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Auto Dump

The auto_dump function automatically decides the best location for a function in the codebase. It helps in organizing and placing the functions in an optimal manner to maintain code quality and structure.

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Example

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Auto Dump a Math Function

def multiply(a, b):
    return a * b

upsonic.auto_dump(multiply)

Output:

Commands:
(Y)es/(N)o
math.basics.multiply y
Dumped

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Auto Dump a Database Connection Function

import sqlite3

def create_connection(db_file):
    conn = None
    try:
        conn = sqlite3.connect(db_file)
        print(f"Connected to SQLite version: {sqlite3.version}")
        return conn
    except sqlite3.Error as e:
        print(f"Error connecting to SQLite database: {e}")
        return conn

upsonic.auto_dump(create_connection)

Output:

(Y)es/(N)o
data_gathering.create_connection y
Dumped
Users who use the LLaMA-3 model with 8 billion parameters cannot access the check_function system behind the auto_dump. The check_function system is a control mechanism for identifying duplication risks in the current codebase. For example, if there is already a multiply function in the codebase and you use auto_dump, the check_function will automatically find this duplication risk and notify you that there is already a function for multiplying. This feature works with GPT models but does not work with LLaMA-3 models.
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