Datasets:
biblioteka_nauki: drop the 3 Public Domain Mark records (#62)
Browse files- biblioteka_nauki: drop the 3 Public Domain Mark records (1cae3f54fb9df948930272fc531338c40b8e5b81)
- artifacts/source_findings.md +30 -0
- data/biblioteka_nauki/biblioteka_nauki.md +11 -4
- data/biblioteka_nauki/biblioteka_nauki.parquet +2 -2
- data/biblioteka_nauki/biblioteka_nauki.stats.json +10 -4
- data/biblioteka_nauki/recover_attribution.py +5 -2
- src/clean_biblioteka_nauki.py +81 -0
- src/test_biblioteka_nauki_contract.py +69 -0
artifacts/source_findings.md
CHANGED
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@@ -1260,3 +1260,33 @@ References: `rights_audit_2026-10/reports/citations.md` L10;
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**Lesson** — a project-wide label on an aggregator pull hides per-page licences. Pull
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from the official dump with page ids and licence templates, so each page can be
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screened and labelled.
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**Lesson** — a project-wide label on an aggregator pull hides per-page licences. Pull
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from the official dump with page ids and licence templates, so each page can be
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screened and labelled.
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+
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+
## biblioteka_nauki — public-domain-label records dropped (2026-10-06)
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**Verdict** — `added`, kept for v0.2.6 minus 3 records (polish-dynaword-v2#52). 42,071 →
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+
42,068 documents, 673,488,831 → 673,112,676 tokens (−376,155), 1,748,333,935 →
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1,747,387,478 characters. `src/clean_biblioteka_nauki.py` filters the v0.2.5 Parquet
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(pinned by SHA-256): it keeps `cc-by`, `cc-by-sa` and `cc0`, drops `public-domain`, and
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fails on any other value. `recover_attribution.py` no longer counts `public-domain` as clean.
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**Reason** — the 3 rows (`books_2142716`, `books_2147851`, `articles_2097363`) carry the
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platform's "Domena publiczna" label. Verified 2026-10-06 against
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| 1274 |
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`bibliotekanauki.pl/api/{type}/{id}`: licence id 22, `creativeCommons: false`, URL
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| 1275 |
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`creativecommons.org/publicdomain/mark/1.0/`. Creative Commons describes the Mark as "a tag
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| 1276 |
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or a label" for works already free of copyright; it grants nothing. All three are original
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texts (`reprintPublication` and `translationPublication` false) first published 2019, 2021
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+
and 2022 by named authors (Jerzy Zając, Witold Rakowski, Beata Michalec), so life+70 has
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not run out. The 2019 book's own colophon reads "Copyright by Jerzy Zając 2019 / Copyright
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by Muzeum Niepodległości w Warszawie 2019". That the authors are alive is inferred.
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**Not done here** — the licence version is still collapsed: rows say `cc-by`/`cc-by-sa`,
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the card and `stats.json` say 4.0. A live re-check (seed 20261006, 24 rows) found 4 of 12
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`cc-by` rows under 3.0 PL or 3.0 Unported; all 12 `cc-by-sa` rows were 4.0. Fixing it needs
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a per-record API re-fetch of name and version (tracked under polish-dynaword-v2#57). The
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card still names SpeakLeash while `src/sources.py` says direct rebuild; `licenses.jsonl`,
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`index.jsonl` and `build_parquet.py` are not in the repo. 128 kept rows (88 `cc-by`, 40
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`cc-by-sa`; 1.56% of tokens) contain "Wszelkie prawa zastrzeżone" or "All rights
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reserved" in their text (publication years 2010-2021); regex count only, not reviewed.
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**Lesson** — a platform's "public domain" label can be the PD Mark. Check the URL behind
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the label, and check the date: a 2019 work cannot be public domain by term in Poland.
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data/biblioteka_nauki/biblioteka_nauki.md
CHANGED
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@@ -6,7 +6,7 @@ Biblioteka Nauki — Polish open-access scholarly corpus (scientific articles, b
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- **Source (upstream):** https://bibliotekanauki.pl (operated by ICM, University of Warsaw — Centrum Otwartej Nauki)
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- **Domain:** academic (scientific articles, books, chapters)
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- **Language:** Polish (pl)
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-
- **License:** per-document — CC BY 4.0 28,335 · CC BY-SA 4.0 13,733
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- **Created (range):** per-document publication year, from each item's bibliotekanauki.pl metadata
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- **Added:** 2026-06-27
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@@ -20,10 +20,16 @@ items are kept; all-rights-reserved and unknown items are gated out. Recovery yi
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|---|---:|
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| CC BY 4.0 | 28,335 |
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| CC BY-SA 4.0 | 13,733 |
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-
| Public Domain | 3 |
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The per-document license is carried in the parquet `license` column.
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## Attribution
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Per-document attribution (author · year · title · publisher) was re-fetched 1:1 from
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bibliotekanauki.pl (43,576 / 43,576 ok) and is carried in the parquet `attribution` column,
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@@ -37,7 +43,7 @@ attribution recovered per document and preserved.
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## Statistics
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| documents | characters | tokens (tiktoken proxy) |
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|---:|---:|---:|
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-
| 42,
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## Filters applied (build_dynaword.py)
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Minimal, per Dynaword guidelines (heavy filtering left to downstream use):
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@@ -45,7 +51,8 @@ Minimal, per Dynaword guidelines (heavy filtering left to downstream use):
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- drop non-Polish (diacritic ratio): **925**
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- exact cross-source dedup (sha1): **180**
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- OCR alpha-ratio < 0.70 (OCR source): **400**
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-
-
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Token counts are a fast tiktoken (cl100k) proxy (~1% off Llama-3); the canonical
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Llama-3 count is computed at release.
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- **Source (upstream):** https://bibliotekanauki.pl (operated by ICM, University of Warsaw — Centrum Otwartej Nauki)
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- **Domain:** academic (scientific articles, books, chapters)
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- **Language:** Polish (pl)
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+
- **License:** per-document — CC BY 4.0 28,335 · CC BY-SA 4.0 13,733
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- **Created (range):** per-document publication year, from each item's bibliotekanauki.pl metadata
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- **Added:** 2026-06-27
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|---|---:|
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| CC BY 4.0 | 28,335 |
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| CC BY-SA 4.0 | 13,733 |
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| 23 |
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The per-document license is carried in the parquet `license` column.
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Three items labelled "Domena publiczna" were dropped for v0.2.6 (`src/clean_biblioteka_nauki.py`,
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polish-dynaword-v2#52): `books_2142716`, `books_2147851`, `articles_2097363` (376,155 tokens).
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Biblioteka Nauki gives them API licence id 22, the CC Public Domain Mark 1.0, which is a label, not a
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waiver or a licence. They are original works first published 2019-2022, so the Polish life+70 term has
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not run out, and `books_2147851` itself prints "Copyright by Jerzy Zając 2019". Only CC BY, CC BY-SA
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and CC0 values are kept; any other value fails the script.
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+
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## Attribution
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Per-document attribution (author · year · title · publisher) was re-fetched 1:1 from
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bibliotekanauki.pl (43,576 / 43,576 ok) and is carried in the parquet `attribution` column,
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## Statistics
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| documents | characters | tokens (tiktoken proxy) |
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|---:|---:|---:|
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+
| 42,068 | 1,747,387,478 | 673,112,676 |
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## Filters applied (build_dynaword.py)
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Minimal, per Dynaword guidelines (heavy filtering left to downstream use):
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- drop non-Polish (diacritic ratio): **925**
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- exact cross-source dedup (sha1): **180**
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- OCR alpha-ratio < 0.70 (OCR source): **400**
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+
- licence not an established grant, CC Public Domain Mark (`src/clean_biblioteka_nauki.py`): **3**
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+
- read 43,576 → kept 42,068
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Token counts are a fast tiktoken (cl100k) proxy (~1% off Llama-3); the canonical
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Llama-3 count is computed at release.
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data/biblioteka_nauki/biblioteka_nauki.parquet
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b57b8eec198c9899198a73cea1af372df09b43783a49474a856ccbf83c97da4
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size 1075953966
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data/biblioteka_nauki/biblioteka_nauki.stats.json
CHANGED
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@@ -1,12 +1,18 @@
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{
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"read": 43576,
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-
"kept":
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"drop_short": 0,
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"drop_lang": 925,
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"drop_dup": 180,
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"drop_ocr": 400,
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-
"chars":
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-
"tokens":
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"secs": 484.1,
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-
"license": "CC-BY-4.0 / CC-BY-SA-4.0"
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}
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{
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"read": 43576,
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+
"kept": 42068,
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"drop_short": 0,
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"drop_lang": 925,
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"drop_dup": 180,
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"drop_ocr": 400,
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+
"chars": 1747387478,
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"tokens": 673112676,
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"secs": 484.1,
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"license": "CC-BY-4.0 / CC-BY-SA-4.0",
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"drop_rights": 3,
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"licenses": {
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"cc-by": 28335,
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"cc-by-sa": 13733
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},
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"input_sha256": "cc93cdd5ca3e6576a1da0aa294df1308e879b8516ac30911289e430c69a07b26"
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}
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data/biblioteka_nauki/recover_attribution.py
CHANGED
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@@ -1,5 +1,5 @@
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#!/usr/bin/env python3
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-
"""Targeted attribution pass for the CLEAN (CC-BY/CC-BY-SA/
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The first recovery pass stored the license correctly but parsed the wrong attribution fields.
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CC-BY/CC-BY-SA legally REQUIRE attribution, so re-fetch just the ~43.6k clean ids and extract:
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authors = contributors[role=AUTHOR] firstName+lastName ; year = dates[PUBLISHED].date.year ;
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@@ -16,7 +16,10 @@ HERE = os.path.dirname(os.path.abspath(__file__))
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LIC = os.path.join(HERE, "licenses.jsonl")
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OUT = os.path.join(HERE, "attribution.jsonl")
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PROG = os.path.join(HERE, "attribution_progress.txt")
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-
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WORKERS = 8
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UA = ("Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 "
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"(KHTML, like Gecko) Chrome/124 Safari/537.36")
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#!/usr/bin/env python3
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"""Targeted attribution pass for the CLEAN (CC-BY/CC-BY-SA/CC0) Biblioteka Nauki ids ONLY.
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The first recovery pass stored the license correctly but parsed the wrong attribution fields.
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CC-BY/CC-BY-SA legally REQUIRE attribution, so re-fetch just the ~43.6k clean ids and extract:
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authors = contributors[role=AUTHOR] firstName+lastName ; year = dates[PUBLISHED].date.year ;
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LIC = os.path.join(HERE, "licenses.jsonl")
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OUT = os.path.join(HERE, "attribution.jsonl")
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PROG = os.path.join(HERE, "attribution_progress.txt")
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+
# The v0.2.4 run also kept "public-domain": the CC Public Domain Mark, a label rather than a grant
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# (polish-dynaword-v2#52). src/clean_biblioteka_nauki.py drops it from the shipped Parquet; its KEEP
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# set must equal this one.
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CLEAN = {"cc-by", "cc-by-sa", "cc0"}
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WORKERS = 8
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UA = ("Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 "
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"(KHTML, like Gecko) Chrome/124 Safari/537.36")
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src/clean_biblioteka_nauki.py
ADDED
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#!/usr/bin/env python3
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"""Drop Biblioteka Nauki rows whose licence is not an established grant.
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| 3 |
+
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| 4 |
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Kept: `cc-by`, `cc-by-sa` and `cc0` (none in v0.2.5), the per-item Creative Commons licence read from
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bibliotekanauki.pl/api/{type}/{id} (`license.iconId`) by data/biblioteka_nauki/recover_licenses.py.
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Dropped: `public-domain`. The platform shows it for items tagged with the CC Public Domain Mark 1.0
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(API licence id 22, https://creativecommons.org/publicdomain/mark/1.0/). The Mark is a label, not
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| 8 |
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a waiver or a licence, and the 3 tagged items are original works first published 2019-2022, so
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| 9 |
+
the Polish life+70 term cannot have run out (polish-dynaword-v2#52,
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| 10 |
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artifacts/rights_audit_2026-10/reports/academic.md). Any other licence value fails the run.
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| 11 |
+
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| 12 |
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The v0.2.4 assembly script (build_parquet.py) was never committed, so this filters the shipped
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| 13 |
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v0.2.5 Parquet, pinned by SHA-256, and updates the stats file in place. Rerun:
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| 14 |
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git checkout v0.2.5 -- data/biblioteka_nauki/biblioteka_nauki.parquet
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| 15 |
+
python3 src/clean_biblioteka_nauki.py
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| 16 |
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"""
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| 17 |
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from __future__ import annotations
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| 18 |
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| 19 |
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import argparse
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| 20 |
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import hashlib
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| 21 |
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import json
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| 22 |
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import os
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| 23 |
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from collections import Counter
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| 24 |
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from pathlib import Path
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| 25 |
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| 26 |
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import pyarrow as pa
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| 27 |
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import pyarrow.compute as pc
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| 28 |
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import pyarrow.parquet as pq
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| 29 |
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| 30 |
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SOURCE = "biblioteka_nauki"
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| 31 |
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DATA = Path(__file__).resolve().parents[1] / "data" / SOURCE
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| 32 |
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INPUT_SHA256 = "cc93cdd5ca3e6576a1da0aa294df1308e879b8516ac30911289e430c69a07b26" # v0.2.5
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| 33 |
+
KEEP = {"cc-by", "cc-by-sa", "cc0"} # = CLEAN in data/biblioteka_nauki/recover_attribution.py
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| 34 |
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DROP = {"public-domain"} # CC Public Domain Mark: a label, not a grant (see docstring)
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| 35 |
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| 36 |
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| 37 |
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def filter_table(table: pa.Table) -> pa.Table:
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| 38 |
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"""Rows whose `license` is in KEEP. Fails on any value in neither KEEP nor DROP."""
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| 39 |
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if unknown := set(table.column("license").unique().to_pylist()) - KEEP - DROP:
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| 40 |
+
raise SystemExit(f"unexpected license values: {sorted(unknown, key=str)}")
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| 41 |
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return table.filter(pc.is_in(table.column("license"), pa.array(sorted(KEEP))))
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| 42 |
+
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| 43 |
+
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| 44 |
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def build(input_path: Path, out_dir: Path) -> dict:
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| 45 |
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with input_path.open("rb") as stream:
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| 46 |
+
if hashlib.file_digest(stream, "sha256").hexdigest() != INPUT_SHA256:
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| 47 |
+
raise SystemExit(f"{input_path} is not the v0.2.5 Parquet; restore it with "
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| 48 |
+
f"`git checkout v0.2.5 -- data/{SOURCE}/{SOURCE}.parquet`")
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| 49 |
+
table = pq.read_table(input_path)
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| 50 |
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kept = filter_table(table)
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| 51 |
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dropped = sorted(set(table.column("id").to_pylist()) - set(kept.column("id").to_pylist()))
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| 52 |
+
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| 53 |
+
stats_path = out_dir / f"{SOURCE}.stats.json"
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| 54 |
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stats = json.loads(stats_path.read_text(encoding="utf-8")) # keeps build_dynaword's read/drop_* counts
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stats.update(
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kept=kept.num_rows,
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drop_rights=table.num_rows - kept.num_rows,
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| 58 |
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chars=pc.sum(pc.utf8_length(kept.column("text"))).as_py(),
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| 59 |
+
tokens=pc.sum(kept.column("token_count")).as_py(),
|
| 60 |
+
licenses=dict(sorted(Counter(kept.column("license").to_pylist()).items())),
|
| 61 |
+
input_sha256=INPUT_SHA256,
|
| 62 |
+
)
|
| 63 |
+
parquet_tmp = out_dir / f"{SOURCE}.parquet.tmp"
|
| 64 |
+
stats_tmp = out_dir / f"{SOURCE}.stats.json.tmp"
|
| 65 |
+
pq.write_table(kept, parquet_tmp)
|
| 66 |
+
stats_tmp.write_text(json.dumps(stats, indent=2, ensure_ascii=False) + "\n", encoding="utf-8")
|
| 67 |
+
os.replace(parquet_tmp, out_dir / f"{SOURCE}.parquet")
|
| 68 |
+
os.replace(stats_tmp, stats_path)
|
| 69 |
+
return {**stats, "dropped_ids": dropped}
|
| 70 |
+
|
| 71 |
+
|
| 72 |
+
def main() -> None:
|
| 73 |
+
parser = argparse.ArgumentParser(description=__doc__.split("\n")[0])
|
| 74 |
+
parser.add_argument("--input", type=Path, default=DATA / f"{SOURCE}.parquet")
|
| 75 |
+
parser.add_argument("--out", type=Path, default=DATA)
|
| 76 |
+
args = parser.parse_args()
|
| 77 |
+
print(json.dumps(build(args.input, args.out), indent=2, ensure_ascii=False))
|
| 78 |
+
|
| 79 |
+
|
| 80 |
+
if __name__ == "__main__":
|
| 81 |
+
main()
|
src/test_biblioteka_nauki_contract.py
ADDED
|
@@ -0,0 +1,69 @@
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|
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|
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|
|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""Contract checks for biblioteka_nauki after the public-domain drop (src/clean_biblioteka_nauki.py)."""
|
| 2 |
+
|
| 3 |
+
import importlib.util
|
| 4 |
+
import json
|
| 5 |
+
import sys
|
| 6 |
+
from collections import Counter
|
| 7 |
+
from pathlib import Path
|
| 8 |
+
|
| 9 |
+
import pyarrow as pa
|
| 10 |
+
import pyarrow.compute as pc
|
| 11 |
+
import pyarrow.parquet as pq
|
| 12 |
+
import pytest
|
| 13 |
+
|
| 14 |
+
sys.path.insert(0, str(Path(__file__).resolve().parent))
|
| 15 |
+
|
| 16 |
+
from clean_biblioteka_nauki import DATA, KEEP, filter_table
|
| 17 |
+
|
| 18 |
+
PUBLIC_DOMAIN_MARK_IDS = {
|
| 19 |
+
"biblioteka_nauki_books_2142716",
|
| 20 |
+
"biblioteka_nauki_books_2147851",
|
| 21 |
+
"biblioteka_nauki_articles_2097363",
|
| 22 |
+
}
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
def test_shard_has_no_public_domain_rows_and_matches_stats():
|
| 26 |
+
stats = json.loads((DATA / "biblioteka_nauki.stats.json").read_text(encoding="utf-8"))
|
| 27 |
+
path = DATA / "biblioteka_nauki.parquet"
|
| 28 |
+
assert pq.read_schema(path).names == [
|
| 29 |
+
"id", "text", "source", "added", "created", "token_count", "license", "attribution"]
|
| 30 |
+
table = pq.read_table(path, columns=["id", "source", "token_count", "license", "attribution"])
|
| 31 |
+
ids = table.column("id").to_pylist()
|
| 32 |
+
licenses = Counter(table.column("license").to_pylist())
|
| 33 |
+
|
| 34 |
+
assert table.num_rows == stats["kept"] == 42_068
|
| 35 |
+
assert len(set(ids)) == len(ids)
|
| 36 |
+
assert not PUBLIC_DOMAIN_MARK_IDS & set(ids)
|
| 37 |
+
assert "public-domain" not in licenses
|
| 38 |
+
assert licenses == stats["licenses"] == {"cc-by": 28_335, "cc-by-sa": 13_733}
|
| 39 |
+
assert set(table.column("source").to_pylist()) == {"biblioteka_nauki"}
|
| 40 |
+
assert pc.sum(table.column("token_count")).as_py() == stats["tokens"]
|
| 41 |
+
assert pc.min(table.column("token_count")).as_py() > 0
|
| 42 |
+
assert all(a and a.strip() for a in table.column("attribution").to_pylist())
|
| 43 |
+
drops = ("drop_short", "drop_lang", "drop_dup", "drop_ocr", "drop_rights")
|
| 44 |
+
assert stats["read"] - sum(stats[k] for k in drops) == stats["kept"]
|
| 45 |
+
assert stats["drop_rights"] == 3
|
| 46 |
+
|
| 47 |
+
|
| 48 |
+
def test_datasheet_counts_match_stats():
|
| 49 |
+
stats = json.loads((DATA / "biblioteka_nauki.stats.json").read_text(encoding="utf-8"))
|
| 50 |
+
card = (DATA / "biblioteka_nauki.md").read_text(encoding="utf-8")
|
| 51 |
+
assert f"| {stats['kept']:,} | {stats['chars']:,} | {stats['tokens']:,} |" in card
|
| 52 |
+
for license, docs in stats["licenses"].items():
|
| 53 |
+
assert f"{docs:,}" in card, license
|
| 54 |
+
assert "| Public Domain |" not in card
|
| 55 |
+
|
| 56 |
+
|
| 57 |
+
def test_filter_drops_public_domain_and_fails_closed():
|
| 58 |
+
table = pa.table({"id": ["a", "b", "c", "d"], "license": ["cc-by", "public-domain", "cc-by-sa", "cc0"]})
|
| 59 |
+
assert filter_table(table).column("id").to_pylist() == ["a", "c", "d"]
|
| 60 |
+
for bad in ("cc-by-nc", "cc-by-nd", "all-rights-reserved", None):
|
| 61 |
+
with pytest.raises(SystemExit):
|
| 62 |
+
filter_table(pa.table({"license": ["cc-by", bad]}))
|
| 63 |
+
|
| 64 |
+
|
| 65 |
+
def test_upstream_gate_matches_filter():
|
| 66 |
+
spec = importlib.util.spec_from_file_location("recover_attribution", DATA / "recover_attribution.py")
|
| 67 |
+
module = importlib.util.module_from_spec(spec)
|
| 68 |
+
spec.loader.exec_module(module)
|
| 69 |
+
assert module.CLEAN == KEEP
|