import os # Check if a file exists def file_exists(file_path: str) -> bool: """ Checks if a file exists at the given path. Args: - file_path (str): Path to the file. Returns: - bool: True if file exists, False otherwise. """ return os.path.isfile(file_path) # Save DataFrame to CSV def save_to_csv(df: pd.DataFrame, file_path: str) -> None: """ Saves a DataFrame to a CSV file. Args: - df (pd.DataFrame): The DataFrame to save. - file_path (str): The path to save the file. """ df.to_csv(file_path, index=False) # Display basic info about the dataset (e.g., shape, column names) def dataset_info(df: pd.DataFrame) -> None: """ Displays basic information about the dataset. Args: - df (pd.DataFrame): The dataset. """ print(f"Shape of dataset: {df.shape}") print(f"Columns: {df.columns}") print(f"First few rows:\n{df.head()}")