How can PHP developers effectively troubleshoot and debug complex SQL JOIN queries in their code?

To effectively troubleshoot and debug complex SQL JOIN queries in PHP code, developers can use tools like SQL query analyzers, print out intermediate results, and break down the query into smaller parts to identify any errors. They can also utilize error reporting functions in PHP to catch any syntax or logic errors in the query.

<?php

// Example of a complex SQL JOIN query
$sql = "SELECT * FROM table1
        LEFT JOIN table2 ON table1.id = table2.table1_id
        WHERE table1.column = 'value'";

// Execute the query
$result = mysqli_query($conn, $sql);

// Check for errors
if (!$result) {
    echo "Error: " . mysqli_error($conn);
} else {
    // Process the results
    while ($row = mysqli_fetch_assoc($result)) {
        // Code to handle the result data
    }
}

// Close the connection
mysqli_close($conn);

?>