Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

LLM Generation

Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

Output

Here's a Python program that finds and prints the favorite friend of the youngest person who isn't listed as anyone's favorite friend: 

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import sqlite3

def find_favorite_friend_of_youngest_unpopular_person():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find the youngest person who isn't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people
        WHERE name NOT IN (
            SELECT favorite_friend 
            FROM people 
            WHERE favorite_friend IS NOT NULL
        )
        ORDER BY age ASC
        LIMIT 1
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest unpopular person ({name}, age {age}) is: {favorite_friend}")
        else:
            print("No results found. Everyone might be someone's favorite friend!")

    except sqlite3.Error as e:
        print(f"An error occurred: {e}")

    finally:
        # Close the database connection
        if conn:
            conn.close()

# Run the program
if __name__ == "__main__":
    find_favorite_friend_of_youngest_unpopular_person()
This program: 1. Imports the required sqlite3 module 2. Creates a function that: - Connects to the people.db database - Executes a SQL query that: - Finds all people who are NOT in the list of favorite friends - Orders them by age (ascending) - Takes the first (youngest) result - Prints the favorite friend of that person - Handles potential errors - Properly closes the database connection 3. Runs the function when the script is executed The SQL query uses a subquery to find people who aren't listed as anyone's favorite friend, then orders them by age to find the youngest such person. If you need to test the program with some sample data, you can first create and populate the database with: 
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import sqlite3

# Create test database
conn = sqlite3.connect('people.db')
cursor = conn.cursor()

# Create table
cursor.execute('''
    CREATE TABLE people (
        name TEXT,
        favorite_friend TEXT,
        age INT,
        profession TEXT
    )
''')

# Insert sample data
sample_data = [
    ('Alice', 'Bob', 25, 'Engineer'),
    ('Bob', 'Charlie', 30, 'Doctor'),
    ('Charlie', 'David', 35, 'Teacher'),
    ('David', 'Alice', 28, 'Artist'),
    ('Eve', 'Alice', 22, 'Student')
]

cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', sample_data)
conn.commit()
conn.close()
The program will handle the database operations safely and provide appropriate output or error messages depending on the data it finds.

Extract Code

I extracted the following code from that output: 

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import sqlite3

def create_and_populate_database():
    # Create test database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
        CREATE TABLE people (
            name TEXT,
            favorite_friend TEXT,
            age INT,
            profession TEXT
        )
    ''')

    # Insert sample data
    sample_data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Doctor'),
        ('Charlie', 'David', 35, 'Teacher'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', sample_data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_unpopular_person():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find the youngest person who isn't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people
        WHERE name NOT IN (
            SELECT favorite_friend 
            FROM people 
            WHERE favorite_friend IS NOT NULL
        )
        ORDER BY age ASC
        LIMIT 1
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest unpopular person ({name}, age {age}) is: {favorite_friend}")
        else:
            print("No results found. Everyone might be someone's favorite friend!")

    except sqlite3.Error as e:
        print(f"An error occurred: {e}")

    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_and_populate_database()
    find_favorite_friend_of_youngest_unpopular_person()

Run Code Interpreter

Running the following program: 

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import sqlite3

def create_and_populate_database():
    # Create test database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
        CREATE TABLE people (
            name TEXT,
            favorite_friend TEXT,
            age INT,
            profession TEXT
        )
    ''')

    # Insert sample data
    sample_data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Doctor'),
        ('Charlie', 'David', 35, 'Teacher'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', sample_data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_unpopular_person():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find the youngest person who isn't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people
        WHERE name NOT IN (
            SELECT favorite_friend 
            FROM people 
            WHERE favorite_friend IS NOT NULL
        )
        ORDER BY age ASC
        LIMIT 1
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest unpopular person ({name}, age {age}) is: {favorite_friend}")
        else:
            print("No results found. Everyone might be someone's favorite friend!")

    except sqlite3.Error as e:
        print(f"An error occurred: {e}")

    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_and_populate_database()
    find_favorite_friend_of_youngest_unpopular_person()
And got the output: Traceback (most recent call last): File "/usr/src/app/main.py", line 70, in <module> create_and_populate_database() File "/usr/src/app/main.py", line 10, in create_and_populate_database cursor.execute(''' sqlite3.OperationalError: table people already exists

Substring Evaluation

Testing if the previous output contains the string Grace: False

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

LLM Generation

Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

Output

Here's a Python program that finds and prints the favorite friend of the youngest person who isn't listed as anyone's favorite friend: 

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import sqlite3

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find people who aren't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people p1
        WHERE NOT EXISTS (
            SELECT 1 
            FROM people p2 
            WHERE p2.favorite_friend = p1.name
        )
        AND age = (
            SELECT MIN(age)
            FROM people p3
            WHERE NOT EXISTS (
                SELECT 1 
                FROM people p4 
                WHERE p4.favorite_friend = p3.name
            )
        )
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found.")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

# Run the program
if __name__ == "__main__":
    find_favorite_friend_of_youngest_non_favorite()
This program: 1. Imports the necessary sqlite3 module 2. Defines a function that: - Connects to the people.db database - Executes a SQL query that: - Finds all people who aren't listed as anyone's favorite friend - Among those people, finds the one(s) with the minimum age - Returns their name, favorite friend, and age - Prints the result - Handles potential errors - Properly closes the database connection 3. Runs the function when the script is executed The SQL query uses subqueries to: - Find people who don't appear in anyone's favorite_friend column - Find the minimum age among those people - Return the matching record(s) If you want to test this with sample data, you can first create and populate the database with some test data: 
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import sqlite3

# Create test data
conn = sqlite3.connect('people.db')
cursor = conn.cursor()

# Create table
cursor.execute('''
    CREATE TABLE IF NOT EXISTS people (
        name TEXT,
        favorite_friend TEXT,
        age INT,
        profession TEXT
    )
''')

# Insert sample data
test_data = [
    ('Alice', 'Bob', 25, 'Engineer'),
    ('Bob', 'Charlie', 30, 'Teacher'),
    ('Charlie', 'David', 35, 'Doctor'),
    ('David', 'Alice', 28, 'Artist'),
    ('Eve', 'Alice', 22, 'Student')
]

cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', test_data)
conn.commit()
conn.close()
This will create a test database with sample data that you can use to test the main program.

Extract Code

I extracted the following code from that output: 

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import sqlite3

def create_test_database():
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
        CREATE TABLE IF NOT EXISTS people (
            name TEXT,
            favorite_friend TEXT,
            age INT,
            profession TEXT
        )
    ''')

    # Insert sample data
    test_data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'),
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', test_data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find people who aren't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people p1
        WHERE NOT EXISTS (
            SELECT 1 
            FROM people p2 
            WHERE p2.favorite_friend = p1.name
        )
        AND age = (
            SELECT MIN(age)
            FROM people p3
            WHERE NOT EXISTS (
                SELECT 1 
                FROM people p4 
                WHERE p4.favorite_friend = p3.name
            )
        )
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found.")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_test_database()
    find_favorite_friend_of_youngest_non_favorite()

Run Code Interpreter

Running the following program: 

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import sqlite3

def create_test_database():
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
        CREATE TABLE IF NOT EXISTS people (
            name TEXT,
            favorite_friend TEXT,
            age INT,
            profession TEXT
        )
    ''')

    # Insert sample data
    test_data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'),
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', test_data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find people who aren't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people p1
        WHERE NOT EXISTS (
            SELECT 1 
            FROM people p2 
            WHERE p2.favorite_friend = p1.name
        )
        AND age = (
            SELECT MIN(age)
            FROM people p3
            WHERE NOT EXISTS (
                SELECT 1 
                FROM people p4 
                WHERE p4.favorite_friend = p3.name
            )
        )
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found.")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_test_database()
    find_favorite_friend_of_youngest_non_favorite()
And got the output: The favorite friend of the youngest person (Judy, age 27) who isn't anyone's favorite friend is: Grace

Substring Evaluation

Testing if the previous output contains the string Grace: True

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

LLM Generation

Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

Output

Here's a Python program that finds and prints the favorite friend of the youngest person who isn't listed as anyone's favorite friend: 

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import sqlite3

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find the youngest person who isn't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people
        WHERE name NOT IN (SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL)
        ORDER BY age ASC
        LIMIT 1
        """

        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest non-favorite person ({name}, age {age}) is: {favorite_friend}")
        else:
            print("No results found.")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    find_favorite_friend_of_youngest_non_favorite()
This program: 1. Imports the required sqlite3 module 2. Defines a function that: - Connects to the people.db database - Executes a SQL query that: - Finds all people who are not listed as anyone's favorite friend - Orders them by age (ascending) - Takes the first (youngest) result - Prints the favorite friend of that person - Handles potential errors - Ensures the database connection is properly closed 3. Runs the function when the script is executed The SQL query specifically: - Uses a subquery to find all people who are listed as favorite friends - Excludes those people from the main selection - Orders by age to find the youngest - Limits to 1 result If you want to test this with sample data, you can first create and populate the database with: 
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import sqlite3

# Create and populate test database
conn = sqlite3.connect('people.db')
cursor = conn.cursor()

# Create table
cursor.execute('''
    CREATE TABLE IF NOT EXISTS people (
        name TEXT,
        favorite_friend TEXT,
        age INT,
        profession TEXT
    )
''')

# Sample data
data = [
    ('Alice', 'Bob', 25, 'Engineer'),
    ('Bob', 'Charlie', 30, 'Teacher'),
    ('Charlie', 'David', 35, 'Doctor'),
    ('David', 'Alice', 28, 'Artist'),
    ('Eve', 'Alice', 22, 'Student')
]

cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', data)
conn.commit()
conn.close()
This will create a sample database that you can test the program with.

Extract Code

I extracted the following code from that output: 

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import sqlite3

def create_test_database():
    # Create and populate test database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
        CREATE TABLE IF NOT EXISTS people (
            name TEXT,
            favorite_friend TEXT, 
            age INT,
            profession TEXT
        )
    ''')

    # Sample data
    data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'),
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find the youngest person who isn't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people
        WHERE name NOT IN (SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL)
        ORDER BY age ASC
        LIMIT 1
        """

        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest non-favorite person ({name}, age {age}) is: {favorite_friend}")
        else:
            print("No results found.")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_test_database()
    find_favorite_friend_of_youngest_non_favorite()

Run Code Interpreter

Running the following program: 

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import sqlite3

def create_test_database():
    # Create and populate test database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
        CREATE TABLE IF NOT EXISTS people (
            name TEXT,
            favorite_friend TEXT, 
            age INT,
            profession TEXT
        )
    ''')

    # Sample data
    data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'),
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find the youngest person who isn't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people
        WHERE name NOT IN (SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL)
        ORDER BY age ASC
        LIMIT 1
        """

        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest non-favorite person ({name}, age {age}) is: {favorite_friend}")
        else:
            print("No results found.")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_test_database()
    find_favorite_friend_of_youngest_non_favorite()
And got the output: The favorite friend of the youngest non-favorite person (Judy, age 27) is: Grace

Substring Evaluation

Testing if the previous output contains the string Grace: True

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

LLM Generation

Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

Output

Here's a Python program that finds and prints the favorite friend of the youngest person who isn't listed as anyone's favorite friend: 

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import sqlite3

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find people who aren't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people p1
        WHERE NOT EXISTS (
            SELECT 1 
            FROM people p2 
            WHERE p2.favorite_friend = p1.name
        )
        ORDER BY age ASC
        LIMIT 1
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

# Run the program
if __name__ == "__main__":
    find_favorite_friend_of_youngest_non_favorite()
This program: 1. Imports the necessary sqlite3 module 2. Defines a function that: - Connects to the people.db database - Creates a query that: - Finds all people who aren't listed as anyone's favorite friend - Orders them by age (ascending) - Takes the first (youngest) result - Executes the query and fetches the result - Prints the favorite friend of the youngest person who isn't anyone's favorite friend - Handles potential errors - Properly closes the database connection 3. Runs the function when the script is executed The SQL query uses a NOT EXISTS subquery to find people who don't appear in anyone's favorite_friend column, then orders by age to find the youngest such person. If you need to test this with some sample data, you can first create and populate the database with: 
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import sqlite3

# Create test database
conn = sqlite3.connect('people.db')
cursor = conn.cursor()

# Create table
cursor.execute('''
CREATE TABLE people (
    name TEXT,
    favorite_friend TEXT,
    age INT,
    profession TEXT
)
''')

# Insert sample data
sample_data = [
    ('Alice', 'Bob', 25, 'Engineer'),
    ('Bob', 'Charlie', 30, 'Teacher'),
    ('Charlie', 'David', 35, 'Doctor'),
    ('David', 'Alice', 28, 'Artist'),
    ('Eve', 'Alice', 22, 'Student')
]

cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', sample_data)
conn.commit()
conn.close()

Extract Code

I extracted the following code from that output: 

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import sqlite3

def create_and_populate_database():
    # Create test database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
    CREATE TABLE people (
        name TEXT,
        favorite_friend TEXT,
        age INT,
        profession TEXT
    )
    ''')

    # Insert sample data
    sample_data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'), 
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', sample_data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find people who aren't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people p1
        WHERE NOT EXISTS (
            SELECT 1 
            FROM people p2 
            WHERE p2.favorite_friend = p1.name
        )
        ORDER BY age ASC
        LIMIT 1
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_and_populate_database()
    find_favorite_friend_of_youngest_non_favorite()

Run Code Interpreter

Running the following program: 

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import sqlite3

def create_and_populate_database():
    # Create test database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()

    # Create table
    cursor.execute('''
    CREATE TABLE people (
        name TEXT,
        favorite_friend TEXT,
        age INT,
        profession TEXT
    )
    ''')

    # Insert sample data
    sample_data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'), 
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]

    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', sample_data)
    conn.commit()
    conn.close()

def find_favorite_friend_of_youngest_non_favorite():
    try:
        # Connect to the database
        conn = sqlite3.connect('people.db')
        cursor = conn.cursor()

        # Query to find people who aren't anyone's favorite friend
        query = """
        SELECT name, favorite_friend, age
        FROM people p1
        WHERE NOT EXISTS (
            SELECT 1 
            FROM people p2 
            WHERE p2.favorite_friend = p1.name
        )
        ORDER BY age ASC
        LIMIT 1
        """

        # Execute the query
        cursor.execute(query)
        result = cursor.fetchone()

        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found")

    except sqlite3.Error as e:
        print(f"Database error: {e}")
    except Exception as e:
        print(f"Error: {e}")
    finally:
        # Close the database connection
        if conn:
            conn.close()

if __name__ == "__main__":
    create_and_populate_database()
    find_favorite_friend_of_youngest_non_favorite()
And got the output: Traceback (most recent call last): File "/usr/src/app/main.py", line 71, in <module> create_and_populate_database() File "/usr/src/app/main.py", line 10, in create_and_populate_database cursor.execute(''' sqlite3.OperationalError: table people already exists

Substring Evaluation

Testing if the previous output contains the string Grace: False

Docker Setup

I have setup the docker container to run the model evaluation.

Initial Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

LLM Generation

Query

I have a sqlite3 database name TEXT, favorite_friend TEXT, age INT, profession TEXT. Write me a python program that prints out the favorite friend of the youngest person who isn't anyone's favorite friend. The database is called people.db and the table is called people.

Output

Here's a Python program that finds and prints the favorite friend of the youngest person who isn't listed as anyone's favorite friend: 

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import sqlite3

def find_youngest_non_favorite_friend():
    # Connect to the database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    try:
        # Find all people who are not anyone's favorite friend
        query = """
        SELECT p1.name, p1.favorite_friend, p1.age
        FROM people p1
        WHERE p1.name NOT IN (
            SELECT favorite_friend 
            FROM people 
            WHERE favorite_friend IS NOT NULL
        )
        ORDER BY p1.age ASC
        LIMIT 1
        """
        
        cursor.execute(query)
        result = cursor.fetchone()
        
        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found.")
            
    except sqlite3.Error as e:
        print(f"An error occurred: {e}")
        
    finally:
        # Close the database connection
        conn.close()

# Run the program
if __name__ == "__main__":
    find_youngest_non_favorite_friend()
This program: 1. Connects to the SQLite database 'people.db' 2. Executes a SQL query that: - Finds all people who are not listed as anyone's favorite friend - Orders them by age (ascending) - Takes the youngest one (LIMIT 1) 3. Prints the favorite friend of that person 4. Handles potential errors and ensures the database connection is properly closed The SQL query uses a subquery to find people who aren't listed as anyone's favorite friend, and then selects the youngest among them. If you want to test this with sample data, you can first create and populate the database with this code: 
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import sqlite3

# Create and populate test database
def create_test_db():
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    # Create table
    cursor.execute('''
        CREATE TABLE IF NOT EXISTS people (
            name TEXT,
            favorite_friend TEXT,
            age INT,
            profession TEXT
        )
    ''')
    
    # Sample data
    data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'),
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]
    
    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', data)
    conn.commit()
    conn.close()

# Uncomment the following line to create and populate test database
# create_test_db()
You can uncomment the last line to create a test database with sample data. Then run the main program to find the youngest person who isn't anyone's favorite friend and print their favorite friend.

Extract Code

I extracted the following code from that output: 

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import sqlite3

def create_test_db():
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    # Create table
    cursor.execute('''
        CREATE TABLE IF NOT EXISTS people (
            name TEXT,
            favorite_friend TEXT,
            age INT,
            profession TEXT
        )
    ''')
    
    # Sample data
    data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'), 
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]
    
    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', data)
    conn.commit()
    conn.close()

def find_youngest_non_favorite_friend():
    # Connect to the database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    try:
        # Find all people who are not anyone's favorite friend
        query = """
        SELECT p1.name, p1.favorite_friend, p1.age
        FROM people p1
        WHERE p1.name NOT IN (
            SELECT favorite_friend 
            FROM people 
            WHERE favorite_friend IS NOT NULL
        )
        ORDER BY p1.age ASC
        LIMIT 1
        """
        
        cursor.execute(query)
        result = cursor.fetchone()
        
        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found.")
            
    except sqlite3.Error as e:
        print(f"An error occurred: {e}")
        
    finally:
        # Close the database connection
        conn.close()

if __name__ == "__main__":
    create_test_db()
    find_youngest_non_favorite_friend()

Run Code Interpreter

Running the following program: 

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import sqlite3

def create_test_db():
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    # Create table
    cursor.execute('''
        CREATE TABLE IF NOT EXISTS people (
            name TEXT,
            favorite_friend TEXT,
            age INT,
            profession TEXT
        )
    ''')
    
    # Sample data
    data = [
        ('Alice', 'Bob', 25, 'Engineer'),
        ('Bob', 'Charlie', 30, 'Teacher'), 
        ('Charlie', 'David', 35, 'Doctor'),
        ('David', 'Alice', 28, 'Artist'),
        ('Eve', 'Alice', 22, 'Student')
    ]
    
    cursor.executemany('INSERT INTO people VALUES (?,?,?,?)', data)
    conn.commit()
    conn.close()

def find_youngest_non_favorite_friend():
    # Connect to the database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    try:
        # Find all people who are not anyone's favorite friend
        query = """
        SELECT p1.name, p1.favorite_friend, p1.age
        FROM people p1
        WHERE p1.name NOT IN (
            SELECT favorite_friend 
            FROM people 
            WHERE favorite_friend IS NOT NULL
        )
        ORDER BY p1.age ASC
        LIMIT 1
        """
        
        cursor.execute(query)
        result = cursor.fetchone()
        
        if result:
            name, favorite_friend, age = result
            print(f"The favorite friend of the youngest person ({name}, age {age}) who isn't anyone's favorite friend is: {favorite_friend}")
        else:
            print("No results found.")
            
    except sqlite3.Error as e:
        print(f"An error occurred: {e}")
        
    finally:
        # Close the database connection
        conn.close()

if __name__ == "__main__":
    create_test_db()
    find_youngest_non_favorite_friend()
And got the output: The favorite friend of the youngest person (Judy, age 27) who isn't anyone's favorite friend is: Grace

Substring Evaluation

Testing if the previous output contains the string Grace: True