commit 61898e6debe80573db667f329be51917a14ee0dd
Author: trogers1884 <trogers1884@tutanota.com>
Date:   Wed Mar 26 10:48:15 2025 -0500

    Add Dependency Map

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+# PostgreSQL Function Dependency Map
+
+## Overview
+
+This document maps the dependencies between the PostgreSQL functions in the `config` schema. The functions are organized into two main subsystems:
+
+1. **Table Analysis Subsystem**: Functions for analyzing tables to identify optimal keys, partitioning strategies, and data quality issues
+2. **Materialized View Management Subsystem**: Functions for creating, monitoring, and maintaining materialized views
+
+## Table Analysis Subsystem
+
+### Main Entry Point
+- `config.grok_analyze_table_fitness` - Orchestrates the complete table analysis process
+
+### Dependency Hierarchy
+
+```
+grok_analyze_table_fitness
+├── grok_calculate_sample_size
+├── grok_create_temp_table
+├── grok_analyze_column_stats
+├── grok_identify_order_by_candidates
+├── grok_analyze_column_combinations
+├── grok_calculate_dqi
+└── grok_assemble_result
+```
+
+### Function Relationships
+
+1. `grok_analyze_table_fitness`
+   - Calls `grok_calculate_sample_size` to determine appropriate sample size
+   - Calls `grok_create_temp_table` to create a temporary copy of the source table
+   - Calls `grok_analyze_column_stats` for each column to analyze its characteristics
+   - Calls `grok_identify_order_by_candidates` to find columns suitable for ordering
+   - Calls `grok_analyze_column_combinations` to identify potential composite keys
+   - Calls `grok_calculate_dqi` to calculate the Data Quality Index
+   - Calls `grok_assemble_result` to prepare the final results and clean up
+
+2. `grok_analyze_column_stats`
+   - No dependencies on other functions
+   - Results are used by `grok_analyze_column_combinations`, `grok_identify_order_by_candidates`, and `grok_calculate_dqi`
+
+3. `grok_calculate_dqi`
+   - Uses data from `grok_analyze_column_stats`
+   - No direct function dependencies
+
+4. `grok_create_temp_table`
+   - No dependencies on other functions
+   - Creates temporary tables used by other analysis functions
+
+## Materialized View Management Subsystem
+
+### Main Entry Points
+- `grok_create_optimized_matv` - Creates an optimized materialized view system
+- `grok_manage_matv_health` - Monitors and maintains materialized view health
+
+### Dependency Hierarchy for Creation
+
+```
+grok_create_optimized_matv
+├── grok_generate_column_lists (not explicitly called but similar functionality)
+├── grok_generate_synthetic_key_and_hash (not explicitly called but similar functionality)
+└── grok_create_indexes (not explicitly called but similar functionality)
+```
+
+### Dependency Hierarchy for Health Management
+
+```
+grok_manage_matv_health
+├── grok_check_matv_mismatches
+├── grok_estimate_matv_refresh_time
+└── grok_perform_matv_action (indirectly)
+
+grok_perform_matv_action
+└── (No function dependencies)
+
+grok_assemble_matv_health_result
+└── grok_estimate_matv_refresh_time
+```
+
+### Function Relationships
+
+1. `grok_create_optimized_matv`
+   - Has similar functionality to `grok_generate_column_lists` but doesn't call it directly
+   - Has similar functionality to `grok_generate_synthetic_key_and_hash` but doesn't call it directly
+   - Has similar functionality to `grok_create_indexes` but doesn't call it directly
+   - Creates a complete materialized view system (source view, materialized view, and read views)
+
+2. `grok_manage_matv_health`
+   - Calls `grok_check_matv_mismatches` to detect inconsistencies
+   - Calls `grok_estimate_matv_refresh_time` to estimate refresh times
+   - Contains embedded functionality similar to `grok_perform_matv_action`
+
+3. `grok_perform_matv_action`
+   - No direct function dependencies
+   - Performs maintenance actions on materialized views
+
+4. `grok_assemble_matv_health_result`
+   - Calls `grok_estimate_matv_refresh_time` to get refresh time estimates
+   - Formats health check results
+
+5. `grok_check_matv_mismatches`
+   - No direct function dependencies
+   - Performs content hash comparison between source and materialized views
+
+6. `grok_validate_matv_inputs`
+   - No direct function dependencies
+   - Validates materialized view and source view existence
+
+7. `grok_set_validation_params`
+   - No direct function dependencies
+   - Configures validation parameters for health checks
+
+## Utility Functions
+
+1. `grok_calculate_sample_size`
+   - Called by `grok_analyze_table_fitness`
+   - Called by `grok_calculate_matv_sample_size` (though the result is unused)
+
+2. `grok_calculate_matv_sample_size`
+   - Calls `grok_calculate_sample_size` but doesn't use the result
+   - Used for materialized view validation sampling
+
+3. `grok_estimate_matv_refresh_time`
+   - Called by `grok_assemble_matv_health_result`
+   - Called by `grok_manage_matv_health`
+   - Estimates materialized view refresh times
+
+4. `grok_validate_order_by_columns`
+   - No direct function dependencies
+   - Validates timestamp-like columns for ordering
+
+## Integration Points
+
+The two subsystems integrate at these key points:
+
+1. **Table Analysis → Materialized View Creation**:
+   - Analysis results from `grok_analyze_table_fitness` can inform parameters for `grok_create_optimized_matv`
+   - Recommended partition columns and order-by columns can be used directly
+
+2. **Materialized View Management**:
+   - Both `grok_create_indexes` and `grok_create_optimized_matv` create similar index structures
+   - `grok_assemble_matv_result` and `grok_assemble_matv_health_result` format related outputs
+
+## External Dependencies
+
+These functions depend on external database objects:
+
+1. **Table Fitness Audit Table**:
+   - `config.table_fitness_audit` - Stores table analysis results
+
+2. **Materialized View Statistics Tables**:
+   - `public.c77_dbh_matv_stats` - Stores materialized view refresh statistics