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

# Python Program to Find Favorite Friend of Youngest Person Not a Favorite Here's a Python program that connects to your SQLite database and finds the favorite friend of the youngest person who isn't anyone's favorite friend: 

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import sqlite3

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

# Query to find the favorite friend of 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 
    WHERE favorite_friend IS NOT NULL
)
ORDER BY age ASC
LIMIT 1;
'''

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

# Print the result
if result and result[0]:
    print(result[0])
else:
    print("No result found. Either everyone is someone's favorite friend or the youngest person has no favorite friend.")

# Close the connection
conn.close()
## How the Query Works: 1. The inner query `SELECT favorite_friend FROM people WHERE favorite_friend IS NOT NULL` gets a list of all people who are someone's favorite friend 2. The outer query finds all people who are NOT in that list (not anyone's favorite) 3. We order them by age (ascending) to find the youngest 4. We get just the top result with LIMIT 1 5. We select only the favorite_friend column since that's what we need to print The program handles the case where no matching person is found or the person has no favorite friend (NULL value).

Extract Code

I extracted the following code from that output: 

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import sqlite3

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

# Query to find the favorite friend of 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 
    WHERE favorite_friend IS NOT NULL
)
ORDER BY age ASC
LIMIT 1;
'''

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

# Print the result
if result and result[0]:
    print(result[0])
else:
    print("No result found. Either everyone is someone's favorite friend or the youngest person has no favorite friend.")

# Close the connection
conn.close()

Run Code Interpreter

Running the following program: 

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import sqlite3

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

# Query to find the favorite friend of 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 
    WHERE favorite_friend IS NOT NULL
)
ORDER BY age ASC
LIMIT 1;
'''

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

# Print the result
if result and result[0]:
    print(result[0])
else:
    print("No result found. Either everyone is someone's favorite friend or the youngest person has no favorite friend.")

# Close the connection
conn.close()
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

# Python Program to Find the Favorite Friend of the Youngest Person Who Isn't Anyone's Favorite Friend 

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import sqlite3

def main():
    # Connect to the SQLite database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    # SQL query to find the favorite friend of the youngest person who isn't anyone's favorite friend
    query = """
    SELECT p1.favorite_friend
    FROM people p1
    WHERE NOT EXISTS (
        SELECT 1 FROM people p2 
        WHERE p2.favorite_friend = p1.name
    )
    ORDER BY p1.age
    LIMIT 1
    """
    
    # Execute the query
    cursor.execute(query)
    result = cursor.fetchone()
    
    # Print the result
    if result and result[0]:
        print(result[0])
    else:
        print("No result found or the person has no favorite friend.")
    
    # Close the connection
    conn.close()

if __name__ == "__main__":
    main()
## Explanation: 1. The program connects to the `people.db` database. 2. The SQL query finds people who are not listed as anyone's favorite friend using a NOT EXISTS subquery. 3. It orders these people by age (ascending) and takes the youngest one. 4. It selects the favorite_friend of this youngest person. 5. The program then prints this favorite friend. The query works by checking for each person p1 whether there exists another person p2 who has p1 as their favorite friend. If no such p2 exists, then p1 is not anyone's favorite friend.

Extract Code

I extracted the following code from that output: 

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import sqlite3

def main():
    # Connect to the SQLite database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    # SQL query to find the favorite friend of the youngest person who isn't anyone's favorite friend
    query = """
    SELECT p1.favorite_friend
    FROM people p1
    WHERE NOT EXISTS (
        SELECT 1 FROM people p2 
        WHERE p2.favorite_friend = p1.name
    )
    ORDER BY p1.age
    LIMIT 1
    """
    
    # Execute the query
    cursor.execute(query)
    result = cursor.fetchone()
    
    # Print the result
    if result and result[0]:
        print(result[0])
    else:
        print("No result found or the person has no favorite friend.")
    
    # Close the connection
    conn.close()

if __name__ == "__main__":
    main()

Run Code Interpreter

Running the following program: 

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import sqlite3

def main():
    # Connect to the SQLite database
    conn = sqlite3.connect('people.db')
    cursor = conn.cursor()
    
    # SQL query to find the favorite friend of the youngest person who isn't anyone's favorite friend
    query = """
    SELECT p1.favorite_friend
    FROM people p1
    WHERE NOT EXISTS (
        SELECT 1 FROM people p2 
        WHERE p2.favorite_friend = p1.name
    )
    ORDER BY p1.age
    LIMIT 1
    """
    
    # Execute the query
    cursor.execute(query)
    result = cursor.fetchone()
    
    # Print the result
    if result and result[0]:
        print(result[0])
    else:
        print("No result found or the person has no favorite friend.")
    
    # 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