Create_sample function

[luminousmen]

We need to develop a create_sample function that can generate sample data for testing, experimentation, or demonstration purposes. This function will generate synthetic data that closely mimics real data for various use cases.

AC:

• Create a create_sample function for both Avro and Parquet util classes that can generate synthetic data based on a specified data schema or structure. Interface

def create_sample(schema_path: Path, n: Int):
    ...

• Implement options to specify the number of records or rows to generate in the sample data.
• Ensure that the generated sample data adheres to the provided data schema or structure.
• Provide flexibility to generate both structured and semi-structured data, including support for nested structures if applicable.
• It should support existing data sample files from the tests/data directory
• Write unit and integration tests to validate the correctness of the function.
• Integrate the function into the interface
• Ensure the function is easy to use with a clear and well-documented API.

[Mukku27]

@luminousmen i would like to work on it please assign it to me