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1 Parent(s): 9b6c9dd

Retain company PIT objects

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  11. upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/coverage.json +0 -0
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  15. upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/replay.py +93 -0
  16. upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/review-candidates.jsonl +1 -0
  17. upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/screen.json +0 -0
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  19. upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/study.json +1 -0
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releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/companies.jsonl.gz ADDED
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+ {"boundary":"Selected currentIds in this frozen release. Retained packets preserve additional versions. No benchmark answers.","companyCount":625,"distributionVersion":"1.0.0","publisher":"AhaSignals","releaseSha256":"4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9","selectedFactCount":122919,"tables":{"companies.jsonl.gz":"241dbe546114ffc340e038663abbe70dfe6659a7894275092879841a6fbff30d","companies.parquet":"8248f0017aa2c6197b2a1e25e15c8e0d0b78b3182cfcd10f49a08bf257905420","facts.jsonl.gz":"826f5696c9651948957c204fc0253d6812e02f87e8753805af7ce6eeaa31b7ec","facts.parquet":"5aca9037d2c73dd371064a657628e4012a266ac1fd1caae06549e4c0736445c7"}}
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/README.md ADDED
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1
+ # Company disclosure PIT observations
2
+
3
+ AhaSignals · original compilation and code CC BY 4.0; underlying source rights remain.
4
+ https://ahasignals.com/research/company-pit-observations/
5
+
6
+ A frozen release pins the observed company universe, exact company packet hashes,
7
+ source screening decisions, coverage gaps and unreviewed comparison leads. This is
8
+ an observation dataset, not the separate frozen PIT evaluation benchmark.
9
+
10
+ The release kit contains metadata and Python tools, not all financial rows. Download
11
+ selected company packets or the entire pinned universe explicitly, then replay offline.
12
+ Packets are shared across releases instead of republishing the same financial history.
13
+ Python 3 standard library only; no account or model subscription. No code runs from
14
+ financial inputs. Download tools only from a trusted source. Hashes identify bytes,
15
+ not source truth, historical completeness or model performance.
16
+
17
+ 1. Save the public catalog from /data/company-pit/v1/index.json. Run:
18
+ python3 replay.py select --catalog index.json --as-of UTC_CUTOFF
19
+ 2. Download that row's kitUrl; verify its kitSha256 before extracting. Keep sha256
20
+ from the independently obtained catalog as RELEASE_HASH. Do not use today's
21
+ company universe for an earlier decision. The kit is flat and has no nested paths.
22
+ 3. From the extracted directory:
23
+ python3 replay.py verify --release . --sha256 RELEASE_HASH
24
+ python3 replay.py fetch --release . --sha256 RELEASE_HASH --cik 0001769628 --cache packets
25
+ python3 replay.py replay --release . --sha256 RELEASE_HASH --cik 0001769628 --cache packets --as-of UTC_CUTOFF
26
+ Replace --cik with --all only for fetch to download the whole pinned universe.
27
+ Fetch performs bounded-size reads of fixed AhaSignals HTTPS packet URLs, at most
28
+ two sequential requests per second. Redirects and hash mismatches fail. Existing
29
+ valid cached packets are reused. Replay and verification never use the network.
30
+
31
+ UTC_CUTOFF must be a full UTC instant, for example 2026-09-26T00:00:00Z; this is an
32
+ input example, not a claim that a release exists on that date. Missing releases,
33
+ companies or local packets return unavailable with a nonzero exit, never zero data.
34
+
35
+ ## Time and selection boundaries
36
+
37
+ frozenAt is when this release was constructed, not when it first became available
38
+ on the public web. sourceAsOf is the source collection run's finish time. Each fact
39
+ keeps filedDate (date precision only), financial period and firstObservedAt. Initial
40
+ historical facts were collected later: 2023 figures collected in 2026 cannot establish
41
+ what AhaSignals knew in 2023. A cutoff before the first release is unavailable even
42
+ if its underlying packet was constructed earlier. Replay is release-granular.
43
+
44
+ The screen uses SEC non-affiliate public float >= USD 10 billion, not live market
45
+ cap or index membership. Coverage is selective: entity-wide standard US-GAAP USD
46
+ facts. Original cumulative periods are preserved. A passing structural comparison
47
+ is not proof of constant business scope. Candidates, stale observations, failed
48
+ collections, exited members and unreviewed guidance are explicit. Cadence is best
49
+ effort; successful publication does not imply all sources were collected successfully.
50
+
51
+ ## Changes and review
52
+
53
+ review-candidates.jsonl compares retained packets between releases. Value differences
54
+ under the same concept/unit/period require review, even under the same accession.
55
+ Facts leaving currentIds may reflect the rolling period window. Neither proves a
56
+ restatement. The first release supplies a baseline and has no prospective revision
57
+ claims. No candidate becomes an evaluation answer without a separate reviewed release.
58
+
59
+ Cite the frozen release hash, company CIK, packet hash, fact ID, reporting period and
60
+ first observation time. Keep the linked source filing and research boundaries.
61
+ AhaSignals is independent of the SEC and covered issuers. Research only.
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+ 8dfc9abca906bbc3a5515adc826510e466d4d40a68dd9cfaa46c427b255c53ca README.md
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+ c4af289b50f5d7c1bc18233c9b00f875f335514701dfe80ccd2824a030331b2c citation.bib
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+ bc75cfb089b0e893e00040f0b1b140e0df1b482d6ab0cb0e449ff0265d196bc2 coverage.json
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+ 63120e38c813afb3330a276b127c4a08d21164e6760b0e11982fab193a20f74d packet.py
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+ 4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9 release.json
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+ a9bf8285e2d0dc064c8e230dd3365813d74a4af85ca63a718fb30ea301249698 snapshot.json
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+ ee67ee286efc23c1e2745bea879da73f3d4b7695d3954fcb33b76371a36a46bb study.json
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@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ @misc{ahasignals_company_pit_20261002,
2
+ author = {{AhaSignals}},
3
+ title = {Company disclosure PIT observations},
4
+ year = {2026},
5
+ note = {Frozen 2026-10-02T10:08:24Z; source index SHA-256 a9bf8285e2d0dc064c8e230dd3365813d74a4af85ca63a718fb30ea301249698},
6
+ url = {https://ahasignals.com/research/company-pit-observations/}
7
+ }
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/coverage.json ADDED
The diff for this file is too large to render. See raw diff
 
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/packet.py ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python3
2
+ """Verify a pinned AhaSignals company packet and select facts known at a UTC cutoff."""
3
+ import argparse
4
+ import datetime as dt
5
+ import hashlib
6
+ import json
7
+ import math
8
+ from pathlib import Path
9
+ import re
10
+
11
+ FACT_KEYS={'cik','concept','label','unit','value','start','end','filedDate','accession','form','id','firstObservedAt','firstSourceSha256','sourceUrl'}
12
+ PACKET_KEYS={'cik','name','tickers','exchanges','sic','sicDescription','sector','screen','factsSource','submissionSource','version','publisher','facts','currentIds','comparisons','comparativeChanges','guidanceStatus','scope','reviewStatus','previousSha256','recordedAt','contentSignature'}
13
+ CONCEPTS={'Revenues','RevenueFromContractWithCustomerExcludingAssessedTax','SalesRevenueNet','NetIncomeLoss','NetCashProvidedByUsedInOperatingActivities','PaymentsToAcquirePropertyPlantAndEquipment','Assets','CashAndCashEquivalentsAtCarryingValue'}
14
+
15
+ def instant(v):
16
+ if not isinstance(v,str) or not re.fullmatch(r'\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z',v):raise ValueError('UTC instant required')
17
+ return dt.datetime.fromisoformat(v.replace('Z','+00:00'))
18
+
19
+ def check(condition,why):
20
+ if not condition:raise ValueError(why)
21
+
22
+ def sha(v):return isinstance(v,str) and bool(re.fullmatch('[a-f0-9]{64}',v))
23
+
24
+ def verify(data,expected):
25
+ check(sha(expected) and hashlib.sha256(data).hexdigest()==expected,'packet SHA-256 mismatch')
26
+ p=json.loads(data)
27
+ check(set(p)==PACKET_KEYS and p['publisher']=='AhaSignals' and p['version']=='1.0.0','unknown packet fields/version')
28
+ check(bool(re.fullmatch(r'\d{10}',p['cik'])),'invalid CIK')
29
+ check(p['previousSha256'] is None or sha(p['previousSha256']),'invalid parent hash')
30
+ instant(p['recordedAt'])
31
+ for field,route in [('factsSource','api/xbrl/companyfacts'),('submissionSource','submissions')]:
32
+ s=p[field];check(set(s)=={'url','sha256','observedAt'} and sha(s['sha256']),'unknown source fields')
33
+ check(s['url']==f'https://data.sec.gov/{route}/CIK{p["cik"]}.json','source issuer mismatch')
34
+ check(instant(s['observedAt'])<=instant(p['recordedAt']),'source observed after packet')
35
+ check(set(p['screen'])=={'status','measurement'},'screen fields')
36
+ m=p['screen']['measurement']
37
+ if m:
38
+ check(set(m)=={'val','end','filed','accn','unit','concept','sourceUrl'},'measurement fields')
39
+ check(m['unit']=='USD' and m['concept']=='dei:EntityPublicFloat','wrong float unit/concept')
40
+ check(m['end']<=p['submissionSource']['observedAt'][:10] and m['filed']<=p['submissionSource']['observedAt'][:10],'future float')
41
+ ids=set()
42
+ for r in p['facts']:
43
+ check(set(r)==FACT_KEYS,'unknown fact fields')
44
+ check(r['cik']==p['cik'] and r['unit']=='USD' and r['concept'] in {'us-gaap:'+c for c in CONCEPTS},'unsupported fact')
45
+ check(isinstance(r['value'],(int,float)) and not isinstance(r['value'],bool) and math.isfinite(r['value']),'invalid value')
46
+ check(sha(r['id']) and sha(r['firstSourceSha256']) and r['id'] not in ids,'invalid/duplicate fact ID');ids.add(r['id'])
47
+ check(bool(re.fullmatch(r'\d{10}-\d{2}-\d{6}',r['accession'])),'invalid accession')
48
+ check(r['sourceUrl']==f'https://www.sec.gov/Archives/edgar/data/{int(p["cik"])}/{r["accession"].replace("-", "")}/{r["accession"]}-index.htm','unexpected filing URL')
49
+ check(r['filedDate']<=r['firstObservedAt'][:10] and r['end']<=r['firstObservedAt'][:10],'future fact')
50
+ check(instant(r['firstObservedAt'])<=instant(p['recordedAt']),'future observation')
51
+ if r['start']:check(r['start']<=r['end'],'negative period')
52
+ check(len(set(p['currentIds']))==len(p['currentIds']) and set(p['currentIds'])<=ids,'unknown current fact')
53
+ for c in p['comparisons']:
54
+ check(set(c)=={'concept','currentId','priorId','growthPercent','reason'},'comparison fields')
55
+ check(c['currentId'] in ids and (c['priorId'] is None or c['priorId'] in ids),'unknown comparison input')
56
+ for c in p['comparativeChanges']:
57
+ check(set(c)=={'concept','start','end','factIds','status','reason'} and set(c['factIds'])<=ids,'change fields')
58
+ return p
59
+
60
+ def replay(p,as_of):
61
+ cutoff=instant(as_of)
62
+ # Applying today's currentIds to an older date would leak removals and eligibility changes.
63
+ check(instant(p['recordedAt'])<=cutoff,'Use a retained packet recorded no later than as-of; this observation packet did not exist yet')
64
+ current_ids=set(p['currentIds'])
65
+ rows=[r for r in p['facts'] if r['id'] in current_ids and instant(r['firstObservedAt'])<=cutoff]
66
+ return {'publisher':'AhaSignals','asOf':as_of,'cik':p['cik'],'packetRecordedAt':p['recordedAt'],
67
+ 'scope':'Observed facts, not proof of historical market-wide availability. Original durations remain unchanged.',
68
+ 'facts':rows,'comparisons':p['comparisons'],'guidanceStatus':p['guidanceStatus']}
69
+
70
+ if __name__=='__main__':
71
+ a=argparse.ArgumentParser();a.add_argument('packet',type=Path);a.add_argument('--sha256',required=True);a.add_argument('--as-of',required=True);v=a.parse_args()
72
+ print(json.dumps(replay(verify(v.packet.read_bytes(),v.sha256),v.as_of),ensure_ascii=False,indent=2))
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+ size 135683
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/release.json ADDED
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1
+ {"boundary":"Retained observation universe from this construction clock onward. Not historical market-wide availability, investment advice, or the frozen PIT evaluation benchmark.","builderSha256":"0319635eac19b78124aa1be991b24ccf04f9f9d0705c53d058748cb9be42a311","files":{"README.md":"8dfc9abca906bbc3a5515adc826510e466d4d40a68dd9cfaa46c427b255c53ca","citation.bib":"c4af289b50f5d7c1bc18233c9b00f875f335514701dfe80ccd2824a030331b2c","coverage.json":"bc75cfb089b0e893e00040f0b1b140e0df1b482d6ab0cb0e449ff0265d196bc2","packet.py":"63120e38c813afb3330a276b127c4a08d21164e6760b0e11982fab193a20f74d","replay.py":"76594ba621a3fcf848d68a7ac8239d380a267ede134b0457991234d56ef1d817","review-candidates.jsonl":"318aef076450774698c06dd431d73a2201b2900729916b6999138af74ac9fab5","screen.json":"8cf98357d23eec05c01a208a4f585d804e2b138da18b63e91d65c1868a60a1bc","snapshot.json":"a9bf8285e2d0dc064c8e230dd3365813d74a4af85ca63a718fb30ea301249698","study.json":"ee67ee286efc23c1e2745bea879da73f3d4b7695d3954fcb33b76371a36a46bb"},"frozenAt":"2026-10-02T10:08:24Z","previousReleaseSha256":"2cdaa02480604dc9ceddabd0d77e78354d9e6151caef5343ab03762a98da0bf7","publisher":"AhaSignals","sourceAsOf":"2026-10-02T10:07:28Z","sourceIndexSha256":"a9bf8285e2d0dc064c8e230dd3365813d74a4af85ca63a718fb30ea301249698","version":"1.0.0"}
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/replay.py ADDED
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1
+ #!/usr/bin/env python3
2
+ """AhaSignals company PIT release selection, verification and offline replay."""
3
+ import argparse,datetime as dt,hashlib,json,re,time,urllib.request
4
+ from pathlib import Path
5
+ import sys
6
+ sys.dont_write_bytecode=True
7
+ import packet
8
+
9
+ PAGE='https://ahasignals.com/research/company-pit-observations/'
10
+ ROOT='https://ahasignals.com/data/company-pit/v1/'
11
+ FILES={'snapshot.json','screen.json','study.json','coverage.json','review-candidates.jsonl','replay.py','packet.py','README.md','citation.bib'}
12
+ def encode(v):return (json.dumps(v,ensure_ascii=False,sort_keys=True,separators=(',',':'))+'\n').encode()
13
+ def digest(b):return hashlib.sha256(b).hexdigest()
14
+ def check(ok,why):
15
+ if not ok:raise ValueError(why)
16
+ def select(index,as_of):
17
+ cutoff=packet.instant(as_of)
18
+ rows=index['releases'];seen=set();previous=None
19
+ for r in rows:
20
+ check(packet.sha(r['sha256']) and r['sha256'] not in seen,'Invalid or duplicate release hash');seen.add(r['sha256'])
21
+ clock=packet.instant(r['frozenAt']);check(previous is None or clock>previous,'Unordered release catalog');previous=clock
22
+ check(r['releaseUrl']==ROOT+'releases/'+r['sha256']+'/release.json','Unexpected release URL')
23
+ eligible=[r for r in rows if packet.instant(r['frozenAt'])<=cutoff]
24
+ return eligible[-1] if eligible else None
25
+
26
+ def verify(folder,expected):
27
+ folder=Path(folder);raw=(folder/'release.json').read_bytes()
28
+ check(packet.sha(expected) and digest(raw)==expected,'Release SHA-256 mismatch')
29
+ r=json.loads(raw)
30
+ check(set(r)=={'version','publisher','frozenAt','sourceAsOf','sourceIndexSha256','previousReleaseSha256','builderSha256','files','boundary'},'Unknown release fields')
31
+ check(r['version']=='1.0.0' and r['publisher']=='AhaSignals','Unknown release contract')
32
+ clock=packet.instant(r['frozenAt']);check(packet.instant(r['sourceAsOf'])<=clock,'Future source snapshot')
33
+ check(set(r['files'])==FILES and packet.sha(r['builderSha256']),'Unexpected release files')
34
+ check(r['previousReleaseSha256'] is None or packet.sha(r['previousReleaseSha256']),'Invalid release parent')
35
+ for name,sha in r['files'].items():check(packet.sha(sha) and digest((folder/name).read_bytes())==sha,'File hash mismatch: '+name)
36
+ i=json.loads((folder/'snapshot.json').read_bytes());c=json.loads((folder/'coverage.json').read_bytes())
37
+ check(digest(encode(i))==r['sourceIndexSha256'] and i['asOf']==r['sourceAsOf'],'Source index mismatch')
38
+ check(i['screenSha256']==digest((folder/'screen.json').read_bytes()) and i['studySha256']==digest((folder/'study.json').read_bytes()),'Source report mismatch')
39
+ check(len(i['companies'])==c['companyCount'] and len(c['companies'])==c['companyCount'],'Coverage count mismatch')
40
+ check(len({x['cik'] for x in i['companies']})==len(i['companies']),'Duplicate issuer')
41
+ for e in i['companies']:
42
+ check(re.fullmatch(r'\d{10}',e['cik']) and packet.sha(e['sha256']),'Invalid company identity')
43
+ check(e['packetUrl']=='/data/company-evidence/v1/packets/'+e['sha256']+'.json','Unexpected packet URL')
44
+ check(packet.instant(e['updatedAt'])<=clock and packet.instant(e['lastCheckedAt'])<=clock,'Company clock after release')
45
+ check(c['frozenAt']==r['frozenAt'],'Coverage clock mismatch')
46
+ return r,i,c
47
+
48
+ def replay(folder,expected,as_of,cik,cache):
49
+ r,i,c=verify(folder,expected);cutoff=packet.instant(as_of)
50
+ check(packet.instant(r['frozenAt'])<=cutoff,'Release unavailable at cutoff; select an older retained release. No backdating.')
51
+ entry=next((e for e in i['companies'] if e['cik']==cik),None)
52
+ check(entry is not None,'Issuer absent from this frozen universe; do not use current membership')
53
+ p=packet.verify((Path(cache)/(entry['sha256']+'.json')).read_bytes(),entry['sha256'])
54
+ check(p['cik']==cik and p['recordedAt']==entry['updatedAt'],'Wrong issuer or packet clock')
55
+ check(packet.instant(p['recordedAt'])<=packet.instant(r['frozenAt']),'Packet created after release')
56
+ result=packet.replay(p,as_of)
57
+ result.update(releaseSha256=expected,releaseFrozenAt=r['frozenAt'],sourceIndexSha256=r['sourceIndexSha256'],packetSha256=entry['sha256'],screenStatus=entry['status'],collectionError=entry['collectionError'],boundary='Facts and membership of this pinned release, not a live query. Select the latest retained release no later than the requested cutoff. A later cutoff does not refresh these observations; no proof of first public web availability.')
58
+ return result
59
+
60
+ def fetch(folder,expected,cache,cik=None,all_companies=False):
61
+ _,i,_=verify(folder,expected)
62
+ check(bool(cik)!=bool(all_companies),'Choose exactly one CIK or --all')
63
+ entries=i['companies'] if all_companies else [e for e in i['companies'] if e['cik']==cik]
64
+ check(bool(entries),'Issuer absent from frozen universe')
65
+ cache=Path(cache);cache.mkdir(parents=True,exist_ok=True)
66
+ class NoRedirect(urllib.request.HTTPRedirectHandler):
67
+ def redirect_request(self,*args,**kwargs):return None
68
+ opener=urllib.request.build_opener(NoRedirect)
69
+ for e in entries:
70
+ dest=cache/(e['sha256']+'.json')
71
+ if dest.exists():
72
+ p=packet.verify(dest.read_bytes(),e['sha256']);check(p['cik']==e['cik'],'Cached issuer mismatch');continue
73
+ # Only AhaSignals normalized public packets; never request SEC or a supplied host.
74
+ req=urllib.request.Request('https://ahasignals.com'+e['packetUrl'],headers={'User-Agent':'AhaSignals-PIT-replay/1.0'})
75
+ with opener.open(req,timeout=30) as response:raw=response.read(10_000_001)
76
+ check(len(raw)<=10_000_000,'Packet exceeds size limit');p=packet.verify(raw,e['sha256']);check(p['cik']==e['cik'],'Issuer mismatch')
77
+ dest.write_bytes(raw);time.sleep(.5)
78
+ return {'verifiedPackets':len(entries),'boundary':'Previously cached valid packets are reused. No credentials or SEC requests.'}
79
+
80
+ def main():
81
+ a=argparse.ArgumentParser(description=__doc__);a.add_argument('command',choices=['select','verify','fetch','replay']);a.add_argument('--catalog',type=Path);a.add_argument('--release',type=Path);a.add_argument('--sha256');a.add_argument('--as-of');a.add_argument('--cik');a.add_argument('--all',action='store_true');a.add_argument('--cache',type=Path,default=Path('packets'));v=a.parse_args()
82
+ try:
83
+ if v.command=='select':
84
+ check(v.catalog is not None and v.as_of is not None,'--catalog and --as-of required');result=select(json.loads(v.catalog.read_bytes()),v.as_of);check(result is not None,'No retained release at or before cutoff')
85
+ else:
86
+ check(v.release is not None and v.sha256 is not None,'--release and externally pinned --sha256 required')
87
+ if v.command=='verify':r,i,c=verify(v.release,v.sha256);result={'verified':True,'frozenAt':r['frozenAt'],'companyCount':len(i['companies']),'coverageStatus':c['status']}
88
+ elif v.command=='fetch':result=fetch(v.release,v.sha256,v.cache,v.cik,v.all)
89
+ else:
90
+ check(v.as_of is not None and v.cik is not None,'--as-of and --cik required');result=replay(v.release,v.sha256,v.as_of,v.cik,v.cache)
91
+ print(json.dumps(result,ensure_ascii=False,indent=2))
92
+ except (ValueError,KeyError,FileNotFoundError,TypeError) as e:a.exit(2,'Unavailable: '+str(e)+'\n')
93
+ if __name__=='__main__':main()
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/review-candidates.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"boundary":"May reflect the rolling period window; not proof of a source deletion.","cik":"0000707549","firstObservedAt":"2026-10-02T10:04:03Z","kind":"left-current-selection","newFactId":null,"packetSha256":"723d0c2ecab0cf7cb9657528c2062172aa4f1ebcef411f69c23d3644c4cc7988","previousFactIds":["2863f5ba3ed9c5a62a26d573c440bdf072f80e67eda6443925cf518322e60279","2f6c5f181826c94d6cf36c1f756a95b374a1a7251fbbc695139cbc564442a658","439b1e935ac40153f58fa33fb7bc0c534d39df8d16096f34be856bfa9ab5567a","6ee0d075221c3b1c5fb273c55f803a3e6233ea49c7c7002f31e03b55c1416fdb","6f5ae0ff049352d2d43c42b5b01d4557883fc7115faf385f1c702e930b7063ca","ab9ef2015bde717d70eb9307e7d517122332e3d720db9a1688bbc7bd9270af2a","c637aae16b4f5cfe9431ae4036192e3f5accd83289a1459bab8fd816ef95047d","ccc8786663cec66b045d7b5b069bb52416c10acd2fb2eaed1bcf3e8228b83a21","ffb572d6ac9750c173c3b3e210689cb07a4a35f4645fe2a8fc9f30575f39238a"],"previousPacketSha256":"ef702a1e4c86d4deb84c3bfdd92fc07fc06d6781abf49575758202a239b41642","reviewStatus":"not-reviewed"}
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/screen.json ADDED
The diff for this file is too large to render. See raw diff
 
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/snapshot.json ADDED
The diff for this file is too large to render. See raw diff
 
upstream/releases/4c2defa47da65a1c4e9b7d7f2e6f1a3cbd52fa23708981b821ce69d09ca298b9/study.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"asOf":"2026-10-02T10:07:28Z","automaticallyReviewedGuidanceCount":0,"changedContextCount":2128,"companyCount":625,"comparisonReasons":{"changed-comparative-requires-review":80,"no-compatible-prior-annual-period":40,"nonpositive-prior-denominator":83,"same-concept-annual-arithmetic":2147},"method":"Same-concept annual arithmetic only. Different comparative values, ambiguous periods and nonpositive denominators suppress growth. No cross-company economic ranking.","profiles":{"Banking and credit":34,"Chemicals and pharmaceuticals":38,"Communications and utilities":53,"Equipment and electronics":134,"Insurance":35,"Other finance and real estate":34,"Other manufacturing":55,"Other operating companies":58,"Real estate trusts":32,"Resources and construction":24,"Software and computer services":60,"Trade":50,"Transport":18},"publisher":"AhaSignals"}