Make parquet validation work with avsc schemas

[luminousmen]

Currently, our Parquet validation process does not support Avro schemas (AVSC files). To enhance our data validation capabilities, we need to implement support for validating Parquet files using Avro schemas.

AC:

• Implement a Parquet validation process that accepts Avro schema files (AVSC) as input. There is a todo in src/data_toolset/utils/parquet.py
• Ensure that the validation process can validate Parquet files against the provided Avro schema.
• Make sure it supports complex and nested data structures
• If a Parquet file doesn't conform to the Avro schema, the validation process should identify and report schema violations or data inconsistencies.
• Integrate the Avro schema validation process into the tool
• 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