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Problem
dataset.py was original inherited from another project (locust-pinecone) which had slighly different requirements for parquet
dataset usage. As new functionality has been added in VSB (iterator API, splitting batches), there is now code which is unused in dataset.py:
Generating queries by sampling passages (where a dataset doesn't have a queries set) - we expect a parquet dataset to always have a query set (and if not the actual workload subclass should provide one).
Directly upserting a parquet dataset into Pinecone (this is always done via the DB abstract base class to support multiple databases).
Solution
Delete the code related to this unused functionality to simplify maintenance of VSB.
Type of Change
Test Plan
Rely on existing tests to ensure code is indeed all dead.