Add read-only source identity candidate audit with evidence shards
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This commit is contained in:
2026-11-10 02:55:27 +08:00
parent b675a38b97
commit fe3e2502a5
6 changed files with 425 additions and 0 deletions
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@@ -96,6 +96,7 @@ jobs:
subprocess.run([python,'-I','-B','-m','paper_atlas','audit','public-openreview','--help'],cwd=outside,check=True)
subprocess.run([python,'-I','-B','-m','paper_atlas','coverage','--help'],cwd=outside,check=True)
subprocess.run([python,'-I','-B','-m','paper_atlas','audit','histories','--help'],cwd=outside,check=True)
subprocess.run([python,'-I','-B','-m','paper_atlas','audit','source-identities','--help'],cwd=outside,check=True)
subprocess.run([python,'-I','-B','-m','paper_atlas','curate','identifiers','--help'],cwd=outside,check=True)
subprocess.run([python,'-I','-B','-c','from paper_atlas.postgres.writer import PostgresStore, WriteConnection'],cwd=outside,check=True)
smoke = "from paper_atlas.db.store import Store; from paper_atlas.config import DEFAULT_REGISTRY; import json; assert {'COLM','MM','MLSys'} <= {v['acronym'] for v in json.loads(DEFAULT_REGISTRY.read_text())['venues']}; s=Store('installed.sqlite'); s.conn.close()"
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@@ -116,3 +116,5 @@ CI 在已授权的远程 runner 上运行测试、构建 wheel,并从源码目
整合后的运行版本依赖、交互约束和生产切换顺序见 [运行版本整合](docs/research-runtime.md)。
已导入整卷的逐条轨道修正见 [edition-tracks 维护流程](docs/edition-tracks.md):按完整证据生成只读计划,保留原投稿和决定 ID,事务性修正 edition、标识与覆盖,并防止旧整卷刷新覆盖分类。
入库前可使用通用的[来源身份只读预检](docs/source-identity-audit.md),导出候选论文、稳定标识和既有投稿决定证据;候选结果需要审核,不会自动批准导入。
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@@ -0,0 +1,21 @@
# 来源身份只读预检
`audit source-identities` 在 PostgreSQL 的同一 `REPEATABLE READ READ ONLY` 快照中,检查规范化 JSONL 的来源绑定、稳定标识及精确标题候选,并导出候选论文的原始来源和投稿决定历史。用于入库前评审,不执行导入、合并或标识修改。
```sh
PGSERVICEFILE=/etc/paper-atlas/pg_service.conf paper-atlas audit source-identities \
--pg-service foundry-research --pg-schema research \
--files /data/paper-index/collected/example/main.jsonl \
/data/paper-index/collected/example/position.jsonl \
--out /data/paper-index/collected/example-identity-preflight-v1
```
每个 JSONL 必须有同名 `.manifest.json`,包含 `source`、`venue`、`year`、`track`、`count` 和 `file_sha256`。逐行校验届次、显式决定状态、标识类型和跨文件来源主键唯一性;文件哈希和数量必须相符。只读取调用者指定的文件,不跟随 manifest 中的绝对 `file` 路径;原始行哈希包含换行符。原始 JSONL 和 manifest 应与报告一起保留。
输出目录必须不存在,防止复用旧报告或覆盖证据。失败会保留 `failed.json` 及已完成分片,不能把部分输出当成功;排查后使用新的输出目录重新核查。成功报告 `postgresql-preflight.json` 最后原子写入,记录输入哈希、数据库快照和每条候选。实体详情存为 `entities/<分片>/<paper_id>.json.gz`,报告中列出压缩文件的 SHA-256;包含完整 paper、标识和限量原始来源、投稿、决定及出处。每篇最多保留 100 条来源、200 次投稿,每次投稿最多 200 条决定,每组决定或投稿出处最多 100 条,所有截断均显式标记。精确标题最多取 21 个候选;达到上限即标记,不能据此推算总数。这里没有计算全表精确数量。
候选分类用于安排审核:既有来源记录需要核对并避免重放,多个绑定冲突必须暂缓;单个 DOI、arXiv 或 OpenReview 绑定也可能错误,必须核对原文、标题、作者和历史。作者比较保留完整规范化姓名的重复次数,但姓名相同不能证明是同一个人。未找到精确标题或标识不能证明是新作品,仍需近似标题、版本和跨会历史核查。
所有条目固定为 `not_approved_for_import`,批准数量为 0。不要直接把此报告当成 curation 计划或导入队列。后续获批导入前应重新检查实时来源绑定;来源摘要缺失不得覆盖已有摘要,旧拒稿与新录用应作为不同投稿经历保留。本命令不能代替所有导入结束后的全库去重、覆盖和约束验收。
构建与测试仅在已确认的 `ces-control:host` 远程 runner 执行。集成测试使用已有 PostgreSQL 服务做真实只读候选查询,不往生产库添加测试记录。
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"""Read-only, evidence-preserving identity candidates for normalized source files.
A candidate is never permission to import or merge. Absence of an exact match is
never proof of a new work. Run again against a fresh snapshot before curation.
"""
import argparse
from collections import Counter
import gzip
import hashlib
import json
from pathlib import Path
from paper_atlas.db.store import author_keys, normalized
from paper_atlas.db.submissions import timestamp
from paper_atlas.postgres.client import ReadConnection
STATUSES = {'accepted', 'rejected', 'desk_rejected', 'withdrawn', 'under_review', 'unknown'}
def digest(data):
return hashlib.sha256(data).hexdigest()
def authors_multiset(authors):
# author_keys intentionally removes duplicates; identity review must retain them.
return Counter(key for author in authors for key in author_keys([author]))
def load_inputs(files):
records, inputs, seen = [], [], set()
for filename in files:
path = Path(filename).resolve()
manifest_path = path.with_suffix('.manifest.json')
raw_manifest = manifest_path.read_bytes()
manifest = json.loads(raw_manifest)
hasher, count = hashlib.sha256(), 0
with path.open('rb') as stream:
for line_number, line in enumerate(stream, 1):
hasher.update(line)
row = json.loads(line)
for key in ('source', 'external_id', 'title', 'venue', 'track'):
if not isinstance(row.get(key), str) or not row[key].strip():
raise ValueError(f'Invalid {key}: {path.name}:{line_number}')
if type(row.get('year')) is not int or row.get('status') not in STATUSES:
raise ValueError('Invalid year or explicit source status')
for key in ('source', 'venue', 'year', 'track'):
if row[key] != manifest.get(key):
raise ValueError(f'Manifest scope mismatch: {key}')
authors = row.get('authors')
if not isinstance(authors, list) or any(not isinstance(a, (str, list, dict)) for a in authors):
raise ValueError('Invalid authors')
identifiers = row.get('identifiers', {})
if not isinstance(identifiers, dict) or any(
not isinstance(k, str) or not k.strip() or not isinstance(v, str) or not v.strip()
for k, v in identifiers.items()):
raise ValueError('Identifiers must contain singular nonempty strings')
key = (row['source'], row['external_id'])
if key in seen:
raise ValueError('Duplicate source/external_id across inputs')
seen.add(key)
record = {k: row[k] for k in ('source', 'external_id', 'title', 'authors',
'venue', 'year', 'track', 'status')}
record.update(identifiers=identifiers, file=str(path), line=line_number,
raw_line_sha256=digest(line), source_record_hits=[],
identifier_hits=[], title_candidate_ids=[])
records.append(record)
count += 1
if not count or count != manifest.get('count') or hasher.hexdigest() != manifest.get('file_sha256'):
raise ValueError('Input count/hash mismatch or empty input')
inputs.append({'file': str(path), 'file_sha256': hasher.hexdigest(), 'count': count,
'manifest_sha256': digest(raw_manifest), 'manifest': manifest})
if not records:
raise ValueError('At least one nonempty input is required')
return records, inputs
def _lookup(connection, values, columns, lateral):
"""Bound scalar VALUES allow the existing text codec to encode each key."""
width = len(columns)
for start in range(0, len(values), 100):
batch = values[start:start + 100]
sql = 'WITH keys(' + ','.join(columns) + ') AS (VALUES ' + ','.join(
'(' + ','.join(['?'] * width) + ')' for _ in batch) + ') SELECT keys.n,hit.* FROM keys JOIN LATERAL (' + lateral + ') hit ON true'
for row in connection.execute(sql, tuple(value for item in batch for value in item)):
yield dict(row)
def find_candidates(connection, records):
source_keys = [(i, row['source'], row['external_id']) for i, row in enumerate(records)]
for hit in _lookup(connection, source_keys, ('n', 'source', 'external_id'), '''
SELECT r.id,r.paper_id FROM sources s JOIN source_records r ON r.source_id=s.id
WHERE s.name=keys.source AND r.external_id=keys.external_id'''):
records[hit.pop('n')]['source_record_hits'].append(hit)
identifiers = []
for i, row in enumerate(records):
pairs = {(row['source'], row['external_id']), *row['identifiers'].items()}
identifiers.extend((i, scheme, value) for scheme, value in sorted(pairs))
for hit in _lookup(connection, identifiers, ('n', 'scheme', 'value'), '''
SELECT scheme,value,paper_id FROM identifiers
WHERE scheme=keys.scheme AND value=keys.value'''):
records[hit.pop('n')]['identifier_hits'].append(hit)
title_keys = [(i, normalized(row['title'])) for i, row in enumerate(records)]
for hit in _lookup(connection, title_keys, ('n', 'title_key'), '''
SELECT id AS paper_id FROM papers WHERE title_key=keys.title_key ORDER BY id LIMIT 21'''):
records[hit['n']]['title_candidate_ids'].append(hit['paper_id'])
def entity_packet(connection, paper_id):
paper = connection.execute('SELECT * FROM papers WHERE id=?', (paper_id,)).fetchone()
if paper is None:
raise RuntimeError('Candidate disappeared from read-only snapshot')
sources = [dict(r) for r in connection.execute('''SELECT r.*,s.name AS source
FROM source_records r JOIN sources s ON s.id=r.source_id
WHERE r.paper_id=? ORDER BY r.id LIMIT 101''', (paper_id,))]
attempts = [dict(r) for r in connection.execute('''SELECT s.*,v.acronym AS venue,e.year,e.track,e.event_key
FROM submissions s JOIN editions e ON e.id=s.edition_id JOIN venues v ON v.id=e.venue_id
WHERE s.paper_id=? ORDER BY s.id LIMIT 201''', (paper_id,))]
packet = {'paper': dict(paper), 'identifiers': [dict(r) for r in connection.execute(
'SELECT * FROM identifiers WHERE paper_id=? ORDER BY scheme,value', (paper_id,))],
'source_records': sources[:100], 'source_records_truncated': len(sources) > 100,
'attempts': attempts[:200], 'attempts_truncated': len(attempts) > 200}
for attempt in packet['attempts']:
observations = [dict(r) for r in connection.execute(
'SELECT * FROM decisions WHERE submission_id=? ORDER BY id LIMIT 201', (attempt['id'],))]
attempt['decisions'], attempt['decisions_truncated'] = observations[:200], len(observations) > 200
provenance = [dict(r) for r in connection.execute('''SELECT ss.*,r.external_id,s.name AS source
FROM submission_sources ss JOIN source_records r ON r.id=ss.source_record_id
JOIN sources s ON s.id=r.source_id WHERE ss.submission_id=?
ORDER BY ss.source_record_id,ss.source_submission_id LIMIT 101''', (attempt['id'],))]
attempt['sources'], attempt['sources_truncated'] = provenance[:100], len(provenance) > 100
for decision in attempt['decisions']:
provenance = [dict(r) for r in connection.execute('''SELECT ds.*,r.external_id,s.name AS source
FROM decision_sources ds JOIN source_records r ON r.id=ds.source_record_id
JOIN sources s ON s.id=r.source_id WHERE ds.decision_id=?
ORDER BY ds.source_record_id,ds.source_decision_id LIMIT 101''', (decision['id'],))]
decision['sources'], decision['sources_truncated'] = provenance[:100], len(provenance) > 100
return packet
def classify(record, entities):
anchors = {r['paper_id'] for r in record['source_record_hits'] + record['identifier_hits']}
titles = record['title_candidate_ids']
flags = []
own_authors = authors_multiset(record['authors'])
if not own_authors:
flags.append('missing_source_authors')
if any(n > 1 for n in own_authors.values()):
flags.append('duplicate_normalized_author_names')
if len(normalized(record['title'])) < 25:
flags.append('short_title')
comparisons = []
for pid in sorted(anchors | set(titles)):
entity = entities[pid]
other = authors_multiset(entity['authors'])
comparisons.append({'paper_id': pid,
'normalized_title_equal': normalized(record['title']) == normalized(entity['title']),
'nonempty_author_multiset_equal': bool(own_authors) and own_authors == other,
'author_name_overlap': sorted(own_authors.keys() & other.keys())})
if len(anchors) > 1:
kind = 'conflicting_existing_bindings_hold'
elif record['source_record_hits']:
kind = 'existing_source_record_reconcile_no_replay'
elif anchors:
kind = 'existing_identifier_binding_requires_review'
elif len(titles) >= 21:
kind = 'title_candidate_limit_reached_hold'
elif not titles:
kind = 'no_exact_match_not_proof_of_novelty'
elif len(titles) > 1:
kind = 'multiple_exact_title_entities_hold'
elif comparisons[0]['nonempty_author_multiset_equal']:
kind = 'one_exact_title_author_multiset_requires_review'
elif comparisons[0]['author_name_overlap']:
kind = 'partial_author_overlap_requires_review'
else:
kind = 'no_author_agreement_hold'
return {'kind': kind, 'flags': flags, 'comparisons': comparisons,
'title_candidates_truncated': len(titles) >= 21,
'decision': 'not_approved_for_import'}
def _atomic_json(path, value):
temporary = path.with_suffix(path.suffix + '.part')
with temporary.open('w', encoding='utf-8') as stream:
json.dump(value, stream, ensure_ascii=False, indent=2)
stream.write('\n')
temporary.replace(path)
def audit(files, out, *, pg_service, pg_schema):
# Reject input corruption before opening a database connection or reserving output.
records, inputs = load_inputs(files)
out = Path(out)
out.mkdir(parents=True, exist_ok=False)
(out / 'audit.lock').write_text(timestamp() + '\n')
connection = None
try:
connection = ReadConnection(pg_service, pg_schema)
connection.execute("SET LOCAL statement_timeout='60s'")
if connection.execute('SHOW transaction_read_only').fetchone()[0] != 'on':
raise RuntimeError('A read-only transaction is required')
snapshot = dict(connection.execute('''SELECT current_database() AS database,current_schema() AS schema,
transaction_timestamp()::text AS transaction_at,pg_current_snapshot()::text AS snapshot''').fetchone())
find_candidates(connection, records)
ids = sorted({hit['paper_id'] for row in records for hit in row['source_record_hits'] + row['identifier_hits']} |
{pid for row in records for pid in row['title_candidate_ids']})
entities, index = {}, {}
for number, pid in enumerate(ids, 1):
packet = entity_packet(connection, pid)
relative = Path('entities') / str(pid // 10000) / f'{pid}.json.gz'
target = out / relative
target.parent.mkdir(parents=True, exist_ok=True)
raw = gzip.compress(json.dumps(packet, ensure_ascii=False).encode(), mtime=0)
target.write_bytes(raw)
index[str(pid)] = {'file': relative.as_posix(), 'sha256': digest(raw)}
entities[pid] = {'title': packet['paper']['title'],
'authors': json.loads(packet['paper']['authors_json'])}
if number % 250 == 0 or number == len(ids):
print(json.dumps({'phase': 'entity_evidence', 'completed': number, 'total': len(ids)}), flush=True)
kinds = Counter()
for row in records:
row.update(classify(row, entities))
kinds[row['kind']] += 1
report = {'status': 'completed_read_only_candidates_not_import_approval',
'started_snapshot': snapshot, 'completed_at': timestamp(), 'transaction_read_only': True,
'database_written': False, 'approved_for_import': 0, 'records': len(records),
'kind_counts': dict(kinds), 'inputs': inputs, 'entities': index, 'entries': records,
'limitations': ['Exact keys only; no match does not establish a new work.',
'Name agreement does not prove person or scientific-work identity.',
'Bound identifiers can be incorrect; review titles, authors and original evidence.',
'Source/history limits are explicit in compressed entity packets.',
'Not a final whole-database deduplication or coverage audit.']}
_atomic_json(out / 'postgresql-preflight.json', report)
return report
except Exception as error:
_atomic_json(out / 'failed.json', {'status': 'failed_no_import_approval',
'error_type': type(error).__name__, 'database_written': False})
raise
finally:
if connection is not None:
connection.close()
def main(argv=None, *, prog=None):
parser = argparse.ArgumentParser(prog=prog, description=__doc__)
parser.add_argument('--files', nargs='+', required=True, type=Path)
parser.add_argument('--pg-service', required=True)
parser.add_argument('--pg-schema', required=True)
parser.add_argument('--out', required=True, type=Path)
args = parser.parse_args(argv)
report = audit(args.files, args.out, pg_service=args.pg_service, pg_schema=args.pg_schema)
print(json.dumps({k: report[k] for k in ('status', 'records', 'kind_counts', 'approved_for_import')}, ensure_ascii=False))
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@@ -46,6 +46,7 @@ COMMANDS = {
('audit','arxiv'): ('paper_atlas.audits.arxiv', {}, '核验 arXiv 原始编号、重复行与 ZIP 完整性'),
('audit','arxiv-tags'): ('paper_atlas.audits.arxiv_tags', {}, '逐记录核验 arXiv 类别及出处完整性'),
('audit','public-openreview'): ('paper_atlas.audits.public_openreview', {}, '核对公开负面决定与已有投稿历史'),
('audit','source-identities'): ('paper_atlas.audits.source_identity', {}, '只读核对来源文件的身份候选与既有投稿历史'),
('audit','histories'): ('paper_atlas.audits.histories', {}, '只读核对跨会议投稿历史及决定来源关系'),
}
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@@ -0,0 +1,148 @@
import gzip
import hashlib
import json
import os
from pathlib import Path
import tempfile
import unittest
from unittest.mock import patch
from paper_atlas.audits.source_identity import audit, classify, load_inputs
from paper_atlas.postgres.client import ReadConnection
def record(**updates):
row = dict(source='reviewed_program', external_id='2026/forum-a',
title='A sufficiently specific scientific paper title', authors=['Jane Doe', 'John Smith'],
venue='NeurIPS', year=2026, track='main', status='accepted', identifiers={},
source_record_hits=[], identifier_hits=[], title_candidate_ids=[])
row.update(updates)
return row
def write_input(root, rows):
path = root / 'source.jsonl'
raw = b''.join((json.dumps(row) + '\n').encode() for row in rows)
path.write_bytes(raw)
manifest = {k: rows[0][k] for k in ('source', 'venue', 'year', 'track')}
manifest.update(count=len(rows), file_sha256=hashlib.sha256(raw).hexdigest(),
file='/ignored/untrusted/location.jsonl', status='partial')
path.with_suffix('.manifest.json').write_text(json.dumps(manifest))
return path
class CandidateTests(unittest.TestCase):
def test_duplicate_names_do_not_equal_distinct_author_multiset(self):
row = record(authors=['Jane Doe', 'Jane Doe'], title_candidate_ids=[7])
result = classify(row, {7: {'title': row['title'], 'authors': ['Jane Doe']}})
self.assertEqual(result['kind'], 'partial_author_overlap_requires_review')
self.assertIn('duplicate_normalized_author_names', result['flags'])
self.assertFalse(result['comparisons'][0]['nonempty_author_multiset_equal'])
def test_arxiv_author_representation_and_order_match_but_never_approve(self):
row = record(title_candidate_ids=[7])
result = classify(row, {7: {'title': row['title'], 'authors': [['Smith', 'John', ''], ['Doe', 'Jane', '']]}})
self.assertEqual(result['kind'], 'one_exact_title_author_multiset_requires_review')
self.assertEqual(result['decision'], 'not_approved_for_import')
def test_binding_conflict_overrides_existing_source(self):
row = record(source_record_hits=[{'paper_id': 7}], identifier_hits=[{'paper_id': 8}])
entities = {pid: {'title': row['title'], 'authors': row['authors']} for pid in (7, 8)}
self.assertEqual(classify(row, entities)['kind'], 'conflicting_existing_bindings_hold')
def test_wrong_doi_binding_retains_author_title_disagreement(self):
row = record(identifier_hits=[{'paper_id': 7}])
result = classify(row, {7: {'title': 'Completely different work', 'authors': ['Somebody Else']}})
self.assertEqual(result['kind'], 'existing_identifier_binding_requires_review')
self.assertFalse(result['comparisons'][0]['normalized_title_equal'])
self.assertEqual(result['comparisons'][0]['author_name_overlap'], [])
def test_no_hit_is_not_novelty_and_missing_authors_never_agree(self):
self.assertEqual(classify(record(), {})['kind'], 'no_exact_match_not_proof_of_novelty')
row = record(authors=[], title_candidate_ids=[7])
result = classify(row, {7: {'title': row['title'], 'authors': []}})
self.assertEqual(result['kind'], 'no_author_agreement_hold')
def test_title_candidate_cap_is_explicit(self):
row = record(title_candidate_ids=list(range(21)))
entities = {pid: {'title': row['title'], 'authors': row['authors']} for pid in range(21)}
self.assertTrue(classify(row, entities)['title_candidates_truncated'])
self.assertEqual(classify(row, entities)['kind'], 'title_candidate_limit_reached_hold')
class InputTests(unittest.TestCase):
def setUp(self):
self.temp = tempfile.TemporaryDirectory()
self.addCleanup(self.temp.cleanup)
self.root = Path(self.temp.name)
def test_raw_line_hash_and_manifest_path_not_followed(self):
path = write_input(self.root, [record()])
rows, inputs = load_inputs([path])
self.assertEqual(rows[0]['raw_line_sha256'], hashlib.sha256(path.read_bytes()).hexdigest())
self.assertEqual(inputs[0]['count'], 1)
def test_hash_tamper_rejected_before_database_connection(self):
path = write_input(self.root, [record()])
path.write_bytes(path.read_bytes().replace(b'Jane Doe', b'Jane Roe'))
with patch('paper_atlas.audits.source_identity.ReadConnection') as connection:
with self.assertRaisesRegex(ValueError, 'hash mismatch'):
audit([path], self.root / 'out', pg_service='test', pg_schema='research')
connection.assert_not_called()
def test_manifest_scope_and_count_tamper_and_duplicate_sources(self):
path = write_input(self.root, [record()])
manifest_path = path.with_suffix('.manifest.json')
manifest = json.loads(manifest_path.read_text())
for key, value in [('year', 2025), ('count', 2)]:
altered = dict(manifest, **{key: value})
manifest_path.write_text(json.dumps(altered))
with self.assertRaises(ValueError):
load_inputs([path])
manifest_path.write_text(json.dumps(manifest))
with self.assertRaisesRegex(ValueError, 'Duplicate source'):
load_inputs([path, path])
def test_existing_output_never_replayed_and_failure_not_completion(self):
path = write_input(self.root, [record()])
out = self.root / 'out'
with patch('paper_atlas.audits.source_identity.ReadConnection', side_effect=RuntimeError('unavailable')):
with self.assertRaises(RuntimeError):
audit([path], out, pg_service='test', pg_schema='research')
self.assertTrue((out / 'failed.json').exists())
self.assertFalse((out / 'postgresql-preflight.json').exists())
with self.assertRaises(FileExistsError):
audit([path], out, pg_service='test', pg_schema='research')
@unittest.skipUnless(os.environ.get('PAPER_ATLAS_TEST_PG_SERVICE'), 'Requires the authorized remote PostgreSQL service')
class ReadOnlyIntegrationTests(unittest.TestCase):
def test_existing_binding_full_evidence_and_no_import_approval(self):
service = os.environ['PAPER_ATLAS_TEST_PG_SERVICE']
connection = ReadConnection(service, 'research')
try:
self.assertEqual(connection.execute('SHOW transaction_read_only').fetchone()[0], 'on')
hit = connection.execute("SELECT value,paper_id FROM identifiers WHERE scheme='arxiv' ORDER BY value LIMIT 1").fetchone()
self.assertIsNotNone(hit)
paper = connection.execute('SELECT title,authors_json FROM papers WHERE id=?', (hit['paper_id'],)).fetchone()
finally:
connection.close()
with tempfile.TemporaryDirectory() as tmp:
root = Path(tmp)
path = write_input(root, [record(title=paper['title'], authors=json.loads(paper['authors_json']),
identifiers={'arxiv': hit['value']})])
report = audit([path], root / 'out', pg_service=service, pg_schema='research')
self.assertTrue(report['transaction_read_only'])
self.assertFalse(report['database_written'])
self.assertEqual(report['approved_for_import'], 0)
row, = report['entries']
self.assertIn(hit['paper_id'], [r['paper_id'] for r in row['identifier_hits']])
shard = report['entities'][str(hit['paper_id'])]
raw = (root / 'out' / shard['file']).read_bytes()
self.assertEqual(hashlib.sha256(raw).hexdigest(), shard['sha256'])
packet = json.loads(gzip.decompress(raw))
self.assertEqual(packet['paper']['id'], hit['paper_id'])
self.assertEqual(packet['paper']['title'], paper['title'])
self.assertEqual(packet['paper']['authors_json'], paper['authors_json'])
self.assertIn('attempts', packet)
self.assertTrue((root / 'out/postgresql-preflight.json').is_file())