cudf_example_02.py

# Import the libraries
import pandas as pd
import cudf

# Creating a Pandas DataFrame
pandas_data = {
    'A': [1, 2, 3, 4, 5],
    'B': [10, 20, 30, 40, 50],
    'C': ['a', 'b', 'c', 'd', 'e']
}

pandas_df = pd.DataFrame(pandas_data)

# Display the Pandas DataFrame
print("Pandas DataFrame:")
print(pandas_df)

# Convert Pandas DataFrame to cuDF DataFrame
cudf_df = cudf.DataFrame.from_pandas(pandas_df)

# Display the cuDF DataFrame
print("cuDF DataFrame:")
print(cudf_df)