René's URL Explorer Experiment


Title: Dataset - Vortex documentation

Open Graph Title: Dataset

Description: Vortex files implement the Arrow Dataset interface permitting efficient use of a Vortex file within query engines like DuckDB and Polars. In particular, Vortex will read data proportional to the nu...

Open Graph Description: Vortex files implement the Arrow Dataset interface permitting efficient use of a Vortex file within query engines like DuckDB and Polars. In particular, Vortex will read data proportional to the nu...

Opengraph URL: https://docs.vortex.dev/api/python/dataset.html

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Skip to contenthttps://docs.vortex.dev/api/python/dataset.html#furo-main-content
Vortex documentationhttps://docs.vortex.dev/index.html
Vortex documentation https://docs.vortex.dev/index.html
Arrayshttps://docs.vortex.dev/concepts/arrays.html
Layoutshttps://docs.vortex.dev/concepts/layouts.html
Data Typeshttps://docs.vortex.dev/concepts/dtypes.html
Computehttps://docs.vortex.dev/concepts/compute.html
Pythonhttps://docs.vortex.dev/quickstart/python.html
Rusthttps://docs.vortex.dev/quickstart/rust.html
Python APIhttps://docs.vortex.dev/api/python/index.html
Data Typeshttps://docs.vortex.dev/api/python/dtypes.html
Scalarshttps://docs.vortex.dev/api/python/scalars.html
Arrayshttps://docs.vortex.dev/api/python/arrays.html
Expressionshttps://docs.vortex.dev/api/python/expr.html
Compressionhttps://docs.vortex.dev/api/python/compress.html
Input and Outputhttps://docs.vortex.dev/api/python/io.html
Datasethttps://docs.vortex.dev/api/python/dataset.html
Type Aliaseshttps://docs.vortex.dev/api/python/type_aliases.html
Rust APIhttps://docs.rs/vortex
C FFI APIhttps://docs.vortex.dev/api/c/index.html
DTypeshttps://docs.vortex.dev/api/c/dtypes.html
Arrayshttps://docs.vortex.dev/api/c/arrays.html
Java APIhttps://docs.vortex.dev/api/java/index.html
Work-in-progress: Lazy Evaluation in Vortexhttps://docs.vortex.dev/guides/wip-lazy-evaluation.html
Python Integrationshttps://docs.vortex.dev/guides/python-integrations.html
Writing a Vortex Encodinghttps://docs.vortex.dev/guides/writing-an-encoding.html
File Formathttps://docs.vortex.dev/specs/file-format.html
IPC Formathttps://docs.vortex.dev/specs/ipc-format.html
DType Formathttps://docs.vortex.dev/specs/dtype-format.html
Referenceshttps://docs.vortex.dev/references.html
Spiralhttps://spiraldb.com
GitHubhttps://github.com/spiraldb/vortex
PyPIhttps://pypi.org/project/vortex-data
Crateshttps://crates.io/crates/vortex
Back to top https://docs.vortex.dev/api/python/dataset.html
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pyarrow.Int16Scalarhttps://arrow.apache.org/docs/python/generated/pyarrow.Int16Scalar.html#pyarrow.Int16Scalar
pyarrow.Int32Scalarhttps://arrow.apache.org/docs/python/generated/pyarrow.Int32Scalar.html#pyarrow.Int32Scalar
pyarrow.Int64Scalarhttps://arrow.apache.org/docs/python/generated/pyarrow.Int64Scalar.html#pyarrow.Int64Scalar
pyarrow.UInt8Scalarhttps://arrow.apache.org/docs/python/generated/pyarrow.UInt8Scalar.html#pyarrow.UInt8Scalar
pyarrow.UInt16Scalarhttps://arrow.apache.org/docs/python/generated/pyarrow.UInt16Scalar.html#pyarrow.UInt16Scalar
pyarrow.UInt32Scalarhttps://arrow.apache.org/docs/python/generated/pyarrow.UInt32Scalar.html#pyarrow.UInt32Scalar
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Nonehttps://docs.python.org/3/library/constants.html#None
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https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.take
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https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner
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Schemahttps://arrow.apache.org/docs/python/generated/pyarrow.Schema.html#pyarrow.Schema
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Tablehttps://arrow.apache.org/docs/python/generated/pyarrow.Table.html#pyarrow.Table
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Iteratorhttps://docs.python.org/3/library/collections.abc.html#collections.abc.Iterator
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https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.scan_batches
Iteratorhttps://docs.python.org/3/library/collections.abc.html#collections.abc.Iterator
RecordBatchhttps://arrow.apache.org/docs/python/generated/pyarrow.RecordBatch.html#pyarrow.RecordBatch
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pyarrow.Tablehttps://arrow.apache.org/docs/python/generated/pyarrow.Table.html#pyarrow.Table
RecordBatchReaderhttps://arrow.apache.org/docs/python/generated/pyarrow.RecordBatchReader.html#pyarrow.RecordBatchReader
https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.to_reader
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Tablehttps://arrow.apache.org/docs/python/generated/pyarrow.Table.html#pyarrow.Table
https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.to_table
pyarrow.Tablehttps://arrow.apache.org/docs/python/generated/pyarrow.Table.html#pyarrow.Table
pyarrow.Tablehttps://arrow.apache.org/docs/python/generated/pyarrow.Table.html#pyarrow.Table
Next Type Aliases https://docs.vortex.dev/api/python/type_aliases.html
Previous Input and Output https://docs.vortex.dev/api/python/io.html
Sphinxhttps://www.sphinx-doc.org/
@pradyunsghttps://pradyunsg.me
Furohttps://github.com/pradyunsg/furo
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VortexDatasethttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset
VortexDataset.count_rows()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.count_rows
VortexDataset.filter()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.filter
VortexDataset.get_fragments()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.get_fragments
VortexDataset.head()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.head
VortexDataset.join()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.join
VortexDataset.join_asof()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.join_asof
VortexDataset.replace_schema()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.replace_schema
VortexDataset.scanner()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.scanner
VortexDataset.schemahttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.schema
VortexDataset.sort_by()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.sort_by
VortexDataset.take()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.take
VortexDataset.to_batches()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.to_batches
VortexDataset.to_record_batch_reader()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.to_record_batch_reader
VortexDataset.to_table()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexDataset.to_table
VortexFragmenthttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment
VortexFragment.count_rows()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.count_rows
VortexFragment.head()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.head
VortexFragment.partition_expressionhttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.partition_expression
VortexFragment.physical_schemahttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.physical_schema
VortexFragment.scanner()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.scanner
VortexFragment.take()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.take
VortexFragment.to_batches()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.to_batches
VortexFragment.to_table()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexFragment.to_table
VortexScannerhttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner
VortexScanner.count_rows()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.count_rows
VortexScanner.dataset_schemahttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.dataset_schema
VortexScanner.head()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.head
VortexScanner.projected_schemahttps://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.projected_schema
VortexScanner.scan_batches()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.scan_batches
VortexScanner.to_batches()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.to_batches
VortexScanner.to_reader()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.to_reader
VortexScanner.to_table()https://docs.vortex.dev/api/python/dataset.html#vortex.dataset.VortexScanner.to_table

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