Immutable record batches with deterministic selection and projection.
Project description
sheafdata
sheafdata is a dependency-free immutable record-batch type for small,
inspectable datasets. It validates a fixed column layout and provides stable
projection, filtering, and record conversion without pretending to be a full
dataframe library.
from sheafdata import RecordBatch
batch = RecordBatch.from_records(({"id": "a", "score": 3}, {"id": "b", "score": 1}))
assert batch.select("id").records() == ({"id": "a"}, {"id": "b"})
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