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Replace nullif(col, 'z') casts with safe_numeric macro across KS2, KS4, and admissions staging models. The regex-based macro treats any non-numeric string (z, c, x, q, u, etc.) as NULL without needing an explicit list. Also fix FSM_eligible_percent column quoting in stg_ees_admissions — target- postgres stores mixed-case column names quoted, so unquoted references were being folded to fsm_eligible_percent by PostgreSQL. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
10 lines
391 B
SQL
10 lines
391 B
SQL
{#
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safe_numeric(col)
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Casts a string column to numeric, treating any non-numeric value as NULL.
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Handles all EES suppression codes (z, c, x, q, u, etc.) without needing
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an explicit list — any string that doesn't look like a number becomes NULL.
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#}
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{% macro safe_numeric(col) -%}
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CASE WHEN {{ col }} ~ '^-?[0-9]+(\.[0-9]+)?$' THEN {{ col }}::numeric ELSE NULL END
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{%- endmacro %}
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