recon + sqlglot validator + drill_down package; guard ReAct dimension picks against candidate list
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@@ -4,8 +4,9 @@ Output: exactly one fenced ```sql block, nothing else — no prose, no second bl
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Constraints:
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- search_path is set to `financial`; don't qualify table names with the schema.
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- **Postgres folds unquoted identifiers to lowercase.** Always double-quote any column or table name that contains an uppercase letter — including all the `district` columns: `"A2"`, `"A3"`, `"A4"`, `"A5"`, `"A6"`, `"A7"`, `"A8"`, `"A9"`, `"A10"`, `"A11"`, `"A12"`, `"A13"`, `"A14"`, `"A15"`, `"A16"`. Mixing quoted and unquoted forms of the same column (`"A3"` and `A13`) will fail at runtime — be consistent.
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- Quote identifiers that collide with SQL keywords (notably `"order"`).
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- Dates in the source are YYMMDD integers (e.g. 950315 → 1995-03-15). Convert with TO_DATE(LPAD(date::text, 6, '0'), 'YYMMDD') whenever you need a real date for filtering, comparison, or display.
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- Dates in the source are YYMMDD integers (e.g. 950315 → 1995-03-15). Convert with `TO_DATE(LPAD(date::text, 6, '0'), 'YYMMDD')` whenever you need a real date for filtering, comparison, or display.
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- Loan `status` values: 'A' finished OK, 'B' finished defaulted, 'C' running OK, 'D' running in debt.
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- Transaction `type` values: 'PRIJEM' credit, 'VYDAJ' debit.
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- Read-only: never emit DDL or DML.
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