Yicong-Huang opened a new issue, #6144:
URL: https://github.com/apache/texera/issues/6144

   ### Task Summary
   
   After pulling main, a newly added `sql/updates/N.sql` breaks 
`bin/local-dev.sh up`: jOOQ codegen reads the live postgres at sbt-compile time 
and fails with `not found: value <NEW_TABLE>` (seen with 27.sql / 
`workflow_cover_image`). `infra_ensure_db_schema` only bootstraps 
`sql/texera_ddl.sql` on a fresh DB; nothing applies updates to an existing 
local DB — the official `sql/docker-compose.yml` liquibase runner is manual, 
undocumented, and its creds don't match local-dev's.
   
   Teach local-dev to reconcile the schema before any build: parse the 
changeSets from `sql/changelog.xml`, compare with liquibase's 
`databasechangelog` table, and psql-apply the missing `sql/updates/N.sql` in 
order, recording applications in `databasechangelog` (liquibase-compatible, 
MD5SUM left NULL for recompute). On fresh bootstrap, seed all changeSets as 
applied (the DDL already contains them). Fail fast with a clear message if an 
update errors.
   
   ### Task Type
   
   - [x] Refactor / Cleanup
   - [x] DevOps / Deployment / CI
   - [ ] Testing / QA
   - [ ] Documentation
   - [ ] Performance
   - [ ] Other


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