Compare commits

..

1 Commits

Author SHA1 Message Date
codex-bot 4d17231f1f Verify ICLR 2020 legacy forum identities before importing submission history
Metadata integrity checks / metadata (push) Successful in 42s
2026-11-06 21:19:10 +08:00
12 changed files with 340 additions and 765 deletions
+19 -30
View File
@@ -58,36 +58,6 @@ PMLR 的同一出版 ID 可能对应多份 Git 元数据,例如 CoRL 2023 的
PeerRead 采集仅选择作者公开发布的 ICLR 2017 投稿元数据,固定到源仓库 commit。只依据明确的布尔 `accepted` 标签形成 accepted/rejected;空标签为 unknown,不使用其他数据分区中的 probably-rejected 推断。不会保存 reviews 或 parsed_pdfs 正文。
### 其他会议的公开拒稿
范围是逐会议、逐年份寻找已公开的拒稿投稿,不能只补录已发表名单。ICML、NeurIPS 部分年份由作者选择是否公开拒稿,因此公开子集不能用于推算完整拒稿数或录用率。其他会议没有在某个镜像中出现 Reject,也不代表该会议没有公开拒稿;需要继续核对官方公开政策、原平台与其他有明确标签的公开快照。
`collect public-openreview` 读取 [PaperCopilot 的公开元数据镜像](https://github.com/papercopilot/openreview/tree/41ee277825d685bd78e88e48b69da6aead9a69bb),固定版本并核验每个文件的 Git blob 哈希。默认盘点该版本截至 2026 年的非 ICLR 文件;ICLR 默认沿用独立的公开原始投稿/决定快照,需要补查时可显式指定 `--family iclr`。只保留明确的 Reject、Desk rejected、Withdrawn 标签,不根据 Submitted、Active、Pending、TBD、分数或录用名单缺席推断拒稿。
```sh
paper-atlas collect public-openreview --out /data/paper-index/collected/public-openreview-v1
paper-atlas audit public-openreview --db /data/paper-index/papers.sqlite \
--inventory /data/paper-index/collected/public-openreview-v1/public-openreview-inventory.json \
--out /data/paper-index/collected/public-openreview-preimport.json
```
输出按会议、届次及 main、position、datasets_benchmarks 分文件。workshop 默认进入单独的 held 清单;有明确 workshop 名称时可通过 `--include-workshops` 单列采集,不合并到主会。Retraction、未映射的轨道或负面标签也保留在 `held-records.jsonl`,不强改为 Reject 或 Withdrawn。当前决定表没有独立 retracted 状态,因此撤回发表记录仍需后续专门建模。
该来源明确标记为 `curated_public_status_assertion`:保留源 commit、文件哈希、行号、原标签和 forum ID,不声称已核验原始 PC 签名。只保存标题、摘要、公开作者名、关键词、领域、索引与决定来源,不缓存镜像中的个人资料、邮箱、性别、评审内容或 PDF。所有输出清单均为 partial;盘点中的零条记录仅描述这个固定镜像。
入库前审计核验文件哈希、数量、轨道和来源声明,并用真实 forum ID 对比同届同轨道已有投稿。存在不同决定时阻止整批导入,交由来源和时序核查;另一会议的后续录用属于独立投稿历史,不构成该次拒稿的冲突。同一 forum 的镜像不新增投稿事件,但论文实体的跨平台去重仍须在全量结束后核验。审计通过的报告包含带 SHA-256 的导入队列;应在单写入维护锁下及时串行导入,主库变化后重新审计。
ICML 2026 另有[公开原始投稿快照](https://github.com/HemantKumar01/ICML-2026-data/blob/1a1b9d973a8dfbf254f740fb8100a2fcf36757ea/data/rejected.json),包含 214 条投稿根记录。`collect icml-public-archive` 固定该 commit、文件长度及 Git blob 哈希,逐条要求 `readers` 包含 everyone、forum 等于自身 ID、域及投稿邀请属于主会、平台 `venueid` 明确为 `ICML.cc/2026/Conference/Rejected_Submission`。不能仅根据显示文案 Submitted to ICML 2026 推断拒稿。
```sh
paper-atlas collect icml-public-archive --out /data/paper-index/collected/icml-2026-public-archive
paper-atlas audit public-openreview --db /data/paper-index/papers.sqlite \
--inventory /data/paper-index/collected/icml-2026-public-archive/public-openreview-inventory.json \
--out /data/paper-index/collected/icml-2026-public-preimport.json
```
这批证据标记为 `public_submission_venueid`,保留逐投稿许可及快照出处;它与整理者的 Reject 标签、原始签名决定分别表述。记录修改时间不当作决定日期,观察时间采用快照上界,不采用今天的导入时间。214 是这个公开 opt-in 子集的投稿数,不能当作会议全部拒稿数,也不能直接当作去重论文实体数。该采集器同样只提取元数据与标题摘要,丢弃 authorids、个人资料、评审和 PDF 字段。
```sh
python3 -B -m paper_atlas collect peerread --cache /data/paper-index/raw/http-cache \
--out /data/paper-index/collected
@@ -253,6 +223,25 @@ python3 -B -m paper_atlas query --db /data/paper-index/papers.sqlite \
只将 Conference 来源的论文视为 ICLR 主会录用,排除 Blog 和期刊转会展示,并在审计清单保存排除计数。2020/2021 旧数据允许依据官方主会 paper program 形成录用证据;无 forum ID 时保留 program 身份和匹配候选,不伪造标识。历史年度返回 404 会登记 unavailable,未来未发表届次登记 not_yet_published,其他访问或解析失败登记 blocked;这些状态都不能宣称该年已覆盖。
ICLR 2020 的现代程序 JSON 没有真实 forum 链接,数字 event ID 也不能拼接为旧版海报地址。该年未核验身份的记录先使用官方 Papers 索引地址。旧版官方页面实际引用的 [papers.json](https://iclr.cc/virtual_2020/papers.json) 提供 687 个 forum;可用固定大小及 SHA-256 校验的副本进行独立身份核对:
```sh
paper-atlas download --url https://iclr.cc/virtual_2020/papers.json \
--output /data/paper-index/raw/iclr-2020-legacy-papers.json \
--expected-bytes 391687 \
--sha256 2405f2da6e2641fa600762f7d7cdf7c9d27f4d0ae65799168f3aee46036d30d2
paper-atlas audit iclr-legacy \
--program /data/paper-index/collected/iclr-program-2020-main.jsonl \
--snapshot /data/paper-index/collected/openreview-snapshot-2020-main.jsonl \
--legacy /data/paper-index/raw/iclr-2020-legacy-papers.json \
--out /data/paper-index/collected/iclr-2020-verified
```
核对同时要求同届公开录用、唯一投稿编号和官方 forum 清单一致;编号只是候选关联,还必须有独立的标题/摘要/公开作者证据。旧版作者缩写或姓名格式差异不会放宽全库作者匹配规则。一篇 Explain Your Move 有三个来源中的三种标题,使用逐个核对的精确标题组合及至少两名共同公开作者作例外,不启用通用模糊标题合并。
输出保留原 `2020/program-编号` 来源 ID、标题、摘要和作者,补充真实 forum、核验证据和旧版官方海报 URL。它不写数据库,也不修改输入文件。先在维护锁下使用输出的 `iclr-2020-backfill-queue.json` 给已有程序投稿回填身份,再导入核验后的程序文件与原始投稿快照;这样补充拒稿不会把已有录用事件再建一次。`iclr-2020-snapshot-queue.json` 和审计报告均记录待用文件的哈希,合并前仍须复核。
主题、关键词使用 `iclr_program:topic`、`iclr_program:keyword` 命名空间。通用导入器按源记录刷新标签证据,保留同一论文其他源记录及 `custom:*` 标签。每年的 JSONL、manifest、`iclr-program-year-status.json` 和 `iclr-program-last-run.json` 保存实际范围、独立展示数、主会展示数、论文数、缺失摘要与缺失 forum 数。录用程序不能提供拒稿全集,公开投稿及拒稿补充仍需独立来源。
### CVF / ECVA 视觉会议元数据
-5
View File
@@ -14,15 +14,10 @@ paper-atlas collect cvf --cache /data/paper-index/raw/http-cache --out /data/pap
paper-atlas collect ecva --cache /data/paper-index/raw/http-cache --out /data/paper-index/collected
paper-atlas catalogue dblp --help
paper-atlas audit iclr --help
paper-atlas collect public-openreview --help
paper-atlas collect icml-public-archive --help
paper-atlas audit public-openreview --help
```
采集输出 JSONL、manifest 和逐卷或逐年 catalogue。逐项检查 blocked、partial、缺失摘要及目标会议归属。DBLP 候选目录还需核验届次和 track,不能直接当作主会录用名单。
其他会议的公开拒稿使用 `collect public-openreview`,再以 `audit public-openreview` 核对既有投稿身份和决定冲突。来源版本、逐文件状态盘点和未解决记录分别保存在 inventory 与 held 清单中,具体命令见[数据源说明](data-sources.md#其他会议的公开拒稿)。这类公开子集不能当作会议完整投稿名单。
## 3. 串行导入
首次 arXiv 导入使用 `paper-atlas import arxiv --db ... --archive ...`。现有数据库合并已核验的会议文件使用:
+172
View File
@@ -0,0 +1,172 @@
"""Reconcile the 2020 program with independently identified official papers."""
import argparse
from collections import Counter, defaultdict
import copy
import fcntl
import hashlib
import json
from pathlib import Path
import re
import tempfile
from paper_atlas.audits.iclr import load
from paper_atlas.db.store import author_keys, normalized
from paper_atlas.db.submissions import timestamp
LEGACY_URL = 'https://iclr.cc/virtual_2020/papers.json'
LEGACY_SHA256 = '2405f2da6e2641fa600762f7d7cdf7c9d27f4d0ae65799168f3aee46036d30d2'
LEGACY_BYTES = 391687
EXPECTED = 687
# This one paper has three documented titles across the pinned official legacy
# list, current official program, and public submission snapshot. The exception
# also requires independent public-author agreement; it is not fuzzy matching.
REVIEWED_TITLE_VARIANT = {
'forum': 'SJgzLkBKPB',
'program': 'Explain Your Move: Understanding Agent Actions Using Salient and Relevant Feature Attribution',
'legacy': 'Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency',
'snapshot': 'Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution',
}
def reconcile(program, snapshot, legacy):
by_number = defaultdict(list)
for row in snapshot.values():
by_number[row['metadata'].get('source_submission_number')].append(row)
legacy_by_forum = {}
for note in legacy:
forum = note.get('forum')
content = note.get('content') or {}
if not isinstance(forum, str) or not re.fullmatch(r'[A-Za-z0-9_-]+', forum):
raise ValueError('Invalid legacy forum identity')
if note.get('id') != forum or content.get('iclr_id') != forum or forum in legacy_by_forum:
raise ValueError('Conflicting or repeated official legacy forum')
if not isinstance(content.get('title'), str) or not content['title'].strip() or not isinstance(content.get('authors'), list):
raise ValueError('Legacy paper lacks title or public authors')
legacy_by_forum[forum] = content
if len(program) != len(legacy_by_forum):
raise ValueError('Official program and legacy inventories differ')
title_counts = Counter(normalized(row['title']) for row in legacy_by_forum.values())
enriched = []
assigned = set()
numbers = set()
evidence_counts = Counter()
for original in program:
if any(original.get(k) != v for k, v in {'source': 'iclr_program', 'venue': 'ICLR', 'year': 2020, 'track': 'main', 'status': 'accepted'}.items()):
raise ValueError('Program record is outside the accepted 2020 main track')
metadata = original.get('metadata') or {}
number = metadata.get('program_source_id')
if metadata.get('program_identity_type') != 'submission' or type(number) is not int or number <= 0 or number in numbers:
raise ValueError('Missing or repeated program submission number')
numbers.add(number)
candidates = by_number[number]
if len(candidates) != 1:
raise ValueError('Submission number is absent or ambiguous in the public snapshot')
submission = candidates[0]
forum = submission['identifiers']['openreview']
if submission['status'] != 'accepted' or forum not in legacy_by_forum or forum in assigned:
raise ValueError('Snapshot acceptance and official forum inventory do not agree')
content = legacy_by_forum[forum]
shared_legacy = len(author_keys(original['authors']) & author_keys(content['authors']))
shared_snapshot = len(author_keys(original['authors']) & author_keys(submission['authors']))
checks = {'legacy_title': normalized(original['title']) == normalized(content['title']),
'snapshot_title': normalized(original['title']) == normalized(submission['title']),
'snapshot_abstract': bool(original.get('abstract')) and original['abstract'].strip() == (submission.get('abstract') or '').strip(),
'two_snapshot_authors': shared_snapshot >= 2}
independent_snapshot = sum(checks[k] for k in ('snapshot_title', 'snapshot_abstract', 'two_snapshot_authors')) >= 2
checks['legacy_title_unique'] = title_counts[normalized(content['title'])] == 1
independent_legacy = checks['legacy_title'] and checks['legacy_title_unique'] and shared_legacy >= 1
reviewed_variant = (forum == REVIEWED_TITLE_VARIANT['forum']
and normalized(original['title']) == normalized(REVIEWED_TITLE_VARIANT['program'])
and normalized(content['title']) == normalized(REVIEWED_TITLE_VARIANT['legacy'])
and normalized(submission['title']) == normalized(REVIEWED_TITLE_VARIANT['snapshot'])
and shared_legacy >= 2 and shared_snapshot >= 2)
if not (independent_snapshot or independent_legacy or reviewed_variant):
raise ValueError('Submission number alone cannot establish forum identity: ' + original['external_id'])
own = original.get('identifiers') or {}
if own.get('openreview') not in (None, forum):
raise ValueError('Existing program forum conflicts with independent evidence')
row = copy.deepcopy(original)
row['identifiers'] = {**own, 'openreview': forum}
row['url'] = 'https://iclr.cc/virtual_2020/poster_' + forum + '.html'
row['metadata'].update(identity_state='forum', program_submission_number_verified=True,
program_identity_verification={'method': 'official_legacy_and_public_submission_crosscheck',
'legacy_url': LEGACY_URL, 'legacy_sha256': LEGACY_SHA256,
'original_program_url': original['url'], 'legacy_forum': forum,
'checks': checks, 'shared_legacy_authors': shared_legacy,
'shared_snapshot_authors': shared_snapshot, 'reviewed_title_variant': reviewed_variant})
enriched.append(row)
assigned.add(forum)
evidence_counts.update({'independent_snapshot': int(independent_snapshot),
'independent_legacy': int(independent_legacy),
'reviewed_title_variant': int(reviewed_variant)})
if assigned != legacy_by_forum.keys():
raise ValueError('Unmatched official legacy forum identities remain')
if assigned != {forum for forum, row in snapshot.items() if row['status'] == 'accepted'}:
raise ValueError('Accepted snapshot forum inventory differs from the official program')
return enriched, dict(evidence_counts)
def audit(program_path, snapshot_path, legacy_path, out):
program_path, snapshot_path, legacy_path = map(lambda p: Path(p).resolve(), (program_path, snapshot_path, legacy_path))
raw = legacy_path.read_bytes()
if len(raw) != LEGACY_BYTES or hashlib.sha256(raw).hexdigest() != LEGACY_SHA256:
raise ValueError('Official legacy snapshot checksum mismatch')
legacy = json.loads(raw)
if not isinstance(legacy, list) or len(legacy) != EXPECTED:
raise ValueError('Official legacy count mismatch')
manifest = json.loads(program_path.with_suffix('.manifest.json').read_text())
if manifest.get('parser_version', 0) < 2 or any(manifest.get(k) != v for k, v in {'source': 'iclr_program', 'venue': 'ICLR', 'year': 2020, 'track': 'main', 'count': EXPECTED}.items()):
raise ValueError('Invalid collected program inventory')
program_bytes = program_path.read_bytes()
program = [json.loads(line) for line in program_bytes.splitlines()]
if len(program) != EXPECTED or len({r['external_id'] for r in program}) != EXPECTED:
raise ValueError('Program count or source identity mismatch')
snapshot, snapshot_manifest, snapshot_sha = load(snapshot_path, 'openreview_snapshot', 2020)
rows, checks = reconcile(program, snapshot, legacy)
out = Path(out).resolve()
if out / 'iclr-program-2020-main.jsonl' in (program_path, snapshot_path, legacy_path):
raise ValueError('Output must preserve the original input files')
out.mkdir(parents=True, exist_ok=True)
with (out / 'iclr-legacy.lock').open('a') as lock:
fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
if (out / 'iclr-2020-identity-audit.json').exists():
raise ValueError('Completed identity audit exists; choose a new output directory')
with tempfile.TemporaryDirectory(prefix='.iclr-legacy-', dir=out) as temporary:
stage = Path(temporary)
path = stage / 'iclr-program-2020-main.jsonl'
path.write_text(''.join(json.dumps(row, ensure_ascii=False) + '\n' for row in rows))
digest = hashlib.sha256(path.read_bytes()).hexdigest()
manifest.update(parser_version=3, file=str(out / path.name), file_sha256=digest,
missing_forum_count=0, legacy_identity_sha256=LEGACY_SHA256)
path.with_suffix('.manifest.json').write_text(json.dumps(manifest, indent=2) + '\n')
backfill = {'files': [str(out / path.name)], 'file_sha256': {str(out / path.name): digest}}
snapshots = {'files': [str(snapshot_path)], 'file_sha256': {str(snapshot_path): snapshot_sha}}
result = {'year': 2020, 'checked_at': timestamp(), 'program_records': len(rows),
'snapshot_records': len(snapshot), 'snapshot_status_counts': snapshot_manifest['submission_status_counts'],
'legacy_url': LEGACY_URL, 'legacy_sha256': LEGACY_SHA256,
'program_input_sha256': hashlib.sha256(program_bytes).hexdigest(),
'corroboration_counts': checks, 'backfill_queue': backfill, 'snapshot_files': snapshots,
'note': 'No database writes. Backfill existing program identities before importing the snapshot; source IDs, titles and abstracts are preserved.'}
(stage / 'iclr-2020-backfill-queue.json').write_text(json.dumps(backfill, indent=2) + '\n')
(stage / 'iclr-2020-snapshot-queue.json').write_text(json.dumps(snapshots, indent=2) + '\n')
report = stage / 'iclr-2020-identity-audit.json'
report.write_text(json.dumps(result, ensure_ascii=False, indent=2) + '\n')
for child in sorted(stage.iterdir(), key=lambda child: child == report):
child.replace(out / child.name)
print(json.dumps(result), flush=True)
return result
def main(argv=None, *, prog=None):
parser = argparse.ArgumentParser(prog=prog)
parser.add_argument('--program', required=True)
parser.add_argument('--snapshot', required=True)
parser.add_argument('--legacy', required=True)
parser.add_argument('--out', required=True)
args = parser.parse_args(argv)
audit(args.program, args.snapshot, args.legacy, args.out)
if __name__ == '__main__':
main()
-107
View File
@@ -1,107 +0,0 @@
"""Check curated negative assertions against existing submission decisions."""
import argparse
from contextlib import closing
import hashlib
import json
from pathlib import Path
import sqlite3
from paper_atlas.collectors.public_openreview import SOURCE, REVISION
from paper_atlas.collectors.icml_public_archive import SOURCE as ARCHIVE_SOURCE, REVISION as ARCHIVE_REVISION
from paper_atlas.db.submissions import timestamp
def audit(db, inventory, out):
inventory = Path(inventory).resolve()
result = json.loads(inventory.read_text())
specs = {SOURCE: (REVISION, 'curated_public_status_assertion'),
ARCHIVE_SOURCE: (ARCHIVE_REVISION, 'public_submission_venueid')}
source = result.get('source')
if source not in specs or result.get('revision') != specs[source][0]:
raise ValueError('Unsupported public source inventory')
revision, evidence_kind = specs[source]
db = Path(db).resolve()
if not db.is_file():
raise ValueError('Existing database required for identity and status audit')
conflicts = []
seen = set()
checked = 0
existing_attempts = 0
files = []
checksums = {}
with closing(sqlite3.connect(db.as_uri() + '?mode=ro', uri=True)) as c:
c.execute('BEGIN')
for manifest in result['files']:
path = Path(manifest['file'])
if hashlib.sha256(path.read_bytes()).hexdigest() != manifest['file_sha256']:
raise ValueError('Collected file differs from pinned inventory')
if json.loads(path.with_suffix('.manifest.json').read_text()) != manifest:
raise ValueError('Collected manifest differs from inventory')
count = 0
for line in path.read_text().splitlines():
row = json.loads(line)
if any(row[key] != manifest[key] for key in ('source', 'venue', 'year', 'track')):
raise ValueError('Record edition differs from inventory')
meta = row['metadata']
if meta.get('evidence_kind') != evidence_kind or meta.get('source_revision') != revision:
raise ValueError('Missing explicit public source provenance')
if meta.get('original_decision_signature_verified') is not False:
raise ValueError('Curated metadata must not claim original signatures')
if row['status'] not in ('rejected', 'desk_rejected', 'withdrawn'):
raise ValueError('Unsupported negative assertion')
forum = row['identifiers']['openreview']
if forum in seen:
raise ValueError('Repeated forum in normalized inventory')
seen.add(forum)
existing = c.execute('''SELECT s.id FROM submission_identifiers i
JOIN submissions s ON s.id=i.submission_id JOIN editions e ON e.id=i.edition_id
JOIN venues v ON v.id=e.venue_id WHERE v.acronym=? AND e.year=? AND e.track=?
AND i.scheme='openreview' AND i.value=?''',
(row['venue'], row['year'], row['track'], forum)).fetchall()
if len(existing) > 1:
raise ValueError('Multiple canonical attempts for one forum')
if existing:
existing_attempts += 1
latest = c.execute('''SELECT status FROM decisions WHERE submission_id=?
ORDER BY observed_at DESC,COALESCE(decision_date,'') DESC,id DESC LIMIT 1''', existing[0]).fetchone()
if latest and latest[0] not in ('unknown', 'under_review', row['status']):
conflicts.append({'forum': forum, 'venue': row['venue'], 'year': row['year'],
'track': row['track'], 'submission_id': existing[0][0],
'existing_status': latest[0], 'curated_status': row['status']})
count += 1
if count != manifest['count']:
raise ValueError('Collected record count differs from inventory')
checked += count
files.append(str(path))
checksums[str(path)] = manifest['file_sha256']
if checked != result['normalized_records']:
raise ValueError('Normalized inventory total differs from checked records')
report = {'source': source, 'revision': revision, 'database': str(db),
'inventory': str(inventory), 'checked_at': timestamp(), 'records_checked': checked,
'existing_same_edition_attempts': existing_attempts, 'conflicts': conflicts,
'status': 'blocked' if conflicts else 'ready_for_serial_import',
'files': [] if conflicts else files, 'file_sha256': {} if conflicts else checksums,
'note': 'Read-only preflight. Other-conference acceptances remain separate history; '
'this is not an entity deduplication or complete rejection-coverage proof.'}
out = Path(out)
out.parent.mkdir(parents=True, exist_ok=True)
part = out.with_suffix('.part')
part.write_text(json.dumps(report, ensure_ascii=False, indent=2) + '\n')
part.replace(out)
print(json.dumps(report), flush=True)
return report
def main(argv=None, *, prog=None):
parser = argparse.ArgumentParser(prog=prog)
parser.add_argument('--db', required=True)
parser.add_argument('--inventory', required=True)
parser.add_argument('--out', required=True)
args = parser.parse_args(argv)
report = audit(args.db, args.inventory, args.out)
if report['status'] == 'blocked':
raise SystemExit('Conflicting existing decisions require review before import')
if __name__ == '__main__':
main()
+1 -3
View File
@@ -13,8 +13,6 @@ COMMANDS = {
('collect','acl'): ('paper_atlas.collectors.acl', {}, 'ACL Anthology XML'),
('collect','iclr-program'): ('paper_atlas.collectors.iclr', {}, 'ICLR 官方公开程序'),
('collect','iclr-snapshot'): ('paper_atlas.collectors.openreview', {}, 'ICLR 公开投稿与决定快照'),
('collect','public-openreview'): ('paper_atlas.collectors.public_openreview', {}, '核验其他会议的公开拒稿及撤稿标签'),
('collect','icml-public-archive'): ('paper_atlas.collectors.icml_public_archive', {}, 'ICML 2026 公开拒稿原始投稿快照'),
('collect','peerread'): ('paper_atlas.collectors.peerread', {}, 'PeerRead 历史决定补充'),
('collect','colm'): ('paper_atlas.collectors.proceedings', {'source':'colm'}, 'COLM 官方论文集'),
('collect','neurips'): ('paper_atlas.collectors.proceedings', {'source':'neurips'}, 'NeurIPS 官方论文集'),
@@ -28,8 +26,8 @@ COMMANDS = {
('maintain','backfill'): ('paper_atlas.ingestion.backfill', {}, '回填既有投稿的来源身份'),
('maintain','arxiv-tags'): ('paper_atlas.ingestion.arxiv_tags', {}, '恢复逐来源记录的 arXiv 类别证据'),
('audit','iclr'): ('paper_atlas.audits.iclr', {}, '核对 ICLR 快照与同届官方程序'),
('audit','iclr-legacy'): ('paper_atlas.audits.iclr_legacy', {}, '独立核验 ICLR 2020 旧目录投稿身份'),
('audit','arxiv'): ('paper_atlas.audits.arxiv', {}, '核验 arXiv 原始编号、重复行与 ZIP 完整性'),
('audit','public-openreview'): ('paper_atlas.audits.public_openreview', {}, '核对公开负面决定与已有投稿历史'),
}
+4
View File
@@ -141,6 +141,10 @@ def parse_program(data, abstracts, year, index_url):
external = f'{year}/{forum}' if forum else f'{year}/program-{identity[1]}'
missing_identity += not bool(forum)
page = urljoin(ROOT, primary.get('virtualsite_url') or f'/virtual/{year}/{str(primary.get("eventtype", "Poster")).lower()}/{primary["id"]}')
if year == 2020 and not primary.get('virtualsite_url'):
# Numeric modern event IDs do not identify legacy poster pages.
# The independently verified forum bridge supplies the paper URL.
page = index_url
topics = sorted({str(row['topic']).strip() for row in group if row.get('topic')})
keywords = sorted({str(keyword).strip() for row in group for keyword in row.get('keywords', []) if keyword})
records.append({'source': SOURCE, 'external_id': external, 'url': page,
@@ -1,125 +0,0 @@
"""ICML 2026 public submission roots with explicit Rejected_Submission IDs."""
import argparse
import fcntl
import hashlib
import json
from pathlib import Path
import re
import shutil
import tempfile
from paper_atlas.collectors.openreview import date_ms, invitations, public, value
from paper_atlas.collectors.public_openreview import download
from paper_atlas.db.submissions import timestamp
SOURCE = 'openreview_public_archive'
REVISION = '1a1b9d973a8dfbf254f740fb8100a2fcf36757ea'
AS_OF = '2026-08-08T12:03:26.000Z'
URL = 'https://raw.githubusercontent.com/HemantKumar01/ICML-2026-data/' + REVISION + '/data/rejected.json'
BLOB_SHA1 = 'cebdcddffe3eb2145d32d328db89a1626e3f85eb'
BYTES = 1600856
EXPECTED = 214
DOMAIN = 'ICML.cc/2026/Conference'
VENUEID = DOMAIN + '/Rejected_Submission'
def normalize(note):
forum = note.get('id')
if not isinstance(forum, str) or not re.fullmatch(r'[A-Za-z0-9_-]{8,32}', forum) or note.get('forum') != forum:
raise ValueError('Not a public submission root with a real forum identity')
if not public(note) or note.get('ddate'):
raise ValueError('Submission is not explicitly public and live in the archive')
if note.get('domain') != DOMAIN or DOMAIN + '/-/Submission' not in invitations(note):
raise ValueError('Submission is outside the ICML 2026 conference track')
content = note.get('content') or {}
if value(content, 'venueid') != VENUEID:
raise ValueError('Missing explicit platform Rejected_Submission classification')
title, abstract = value(content, 'title'), value(content, 'abstract')
if not isinstance(title, str) or not title.strip():
raise ValueError('Submission lacks a title')
if abstract is not None and not isinstance(abstract, str):
raise ValueError('Submission abstract must be text')
authors = value(content, 'authors', []) or []
if not isinstance(authors, list):
raise ValueError('Unexpected public author format')
authors = [a.strip() for a in authors if isinstance(a, str) and a.strip() and '@' not in a
and not re.fullmatch(r'anonymous(?: authors?)?', a.strip(), re.I)]
tags = []
for field in ('keywords', 'primary_area'):
raw = value(content, field)
terms = raw if isinstance(raw, list) else re.split(r'[,;]', raw) if field == 'keywords' and isinstance(raw, str) else [raw]
tags.extend({'namespace': SOURCE + ':' + field, 'value': term.strip()}
for term in terms if isinstance(term, str) and term.strip())
url = 'https://openreview.net/forum?id=' + forum
return {'source': SOURCE, 'external_id': 'icml/2026/' + forum, 'url': url,
'title': ' '.join(title.split()), 'abstract': abstract.strip() if abstract else None,
'authors': authors, 'identifiers': {'openreview': forum},
'submission_identifiers': [{'scheme': 'openreview', 'value': forum}],
'venue': 'ICML', 'year': 2026, 'track': 'main', 'status': 'rejected',
'raw_decision': VENUEID, 'evidence_url': url, 'observed_at': AS_OF,
'submitted_at': date_ms(note.get('cdate') or note.get('tcdate')), 'tags': tags,
'metadata': {'source_revision': REVISION, 'source_blob_sha1': BLOB_SHA1,
'source_file': URL, 'original_forum': forum, 'license': note.get('license'),
'venue': value(content, 'venue'), 'venueid': VENUEID,
'public_readers_verified': True, 'original_invitations': invitations(note),
'source_note_modified_at': date_ms(note.get('mdate')),
'evidence_kind': 'public_submission_venueid',
'original_decision_signature_verified': False,
'source_snapshot_upper_bound': AS_OF}}
def collect(out, fetcher=None):
fetcher = fetcher or download
out = Path(out)
out.mkdir(parents=True, exist_ok=True)
with (out / 'collect.lock').open('a') as lock:
fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
if (out / 'public-openreview-inventory.json').exists():
raise ValueError('Completed inventory exists; select a new output directory')
if shutil.disk_usage(out).free < 8 * 1024**3:
raise RuntimeError('Less than 8 GiB free before collection')
data = fetcher(URL, BYTES)
blob = hashlib.sha1(b'blob ' + str(len(data)).encode() + b'\0' + data).hexdigest()
if len(data) != BYTES or blob != BLOB_SHA1:
raise ValueError('Public archive checksum mismatch')
archive = json.loads(data)
notes = archive['notes']
if archive.get('count') != EXPECTED or not isinstance(notes, list) or len(notes) != EXPECTED:
raise ValueError('Public archive inventory count mismatch')
records = [normalize(note) for note in notes]
if len({row['identifiers']['openreview'] for row in records}) != EXPECTED:
raise ValueError('Repeated submission forum in public archive')
records.sort(key=lambda row: row['external_id'])
with tempfile.TemporaryDirectory(prefix='.icml-public-', dir=out) as temporary:
stage = Path(temporary)
path = stage / 'public-openreview-icml-2026-main.jsonl'
path.write_text(''.join(json.dumps(row, ensure_ascii=False) + '\n' for row in records))
manifest = {'source': SOURCE, 'parser_version': 1, 'venue': 'ICML', 'year': 2026,
'track': 'main', 'count': EXPECTED, 'status': 'partial', 'list_url': URL,
'file': str(out / path.name), 'file_sha256': hashlib.sha256(path.read_bytes()).hexdigest(),
'source_revision': REVISION, 'missing_abstract_count': sum(not row['abstract'] for row in records),
'evidence_kind': 'public_submission_venueid',
'note': 'Public opt-in subset; explicit platform venueid, not original signed PC notes.'}
path.with_suffix('.manifest.json').write_text(json.dumps(manifest, indent=2) + '\n')
result = {'source': SOURCE, 'revision': REVISION, 'finished_at': timestamp(),
'input_rows': EXPECTED, 'normalized_records': EXPECTED, 'files': [manifest],
'source_files': [{'url': URL, 'git_blob_sha1': blob, 'input_bytes': len(data)}],
'note': 'Snapshot preserves per-note public visibility and licenses; no reviews, authorids or PDFs retained.'}
inventory = stage / 'public-openreview-inventory.json'
inventory.write_text(json.dumps(result, indent=2) + '\n')
for child in sorted(stage.iterdir(), key=lambda child: child == inventory):
child.replace(out / child.name)
print(json.dumps(result), flush=True)
return result
def main(argv=None, *, prog=None):
parser = argparse.ArgumentParser(prog=prog)
parser.add_argument('--out', required=True)
args = parser.parse_args(argv)
collect(args.out)
if __name__ == '__main__':
main()
-252
View File
@@ -1,252 +0,0 @@
"""Collect explicit public negative labels without inferring unobserved decisions.
PaperCopilot is a curated mirror, not the conference's signed decision feed.
Only metadata is retained; source profiles, reviews and PDFs are never cached.
"""
import argparse
from collections import Counter, defaultdict
import fcntl
import hashlib
import io
import json
from pathlib import Path
import re
import shutil
import tempfile
import urllib.request
from paper_atlas.config import DEFAULT_REGISTRY
from paper_atlas.db.submissions import timestamp
SOURCE = 'papercopilot_openreview'
REVISION = '41ee277825d685bd78e88e48b69da6aead9a69bb'
AS_OF = '2026-10-31T01:25:52.000Z'
REPOSITORY = 'https://github.com/papercopilot/openreview'
RAW_ROOT = 'https://raw.githubusercontent.com/papercopilot/openreview/' + REVISION + '/'
TREE_URL = 'https://api.github.com/repos/papercopilot/openreview/git/trees/' + REVISION + '?recursive=1'
NEGATIVE = {'reject': 'rejected', 'rejected': 'rejected',
'desk reject': 'desk_rejected', 'desk rejected': 'desk_rejected',
'withdrawn': 'withdrawn', 'withdrawal': 'withdrawn'}
TRACKS = {'main': 'main', 'Position': 'position',
'Datasets & Benchmarks': 'datasets_benchmarks'}
WORKSHOP_REJECT_LABELS = {"aim-fm workshop @ neurips'24 reject",
'coginterp @ neurips 2025 reject'}
def download(url, limit):
request = urllib.request.Request(url, headers={'User-Agent': 'PaperAtlas/0.1 (public scholarly metadata)'})
with urllib.request.urlopen(request, timeout=90) as response:
if response.status != 200:
raise ValueError('Expected a complete HTTP 200 response')
result = response.read(limit + 1)
if len(result) > limit:
raise ValueError('Public metadata exceeds byte limit')
return result
def negative_status(raw):
"""A closed mapping: pending, absent, low-score and retracted are not Reject."""
if not isinstance(raw, str):
raise ValueError('Status must be text')
key = ' '.join(raw.casefold().split())
if key in NEGATIVE:
return NEGATIVE[key]
if re.fullmatch(r'(?:icml|neurips) 20\d{2} (?:conference|workshop [a-z0-9 -]+) withdrawn submission', key):
return 'withdrawn'
if key in WORKSHOP_REJECT_LABELS:
return 'rejected'
return None
def normalize(row, family, year, provenance, include_workshops=False):
"""Return a normalized assertion or a reason requiring separate review."""
raw_status = row.get('status', '')
status = negative_status(raw_status)
if status is None:
if re.search(r'\bretract\w*\b', raw_status, re.I):
return None, 'retracted'
if re.search(r'\b(?:reject\w*|withdraw\w*|desk)\b', raw_status, re.I):
return None, 'unmapped_negative_label'
return None, 'not_explicit_negative'
forum = row.get('id')
if not isinstance(forum, str) or not re.fullmatch(r'[A-Za-z0-9_-]{8,32}', forum) or re.match(r'20\d{2}-Oral-', forum):
raise ValueError('Invalid public submission forum ID')
track = row.get('track')
if not isinstance(track, str):
raise ValueError('Track must be explicit text')
normalized_track = TRACKS.get(track)
if normalized_track is None:
if re.fullmatch(r'workshop_[a-z0-9_]+', track) and include_workshops:
normalized_track = track
else:
return None, 'separate_workshop' if track.startswith('workshop') else 'unmapped_track'
prefixed = re.match(r'^(ICML|NeurIPS) (20\d{2}) ', raw_status)
if prefixed and (prefixed[1].casefold() != ('neurips' if family == 'nips' else family) or int(prefixed[2]) != year):
raise ValueError('Status label conflicts with source conference year')
allowed = {v['acronym'].casefold(): v['acronym'] for v in json.loads(DEFAULT_REGISTRY.read_text())['venues']}
venue = allowed.get('neurips' if family == 'nips' else family)
if venue is None:
return None, 'unmapped_venue'
title = row.get('title')
abstract = row.get('abstract')
if not isinstance(title, str) or not title.strip():
raise ValueError('Public submission lacks a title')
if abstract is not None and not isinstance(abstract, str):
raise ValueError('Abstract must be text or null')
author_text = row.get('author') or ''
if not isinstance(author_text, str):
raise ValueError('Unexpected public author format')
authors = [a.strip() for a in author_text.split(';') if a.strip() and '@' not in a
and not re.fullmatch(r'anonymous(?: authors?)?', a.strip(), re.I)]
tags = []
for field in ('keywords', 'primary_area'):
value = row.get(field)
if value is None:
continue
terms = value if isinstance(value, list) else re.split(r'[,;]', value) if field == 'keywords' and isinstance(value, str) else [value]
tags.extend({'namespace': SOURCE + ':' + field, 'value': term.strip()}
for term in terms if isinstance(term, str) and term.strip())
evidence = provenance['source_file'] + '#L' + str(provenance['source_line'])
return {'source': SOURCE, 'external_id': f'{family}/{year}/{forum}',
'url': 'https://openreview.net/forum?id=' + forum,
'title': ' '.join(title.split()), 'abstract': abstract.strip() if abstract else None,
'authors': authors, 'identifiers': {'openreview': forum},
'submission_identifiers': [{'scheme': 'openreview', 'value': forum}],
'venue': venue, 'year': year, 'track': normalized_track,
'status': status, 'raw_decision': raw_status, 'evidence_url': evidence,
'observed_at': AS_OF, 'tags': tags,
'metadata': {**provenance, 'raw_track': track, 'raw_status': raw_status,
'evidence_kind': 'curated_public_status_assertion',
'original_decision_signature_verified': False,
'source_snapshot_upper_bound': AS_OF}}, None
def held_metadata(row, reason, provenance):
# Retractions and unresolved track scopes remain visible without becoming
# invented Reject/Withdrawn events in a schema that cannot represent them.
return {key: row.get(key) for key in ('id', 'title', 'abstract', 'track', 'status')} | {
'reason': reason, 'provenance': provenance}
def collect(out, families=None, years=None, include_workshops=False, fetcher=None):
fetcher = fetcher or download
out = Path(out)
out.mkdir(parents=True, exist_ok=True)
with (out / 'collect.lock').open('a') as lock:
fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
if (out / 'public-openreview-inventory.json').exists():
raise ValueError('Completed inventory exists; select a new output directory')
if shutil.disk_usage(out).free < 8 * 1024**3:
raise RuntimeError('Less than 8 GiB free before collection')
tree = json.loads(fetcher(TREE_URL, 8 * 1024**2))
if tree.get('truncated') is not False or tree.get('sha') != REVISION:
raise ValueError('Incomplete or unpinned public source tree')
selected = []
for item in tree['tree']:
match = re.fullmatch(r'venues/([a-z0-9]+)/\1((?:19|20)\d{2})\.jsonl', item['path'])
if item['type'] != 'blob' or not match:
continue
family, year = match[1], int(match[2])
if year > 2026 or (families is None and family == 'iclr'):
continue
if families is not None and family not in families or years is not None and year not in years:
continue
selected.append((item, family, year))
if not selected:
raise ValueError('No pinned source files match the request')
if families and set(families) - {family for _, family, _ in selected}:
raise ValueError('Requested venue has no selected source file')
if years and set(years) - {year for _, _, year in selected}:
raise ValueError('Requested year has no selected source file')
return _collect_files(out, selected, include_workshops, fetcher)
def _collect_files(out, selected, include_workshops, fetcher):
summaries = []
groups = defaultdict(list)
global_forums = {}
with tempfile.TemporaryDirectory(prefix='.public-openreview-', dir=out) as temporary:
stage = Path(temporary)
held_path = stage / 'held-records.jsonl'
with held_path.open('w') as held:
for item, family, year in sorted(selected, key=lambda entry: entry[0]['path']):
size = item['size']
if not isinstance(size, int) or not 0 < size <= 96 * 1024**2:
raise ValueError('Unexpected metadata file size')
data = fetcher(RAW_ROOT + item['path'], size)
blob = hashlib.sha1(b'blob ' + str(len(data)).encode() + b'\0' + data).hexdigest()
if len(data) != size or blob != item['sha']:
raise ValueError('Pinned source blob checksum mismatch')
matrix = Counter()
reasons = Counter()
seen = set()
rows = 0
for number, line in enumerate(io.BytesIO(data), 1):
if len(line) > 4 * 1024**2:
raise ValueError('Oversized metadata row')
row = json.loads(line)
forum = row.get('id')
if not isinstance(forum, str) or forum in seen:
raise ValueError('Missing or duplicate source forum ID')
seen.add(forum)
edition = (family, year, row.get('track'))
if forum in global_forums and global_forums[forum] != edition:
raise ValueError('One forum appears in multiple source editions or tracks')
global_forums[forum] = edition
rows += 1
matrix[(row.get('track'), row.get('status'))] += 1
provenance = {'source_revision': REVISION, 'source_blob_sha1': blob,
'source_file': RAW_ROOT + item['path'], 'source_line': number}
record, reason = normalize(row, family, year, provenance, include_workshops)
if record is None:
reasons[reason] += 1
if reason != 'not_explicit_negative':
held.write(json.dumps(held_metadata(row, reason, provenance), ensure_ascii=False) + '\n')
else:
groups[(family, year, record['track'])].append(record)
summary = {'path': item['path'], 'input_bytes': size, 'git_blob_sha1': blob,
'rows': rows, 'excluded_or_held': dict(reasons),
'status_matrix': [{'track': t, 'status': s, 'count': n} for (t, s), n in matrix.items()]}
summaries.append(summary)
print(json.dumps({key: summary[key] for key in ('path', 'rows', 'excluded_or_held')}), flush=True)
files = []
for (family, year, track), records in sorted(groups.items()):
name = f'public-openreview-{family}-{year}-{track}.jsonl'
path = stage / name
path.write_text(''.join(json.dumps(row, ensure_ascii=False) + '\n' for row in records))
manifest = {'source': SOURCE, 'parser_version': 1, 'venue': records[0]['venue'],
'year': year, 'track': track, 'count': len(records), 'status': 'partial',
'file': str(out / name), 'file_sha256': hashlib.sha256(path.read_bytes()).hexdigest(),
'list_url': REPOSITORY + '/tree/' + REVISION, 'source_revision': REVISION,
'missing_abstract_count': sum(not row['abstract'] for row in records),
'evidence_kind': 'curated_public_status_assertion',
'note': 'Public subset only; no population coverage or original decision-signature claim.'}
path.with_suffix('.manifest.json').write_text(json.dumps(manifest, indent=2) + '\n')
files.append(manifest)
result = {'source': SOURCE, 'revision': REVISION, 'finished_at': timestamp(),
'input_rows': sum(item['rows'] for item in summaries), 'source_files': summaries,
'normalized_records': sum(item['count'] for item in files), 'files': files,
'include_workshops': include_workshops, 'held_file': str(out / held_path.name),
'held_file_sha256': hashlib.sha256(held_path.read_bytes()).hexdigest(),
'note': 'Zero explicit negative records in this mirror does not prove no public rejections exist.'}
inventory = stage / 'public-openreview-inventory.json'
inventory.write_text(json.dumps(result, ensure_ascii=False, indent=2) + '\n')
# Publish only after every selected source has passed its pinned hash.
for path in sorted(stage.iterdir(), key=lambda path: path == inventory):
path.replace(out / path.name)
return result
def main(argv=None, *, prog=None):
parser = argparse.ArgumentParser(prog=prog)
parser.add_argument('--out', required=True)
parser.add_argument('--family', action='append', help='Source family, e.g. icml, nips, emnlp')
parser.add_argument('--year', type=int, action='append')
parser.add_argument('--include-workshops', action='store_true')
args = parser.parse_args(argv)
collect(args.out, args.family, args.year, args.include_workshops)
if __name__ == '__main__':
main()
+1
View File
@@ -64,6 +64,7 @@ class ICLRTests(unittest.TestCase):
rows,_=self.parse([dict(row,paper_pdf_url=None)],year=2020)
self.assertEqual(rows[0]['metadata']['identity_state'],'program_only')
self.assertEqual(rows[0]['identifiers'],{})
self.assertEqual(rows[0]['url'],'https://iclr.cc/virtual/2020/papers.html')
def test_only_referenced_official_assets_and_real_navigation_years(self):
html='<a href="/archive/2013/">2013</a><a href="/Conferences/2026">2026</a><a href="https://other.example/2025">2025</a>'
+143
View File
@@ -0,0 +1,143 @@
import copy
import hashlib
import json
from pathlib import Path
import tempfile
import unittest
from unittest.mock import patch
from paper_atlas.audits import iclr_legacy
from paper_atlas.ingestion.backfill import backfill, queue_files
from paper_atlas.ingestion.records import ingest_file
from paper_atlas.db.store import Store
class ICLRLegacyTests(unittest.TestCase):
def program(self):
return {'source': 'iclr_program', 'external_id': '2020/program-42', 'venue': 'ICLR',
'year': 2020, 'track': 'main', 'status': 'accepted',
'url': 'https://iclr.cc/virtual/2020/papers.html', 'title': 'Historical paper title',
'abstract': 'Historical abstract', 'authors': ['Jane Doe', 'John Smith'],
'identifiers': {}, 'raw_decision': 'listed in official program',
'evidence_url': 'https://iclr.cc/virtual/2020/papers.html',
'metadata': {'program_identity_type': 'submission', 'program_source_id': 42}}
def snapshot(self):
return {'source': 'openreview_snapshot', 'external_id': '2020/realForum', 'venue': 'ICLR',
'year': 2020, 'track': 'main', 'status': 'accepted',
'url': 'https://openreview.net/forum?id=realForum', 'title': 'Historical paper title',
'abstract': 'Historical abstract', 'authors': ['Jane Doe', 'John Smith'],
'identifiers': {'openreview': 'realForum'},
'submission_identifiers': [{'scheme': 'openreview', 'value': 'realForum'},
{'scheme': 'iclr_number', 'value': '42'}],
'decision_events': [{'status': 'accepted', 'raw_value': 'Accept',
'source_decision_id': 'decision1', 'evidence_url': 'https://openreview.net/forum?id=realForum&noteId=decision1',
'authority': {'public_readers_verified': True}}],
'metadata': {'source_submission_number': 42, 'public_readers_verified': True}}
def legacy(self):
return {'id': 'realForum', 'forum': 'realForum', 'content': {
'iclr_id': 'realForum', 'title': 'Historical paper title', 'authors': ['Jane Doe', 'John Smith']}}
def test_independent_legacy_identity_preserves_existing_source_id_and_text(self):
program, submission = self.program(), self.snapshot()
submission.update(title='A later title', abstract='A later abstract', authors=['Jane Doe'])
rows, checks = iclr_legacy.reconcile([program], {'realForum': submission}, [self.legacy()])
self.assertEqual(rows[0]['external_id'], '2020/program-42')
self.assertEqual(rows[0]['url'], 'https://iclr.cc/virtual_2020/poster_realForum.html')
for field in ('title', 'abstract', 'authors'):
self.assertEqual(rows[0][field], program[field])
self.assertEqual(rows[0]['identifiers']['openreview'], 'realForum')
self.assertTrue(rows[0]['metadata']['program_submission_number_verified'])
self.assertEqual(checks['independent_legacy'], 1)
self.assertEqual(program['identifiers'], {})
def test_program_number_and_shared_authors_alone_do_not_assign_a_forum(self):
program = self.program()
program.update(title='A different paper', abstract='An unrelated abstract')
with self.assertRaisesRegex(ValueError, 'number alone'):
iclr_legacy.reconcile([program], {'realForum': self.snapshot()}, [self.legacy()])
def test_independent_snapshot_title_and_abstract_handle_legacy_name_variants(self):
legacy = self.legacy()
legacy['content']['authors'] = ['J. Doe', 'J. Smith']
rows, checks = iclr_legacy.reconcile([self.program()], {'realForum': self.snapshot()}, [legacy])
self.assertEqual(checks['independent_snapshot'], 1)
self.assertEqual(rows[0]['identifiers']['openreview'], 'realForum')
def test_reviewed_title_variant_is_exact_and_requires_public_author_corroboration(self):
variant = iclr_legacy.REVIEWED_TITLE_VARIANT
program, submission, legacy = self.program(), self.snapshot(), self.legacy()
program['title'] = variant['program']
submission.update(title=variant['snapshot'], abstract='A different revision')
submission['identifiers']['openreview'] = variant['forum']
legacy.update(id=variant['forum'], forum=variant['forum'])
legacy['content'].update(iclr_id=variant['forum'], title=variant['legacy'])
rows, checks = iclr_legacy.reconcile([program], {variant['forum']: submission}, [legacy])
self.assertEqual(checks['reviewed_title_variant'], 1)
self.assertTrue(rows[0]['metadata']['program_identity_verification']['reviewed_title_variant'])
program['authors'] = ['Jane Doe']
with self.assertRaisesRegex(ValueError, 'number alone'):
iclr_legacy.reconcile([program], {variant['forum']: submission}, [legacy])
def test_conflicting_forum_ambiguous_number_and_repeated_legacy_identity_fail(self):
p = self.program()
p['identifiers']['openreview'] = 'anotherForum'
with self.assertRaisesRegex(ValueError, 'conflicts'):
iclr_legacy.reconcile([p], {'realForum': self.snapshot()}, [self.legacy()])
duplicate = copy.deepcopy(self.snapshot())
duplicate['identifiers']['openreview'] = 'otherForum'
with self.assertRaisesRegex(ValueError, 'ambiguous'):
iclr_legacy.reconcile([self.program()], {'realForum': self.snapshot(), 'otherForum': duplicate}, [self.legacy()])
with self.assertRaisesRegex(ValueError, 'repeated'):
iclr_legacy.reconcile([self.program()], {'realForum': self.snapshot()}, [self.legacy(), self.legacy()])
def write_file(self, path, rows, source):
path.write_text(''.join(json.dumps(row) + '\n' for row in rows))
manifest = {'source': source, 'venue': 'ICLR', 'year': 2020, 'track': 'main',
'parser_version': 2, 'count': len(rows), 'missing_abstract_count': 0,
'list_url': 'https://iclr.cc/virtual/2020/papers.html', 'status': 'collected',
'submission_status_counts': {status: sum(r['status'] == status for r in rows)
for status in {r['status'] for r in rows}}}
path.with_suffix('.manifest.json').write_text(json.dumps(manifest))
def test_audited_bridge_then_snapshot_import_keeps_one_accepted_attempt(self):
with tempfile.TemporaryDirectory() as tmp:
root = Path(tmp)
program_path, snapshot_path, legacy_path = (root / name for name in ('program.jsonl', 'snapshot.jsonl', 'legacy.json'))
self.write_file(program_path, [self.program()], 'iclr_program')
self.write_file(snapshot_path, [self.snapshot()], 'openreview_snapshot')
raw = json.dumps([self.legacy()]).encode()
legacy_path.write_bytes(raw)
with patch.multiple(iclr_legacy, LEGACY_BYTES=len(raw), LEGACY_SHA256=hashlib.sha256(raw).hexdigest(), EXPECTED=1):
report = iclr_legacy.audit(program_path, snapshot_path, legacy_path, root / 'out')
db = root / 'papers.sqlite'
ingest_file(db, program_path)
queue = root / 'out/iclr-2020-backfill-queue.json'
result = backfill(db, queue_files(queue))
self.assertEqual(result['submissions_before'], result['submissions_after'])
ingest_file(db, report['backfill_queue']['files'][0])
ingest_file(db, snapshot_path)
store = Store(db)
try:
self.assertEqual(store.conn.execute('SELECT count(*) FROM papers').fetchone()[0], 1)
self.assertEqual(store.conn.execute('SELECT count(*) FROM submissions').fetchone()[0], 1)
self.assertEqual(store.conn.execute('SELECT count(*) FROM submission_sources').fetchone()[0], 2)
self.assertEqual(store.conn.execute('SELECT url FROM source_records WHERE external_id=?', ('2020/program-42',)).fetchone()[0],
'https://iclr.cc/virtual_2020/poster_realForum.html')
self.assertEqual(store.conn.execute('PRAGMA foreign_key_check').fetchall(), [])
finally:
store.conn.close()
def test_unverified_legacy_bytes_publish_no_output(self):
with tempfile.TemporaryDirectory() as tmp:
root = Path(tmp)
legacy = root / 'legacy.json'
legacy.write_text('[]')
with self.assertRaisesRegex(ValueError, 'checksum'):
iclr_legacy.audit(root / 'program', root / 'snapshot', legacy, root / 'out')
self.assertFalse((root / 'out').exists())
if __name__ == '__main__':
unittest.main()
-86
View File
@@ -1,86 +0,0 @@
import hashlib
import json
from pathlib import Path
import tempfile
import unittest
from unittest.mock import patch
from paper_atlas.collectors import icml_public_archive as archive
from paper_atlas.audits.public_openreview import audit
from paper_atlas.db.store import Store
from paper_atlas.ingestion.records import ingest_file
class ICMLPublicArchiveTests(unittest.TestCase):
def note(self, **changes):
return {'id': 'PublicRoot1', 'forum': 'PublicRoot1', 'readers': ['everyone'],
'domain': archive.DOMAIN, 'invitations': [archive.DOMAIN + '/-/Submission'],
'license': 'CC BY 4.0', 'cdate': 1769251630136,
'content': {'title': {'value': 'A public rejected submission'},
'abstract': {'value': 'Public abstract'},
'authors': {'value': ['Anonymous', 'Jane Doe']},
'authorids': {'value': ['private@example.org']},
'venue': {'value': 'Submitted to ICML 2026'},
'venueid': {'value': archive.VENUEID},
'primary_area': {'value': 'learning'},
'pdf': {'value': '/private.pdf'}},
'details': {'reviews': ['not retained']}, **changes}
def test_explicit_platform_classification_requires_public_root_and_correct_scope(self):
original = self.note()
normalized = archive.normalize(original)
self.assertEqual(normalized['status'], 'rejected')
self.assertEqual(normalized['raw_decision'], archive.VENUEID)
self.assertEqual(normalized['metadata']['license'], 'CC BY 4.0')
self.assertEqual(normalized['metadata']['evidence_kind'], 'public_submission_venueid')
self.assertFalse(normalized['metadata']['original_decision_signature_verified'])
self.assertNotIn('private@example.org', json.dumps(normalized))
self.assertNotIn('not retained', json.dumps(normalized))
for changes in ({'readers': ['authors']}, {'forum': 'AnotherRoot'}, {'ddate': 1000},
{'domain': 'ICML.cc/2026/Position_Papers'}, {'invitations': []}):
with self.subTest(changes=changes), self.assertRaises(ValueError):
archive.normalize(self.note(**changes))
for venueid in (None, 'ICML.cc/2026/Conference/Submission', 'ICML.cc/2026/Conference/Accepted_Submission'):
candidate = self.note()
candidate['content']['venueid'] = {'value': venueid}
with self.assertRaisesRegex(ValueError, 'classification'):
archive.normalize(candidate)
def collect_fixture(self, out, notes, count=None, corrupt=False):
data = json.dumps({'count': len(notes) if count is None else count, 'notes': notes}).encode()
blob = hashlib.sha1(b'blob ' + str(len(data)).encode() + b'\0' + data).hexdigest()
with patch.multiple(archive, BYTES=len(data), BLOB_SHA1=blob, EXPECTED=len(notes)), \
patch.object(archive.shutil, 'disk_usage', return_value=type('Space', (), {'free': 20 * 1024**3})()):
return archive.collect(out, fetcher=lambda url, limit: data + b'x' if corrupt else data)
def test_verified_archive_roundtrips_through_preflight_and_idempotent_import(self):
with tempfile.TemporaryDirectory() as tmp:
root = Path(tmp)
result = self.collect_fixture(root / 'source', [self.note()])
db = root / 'db.sqlite'
Store(db).conn.close()
report = audit(db, root / 'source/public-openreview-inventory.json', root / 'audit.json')
self.assertEqual(report['status'], 'ready_for_serial_import')
self.assertEqual(report['source'], archive.SOURCE)
self.assertEqual(result['files'][0]['status'], 'partial')
for _ in range(2):
ingest_file(db, report['files'][0])
store = Store(db)
try:
self.assertEqual(store.conn.execute('SELECT count(*) FROM submissions').fetchone()[0], 1)
self.assertEqual(store.conn.execute('SELECT status FROM decisions').fetchall(), [('rejected',)])
finally:
store.conn.close()
def test_bad_hash_count_or_duplicate_identity_publishes_nothing(self):
for kwargs in ({'corrupt': True}, {'count': 99}, {}):
notes = [self.note(), self.note()] if not kwargs else [self.note()]
with self.subTest(kwargs=kwargs), tempfile.TemporaryDirectory() as tmp:
with self.assertRaises(ValueError):
self.collect_fixture(tmp, notes, **kwargs)
self.assertEqual(list(Path(tmp).glob('*.jsonl')), [])
self.assertFalse((Path(tmp) / 'public-openreview-inventory.json').exists())
if __name__ == '__main__':
unittest.main()
-157
View File
@@ -1,157 +0,0 @@
import hashlib
import json
from pathlib import Path
import tempfile
import unittest
from unittest.mock import patch
from paper_atlas.collectors.public_openreview import (REVISION, SOURCE, collect,
negative_status, normalize)
from paper_atlas.db.store import Store
from paper_atlas.ingestion.records import ingest_file
from paper_atlas.audits.public_openreview import audit
class PublicOpenReviewTests(unittest.TestCase):
def row(self, **overrides):
return {'id': 'RealForum01', 'title': 'A public paper', 'abstract': 'An abstract',
'author': 'Anonymous;Jane Doe;private@example.org', 'track': 'main',
'status': 'Reject', 'keywords': 'planning;reasoning',
'profiles': {'private': 'secret'}, 'reviews': ['private review'],
'gender': 'irrelevant', **overrides}
def provenance(self):
return {'source_file': 'https://example.org/pinned.jsonl', 'source_line': 7,
'source_revision': REVISION, 'source_blob_sha1': 'a' * 40}
def fetcher(self, files):
tree = []
payloads = {}
for name, rows in files.items():
data = ''.join(json.dumps(row) + '\n' for row in rows).encode()
sha = hashlib.sha1(b'blob ' + str(len(data)).encode() + b'\0' + data).hexdigest()
tree.append({'path': name, 'type': 'blob', 'size': len(data), 'sha': sha})
payloads[name] = data
def fetch(url, limit):
if '?recursive=1' in url:
return json.dumps({'sha': REVISION, 'truncated': False, 'tree': tree}).encode()
return payloads[url.split('/' + REVISION + '/')[1]]
return fetch
def collect(self, out, files, **kwargs):
with patch('paper_atlas.collectors.public_openreview.shutil.disk_usage', return_value=type('Space', (), {'free': 20 * 1024**3})()):
return collect(out, fetcher=self.fetcher(files), **kwargs)
def test_only_explicit_decisions_and_verified_scope_become_events(self):
for value in ('Pending', 'Active', 'Submitted to NeurIPS 2025', 'TBD', '',
'Low score', 'ICML 2025 Retracted by Authors', 'Do not reject'):
self.assertIsNone(negative_status(value), value)
self.assertEqual(negative_status('Reject'), 'rejected')
self.assertEqual(negative_status('Desk rejected'), 'desk_rejected')
self.assertEqual(negative_status('NeurIPS 2023 Conference Withdrawn Submission'), 'withdrawn')
for raw, expected in [('main', 'main'), ('Position', 'position'),
('Datasets & Benchmarks', 'datasets_benchmarks')]:
row, reason = normalize(self.row(track=raw), 'nips', 2025, self.provenance())
self.assertIsNone(reason)
self.assertEqual(row['track'], expected)
for raw in ('workshop', 'workshop_mlsys', ''):
self.assertIsNone(normalize(self.row(track=raw), 'icml', 2025, self.provenance())[0])
with self.assertRaisesRegex(ValueError, 'conference year'):
normalize(self.row(status='NeurIPS 2023 Conference Withdrawn Submission'), 'icml', 2025, self.provenance())
def test_metadata_whitelist_retains_curated_provenance_without_profiles_or_reviews(self):
row, _ = normalize(self.row(), 'icml', 2025, self.provenance())
self.assertEqual(row['authors'], ['Jane Doe'])
self.assertEqual(row['identifiers'], {'openreview': 'RealForum01'})
self.assertEqual(row['metadata']['evidence_kind'], 'curated_public_status_assertion')
self.assertFalse(row['metadata']['original_decision_signature_verified'])
self.assertEqual(row['evidence_url'], 'https://example.org/pinned.jsonl#L7')
for private in ('secret', 'private review', 'gender', 'private@example.org'):
self.assertNotIn(private, json.dumps(row))
def test_pinned_collection_separates_tracks_and_holds_retraction(self):
with tempfile.TemporaryDirectory() as tmp:
files = {'venues/icml/icml2025.jsonl': [self.row(), self.row(id='Position01', track='Position'),
self.row(id='Retracted1', status='ICML 2025 Retracted by Authors'),
self.row(id='Pending001', status='Submitted to ICML 2025')]}
result = self.collect(tmp, files)
self.assertEqual(result['input_rows'], 4)
self.assertEqual(result['normalized_records'], 2)
self.assertEqual({f['track'] for f in result['files']}, {'main', 'position'})
held = [json.loads(line) for line in Path(result['held_file']).read_text().splitlines()]
self.assertEqual([(r['id'], r['reason']) for r in held], [('Retracted1', 'retracted')])
self.assertTrue(all(f['status'] == 'partial' for f in result['files']))
with self.assertRaisesRegex(ValueError, 'Completed inventory'):
self.collect(tmp, files)
def test_hash_failure_or_duplicate_forum_publishes_no_ingestible_files(self):
files = {'venues/icml/icml2025.jsonl': [self.row()]}
fetch = self.fetcher(files)
def corrupted(url, limit):
result = fetch(url, limit)
return result if '?recursive' in url else result.replace(b'Reject', b'Accept')
for fetcher in (corrupted, self.fetcher({'venues/icml/icml2025.jsonl': [self.row(), self.row()]})):
with tempfile.TemporaryDirectory() as tmp, patch('paper_atlas.collectors.public_openreview.shutil.disk_usage', return_value=type('Space', (), {'free': 20 * 1024**3})()):
with self.assertRaises(ValueError):
collect(tmp, fetcher=fetcher)
self.assertEqual(list(Path(tmp).glob('*.jsonl')), [])
self.assertFalse((Path(tmp) / 'public-openreview-inventory.json').exists())
def test_mirror_reimport_preserves_one_attempt_and_later_acceptance_elsewhere(self):
with tempfile.TemporaryDirectory() as tmp:
root = Path(tmp)
result = self.collect(root / 'source', {'venues/icml/icml2025.jsonl': [self.row(author='Jane Doe')]})
db = root / 'db.sqlite'
path = result['files'][0]['file']
ingest_file(db, path)
ingest_file(db, path)
store = Store(db)
try:
paper = store.conn.execute('SELECT paper_id FROM source_records').fetchone()[0]
store.conn.execute('INSERT INTO identifiers VALUES(?,?,?)', ('arxiv', '2501.00001', paper))
same, record = store.record('official_program', 'neurips-later', 'https://example.org/accepted',
'A revised public paper', 'An abstract', ['Jane Doe'],
{'openreview': 'LaterForum1', 'arxiv': '2501.00001'})
self.assertEqual(same, paper)
store.decision(paper, record, 'NeurIPS', 2026, 'main', 'neurips-later',
'https://example.org/accepted', 'accepted', 'Accept',
identities=[('openreview', 'LaterForum1')])
store.conn.commit()
self.assertEqual(store.conn.execute('SELECT count(*) FROM submissions').fetchone()[0], 2)
self.assertEqual(store.conn.execute('SELECT count(*) FROM decisions').fetchone()[0], 2)
self.assertEqual(set(store.conn.execute('SELECT status FROM decisions')), {('accepted',), ('rejected',)})
self.assertEqual(store.conn.execute('SELECT count(*) FROM papers').fetchone()[0], 1)
self.assertEqual(store.conn.execute('PRAGMA foreign_key_check').fetchall(), [])
finally:
store.conn.close()
def test_preimport_audit_blocks_same_attempt_conflict_but_allows_later_other_venue_acceptance(self):
with tempfile.TemporaryDirectory() as tmp:
root = Path(tmp)
self.collect(root / 'source', {'venues/icml/icml2025.jsonl': [self.row(author='Jane Doe')]})
db = root / 'db.sqlite'
store = Store(db)
paper, record = store.record('program', 'later', 'https://example.org/later',
'A public paper', 'An abstract', ['Jane Doe'], {'openreview': 'LaterForum1'})
store.decision(paper, record, 'NeurIPS', 2026, 'main', 'later',
'https://example.org/later', 'accepted', 'Accept', identities=[('openreview', 'LaterForum1')])
store.conn.commit()
inventory = root / 'source/public-openreview-inventory.json'
first = audit(db, inventory, root / 'audit.json')
self.assertEqual(first['status'], 'ready_for_serial_import')
self.assertEqual(len(first['files']), 1)
store.decision(paper, record, 'ICML', 2025, 'main', 'same-attempt',
'https://example.org/same', 'accepted', 'Accept', identities=[('openreview', 'RealForum01')])
store.conn.commit()
try:
second = audit(db, inventory, root / 'audit.json')
self.assertEqual(second['status'], 'blocked')
self.assertEqual(second['files'], [])
self.assertEqual(second['conflicts'][0]['existing_status'], 'accepted')
finally:
store.conn.close()
if __name__ == '__main__':
unittest.main()