# SQL Analyzer Library (`sql_analyzer`) ## Purpose The SQL Analyzer library provides functionality to parse, analyze, and manipulate SQL queries within a Rust/Tokio environment. It is designed to: 1. **Extract Structural Information**: Identify tables, columns, joins, and Common Table Expressions (CTEs) used within a SQL query. 2. **Trace Lineage**: Understand the relationships between tables, especially how joins connect them, including lineage through CTEs. 3. **Semantic Layer Integration**: Validate queries against a defined semantic layer (metrics, filters, relationships) and substitute semantic elements with their underlying SQL expressions. 4. **Row-Level Security**: Rewrite queries to enforce row-level filtering by injecting CTEs based on provided filter conditions. ## Key Features - **Comprehensive Parsing**: Leverages the `sqlparser` crate to handle a wide range of SQL dialects and constructs. - **Lineage Tracking**: - Extracts base tables, including schema/database qualifiers and aliases. - Identifies joins and their conditions, linking them back to the original tables involved. - Recursively analyzes CTEs, mapping CTE columns back to their source tables and columns. - **Vague Reference Detection**: Flags potentially ambiguous references like unqualified column names or tables without schema identifiers (configurable behavior). - **Semantic Layer**: - **Validation**: Checks if a query adheres to predefined metrics, filters, and allowed join paths (`validate_semantic_query`). - **Substitution**: Replaces metric and filter placeholders in the SQL with their actual SQL expressions (`substitute_semantic_query`). - **Combined**: Performs validation and substitution in one step (`validate_and_substitute_semantic_query`). - **Row-Level Filtering**: Automatically rewrites SQL queries to include row-level filters by wrapping table references in CTEs (`apply_row_level_filters`). - **Async API**: Provides non-blocking functions suitable for integration into asynchronous applications (like web servers using Tokio). ## Basic Usage ### Analyzing a Query for Structure and Lineage ```rust use sql_analyzer::{analyze_query, QuerySummary, SqlAnalyzerError}; #[tokio::main] async fn main() -> Result<(), anyhow::Error> { let sql = """ WITH regional_sales AS ( SELECT region, SUM(amount) as total_sales FROM sales s JOIN regions r ON s.region_id = r.id GROUP BY region ) SELECT u.name, rs.total_sales FROM users u JOIN regional_sales rs ON u.region = rs.region WHERE u.status = 'active'; """.to_string(); match analyze_query(sql).await { Ok(summary: QuerySummary) => { println!("--- Query Analysis Summary ---"); println!("Tables: {:?}", summary.tables); println!("Joins: {:?}", summary.joins); println!("CTEs: {:?}", summary.ctes); // Explore summary.ctes[...].summary for CTE lineage }, Err(e: SqlAnalyzerError) => { eprintln!("SQL Analysis Error: {}", e); } } Ok(()) } ``` *(See `src/lib.rs` for examples of semantic layer and row-level filtering usage)* ## Testing The library includes a comprehensive test suite to ensure correctness and robustness: - **Unit Tests (`src/lib.rs`, `src/utils/semantic.rs`)**: Focus on testing specific functions and logic units, particularly around semantic layer validation and substitution rules. - **Integration Tests (`tests/integration_tests.rs`)**: Cover end-to-end scenarios, including: - Parsing various SQL constructs (joins, CTEs, subqueries, unions). - Verifying lineage tracking accuracy. - Testing semantic layer features (validation, substitution, parameters). - Testing row-level filter rewriting logic under different conditions (existing CTEs, subqueries, schema qualification). - Handling edge cases and potential errors (invalid SQL, vague references, complex queries). - **Doc Tests**: Examples embedded in the documentation are tested to ensure they remain valid. The tests cover a wide range of SQL scenarios, including complex joins, nested CTEs, various semantic layer configurations, and different row-level filtering requirements. You can run the tests using: ```bash cargo test -p sql_analyzer -- --test-threads=1 --nocapture ```