build_dynaword: preserve_id / preserve_created flags (split from #19)

#45
by PiotrSty - opened
.gitignore CHANGED
@@ -5,3 +5,17 @@ data/european_hplt_pl_500m/
5
  data/european_hplt_pl_chunk_test*/
6
  data/european_hplt_pl_file_test/
7
  data/european_hplt_pl_parallel_500m*/
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  data/european_hplt_pl_chunk_test*/
6
  data/european_hplt_pl_file_test/
7
  data/european_hplt_pl_parallel_500m*/
8
+ __pycache__/
9
+ *.pyc
10
+ # Build inputs and scratch for the studia_bas source: the issue PDF cache, the
11
+ # .jsonl.zst intermediate build_dynaword.py consumes, and one-off probe output.
12
+ studia_bas_pdfs/
13
+ artifacts/studia_bas*.jsonl
14
+ artifacts/studia_bas*.jsonl.zst
15
+ artifacts/studia_bas_download_test/
16
+ artifacts/author_probe.txt
17
+ artifacts/author_new.txt
18
+ artifacts/probe_all.jsonl.zst
19
+ artifacts/download_all.log
20
+ artifacts/studia_bas_pii_audit.md
21
+ artifacts/studia_bas_builder_review.md
src/build_dynaword.py CHANGED
@@ -16,7 +16,7 @@ Usage:
16
  python3 src/build_dynaword.py --sources gutenberg --jobs 16
17
  """
18
  from __future__ import annotations
19
- import argparse, hashlib, json, os, re, subprocess, sys, time
20
  from itertools import islice
21
  import multiprocessing as mp
22
  from pathlib import Path
@@ -70,7 +70,7 @@ def _meta_value(row: dict, keys: tuple[str, ...], default: str = "") -> str:
70
 
71
  def _process_chunk(args):
72
  """Worker: gate + tokenize a batch of raw lines. Returns (records, stats)."""
73
- is_ocr, created, default_license, lines = args
74
  kept, texts = [], []
75
  st = [0, 0, 0, 0] # read, short, lang, ocr
76
  metas = []
@@ -91,12 +91,18 @@ def _process_chunk(args):
91
  st[3] += 1; continue
92
  texts.append(text)
93
  metas.append((
 
 
94
  _meta_value(row, ("license", "licence", "rights", "edm:rights"), default_license),
95
  _meta_value(row, ("author", "authors", "creator", "creators")),
 
96
  ))
97
  toks = [len(t) for t in _ENC.encode_ordinary_batch(texts, num_threads=1)] if texts else []
98
- for t, (license_value, author), tk in zip(texts, metas, toks):
99
- kept.append((t, created, tk, license_value, author, hashlib.sha1(t.encode("utf-8")).digest()))
 
 
 
100
  return kept, st
101
 
102
 
@@ -118,6 +124,9 @@ def build_source(name, cfg, sl_dir, out_root, pool, seen, counter):
118
  "licenses": {}, "authors_with_value": 0}
119
  t0 = time.time()
120
  is_ocr, created = bool(cfg.get("is_ocr")), cfg.get("created", "")
 
 
 
121
  default_license = cfg.get("license", "")
122
  bid, btext, bcre, btok, blic, baut = [], [], [], [], [], []
123
 
@@ -132,18 +141,40 @@ def build_source(name, cfg, sl_dir, out_root, pool, seen, counter):
132
  ], schema=SCHEMA))
133
  bid.clear(); btext.clear(); bcre.clear(); btok.clear(); blic.clear(); baut.clear()
134
 
135
- proc = subprocess.Popen(["zstd", "-dc", str(src_path)],
136
- stdout=subprocess.PIPE, bufsize=1 << 22)
137
- line_iter = (ln for ln in proc.stdout if ln.strip())
138
- arg_iter = ((is_ocr, created, default_license, ch) for ch in _chunks(line_iter, 2000))
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
139
  for kept, cst in pool.imap_unordered(_process_chunk, arg_iter, chunksize=1):
140
  st["read"] += cst[0]; st["drop_short"] += cst[1]
141
  st["drop_lang"] += cst[2]; st["drop_ocr"] += cst[3]
142
- for text, cre, tok, license_value, author, h in kept:
143
  if h in seen:
144
  st["drop_dup"] += 1; continue
145
  seen.add(h)
146
- bid.append(f"{name}_{counter[0]}"); counter[0] += 1
 
 
 
 
147
  btext.append(text); bcre.append(cre); btok.append(tok)
148
  blic.append(license_value); baut.append(author)
149
  st["chars"] += len(text); st["tokens"] += tok; st["kept"] += 1
@@ -152,7 +183,11 @@ def build_source(name, cfg, sl_dir, out_root, pool, seen, counter):
152
  st["authors_with_value"] += 1
153
  if len(btext) >= 2000:
154
  flush()
155
- flush(); writer.close(); proc.stdout.close(); proc.wait()
 
 
 
 
156
  st["secs"] = round(time.time() - t0, 1)
157
  print(f" {name}: read {st['read']:,} kept {st['kept']:,} | -short {st['drop_short']:,} "
158
  f"-lang {st['drop_lang']:,} -dup {st['drop_dup']:,} -ocr {st['drop_ocr']:,} | "
 
16
  python3 src/build_dynaword.py --sources gutenberg --jobs 16
17
  """
18
  from __future__ import annotations
19
+ import argparse, hashlib, io, json, os, re, shutil, subprocess, sys, time
20
  from itertools import islice
21
  import multiprocessing as mp
22
  from pathlib import Path
 
70
 
71
  def _process_chunk(args):
72
  """Worker: gate + tokenize a batch of raw lines. Returns (records, stats)."""
73
+ is_ocr, created, default_license, preserve_created, lines = args
74
  kept, texts = [], []
75
  st = [0, 0, 0, 0] # read, short, lang, ocr
76
  metas = []
 
91
  st[3] += 1; continue
92
  texts.append(text)
93
  metas.append((
94
+ _meta_value(row, ("created", "date", "published", "publication_date"), created)
95
+ if preserve_created else created,
96
  _meta_value(row, ("license", "licence", "rights", "edm:rights"), default_license),
97
  _meta_value(row, ("author", "authors", "creator", "creators")),
98
+ _meta_value(row, ("id", "record_id")),
99
  ))
100
  toks = [len(t) for t in _ENC.encode_ordinary_batch(texts, num_threads=1)] if texts else []
101
+ for t, (created_value, license_value, author, record_id), tk in zip(texts, metas, toks):
102
+ kept.append((
103
+ t, created_value, tk, license_value, author,
104
+ hashlib.sha1(t.encode("utf-8")).digest(), record_id,
105
+ ))
106
  return kept, st
107
 
108
 
 
124
  "licenses": {}, "authors_with_value": 0}
125
  t0 = time.time()
126
  is_ocr, created = bool(cfg.get("is_ocr")), cfg.get("created", "")
127
+ preserve_id = bool(cfg.get("preserve_id"))
128
+ preserve_created = bool(cfg.get("preserve_created"))
129
+ used_ids = set()
130
  default_license = cfg.get("license", "")
131
  bid, btext, bcre, btok, blic, baut = [], [], [], [], [], []
132
 
 
141
  ], schema=SCHEMA))
142
  bid.clear(); btext.clear(); bcre.clear(); btok.clear(); blic.clear(); baut.clear()
143
 
144
+ proc = None
145
+ stream = None
146
+ compressed = None
147
+ executable = shutil.which("zstd")
148
+ if executable:
149
+ proc = subprocess.Popen([executable, "-dc", str(src_path)],
150
+ stdout=subprocess.PIPE, bufsize=1 << 22)
151
+ stream = proc.stdout
152
+ else:
153
+ try:
154
+ import zstandard
155
+ except ImportError as exc:
156
+ raise RuntimeError(
157
+ "reading .zst requires zstd or Python zstandard: pip install zstandard"
158
+ ) from exc
159
+ compressed = src_path.open("rb")
160
+ stream = io.TextIOWrapper(
161
+ zstandard.ZstdDecompressor().stream_reader(compressed), encoding="utf-8"
162
+ )
163
+ line_iter = (ln for ln in stream if ln.strip())
164
+ arg_iter = ((is_ocr, created, default_license, preserve_created, ch)
165
+ for ch in _chunks(line_iter, 2000))
166
  for kept, cst in pool.imap_unordered(_process_chunk, arg_iter, chunksize=1):
167
  st["read"] += cst[0]; st["drop_short"] += cst[1]
168
  st["drop_lang"] += cst[2]; st["drop_ocr"] += cst[3]
169
+ for text, cre, tok, license_value, author, h, record_id in kept:
170
  if h in seen:
171
  st["drop_dup"] += 1; continue
172
  seen.add(h)
173
+ output_id = record_id if preserve_id and record_id else f"{name}_{counter[0]}"
174
+ if output_id in used_ids:
175
+ raise ValueError(f"duplicate record id in {name}: {output_id}")
176
+ used_ids.add(output_id)
177
+ bid.append(output_id); counter[0] += 1
178
  btext.append(text); bcre.append(cre); btok.append(tok)
179
  blic.append(license_value); baut.append(author)
180
  st["chars"] += len(text); st["tokens"] += tok; st["kept"] += 1
 
183
  st["authors_with_value"] += 1
184
  if len(btext) >= 2000:
185
  flush()
186
+ flush(); writer.close(); stream.close()
187
+ if compressed is not None:
188
+ compressed.close()
189
+ if proc is not None:
190
+ proc.wait()
191
  st["secs"] = round(time.time() - t0, 1)
192
  print(f" {name}: read {st['read']:,} kept {st['kept']:,} | -short {st['drop_short']:,} "
193
  f"-lang {st['drop_lang']:,} -dup {st['drop_dup']:,} -ocr {st['drop_ocr']:,} | "
src/test_build_dynaword_flags.py ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """The per-source opt-in flags studia_bas introduced into the generic builder.
2
+
3
+ These pin that a source without the flags is gated exactly as it was before the
4
+ studia_bas contribution, which matters because several existing sources already
5
+ emit a per-record ``date`` or ``created`` field into their intermediate JSONL.
6
+ """
7
+
8
+ import json
9
+
10
+ import pytest
11
+
12
+ from build_dynaword import _init_worker, _process_chunk
13
+
14
+
15
+ @pytest.fixture(autouse=True)
16
+ def _encoder():
17
+ # _process_chunk normally runs in a pool worker, where the encoder is a global
18
+ # the initializer sets up.
19
+ _init_worker()
20
+
21
+
22
+ def _chunk(rows, *, preserve_created, created="2026-07-19"):
23
+ lines = [json.dumps(row, ensure_ascii=False) for row in rows]
24
+ kept, _ = _process_chunk((False, created, "CC0", preserve_created, lines))
25
+ return kept
26
+
27
+
28
+ TEXT = "Ustawa o finansach publicznych reguluje zasady gospodarki budżetowej. " * 40
29
+
30
+
31
+ def test_record_date_is_ignored_unless_the_source_opts_in():
32
+ # sejm_api, govpl, njkp and europeana all carry a per-record date already, so
33
+ # reading it by default would silently rewrite their created column.
34
+ kept = _chunk([{"text": TEXT, "date": "2019-04-01"}], preserve_created=False)
35
+ assert [row[1] for row in kept] == ["2026-07-19"]
36
+
37
+
38
+ def test_record_date_is_used_when_the_source_opts_in():
39
+ kept = _chunk([{"text": TEXT, "date": "2019-04-01"}], preserve_created=True)
40
+ assert [row[1] for row in kept] == ["2019-04-01"]
41
+
42
+
43
+ def test_opting_in_still_falls_back_to_the_source_constant():
44
+ kept = _chunk([{"text": TEXT}], preserve_created=True)
45
+ assert [row[1] for row in kept] == ["2026-07-19"]