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CCDB 2.5: AI readiness — readiness profile, job usage record, tag export for a DOI, checked metadata - #128

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v2-mainfrom

ai-ready

Nov 4, 2026

Merged

CCDB 2.5: AI readiness — readiness profile, job usage record, tag export for a DOI, checked metadata#128
DraTeots merged 27 commits into
v2-mainfrom
ai-ready

Commits on Nov 3, 2026
- Plan: CCDB 2.5 AI-readiness program (PHASE-A0 to A5)
  
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- Readiness profile: ccdb.readiness.profile counts metadata, history and data
  
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- CLI: `ccdb db readiness [--stale-years N] [--json]` prints the readiness profile
  
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- HTTP API: GET /api/v1/readiness serves the readiness profile, cached an hour
  
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- MCP: the `readiness(stale_years)` tool answers the readiness profile
  
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- Web GUI: /readiness shows the readiness profile with one bar per share
  
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- Docs: the AI readiness page and `db readiness` in the CLI and HTTP API pages
  
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- Plan: the record of resolved assignments is off by default (EnableUsageRecord), C++ and Python
  
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- Usage record: which assignment each request resolved to, off by default
  
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- JANA2 service: startup log with a warning, and ccdb:provenance writes the usage record
  
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- CLI: `ccdb provenance FILE.json [--tag]` checks a job's record against the database
  
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- Docs: what a job resolved, in the JANA2, C++, Python and CLI pages
  
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Commits on Nov 4, 2026
- Tags carry properties: `prop set @NAME KEY VALUE`, shown by tag, info, API, MCP and GUI
  
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- CLI: `ccdb export tag @NAME -o DIR` writes a tag as a SQLite file, its hash and a DataCite record
  
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- C++: the [export] test opens a tag exported by `ccdb export tag`
  
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- Tag export: the instance contact is the ContactPerson of the DataCite record
  
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- Docs: tag properties and the export of a tag
  
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- UCUM units: ccdb.ucum checks them, mktbl warns, the profile counts them
  
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- Property vocabulary: prop set warns outside it, --free, property_names, /api/v1/properties/vocabulary
  
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- Data cards as schema.org Dataset: /card?format=jsonld and a JSON-LD block on the GUI card page
  
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- Docs: UCUM units, the property vocabulary and JSON-LD cards
  
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- Example: Great Expectations checks a Parquet export of a CCDB table
  
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- Docs: checks with Great Expectations, and the AI-ready items of the index
  
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- Plan: the state of the program and its deviations from the phases as written
  
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- Docs check: vocabulary_table.py loads ccdb/vocabulary.py by path, so it runs without SQLAlchemy
  
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- JSON-LD url from the instance property, and the MySQL C++ job exports a tag
  
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- Docs: the GlueX AI-readiness study cited by its arXiv authors and id (arXiv:2609.34987)
  
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Commits

Commits on Nov 3, 2026

Commits on Nov 4, 2026