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

**Solution** Below is a Python program that connects to the SQLite database, queries the data, and prints out the favorite friend of the youngest person who isn't anyone's favorite friend. 

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import sqlite3

def get_youngest_non_favorite(db_name):
    """
    Connects to the SQLite database, queries the data, 
    and returns the favorite friend of the youngest person 
    who isn't anyone's favorite friend.

    Args:
    db_name (str): The name of the SQLite database.

    Returns:
    str: The favorite friend of the youngest person who isn't anyone's favorite friend.
    """
    # Connect to the database
    conn = sqlite3.connect(db_name)
    cursor = conn.cursor()

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

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

    # Close the connection
    conn.close()

    # Return the favorite friend of the youngest person
    if result:
        return result[0]
    else:
        return None

def main():
    db_name = 'people.db'
    result = get_youngest_non_favorite(db_name)

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

if __name__ == "__main__":
    main()
**Explanation** 1. The `get_youngest_non_favorite` function connects to the SQLite database using `sqlite3`. 2. It queries the `people` table to find the youngest person who isn't anyone's favorite friend. This is achieved by using a subquery to find all favorite friends and excluding them from the main query. 3. The query results are ordered by age in ascending order, and the `LIMIT 1` clause is used to retrieve only the youngest person. 4. The function returns the favorite friend of the youngest person who isn't anyone's favorite friend. 5. In the `main` function, the database name is specified, and the `get_youngest_non_favorite` function is called. 6. If a result is found, it is printed; otherwise, a message indicating that no such person was found is displayed.

Extract Code

I extracted the following code from that output: 

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import sqlite3

def get_youngest_non_favorite(db_name):
    """
    Connects to the SQLite database, queries the data, 
    and returns the favorite friend of the youngest person 
    who isn't anyone's favorite friend.

    Args:
    db_name (str): The name of the SQLite database.

    Returns:
    str: The favorite friend of the youngest person who isn't anyone's favorite friend.
    """
    # Connect to the database
    conn = sqlite3.connect(db_name)
    cursor = conn.cursor()

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

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

    # Close the connection
    conn.close()

    # Return the favorite friend of the youngest person
    if result:
        return result[0]
    else:
        return None

def main():
    db_name = 'people.db'
    result = get_youngest_non_favorite(db_name)

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

if __name__ == "__main__":
    main()

Run Code Interpreter

Running the following program: 

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import sqlite3

def get_youngest_non_favorite(db_name):
    """
    Connects to the SQLite database, queries the data, 
    and returns the favorite friend of the youngest person 
    who isn't anyone's favorite friend.

    Args:
    db_name (str): The name of the SQLite database.

    Returns:
    str: The favorite friend of the youngest person who isn't anyone's favorite friend.
    """
    # Connect to the database
    conn = sqlite3.connect(db_name)
    cursor = conn.cursor()

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

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

    # Close the connection
    conn.close()

    # Return the favorite friend of the youngest person
    if result:
        return result[0]
    else:
        return None

def main():
    db_name = 'people.db'
    result = get_youngest_non_favorite(db_name)

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

if __name__ == "__main__":
    main()
And got the output: The favorite friend of the youngest person who isn't anyone's favorite friend is: Grace

Substring Evaluation

Testing if the previous output contains the string Grace: True