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TudorandClaude Fable 5 74ca76d150 fix(api): match missing-column fallbacks on the DBAPI error, not the statement
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str(ProgrammingError) embeds the full SQL, which contains every column
name — the substring check matched any error and could take the wrong
retry branch. Parse the missing column from exc.orig instead.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-09 19:29:58 +01:00
TudorandClaude Fable 5 4d226fd616 test: drop unused fake exception helper
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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-07 13:36:01 +01:00
TudorandClaude Fable 5 a524cdc591 fix(api): survive missing has_sixth_form column and numpy bool serialization 
- data_loader.load_school_data_as_dataframe now catches a ProgrammingError
  whose message mentions has_sixth_form (psycopg2 UndefinedColumn) and
  retries with a NULL-AS-has_sixth_form query variant, so the API keeps
  serving data (and the app.py column-fallback branch stays reachable)
  even before the nightly pipeline has rebuilt marts.dim_school.
- utils.convert_to_native now handles numpy.bool_ so GET /api/schools/{urn}
  doesn't 500 once has_sixth_form is a populated bool-dtype column.
- Update the now-stale comment on the app.py age-range fallback branch.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-07 13:33:25 +01:00
TudorandClaude Fable 5 1d149ffc48 feat(api): drive has_sixth_form filter and payloads from GIAS flag 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-07 10:36:39 +01:00