#!/usr/bin/env python r""" This package defines classes that simplify bit-wise creation, manipulation and interpretation of data. Classes: Bits -- An immutable container for binary data. BitArray -- A mutable container for binary data. ConstBitStream -- An immutable container with streaming methods. BitStream -- A mutable container with streaming methods. Array -- An efficient list-like container where each item has a fixed-length binary format. Dtype -- Encapsulate the data types used in the other classes. Functions: pack -- Create a BitStream from a format string. Data: options -- Module-wide options. Exceptions: Error -- Module exception base class. CreationError -- Error during creation. InterpretError -- Inappropriate interpretation of binary data. ByteAlignError -- Whole byte position or length needed. ReadError -- Reading or peeking past the end of a bitstring. https://github.com/scott-griffiths/bitstring """ __licence__ = """ The MIT License Copyright (c) 2006 Scott Griffiths ([email protected]) Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ __version__ = "4.2.3" __author__ = "Scott Griffiths" import sys from .bits import Bits from .bitstring_options import Options from .bitarray_ import BitArray from .bitstream import ConstBitStream, BitStream from .methods import pack from .array_ import Array from .exceptions import Error, ReadError, InterpretError, ByteAlignError, CreationError from .dtypes import DtypeDefinition, dtype_register, Dtype import types from typing import List, Tuple, Literal from .mxfp import decompress_luts as mxfp_decompress_luts from .fp8 import decompress_luts as binary8_decompress_luts # Decompress the LUTs for the exotic floating point formats mxfp_decompress_luts() binary8_decompress_luts() # The Options class returns a singleton. options = Options() # These get defined properly by the module magic below. This just stops mypy complaining about them. bytealigned = lsb0 = None # An opaque way of adding module level properties. Taken from https://peps.python.org/pep-0549/ # This is now deprecated. Use the options object directly instead. class _MyModuleType(types.ModuleType): @property def bytealigned(self) -> bool: """Determines whether a number of methods default to working only on byte boundaries.""" return options.bytealigned @bytealigned.setter def bytealigned(self, value: bool) -> None: """Determines whether a number of methods default to working only on byte boundaries.""" options.bytealigned = value @property def lsb0(self) -> bool: """If True, the least significant bit (the final bit) is indexed as bit zero.""" return options.lsb0 @lsb0.setter def lsb0(self, value: bool) -> None: """If True, the least significant bit (the final bit) is indexed as bit zero.""" options.lsb0 = value sys.modules[__name__].__class__ = _MyModuleType # These methods convert a bit length to the number of characters needed to print it for different interpretations. def hex_bits2chars(bitlength: int): # One character for every 4 bits return bitlength // 4 def oct_bits2chars(bitlength: int): # One character for every 3 bits return bitlength // 3 def bin_bits2chars(bitlength: int): # One character for each bit return bitlength def bytes_bits2chars(bitlength: int): # One character for every 8 bits return bitlength // 8 def uint_bits2chars(bitlength: int): # How many characters is largest possible int of this length? return len(str((1 << bitlength) - 1)) def int_bits2chars(bitlength: int): # How many characters is largest negative int of this length? (To include minus sign). return len(str((-1 << (bitlength - 1)))) def float_bits2chars(bitlength: Literal[16, 32, 64]): # These bit lengths were found by looking at lots of possible values if bitlength in [16, 32]: return 23 # Empirical value else: return 24 # Empirical value def p3binary_bits2chars(_: Literal[8]): return 19 # Empirical value def p4binary_bits2chars(_: Literal[8]): # Found by looking at all the possible values return 13 # Empirical value def e4m3mxfp_bits2chars(_: Literal[8]): return 13 def e5m2mxfp_bits2chars(_: Literal[8]): return 19 def e3m2mxfp_bits2chars(_: Literal[6]): # Not sure what the best value is here. It's 7 without considering the scale that could be applied. return 7 def e2m3mxfp_bits2chars(_: Literal[6]): # Not sure what the best value is here. return 7 def e2m1mxfp_bits2chars(_: Literal[4]): # Not sure what the best value is here. return 7 def e8m0mxfp_bits2chars(_: Literal[8]): # Has same range as float32 return 23 def mxint_bits2chars(_: Literal[8]): # Not sure what the best value is here. return 10 def bfloat_bits2chars(_: Literal[16]): # Found by looking at all the possible values return 23 # Empirical value def bits_bits2chars(bitlength: int): # For bits type we can see how long it needs to be printed by trying any value temp = Bits(bitlength) return len(str(temp)) def bool_bits2chars(_: Literal[1]): # Bools are printed as 1 or 0, not True or False, so are one character each return 1 dtype_definitions = [ # Integer types DtypeDefinition('uint', Bits._setuint, Bits._getuint, int, False, uint_bits2chars, description="a two's complement unsigned int"), DtypeDefinition('uintle', Bits._setuintle, Bits._getuintle, int, False, uint_bits2chars, allowed_lengths=(8, 16, 24, ...), description="a two's complement little-endian unsigned int"), DtypeDefinition('uintbe', Bits._setuintbe, Bits._getuintbe, int, False, uint_bits2chars, allowed_lengths=(8, 16, 24, ...), description="a two's complement big-endian unsigned int"), DtypeDefinition('int', Bits._setint, Bits._getint, int, True, int_bits2chars, description="a two's complement signed int"), DtypeDefinition('intle', Bits._setintle, Bits._getintle, int, True, int_bits2chars, allowed_lengths=(8, 16, 24, ...), description="a two's complement little-endian signed int"), DtypeDefinition('intbe', Bits._setintbe, Bits._getintbe, int, True, int_bits2chars, allowed_lengths=(8, 16, 24, ...), description="a two's complement big-endian signed int"), # String types DtypeDefinition('hex', Bits._sethex, Bits._gethex, str, False, hex_bits2chars, allowed_lengths=(0, 4, 8, ...), description="a hexadecimal string"), DtypeDefinition('bin', Bits._setbin_safe, Bits._getbin, str, False, bin_bits2chars, description="a binary string"), DtypeDefinition('oct', Bits._setoct, Bits._getoct, str, False, oct_bits2chars, allowed_lengths=(0, 3, 6, ...), description="an octal string"), # Float types DtypeDefinition('float', Bits._setfloatbe, Bits._getfloatbe, float, True, float_bits2chars, allowed_lengths=(16, 32, 64), description="a big-endian floating point number"), DtypeDefinition('floatle', Bits._setfloatle, Bits._getfloatle, float, True, float_bits2chars, allowed_lengths=(16, 32, 64), description="a little-endian floating point number"), DtypeDefinition('bfloat', Bits._setbfloatbe, Bits._getbfloatbe, float, True, bfloat_bits2chars, allowed_lengths=(16,), description="a 16 bit big-endian bfloat floating point number"), DtypeDefinition('bfloatle', Bits._setbfloatle, Bits._getbfloatle, float, True, bfloat_bits2chars, allowed_lengths=(16,), description="a 16 bit little-endian bfloat floating point number"), # Other known length types DtypeDefinition('bits', Bits._setbits, Bits._getbits, Bits, False, bits_bits2chars, description="a bitstring object"), DtypeDefinition('bool', Bits._setbool, Bits._getbool, bool, False, bool_bits2chars, allowed_lengths=(1,), description="a bool (True or False)"), DtypeDefinition('bytes', Bits._setbytes, Bits._getbytes, bytes, False, bytes_bits2chars, multiplier=8, description="a bytes object"), # Unknown length types DtypeDefinition('se', Bits._setse, Bits._getse, int, True, None, variable_length=True, description="a signed exponential-Golomb code"), DtypeDefinition('ue', Bits._setue, Bits._getue, int, False, None, variable_length=True, description="an unsigned exponential-Golomb code"), DtypeDefinition('sie', Bits._setsie, Bits._getsie, int, True, None, variable_length=True, description="a signed interleaved exponential-Golomb code"), DtypeDefinition('uie', Bits._setuie, Bits._getuie, int, False, None, variable_length=True, description="an unsigned interleaved exponential-Golomb code"), # Special case pad type DtypeDefinition('pad', Bits._setpad, Bits._getpad, None, False, None, description="a skipped section of padding"), # MXFP and IEEE 8-bit float types DtypeDefinition('p3binary', Bits._setp3binary, Bits._getp3binary, float, True, p3binary_bits2chars, allowed_lengths=(8,), description="an 8 bit float with binary8p3 format"), DtypeDefinition('p4binary', Bits._setp4binary, Bits._getp4binary, float, True, p4binary_bits2chars, allowed_lengths=(8,), description="an 8 bit float with binary8p4 format"), DtypeDefinition('e4m3mxfp', Bits._sete4m3mxfp, Bits._gete4m3mxfp, float, True, e4m3mxfp_bits2chars, allowed_lengths=(8,), description="an 8 bit float with MXFP E4M3 format"), DtypeDefinition('e5m2mxfp', Bits._sete5m2mxfp, Bits._gete5m2mxfp, float, True, e5m2mxfp_bits2chars, allowed_lengths=(8,), description="an 8 bit float with MXFP E5M2 format"), DtypeDefinition('e3m2mxfp', Bits._sete3m2mxfp, Bits._gete3m2mxfp, float, True, e3m2mxfp_bits2chars, allowed_lengths=(6,), description="a 6 bit float with MXFP E3M2 format"), DtypeDefinition('e2m3mxfp', Bits._sete2m3mxfp, Bits._gete2m3mxfp, float, True, e2m3mxfp_bits2chars, allowed_lengths=(6,), description="a 6 bit float with MXFP E2M3 format"), DtypeDefinition('e2m1mxfp', Bits._sete2m1mxfp, Bits._gete2m1mxfp, float, True, e2m1mxfp_bits2chars, allowed_lengths=(4,), description="a 4 bit float with MXFP E2M1 format"), DtypeDefinition('e8m0mxfp', Bits._sete8m0mxfp, Bits._gete8m0mxfp, float, False, e8m0mxfp_bits2chars, allowed_lengths=(8,), description="an 8 bit float with MXFP E8M0 format"), DtypeDefinition('mxint', Bits._setmxint, Bits._getmxint, float, True, mxint_bits2chars, allowed_lengths=(8,), description="an 8 bit float with MXFP INT8 format"), ] aliases: List[Tuple[str, str]] = [ # Floats default to big endian ('float', 'floatbe'), ('bfloat', 'bfloatbe'), # Some single letter aliases for popular types ('int', 'i'), ('uint', 'u'), ('hex', 'h'), ('oct', 'o'), ('bin', 'b'), ('float', 'f'), ] # Create native-endian aliases depending on the byteorder of the system byteorder: str = sys.byteorder if byteorder == 'little': aliases.extend([ ('uintle', 'uintne'), ('intle', 'intne'), ('floatle', 'floatne'), ('bfloatle', 'bfloatne'), ]) else: aliases.extend([ ('uintbe', 'uintne'), ('intbe', 'intne'), ('floatbe', 'floatne'), ('bfloatbe', 'bfloatne'), ]) for dt in dtype_definitions: dtype_register.add_dtype(dt) for alias in aliases: dtype_register.add_dtype_alias(alias[0], alias[1]) property_docstrings = [f'{name} -- Interpret as {dtype_register[name].description}.' for name in dtype_register.names] property_docstring = '\n '.join(property_docstrings) # We can't be sure the docstrings are present, as it might be compiled without docstrings. if Bits.__doc__ is not None: Bits.__doc__ = Bits.__doc__.replace('[GENERATED_PROPERTY_DESCRIPTIONS]', property_docstring) if BitArray.__doc__ is not None: BitArray.__doc__ = BitArray.__doc__.replace('[GENERATED_PROPERTY_DESCRIPTIONS]', property_docstring) if ConstBitStream.__doc__ is not None: ConstBitStream.__doc__ = ConstBitStream.__doc__.replace('[GENERATED_PROPERTY_DESCRIPTIONS]', property_docstring) if BitStream.__doc__ is not None: BitStream.__doc__ = BitStream.__doc__.replace('[GENERATED_PROPERTY_DESCRIPTIONS]', property_docstring) __all__ = ['ConstBitStream', 'BitStream', 'BitArray', 'Array', 'Bits', 'pack', 'Error', 'ReadError', 'InterpretError', 'ByteAlignError', 'CreationError', 'bytealigned', 'lsb0', 'Dtype', 'options']