pyarrow.Codec¶

class pyarrow.Codec(unicode compression, compression_level=None)¶

Bases: _Weakrefable

Compression codec.

Parameters:

compressionstr

Type of compression codec to initialize, valid values are: ‘gzip’, ‘bz2’, ‘brotli’, ‘lz4’ (or ‘lz4_frame’), ‘lz4_raw’, ‘zstd’ and ‘snappy’.

compression_levelint, None

Optional parameter specifying how aggressively to compress. The possible ranges and effect of this parameter depend on the specific codec chosen. Higher values compress more but typically use more resources (CPU/RAM). Some codecs support negative values.

gzip: The compression_level maps to the memlevel parameter of deflateInit2. Higher levels use more RAM but are faster and should have higher compression ratios.
bz2: The compression level maps to the blockSize100k parameter of the BZ2_bzCompressInit function. Higher levels use more RAM but are faster and should have higher compression ratios.
brotli: The compression level maps to the BROTLI_PARAM_QUALITY parameter. Higher values are slower and should have higher compression ratios.
lz4/lz4_frame/lz4_raw: The compression level parameter is not supported and must be None
zstd: The compression level maps to the compressionLevel parameter of ZSTD_initCStream. Negative values are supported. Higher values are slower and should have higher compression ratios.
snappy: The compression level parameter is not supported and must be None

Raises:

ValueError: If invalid compression value is passed.

Examples

>>> import pyarrow as pa
>>> pa.Codec.is_available('gzip')
True
>>> codec = pa.Codec('gzip')
>>> codec.name
'gzip'
>>> codec.compression_level
9

__init__(*args, **kwargs)¶

Methods

`__init__`(args, *kwargs)
`compress`(self, buf[, asbytes, memory_pool])	Compress data from buffer-like object.
`decompress`(self, buf[, decompressed_size, ...])	Decompress data from buffer-like object.
`default_compression_level`(unicode compression)	Returns the compression level that Arrow will use for the codec if None is specified.
`detect`(path)	Detect and instantiate compression codec based on file extension.
`is_available`(unicode compression)	Returns whether the compression support has been built and enabled.
`maximum_compression_level`(unicode compression)	Returns the largest valid value for the compression level
`minimum_compression_level`(unicode compression)	Returns the smallest valid value for the compression level
`supports_compression_level`(unicode compression)	Returns true if the compression level parameter is supported for the given codec.

Attributes

`compression_level`	Returns the compression level parameter of the codec
`name`	Returns the name of the codec

compress(self, buf, asbytes=False, memory_pool=None)¶

Compress data from buffer-like object.

Parameters:

bufpyarrow.Buffer, bytes, or other object supporting buffer protocol
asbytesbool, default False: Return result as Python bytes object, otherwise Buffer
memory_poolMemoryPool, default None: Memory pool to use for buffer allocations, if any

Returns:

compressedpyarrow.Buffer or bytes (if asbytes=True)

compression_level¶: Returns the compression level parameter of the codec

decompress(self, buf, decompressed_size=None, asbytes=False, memory_pool=None)¶

Decompress data from buffer-like object.

Parameters:

bufpyarrow.Buffer, bytes, or memoryview-compatible object
decompressed_sizeint, default None: Size of the decompressed result
asbytesbool, default False: Return result as Python bytes object, otherwise Buffer
memory_poolMemoryPool, default None: Memory pool to use for buffer allocations, if any.

Returns:

uncompressedpyarrow.Buffer or bytes (if asbytes=True)

static default_compression_level(unicode compression)¶

Returns the compression level that Arrow will use for the codec if None is specified.

Parameters:

compressionstr: Type of compression codec, refer to Codec docstring for a list of supported ones.

static detect(path)¶

Detect and instantiate compression codec based on file extension.

Parameters:

pathstr, path-like: File-path to detect compression from.

Returns:

Codec

Raises:

TypeError: If the passed value is not path-like.
ValueError: If the compression can’t be detected from the path.

static is_available(unicode compression)¶

Returns whether the compression support has been built and enabled.

Parameters:

compressionstr: Type of compression codec, refer to Codec docstring for a list of supported ones.

Returns:

bool

static maximum_compression_level(unicode compression)¶

Returns the largest valid value for the compression level

Parameters:

compressionstr: Type of compression codec, refer to Codec docstring for a list of supported ones.

static minimum_compression_level(unicode compression)¶

Returns the smallest valid value for the compression level

Parameters:

compressionstr: Type of compression codec, refer to Codec docstring for a list of supported ones.

name¶: Returns the name of the codec

static supports_compression_level(unicode compression)¶

Returns true if the compression level parameter is supported for the given codec.

Parameters:

compressionstr: Type of compression codec, refer to Codec docstring for a list of supported ones.

pyarrow.ResizableBuffer

pyarrow.compress