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

Below is an example Python script that connects to the people.db database, finds the person who isn’t anyone’s favorite friend (i.e. whose name does not appear in any row’s favorite_friend column) and who is the youngest among those, and then prints that person’s favorite friend: -------------------------------------------------- #!/usr/bin/env python3 import sqlite3 def main(): # Connect to the SQLite3 database conn = sqlite3.connect("people.db") cursor = conn.cursor() # SQL query explanation: # 1. The subquery (SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL) # returns a list of all favorite_friend values. We ensure we exclude NULLs. # 2. The main query selects rows from people where the person's name is not in that list, # meaning the person is not anyone's favorite friend. # 3. We order by age ascending (youngest first) and limit the results to 1. query = """ SELECT favorite_friend FROM people WHERE name NOT IN ( SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL ) ORDER BY age ASC LIMIT 1; """ try: cursor.execute(query) result = cursor.fetchone() if result: # Print the favorite friend of the selected person. print(result[0]) else: print("No qualifying person found.") except sqlite3.Error as e: print("An error occurred:", e) finally: # Close the database connection conn.close() if __name__ == "__main__": main() -------------------------------------------------- Explanation: 1. We connect to the SQLite3 database "people.db". 2. The SQL query filters out any person whose name appears as a value in the favorite_friend column. 3. Among those, it orders them by age in ascending order so the youngest comes first. 4. The query returns the favorite_friend field of the youngest qualifying person. 5. Finally, the script prints out that favorite friend. You can run this script in your Python environment.

Extract Code

I extracted the following code from that output: 

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#!/usr/bin/env python3
import sqlite3

def main():
    # Connect to the SQLite3 database
    conn = sqlite3.connect("people.db")
    cursor = conn.cursor()

    # SQL query explanation:
    # 1. The subquery (SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL)
    #    returns a list of all favorite_friend values. We ensure we exclude NULLs.
    # 2. The main query selects rows from people where the person's name is not in that list,
    #    meaning the person is not anyone's favorite friend.
    # 3. We order by age ascending (youngest first) and limit the results to 1.
    query = """
    SELECT favorite_friend
    FROM people
    WHERE name NOT IN (
        SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL
    )
    ORDER BY age ASC
    LIMIT 1;
    """

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

        if result:
            # Print the favorite friend of the selected person.
            print(result[0])
        else:
            print("No qualifying person found.")
    except sqlite3.Error as e:
        print("An error occurred:", e)
    finally:
        # Close the database connection
        conn.close()

if __name__ == "__main__":
    main()

Run Code Interpreter

Running the following program: 

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#!/usr/bin/env python3
import sqlite3

def main():
    # Connect to the SQLite3 database
    conn = sqlite3.connect("people.db")
    cursor = conn.cursor()

    # SQL query explanation:
    # 1. The subquery (SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL)
    #    returns a list of all favorite_friend values. We ensure we exclude NULLs.
    # 2. The main query selects rows from people where the person's name is not in that list,
    #    meaning the person is not anyone's favorite friend.
    # 3. We order by age ascending (youngest first) and limit the results to 1.
    query = """
    SELECT favorite_friend
    FROM people
    WHERE name NOT IN (
        SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL
    )
    ORDER BY age ASC
    LIMIT 1;
    """

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

        if result:
            # Print the favorite friend of the selected person.
            print(result[0])
        else:
            print("No qualifying person found.")
    except sqlite3.Error as e:
        print("An error occurred:", e)
    finally:
        # Close the database connection
        conn.close()

if __name__ == "__main__":
    main()
And got the output: 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

Below is one complete Python script that connects to people.db, finds the youngest person whose name isn’t listed as anyone’s favorite friend, and then prints that person’s favorite_friend. ------------------------------------------------- #!/usr/bin/env python3 import sqlite3 def main(): # Connect to the SQLite database conn = sqlite3.connect('people.db') cursor = conn.cursor() # SQL to select the favorite_friend of the youngest person # such that the person's name is not any one's favorite_friend. # We filter out NULL values in the subquery to avoid comparison issues. query = """ SELECT favorite_friend 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: print(result[0]) else: print("No eligible person found.") # Close the connection conn.close() if __name__ == '__main__': main() ------------------------------------------------- How the program works: 1. It connects to the SQLite database (people.db). 2. It executes a SQL query that: • Finds rows in people where the “name” is not among any of the “favorite_friend” values (ignoring NULLs). • Orders the rows by age from youngest to oldest. • Limits the result to the first row. 3. It prints out the favorite_friend value of that record.

Extract Code

I extracted the following code from that output: 

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#!/usr/bin/env python3
import sqlite3

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

    # SQL to select the favorite_friend of the youngest person
    # such that the person's name is not any one's favorite_friend.
    # We filter out NULL values in the subquery to avoid comparison issues.
    query = """
        SELECT favorite_friend 
        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:
        print(result[0])
    else:
        print("No eligible person found.")
    
    # Close the connection
    conn.close()

if __name__ == '__main__':
    main()

Run Code Interpreter

Running the following program: 

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#!/usr/bin/env python3
import sqlite3

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

    # SQL to select the favorite_friend of the youngest person
    # such that the person's name is not any one's favorite_friend.
    # We filter out NULL values in the subquery to avoid comparison issues.
    query = """
        SELECT favorite_friend 
        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:
        print(result[0])
    else:
        print("No eligible person found.")
    
    # Close the connection
    conn.close()

if __name__ == '__main__':
    main()
And got the output: Grace

Substring Evaluation

Testing if the previous output contains the string Grace: True