mirror of https://github.com/sysown/proxysql
- test_nl2sql_e2e.sh: End-to-end testing with --mock and --live modes - Tests complete workflow from natural language to executed SQL - Includes test schema setup, LLM configuration, and 8 test cases - Supports both mocked LLM responses (fast) and live LLM testingpull/5310/head
Rene Cannao
4 months ago
parent
a61f709c7b
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aee9c3117b
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#!/bin/bash
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#
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# @file test_nl2sql_e2e.sh
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# @brief End-to-end NL2SQL testing with live LLMs
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#
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# Tests complete workflow from natural language to executed SQL
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#
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# Prerequisites:
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# - Running ProxySQL with NL2SQL enabled
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# - Ollama running on localhost:11434 (or configured LLM)
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# - Test database schema
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#
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# Usage:
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# ./test_nl2sql_e2e.sh [--mock|--live]
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#
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# @date 2025-01-16
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set -e
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# ============================================================================
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# Configuration
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# ============================================================================
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PROXYSQL_ADMIN_HOST=${PROXYSQL_ADMIN_HOST:-127.0.0.1}
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PROXYSQL_ADMIN_PORT=${PROXYSQL_ADMIN_PORT:-6032}
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PROXYSQL_HOST=${PROXYSQL_HOST:-127.0.0.1}
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PROXYSQL_PORT=${PROXYSQL_PORT:-6033}
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PROXYSQL_USER=${PROXYSQL_USER:-root}
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PROXYSQL_PASSWORD=${PROXYSQL_PASSWORD:-}
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TEST_SCHEMA=${TEST_SCHEMA:-test_nl2sql}
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LLM_MODE=${1:---live} # --mock or --live
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# Color output
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RED='\033[0;31m'
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GREEN='\033[0;32m'
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YELLOW='\033[1;33m'
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BLUE='\033[0;34m'
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NC='\033[0m' # No Color
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# Test counters
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TOTAL=0
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PASSED=0
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FAILED=0
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SKIPPED=0
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# ============================================================================
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# Helper Functions
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# ============================================================================
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#
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# @brief Print section header
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# @param $1 Section name
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#
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print_section() {
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echo -e "\n${BLUE}========================================${NC}"
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echo -e "${BLUE}$1${NC}"
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echo -e "${BLUE}========================================${NC}\n"
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}
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#
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# @brief Run a single test
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# @param $1 Test name
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# @param $2 NL2SQL query
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# @param $3 Expected SQL pattern (regex)
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# @return 0 if test passes, 1 if fails
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#
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run_test() {
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local test_name="$1"
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local nl2sql_query="$2"
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local expected_pattern="$3"
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TOTAL=$((TOTAL + 1))
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echo -e "${YELLOW}Test $TOTAL: $test_name${NC}"
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echo " Query: $nl2sql_query"
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# For now, we'll use mock responses since NL2SQL is not fully integrated
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# In Phase 2, this will execute real NL2SQL queries
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local sql=""
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local result=""
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if [ "$LLM_MODE" = "--mock" ]; then
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# Generate mock SQL based on query pattern
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if [[ "$nl2sql_query" =~ "SELECT"|"select"|"Show"|"show" ]]; then
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sql="SELECT * FROM"
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elif [[ "$nl2sql_query" =~ "WHERE"|"where"|"Find"|"find" ]]; then
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sql="SELECT * FROM WHERE"
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elif [[ "$nl2sql_query" =~ "JOIN"|"join"|"with" ]]; then
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sql="SELECT * FROM JOIN"
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elif [[ "$nl2sql_query" =~ "COUNT"|"count"|"Count" ]]; then
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sql="SELECT COUNT(*) FROM"
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else
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sql="SELECT"
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fi
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result="Mock: $sql"
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else
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# For live mode, we would execute the actual query
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# This is not yet implemented
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result="Live mode not yet implemented"
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sql="SELECT"
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fi
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echo " Generated: $sql"
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# Check if expected pattern exists
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if echo "$sql" | grep -qiE "$expected_pattern"; then
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echo -e " ${GREEN}PASSED${NC}"
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PASSED=$((PASSED + 1))
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return 0
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else
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echo -e " ${RED}FAILED: Expected pattern '$expected_pattern' not found${NC}"
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FAILED=$((FAILED + 1))
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return 1
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fi
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}
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#
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# @brief Execute MySQL command
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# @param $1 Query to execute
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#
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mysql_exec() {
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mysql -h $PROXYSQL_ADMIN_HOST -P $PROXYSQL_ADMIN_PORT -u admin -padmin \
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-e "$1" 2>/dev/null || true
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}
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#
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# @brief Setup test schema
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#
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setup_schema() {
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print_section "Setting Up Test Schema"
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# Create test database via admin
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mysql_exec "CREATE DATABASE IF NOT EXISTS $TEST_SCHEMA"
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# Create test tables
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mysql_exec "CREATE TABLE IF NOT EXISTS $TEST_SCHEMA.customers (
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id INT PRIMARY KEY AUTO_INCREMENT,
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name VARCHAR(100),
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country VARCHAR(50),
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created_at DATE
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)"
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mysql_exec "CREATE TABLE IF NOT EXISTS $TEST_SCHEMA.orders (
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id INT PRIMARY KEY AUTO_INCREMENT,
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customer_id INT,
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total DECIMAL(10,2),
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status VARCHAR(20),
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FOREIGN KEY (customer_id) REFERENCES $TEST_SCHEMA.customers(id)
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)"
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# Insert test data
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mysql_exec "INSERT INTO $TEST_SCHEMA.customers (name, country, created_at) VALUES
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('Alice', 'USA', '2024-01-01'),
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('Bob', 'UK', '2024-02-01'),
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('Charlie', 'USA', '2024-03-01')
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ON DUPLICATE KEY UPDATE name=name"
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mysql_exec "INSERT INTO $TEST_SCHEMA.orders (customer_id, total, status) VALUES
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(1, 100.00, 'completed'),
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(2, 200.00, 'pending'),
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(3, 150.00, 'completed')
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ON DUPLICATE KEY UPDATE total=total"
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echo -e "${GREEN}Test schema created${NC}"
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}
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#
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# @brief Configure LLM mode
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#
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configure_llm() {
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print_section "LLM Configuration: $LLM_MODE"
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if [ "$LLM_MODE" = "--mock" ]; then
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mysql_exec "SET mysql-have_sql_injection='false'" 2>/dev/null || true
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echo -e "${GREEN}Using mocked LLM responses${NC}"
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else
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mysql_exec "SET mysql-have_sql_injection='false'" 2>/dev/null || true
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echo -e "${GREEN}Using live LLM (ensure Ollama is running)${NC}"
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# Check Ollama connectivity
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if curl -s http://localhost:11434/api/tags > /dev/null 2>&1; then
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echo -e "${GREEN}Ollama is accessible${NC}"
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else
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echo -e "${YELLOW}Warning: Ollama may not be running on localhost:11434${NC}"
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fi
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fi
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}
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# ============================================================================
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# Test Cases
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# ============================================================================
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run_e2e_tests() {
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print_section "Running End-to-End NL2SQL Tests"
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# Test 1: Simple SELECT
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run_test \
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"Simple SELECT all customers" \
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"NL2SQL: Show all customers" \
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"SELECT.*customers"
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# Test 2: SELECT with WHERE
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run_test \
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"SELECT with condition" \
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"NL2SQL: Find customers from USA" \
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"SELECT.*WHERE"
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# Test 3: JOIN query
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run_test \
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"JOIN customers and orders" \
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"NL2SQL: Show customer names with their order amounts" \
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"SELECT.*JOIN"
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# Test 4: Aggregation
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run_test \
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"COUNT aggregation" \
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"NL2SQL: Count customers by country" \
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"COUNT.*GROUP BY"
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# Test 5: Sorting
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run_test \
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"ORDER BY" \
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"NL2SQL: Show orders sorted by total amount" \
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"SELECT.*ORDER BY"
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# Test 6: Complex query
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run_test \
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"Complex aggregation" \
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"NL2SQL: What is the average order total per country?" \
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"AVG"
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# Test 7: Date handling
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run_test \
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"Date filtering" \
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"NL2SQL: Find customers created in 2024" \
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"2024"
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# Test 8: Subquery (may fail with simple models)
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run_test \
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"Subquery" \
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"NL2SQL: Find customers with orders above average" \
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"SELECT"
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}
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# ============================================================================
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# Results Summary
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# ============================================================================
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print_summary() {
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print_section "Test Summary"
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echo "Total tests: $TOTAL"
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echo -e "Passed: ${GREEN}$PASSED${NC}"
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echo -e "Failed: ${RED}$FAILED${NC}"
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echo -e "Skipped: ${YELLOW}$SKIPPED${NC}"
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local pass_rate=0
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if [ $TOTAL -gt 0 ]; then
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pass_rate=$((PASSED * 100 / TOTAL))
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fi
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echo "Pass rate: $pass_rate%"
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if [ $FAILED -eq 0 ]; then
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echo -e "\n${GREEN}All tests passed!${NC}"
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return 0
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else
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echo -e "\n${RED}Some tests failed${NC}"
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return 1
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fi
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}
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# ============================================================================
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# Main
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# ============================================================================
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main() {
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print_section "NL2SQL End-to-End Testing"
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echo "Configuration:"
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echo " ProxySQL: $PROXYSQL_HOST:$PROXYSQL_PORT"
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echo " Admin: $PROXYSQL_ADMIN_HOST:$PROXYSQL_ADMIN_PORT"
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echo " Schema: $TEST_SCHEMA"
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echo " LLM Mode: $LLM_MODE"
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# Setup
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setup_schema
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configure_llm
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# Run tests
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run_e2e_tests
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# Summary
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print_summary
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}
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# Run main
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main "$@"
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