# Function: grok_validate_order_by_columns ## Overview This function validates that specified order-by columns exist in a source table and contain data that can be parsed as timestamps, ensuring they can be used for deterministic ordering. ## Schema `config.grok_validate_order_by_columns` ## Parameters - `source_schema` (text): Schema containing the source table - `source_table` (text): Name of the source table - `order_by_columns` (text[]): Array of column names to validate ## Return Value Returns a text array containing warning messages for any issues found: ``` { "Warning: column_name not found in schema.table", "Warning: column_name contains unparseable timestamp data: error message" } ``` ## Description This function validates columns intended for use in ORDER BY clauses, particularly for generating synthetic keys in materialized views. It performs two types of validation: 1. **Existence Check**: Verifies each column exists in the specified table 2. **Timestamp Parsing**: Tests if each column's data can be parsed as a timestamp For timestamp parsing, the function attempts to convert the column data using: ```sql TO_TIMESTAMP(SUBSTRING(NULLIF(column, ''), 1, 19), 'YYYY-MM-DD HH24:MI:SS') ``` This validation approach ensures that: - Columns are valid for the source table - Timestamp columns can be parsed consistently - The ORDER BY clause will produce deterministic results ## Timestamp Parsing Details The timestamp parsing logic: - Uses NULLIF to handle NULL values - Takes only the first 19 characters using SUBSTRING - Uses a fixed format of 'YYYY-MM-DD HH24:MI:SS' This standardized parsing ensures consistent ordering behavior regardless of the actual format stored in the column. ## Error Handling The function collects warnings without failing, allowing for a complete validation report: - Missing columns generate a warning - Unparseable timestamp data generates a warning with the specific error - If an unexpected error occurs, it returns a general error message ## Dependencies This function is likely called by other functions that create materialized views to validate order-by columns before using them. ## Usage Example ```sql SELECT config.grok_validate_order_by_columns( 'public', 'customers', ARRAY['created_at', 'updated_at'] ); ```