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cb57b7655e
Hides the two-step `permutation_builder(t).shuffle().execute()` / `Permutation.from_tables(t, perm_tbl)` dance behind a single chainable entry point that ML engineers already expect from HuggingFace and PyTorch: perm = Permutation.from_table(table).shuffle(seed=42) Builder operations (shuffle, filter, split_*) are accumulated lazily and the underlying permutation table is built only once on first read. Subsequent read / transform / format calls are forwarded transparently to the materialized Permutation. Closes lancedb/lancedb#3244
LanceDB Python SDK
A Python library for LanceDB.
Installation
pip install lancedb
Preview Releases
Stable releases are created about every 2 weeks. For the latest features and bug fixes, you can install the preview release. These releases receive the same level of testing as stable releases, but are not guaranteed to be available for more than 6 months after they are released. Once your application is stable, we recommend switching to stable releases.
pip install --pre --extra-index-url https://pypi.fury.io/lancedb/ lancedb
Usage
Basic Example
import lancedb
db = lancedb.connect('<PATH_TO_LANCEDB_DATASET>')
table = db.open_table('my_table')
results = table.search([0.1, 0.3]).limit(20).to_list()
print(results)
Development
See CONTRIBUTING.md for information on how to contribute to LanceDB.