"❌ All retries failed for {func.__name__}({args})")
 
@@ -157,7 +139,7 @@ def download_pdf(document: dict) -> Path | None:
     document_id = document["id"]
     out_path = PDF_DIR / f"document_{document_id}.pdf"
     if out_path.exists():
-        log(f"⏭️  Skipped PDF (exists): {document_id}")
+        logger.info(f"⏭️  Skipped PDF (exists): {document_id}")
         return out_path
 
     url = f"https://domsdatabasen.dk/webapi/api/Case/document/download/{document_id}"
@@ -166,7 +148,7 @@ def download_pdf(document: dict) -> Path | None:
         if response.status_code == 200:
             with open(out_path, "wb") as f:
                 f.write(response.content)
-            log(f"✅ Downloaded PDF: {document_id}")
+            logger.info(f"✅ Downloaded PDF: {document_id}")
             append_log(document_id, pdf=True, text=False)
             return out_path
         else:
@@ -216,7 +198,7 @@ def process_document(document: dict) -> dict | None:
             if response.status_code == 200:
                 with open(pdf_path, "wb") as f:
                     f.write(response.content)
-                log(f"✅ Downloaded PDF: {document_id}")
+                logger.info(f"✅ Downloaded PDF: {document_id}")
             else:
                 raise RuntimeError(f"Download failed: {response.status_code}")
         except Exception as e:
@@ -229,7 +211,7 @@ def process_document(document: dict) -> dict | None:
         converter = PdfConverter(artifact_dict=model_refs, config=config)
         rendered = retry(converter, str(pdf_path))
         text, _, _ = text_from_rendered(rendered)
-        log(f"🖍️ Extracted text: {document_id}")
+        logger.info(f"🖍️ Extracted text: {document_id}")
         append_log(document_id, pdf=True, text=True)
 
         del rendered
@@ -296,18 +278,18 @@ def main():
     all_records = []
     page_num = 1
     _, total_pages = fetch_case_page(1)
-    log(f"📄 Total pages: {total_pages}")
+    logger.info(f"📄 Total pages: {total_pages}")
 
     existing_ids = load_existing_ids()
-    log(f"🔄 Resuming with {len(existing_ids)} already processed IDs")
+    logger.info(f"🔄 Resuming with {len(existing_ids)} already processed IDs")
 
     while page_num <= total_pages:
-        log(f"\n🔎 Fetching page {page_num}/{total_pages}")
+        logger.info(f"\n🔎 Fetching page {page_num}/{total_pages}")
 
         try:
             doc_infos, _ = fetch_case_page(page_num)
         except Exception as e:
-            log(f"❌ Failed to fetch page {page_num}: {e}")
+            logger.warning(f"❌ Failed to fetch page {page_num}: {e}")
             page_num += 1
             continue
 
@@ -329,10 +311,6 @@ def main():
 
         if all_records:
             ds_new = Dataset.from_list(all_records)
-            ds_new = remove_empty_texts(ds_new)
-            ds_new = remove_duplicate_text(ds_new)
-            ds_new = add_token_count(ds_new)
-            ds_new = ensure_column_order(ds_new)
 
             if PARQUET_FILE.exists():
                 ds_old = Dataset.from_parquet(str(PARQUET_FILE))
@@ -342,13 +320,31 @@ def main():
                 ds_combined = ds_new
 
             ds_combined.to_parquet(str(PARQUET_FILE))
-            log(f"📦 Appended {len(all_records)} records to {PARQUET_FILE}")
+            logger.info(f"📦 Appended {len(all_records)} records to {PARQUET_FILE}")
             existing_ids.update([r["id"] for r in all_records])
             all_records.clear()
 
         page_num += 1
 
+    ds = Dataset.from_parquet(str(PARQUET_FILE))
+    ds = cast(Dataset, ds)
+    ds = remove_empty_texts(ds)
+    ds = remove_duplicate_text(ds)
+    ds = add_token_count(ds)
+    ds = ensure_column_order(ds)
+
+    ds.to_parquet(str(PARQUET_FILE))
+
 
 if __name__ == "__main__":
     mp.set_start_method("spawn", force=True)
+    log_path = Path(__file__).parent / "domsdatabasen.log"
+    logging.basicConfig(
+        level=logging.INFO,
+        format="%(asctime)s - %(levelname)s - %(message)s",
+        handlers=[
+            logging.StreamHandler(),
+            logging.FileHandler(log_path),
+        ],
+    )
     main()

data/domsdatabasen/domsdatabasen.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:862f6d867a5c99afc811aaa3926c6da272cf187c277903ec53c48e5945e71f5a
-size 123250537
+oid sha256:132f593c951564e56c262520116bd02eea193f10443b9d12305e130dde16ee99
+size 123195077