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<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_decimal256.html">pyarrow.types.is_decimal256</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_list.html">pyarrow.types.is_list</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_large_list.html">pyarrow.types.is_large_list</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_fixed_size_list.html">pyarrow.types.is_fixed_size_list</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_list_view.html">pyarrow.types.is_list_view</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_large_list_view.html">pyarrow.types.is_large_list_view</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_struct.html">pyarrow.types.is_struct</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_union.html">pyarrow.types.is_union</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_nested.html">pyarrow.types.is_nested</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_run_end_encoded.html">pyarrow.types.is_run_end_encoded</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_temporal.html">pyarrow.types.is_temporal</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_timestamp.html">pyarrow.types.is_timestamp</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_date.html">pyarrow.types.is_date</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_date32.html">pyarrow.types.is_date32</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_date64.html">pyarrow.types.is_date64</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_time.html">pyarrow.types.is_time</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_time32.html">pyarrow.types.is_time32</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_time64.html">pyarrow.types.is_time64</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_duration.html">pyarrow.types.is_duration</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_interval.html">pyarrow.types.is_interval</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_null.html">pyarrow.types.is_null</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_binary.html">pyarrow.types.is_binary</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_unicode.html">pyarrow.types.is_unicode</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_string.html">pyarrow.types.is_string</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_large_binary.html">pyarrow.types.is_large_binary</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_large_unicode.html">pyarrow.types.is_large_unicode</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_large_string.html">pyarrow.types.is_large_string</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_binary_view.html">pyarrow.types.is_binary_view</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_string_view.html">pyarrow.types.is_string_view</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_fixed_size_binary.html">pyarrow.types.is_fixed_size_binary</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_map.html">pyarrow.types.is_map</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_dictionary.html">pyarrow.types.is_dictionary</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.is_primitive.html">pyarrow.types.is_primitive</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.types.TypesEnum.html">pyarrow.types.TypesEnum</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/arrays.html">Arrays and Scalars</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.array.html">pyarrow.array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.nulls.html">pyarrow.nulls</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Array.html">pyarrow.Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BooleanArray.html">pyarrow.BooleanArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FloatingPointArray.html">pyarrow.FloatingPointArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.IntegerArray.html">pyarrow.IntegerArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int8Array.html">pyarrow.Int8Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int16Array.html">pyarrow.Int16Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int32Array.html">pyarrow.Int32Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int64Array.html">pyarrow.Int64Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.NullArray.html">pyarrow.NullArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.NumericArray.html">pyarrow.NumericArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt8Array.html">pyarrow.UInt8Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt16Array.html">pyarrow.UInt16Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt32Array.html">pyarrow.UInt32Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt64Array.html">pyarrow.UInt64Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.HalfFloatArray.html">pyarrow.HalfFloatArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FloatArray.html">pyarrow.FloatArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.DoubleArray.html">pyarrow.DoubleArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BinaryArray.html">pyarrow.BinaryArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.StringArray.html">pyarrow.StringArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FixedSizeBinaryArray.html">pyarrow.FixedSizeBinaryArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeBinaryArray.html">pyarrow.LargeBinaryArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeStringArray.html">pyarrow.LargeStringArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BinaryViewArray.html">pyarrow.BinaryViewArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.StringViewArray.html">pyarrow.StringViewArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Time32Array.html">pyarrow.Time32Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Time64Array.html">pyarrow.Time64Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Date32Array.html">pyarrow.Date32Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Date64Array.html">pyarrow.Date64Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.TimestampArray.html">pyarrow.TimestampArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.DurationArray.html">pyarrow.DurationArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.MonthDayNanoIntervalArray.html">pyarrow.MonthDayNanoIntervalArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Decimal32Array.html">pyarrow.Decimal32Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Decimal64Array.html">pyarrow.Decimal64Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Decimal128Array.html">pyarrow.Decimal128Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Decimal256Array.html">pyarrow.Decimal256Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.DictionaryArray.html">pyarrow.DictionaryArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ListArray.html">pyarrow.ListArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FixedSizeListArray.html">pyarrow.FixedSizeListArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeListArray.html">pyarrow.LargeListArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ListViewArray.html">pyarrow.ListViewArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeListViewArray.html">pyarrow.LargeListViewArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.MapArray.html">pyarrow.MapArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.RunEndEncodedArray.html">pyarrow.RunEndEncodedArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.StructArray.html">pyarrow.StructArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UnionArray.html">pyarrow.UnionArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ExtensionArray.html">pyarrow.ExtensionArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FixedShapeTensorArray.html">pyarrow.FixedShapeTensorArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.OpaqueArray.html">pyarrow.OpaqueArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.JsonArray.html">pyarrow.JsonArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UuidArray.html">pyarrow.UuidArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Bool8Array.html">pyarrow.Bool8Array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.scalar.html">pyarrow.scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.NA.html">pyarrow.NA</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Scalar.html">pyarrow.Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BooleanScalar.html">pyarrow.BooleanScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int8Scalar.html">pyarrow.Int8Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int16Scalar.html">pyarrow.Int16Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int32Scalar.html">pyarrow.Int32Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Int64Scalar.html">pyarrow.Int64Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.NullScalar.html">pyarrow.NullScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt8Scalar.html">pyarrow.UInt8Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt16Scalar.html">pyarrow.UInt16Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt32Scalar.html">pyarrow.UInt32Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UInt64Scalar.html">pyarrow.UInt64Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.HalfFloatScalar.html">pyarrow.HalfFloatScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FloatScalar.html">pyarrow.FloatScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.DoubleScalar.html">pyarrow.DoubleScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BinaryScalar.html">pyarrow.BinaryScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.StringScalar.html">pyarrow.StringScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FixedSizeBinaryScalar.html">pyarrow.FixedSizeBinaryScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeBinaryScalar.html">pyarrow.LargeBinaryScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeStringScalar.html">pyarrow.LargeStringScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BinaryViewScalar.html">pyarrow.BinaryViewScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.StringViewScalar.html">pyarrow.StringViewScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Time32Scalar.html">pyarrow.Time32Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Time64Scalar.html">pyarrow.Time64Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Date32Scalar.html">pyarrow.Date32Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Date64Scalar.html">pyarrow.Date64Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.TimestampScalar.html">pyarrow.TimestampScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.DurationScalar.html">pyarrow.DurationScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.MonthDayNanoIntervalScalar.html">pyarrow.MonthDayNanoIntervalScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Decimal128Scalar.html">pyarrow.Decimal128Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Decimal256Scalar.html">pyarrow.Decimal256Scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.DictionaryScalar.html">pyarrow.DictionaryScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.RunEndEncodedScalar.html">pyarrow.RunEndEncodedScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ListScalar.html">pyarrow.ListScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FixedSizeListScalar.html">pyarrow.FixedSizeListScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeListScalar.html">pyarrow.LargeListScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ListViewScalar.html">pyarrow.ListViewScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.LargeListViewScalar.html">pyarrow.LargeListViewScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.MapScalar.html">pyarrow.MapScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.StructScalar.html">pyarrow.StructScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UnionScalar.html">pyarrow.UnionScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ExtensionScalar.html">pyarrow.ExtensionScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FixedShapeTensorScalar.html">pyarrow.FixedShapeTensorScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.OpaqueScalar.html">pyarrow.OpaqueScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.JsonScalar.html">pyarrow.JsonScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.UuidScalar.html">pyarrow.UuidScalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Bool8Scalar.html">pyarrow.Bool8Scalar</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/memory.html">Buffers and Memory</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.allocate_buffer.html">pyarrow.allocate_buffer</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.py_buffer.html">pyarrow.py_buffer</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.foreign_buffer.html">pyarrow.foreign_buffer</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Buffer.html">pyarrow.Buffer</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ResizableBuffer.html">pyarrow.ResizableBuffer</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Codec.html">pyarrow.Codec</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.compress.html">pyarrow.compress</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.decompress.html">pyarrow.decompress</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.MemoryPool.html">pyarrow.MemoryPool</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.default_memory_pool.html">pyarrow.default_memory_pool</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.jemalloc_memory_pool.html">pyarrow.jemalloc_memory_pool</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.mimalloc_memory_pool.html">pyarrow.mimalloc_memory_pool</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.system_memory_pool.html">pyarrow.system_memory_pool</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.jemalloc_set_decay_ms.html">pyarrow.jemalloc_set_decay_ms</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.set_memory_pool.html">pyarrow.set_memory_pool</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.log_memory_allocations.html">pyarrow.log_memory_allocations</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.total_allocated_bytes.html">pyarrow.total_allocated_bytes</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/tables.html">Tables and Tensors</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.chunked_array.html">pyarrow.chunked_array</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.concat_arrays.html">pyarrow.concat_arrays</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.concat_tables.html">pyarrow.concat_tables</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.record_batch.html">pyarrow.record_batch</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.concat_batches.html">pyarrow.concat_batches</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.table.html">pyarrow.table</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ChunkedArray.html">pyarrow.ChunkedArray</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.RecordBatch.html">pyarrow.RecordBatch</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Table.html">pyarrow.Table</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.TableGroupBy.html">pyarrow.TableGroupBy</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.RecordBatchReader.html">pyarrow.RecordBatchReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.interchange.from_dataframe.html">pyarrow.interchange.from_dataframe</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.Tensor.html">pyarrow.Tensor</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/compute.html">Compute Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.compute.all.html">pyarrow.compute.all</a></li>
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<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/acero.html">Acero - Streaming Execution Engine</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/files.html">Streams and File Access</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.input_stream.html">pyarrow.input_stream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.output_stream.html">pyarrow.output_stream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.memory_map.html">pyarrow.memory_map</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.create_memory_map.html">pyarrow.create_memory_map</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.NativeFile.html">pyarrow.NativeFile</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.OSFile.html">pyarrow.OSFile</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.PythonFile.html">pyarrow.PythonFile</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BufferReader.html">pyarrow.BufferReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.BufferOutputStream.html">pyarrow.BufferOutputStream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.FixedSizeBufferWriter.html">pyarrow.FixedSizeBufferWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.MemoryMappedFile.html">pyarrow.MemoryMappedFile</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.CompressedInputStream.html">pyarrow.CompressedInputStream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.CompressedOutputStream.html">pyarrow.CompressedOutputStream</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/ipc.html">Serialization and IPC</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.new_file.html">pyarrow.ipc.new_file</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.open_file.html">pyarrow.ipc.open_file</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.new_stream.html">pyarrow.ipc.new_stream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.open_stream.html">pyarrow.ipc.open_stream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.read_message.html">pyarrow.ipc.read_message</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.read_record_batch.html">pyarrow.ipc.read_record_batch</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.get_record_batch_size.html">pyarrow.ipc.get_record_batch_size</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.read_tensor.html">pyarrow.ipc.read_tensor</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.write_tensor.html">pyarrow.ipc.write_tensor</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.get_tensor_size.html">pyarrow.ipc.get_tensor_size</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.IpcReadOptions.html">pyarrow.ipc.IpcReadOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.IpcWriteOptions.html">pyarrow.ipc.IpcWriteOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.Message.html">pyarrow.ipc.Message</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.MessageReader.html">pyarrow.ipc.MessageReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.RecordBatchFileReader.html">pyarrow.ipc.RecordBatchFileReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.RecordBatchFileWriter.html">pyarrow.ipc.RecordBatchFileWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.RecordBatchStreamReader.html">pyarrow.ipc.RecordBatchStreamReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.ipc.RecordBatchStreamWriter.html">pyarrow.ipc.RecordBatchStreamWriter</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/flight.html">Arrow Flight</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.Action.html">pyarrow.flight.Action</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ActionType.html">pyarrow.flight.ActionType</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.DescriptorType.html">pyarrow.flight.DescriptorType</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightDescriptor.html">pyarrow.flight.FlightDescriptor</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightEndpoint.html">pyarrow.flight.FlightEndpoint</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightInfo.html">pyarrow.flight.FlightInfo</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.Location.html">pyarrow.flight.Location</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.MetadataRecordBatchReader.html">pyarrow.flight.MetadataRecordBatchReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.MetadataRecordBatchWriter.html">pyarrow.flight.MetadataRecordBatchWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.Ticket.html">pyarrow.flight.Ticket</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.Result.html">pyarrow.flight.Result</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.connect.html">pyarrow.flight.connect</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightCallOptions.html">pyarrow.flight.FlightCallOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightClient.html">pyarrow.flight.FlightClient</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightStreamReader.html">pyarrow.flight.FlightStreamReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightStreamWriter.html">pyarrow.flight.FlightStreamWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ClientMiddlewareFactory.html">pyarrow.flight.ClientMiddlewareFactory</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ClientMiddleware.html">pyarrow.flight.ClientMiddleware</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightDataStream.html">pyarrow.flight.FlightDataStream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightMetadataWriter.html">pyarrow.flight.FlightMetadataWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightServerBase.html">pyarrow.flight.FlightServerBase</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.GeneratorStream.html">pyarrow.flight.GeneratorStream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.RecordBatchStream.html">pyarrow.flight.RecordBatchStream</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ServerCallContext.html">pyarrow.flight.ServerCallContext</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ServerMiddlewareFactory.html">pyarrow.flight.ServerMiddlewareFactory</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ServerMiddleware.html">pyarrow.flight.ServerMiddleware</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ClientAuthHandler.html">pyarrow.flight.ClientAuthHandler</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.ServerAuthHandler.html">pyarrow.flight.ServerAuthHandler</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightError.html">pyarrow.flight.FlightError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightCancelledError.html">pyarrow.flight.FlightCancelledError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightInternalError.html">pyarrow.flight.FlightInternalError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightServerError.html">pyarrow.flight.FlightServerError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightTimedOutError.html">pyarrow.flight.FlightTimedOutError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightUnauthenticatedError.html">pyarrow.flight.FlightUnauthenticatedError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightUnauthorizedError.html">pyarrow.flight.FlightUnauthorizedError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightUnavailableError.html">pyarrow.flight.FlightUnavailableError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightWriteSizeExceededError.html">pyarrow.flight.FlightWriteSizeExceededError</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.FlightMethod.html">pyarrow.flight.FlightMethod</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.flight.CallInfo.html">pyarrow.flight.CallInfo</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/formats.html">Tabular File Formats</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.ConvertOptions.html">pyarrow.csv.ConvertOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.CSVStreamingReader.html">pyarrow.csv.CSVStreamingReader</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.CSVWriter.html">pyarrow.csv.CSVWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.ISO8601.html">pyarrow.csv.ISO8601</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.ParseOptions.html">pyarrow.csv.ParseOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.ReadOptions.html">pyarrow.csv.ReadOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.WriteOptions.html">pyarrow.csv.WriteOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.open_csv.html">pyarrow.csv.open_csv</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.read_csv.html">pyarrow.csv.read_csv</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.write_csv.html">pyarrow.csv.write_csv</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.csv.InvalidRow.html">pyarrow.csv.InvalidRow</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.feather.read_feather.html">pyarrow.feather.read_feather</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.feather.read_table.html">pyarrow.feather.read_table</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.feather.write_feather.html">pyarrow.feather.write_feather</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.json.ReadOptions.html">pyarrow.json.ReadOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.json.ParseOptions.html">pyarrow.json.ParseOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.json.open_json.html">pyarrow.json.open_json</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.json.read_json.html">pyarrow.json.read_json</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.ParquetDataset.html">pyarrow.parquet.ParquetDataset</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.ParquetFile.html">pyarrow.parquet.ParquetFile</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.ParquetWriter.html">pyarrow.parquet.ParquetWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.read_table.html">pyarrow.parquet.read_table</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.read_metadata.html">pyarrow.parquet.read_metadata</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.read_pandas.html">pyarrow.parquet.read_pandas</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.read_schema.html">pyarrow.parquet.read_schema</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.write_metadata.html">pyarrow.parquet.write_metadata</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.write_table.html">pyarrow.parquet.write_table</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.write_to_dataset.html">pyarrow.parquet.write_to_dataset</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.FileMetaData.html">pyarrow.parquet.FileMetaData</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.RowGroupMetaData.html">pyarrow.parquet.RowGroupMetaData</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.SortingColumn.html">pyarrow.parquet.SortingColumn</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.ColumnChunkMetaData.html">pyarrow.parquet.ColumnChunkMetaData</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.Statistics.html">pyarrow.parquet.Statistics</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.ParquetSchema.html">pyarrow.parquet.ParquetSchema</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.ColumnSchema.html">pyarrow.parquet.ColumnSchema</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.ParquetLogicalType.html">pyarrow.parquet.ParquetLogicalType</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.encryption.CryptoFactory.html">pyarrow.parquet.encryption.CryptoFactory</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.encryption.KmsClient.html">pyarrow.parquet.encryption.KmsClient</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.encryption.KmsConnectionConfig.html">pyarrow.parquet.encryption.KmsConnectionConfig</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.encryption.EncryptionConfiguration.html">pyarrow.parquet.encryption.EncryptionConfiguration</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.parquet.encryption.DecryptionConfiguration.html">pyarrow.parquet.encryption.DecryptionConfiguration</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.orc.ORCFile.html">pyarrow.orc.ORCFile</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.orc.ORCWriter.html">pyarrow.orc.ORCWriter</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.orc.read_table.html">pyarrow.orc.read_table</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.orc.write_table.html">pyarrow.orc.write_table</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/filesystems.html">Filesystems</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.FileInfo.html">pyarrow.fs.FileInfo</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.FileSelector.html">pyarrow.fs.FileSelector</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.FileSystem.html">pyarrow.fs.FileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.LocalFileSystem.html">pyarrow.fs.LocalFileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.S3FileSystem.html">pyarrow.fs.S3FileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.GcsFileSystem.html">pyarrow.fs.GcsFileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.HadoopFileSystem.html">pyarrow.fs.HadoopFileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.SubTreeFileSystem.html">pyarrow.fs.SubTreeFileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.AzureFileSystem.html">pyarrow.fs.AzureFileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.PyFileSystem.html">pyarrow.fs.PyFileSystem</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.FileSystemHandler.html">pyarrow.fs.FileSystemHandler</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.FSSpecHandler.html">pyarrow.fs.FSSpecHandler</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.copy_files.html">pyarrow.fs.copy_files</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.initialize_s3.html">pyarrow.fs.initialize_s3</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.finalize_s3.html">pyarrow.fs.finalize_s3</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.resolve_s3_region.html">pyarrow.fs.resolve_s3_region</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.fs.S3LogLevel.html">pyarrow.fs.S3LogLevel</a></li>
</ul>
</details></li>
<li class="toctree-l3 has-children"><a class="reference internal" href="../python/api/dataset.html">Dataset</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.dataset.html">pyarrow.dataset.dataset</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.parquet_dataset.html">pyarrow.dataset.parquet_dataset</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.partitioning.html">pyarrow.dataset.partitioning</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.field.html">pyarrow.dataset.field</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.scalar.html">pyarrow.dataset.scalar</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.write_dataset.html">pyarrow.dataset.write_dataset</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.FileFormat.html">pyarrow.dataset.FileFormat</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.CsvFileFormat.html">pyarrow.dataset.CsvFileFormat</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.CsvFragmentScanOptions.html">pyarrow.dataset.CsvFragmentScanOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.IpcFileFormat.html">pyarrow.dataset.IpcFileFormat</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.JsonFileFormat.html">pyarrow.dataset.JsonFileFormat</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.ParquetFileFormat.html">pyarrow.dataset.ParquetFileFormat</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.ParquetReadOptions.html">pyarrow.dataset.ParquetReadOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.ParquetFragmentScanOptions.html">pyarrow.dataset.ParquetFragmentScanOptions</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.ParquetFileFragment.html">pyarrow.dataset.ParquetFileFragment</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.OrcFileFormat.html">pyarrow.dataset.OrcFileFormat</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.Partitioning.html">pyarrow.dataset.Partitioning</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.PartitioningFactory.html">pyarrow.dataset.PartitioningFactory</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.DirectoryPartitioning.html">pyarrow.dataset.DirectoryPartitioning</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.HivePartitioning.html">pyarrow.dataset.HivePartitioning</a></li>
<li class="toctree-l4"><a class="reference internal" href="../python/generated/pyarrow.dataset.FilenamePartitioning.html">pyarrow.dataset.FilenamePartitioning</a></li>
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<section id="arrow-flight-sql-jdbc-driver">
<h1><a class="toc-backref" href="#id1" role="doc-backlink">Arrow Flight SQL JDBC Driver</a><a class="headerlink" href="#arrow-flight-sql-jdbc-driver" title="Link to this heading">#</a></h1>
<p>The Flight SQL JDBC driver is a JDBC driver implementation that uses
the <a class="reference internal" href="../format/FlightSql.html"><span class="doc">Flight SQL protocol</span></a> under the hood.
This driver can be used with any database that implements Flight SQL.</p>
<nav class="contents" id="contents">
<p class="topic-title">Contents</p>
<ul class="simple">
<li><p><a class="reference internal" href="#arrow-flight-sql-jdbc-driver" id="id1">Arrow Flight SQL JDBC Driver</a></p>
<ul>
<li><p><a class="reference internal" href="#installation-and-requirements" id="id2">Installation and Requirements</a></p></li>
<li><p><a class="reference internal" href="#connecting-to-a-database" id="id3">Connecting to a Database</a></p></li>
</ul>
</li>
</ul>
</nav>
<section id="installation-and-requirements">
<h2><a class="toc-backref" href="#id2" role="doc-backlink">Installation and Requirements</a><a class="headerlink" href="#installation-and-requirements" title="Link to this heading">#</a></h2>
<p>The driver is compatible with JDK 11+. Note that the following JVM
parameter is required:</p>
<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>java<span class="w"> </span>--add-opens<span class="o">=</span>java.base/java.nio<span class="o">=</span>ALL-UNNAMED<span class="w"> </span>...
</pre></div>
</div>
<p>To add a dependency via Maven, use a <code class="docutils literal notranslate"><span class="pre">pom.xml</span></code> like the following:</p>
<div class="highlight-xml notranslate"><div class="highlight"><pre><span></span><span class="cp">&lt;?xml version=&quot;1.0&quot; encoding=&quot;UTF-8&quot;?&gt;</span>
<span class="nt">&lt;project</span><span class="w"> </span><span class="na">xmlns=</span><span class="s">&quot;http://maven.apache.org/POM/4.0.0&quot;</span>
<span class="w"> </span><span class="na">xmlns:xsi=</span><span class="s">&quot;http://www.w3.org/2001/XMLSchema-instance&quot;</span>
<span class="w"> </span><span class="na">xsi:schemaLocation=</span><span class="s">&quot;http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd&quot;</span><span class="nt">&gt;</span>
<span class="w"> </span><span class="nt">&lt;modelVersion&gt;</span>4.0.0<span class="nt">&lt;/modelVersion&gt;</span>
<span class="w"> </span><span class="nt">&lt;groupId&gt;</span>org.example<span class="nt">&lt;/groupId&gt;</span>
<span class="w"> </span><span class="nt">&lt;artifactId&gt;</span>demo<span class="nt">&lt;/artifactId&gt;</span>
<span class="w"> </span><span class="nt">&lt;version&gt;</span>1.0-SNAPSHOT<span class="nt">&lt;/version&gt;</span>
<span class="w"> </span><span class="nt">&lt;properties&gt;</span>
<span class="w"> </span><span class="nt">&lt;arrow.version&gt;</span>18.1.0<span class="nt">&lt;/arrow.version&gt;</span>
<span class="w"> </span><span class="nt">&lt;/properties&gt;</span>
<span class="w"> </span><span class="nt">&lt;dependencies&gt;</span>
<span class="w"> </span><span class="nt">&lt;dependency&gt;</span>
<span class="w"> </span><span class="nt">&lt;groupId&gt;</span>org.apache.arrow<span class="nt">&lt;/groupId&gt;</span>
<span class="w"> </span><span class="nt">&lt;artifactId&gt;</span>flight-sql-jdbc-driver<span class="nt">&lt;/artifactId&gt;</span>
<span class="w"> </span><span class="nt">&lt;version&gt;</span>${arrow.version}<span class="nt">&lt;/version&gt;</span>
<span class="w"> </span><span class="nt">&lt;/dependency&gt;</span>
<span class="w"> </span><span class="nt">&lt;/dependencies&gt;</span>
<span class="nt">&lt;/project&gt;</span>
</pre></div>
</div>
</section>
<section id="connecting-to-a-database">
<h2><a class="toc-backref" href="#id3" role="doc-backlink">Connecting to a Database</a><a class="headerlink" href="#connecting-to-a-database" title="Link to this heading">#</a></h2>
<p>The URI format is as follows:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>jdbc:arrow-flight-sql://HOSTNAME:PORT[/?param1=val1&amp;param2=val2&amp;...]
</pre></div>
</div>
<p>For example, take this URI:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>jdbc:arrow-flight-sql://localhost:12345/?username=admin&amp;password=pass&amp;useEncryption=1
</pre></div>
</div>
<p>This will connect to a Flight SQL service running on <code class="docutils literal notranslate"><span class="pre">localhost</span></code> on
port 12345. It will create a secure, encrypted connection, and
authenticate using the username <code class="docutils literal notranslate"><span class="pre">admin</span></code> and the password <code class="docutils literal notranslate"><span class="pre">pass</span></code>.</p>
<p>The components of the URI are as follows.</p>
<ul class="simple">
<li><p>The URI scheme must be <code class="docutils literal notranslate"><span class="pre">jdbc:arrow-flight-sql://</span></code>.</p></li>
<li><p><strong>HOSTNAME</strong> is the hostname of the Flight SQL service.</p></li>
<li><p><strong>PORT</strong> is the port of the Flight SQL service.</p></li>
</ul>
<p>Additional options can be passed as query parameters. Parameter names are
case-sensitive. The supported parameters are:</p>
<div class="pst-scrollable-table-container"><table class="table">
<thead>
<tr class="row-odd"><th class="head"><p>Parameter</p></th>
<th class="head"><p>Default</p></th>
<th class="head"><p>Description</p></th>
</tr>
</thead>
<tbody>
<tr class="row-even"><td><p>disableCertificateVerification</p></td>
<td><p>false</p></td>
<td><p>When TLS is enabled, whether to verify the server certificate</p></td>
</tr>
<tr class="row-odd"><td><p>password</p></td>
<td><p>null</p></td>
<td><p>The password for user/password authentication</p></td>
</tr>
<tr class="row-even"><td><p>threadPoolSize</p></td>
<td><p>1</p></td>
<td><p>The size of an internal thread pool</p></td>
</tr>
<tr class="row-odd"><td><p>token</p></td>
<td><p>null</p></td>
<td><p>The token used for token authentication</p></td>
</tr>
<tr class="row-even"><td><p>trustStore</p></td>
<td><p>null</p></td>
<td><p>When TLS is enabled, the path to the certificate store</p></td>
</tr>
<tr class="row-odd"><td><p>trustStorePassword</p></td>
<td><p>null</p></td>
<td><p>When TLS is enabled, the password for the certificate store</p></td>
</tr>
<tr class="row-even"><td><p>tlsRootCerts</p></td>
<td><p>null</p></td>
<td><p>Path to PEM-encoded root certificates for TLS - use this as
an alternative to <code class="docutils literal notranslate"><span class="pre">trustStore</span></code></p></td>
</tr>
<tr class="row-odd"><td><p>clientCertificate</p></td>
<td><p>null</p></td>
<td><p>Path to PEM-encoded client mTLS certificate when the Flight
SQL server requires client verification.</p></td>
</tr>
<tr class="row-even"><td><p>clientKey</p></td>
<td><p>null</p></td>
<td><p>Path to PEM-encoded client mTLS key when the Flight
SQL server requires client verification.</p></td>
</tr>
<tr class="row-odd"><td><p>useEncryption</p></td>
<td><p>true</p></td>
<td><p>Whether to use TLS (the default is an encrypted connection)</p></td>
</tr>
<tr class="row-even"><td><p>user</p></td>
<td><p>null</p></td>
<td><p>The username for user/password authentication</p></td>
</tr>
<tr class="row-odd"><td><p>useSystemTrustStore</p></td>
<td><p>true</p></td>
<td><p>When TLS is enabled, whether to use the system certificate store</p></td>
</tr>
<tr class="row-even"><td><p>retainCookies</p></td>
<td><p>true</p></td>
<td><p>Whether to use cookies from the initial connection in subsequent
internal connections when retrieving streams from separate endpoints.</p></td>
</tr>
<tr class="row-odd"><td><p>retainAuth</p></td>
<td><p>true</p></td>
<td><p>Whether to use bearer tokens obtained from the initial connection
in subsequent internal connections used for retrieving streams
from separate endpoints.</p></td>
</tr>
</tbody>
</table>
</div>
<p>Note that URI values must be URI-encoded if they contain characters such
as !, &#64;, $, etc.</p>
<p>Any URI parameters that are not handled by the driver are passed to
the Flight SQL service as gRPC headers. For example, the following URI</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>jdbc:arrow-flight-sql://localhost:12345/?useEncryption=0&amp;database=mydb
</pre></div>
</div>
<p>This will connect without authentication or encryption, to a Flight
SQL service running on <code class="docutils literal notranslate"><span class="pre">localhost</span></code> on port 12345. Each request will
also include a <code class="docutils literal notranslate"><span class="pre">database=mydb</span></code> gRPC header.</p>
<p>Connection parameters may also be supplied using the Properties object
when using the JDBC Driver Manager to connect. When supplying using
the Properties object, values should <em>not</em> be URI-encoded.</p>
<p>Parameters specified by the URI supercede parameters supplied by the
Properties object. When calling the <a class="reference external" href="https://docs.oracle.com/javase/8/docs/api/java/sql/DriverManager.html#getConnection-java.lang.String-java.lang.String-java.lang.String-">user/password overload of
DriverManager#getConnection()</a>,
the username and password supplied on the URI supercede the username and
password arguments to the function call.</p>
</section>
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