/
binfield.py
1254 lines (1009 loc) · 34.3 KB
/
binfield.py
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# Copyright 2016 - 2017 Alexey Stepanov aka penguinolog
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.
# cython: binding=True, embedsignature=True
"""BinField module.
Implements BinField in Python
"""
from __future__ import unicode_literals
import collections
import copy
import math
import six
__all__ = ('BinField', )
string_types = (
str if six.PY3
else six.text_type, six.binary_type
)
def _is_descriptor(obj):
"""Return True if obj is a descriptor, False otherwise."""
return (
hasattr(obj, '__get__') or
hasattr(obj, '__set__') or
hasattr(obj, '__delete__')
)
def _is_dunder(name):
"""Return True if a __dunder__ name, False otherwise."""
return (name[:2] == name[-2:] == '__' and
name[2:3] != '_' and
name[-3:-2] != '_' and
len(name) > 4)
def _is_sunder(name):
"""Return True if a _sunder_ name, False otherwise."""
return (name[0] == name[-1] == '_' and
name[1:2] != '_' and
name[-2:-1] != '_' and
len(name) > 2)
def _is_valid_slice(obj):
"""Slice is valid for BinField operations.
:type obj: slice
:rtype: bool
"""
valid_precondition = isinstance(obj, slice) and obj.step is None
if not valid_precondition:
return False
if obj.start is not None and obj.stop is not None:
return valid_precondition and 0 <= obj.start < obj.stop
return valid_precondition
def _is_valid_slice_mapping(obj):
"""Object is valid slice mapping.
:rtype: bool
"""
return (
isinstance(obj, (tuple, list)) and len(obj) == 2 and
isinstance(obj[0], int) and isinstance(obj[1], int) and
0 <= obj[0] < obj[1]
)
def _mapping_filter(item):
"""Filter for naming records from namespace.
:param item: namespace item
:type item: tuple
:rtype: bool
"""
name, obj = item
if not isinstance(name, string_types):
return False
if name in {'_index_'}:
return True
# Descriptors, special methods, protected
if _is_descriptor(obj) or _is_dunder(name) or name.startswith('_'):
return False
# Index / slice / slice from iterable
if isinstance(
obj, int
) or _is_valid_slice(
obj
) or _is_valid_slice_mapping(
obj
):
return True
# Not nested
if not isinstance(obj, dict):
return False
# Process nested
return all((_mapping_filter(value) for value in obj.items()))
def _get_index(val):
"""Extract real index from index."""
if isinstance(val, int) or _is_valid_slice(val):
return val
if _is_valid_slice_mapping(val):
return slice(*val)
if isinstance(val, dict):
return slice(*val['_index_'])
def _get_mask(start, end):
"""Make default mask.
:type start: int
:type end: int
:rtype: int
"""
return (1 << end) - (1 << start)
def _get_start_index(src):
"""Internal method for sorting mapping.
:param src: tuple from dict.items()
:type src: tuple
:rtype: int
"""
if isinstance(src[1], int):
return src[1]
return _get_index(src[1]).start
def _prepare_mapping(mapping):
"""Check indexes for intersections.
:type mapping: dict
:rtype: collections.OrderedDict
"""
mapping_mask = 0
new_mapping = collections.OrderedDict()
cycle_end = False
# pylint: disable=undefined-loop-variable
def check_update_mapping_mask(mask):
"""Check mask for validity and return updated value.
:type mask: int
:rtype: int
"""
if mapping_mask & mask != 0:
raise IndexError(
'Mapping key {key} has intersection with other keys '
'by mask {mask:b}'.format(
key=m_key,
mask=mapping_mask & mask
))
return mapping_mask | mask
# pylint: enable=undefined-loop-variable
if '_index_' in mapping:
new_mapping['_index_'] = mapping.pop('_index_')
unexpected = [
item for item in mapping.items() if not _mapping_filter(item)
]
if unexpected:
raise ValueError(
'Mapping contains unexpected data: '
'{!r}'.format(unexpected))
for m_key, m_val in sorted(
mapping.items(),
key=_get_start_index
):
if cycle_end:
raise IndexError(
'Mapping after non-ending slice index! '
'First key: {}'.format(m_key))
if isinstance(m_val, (list, tuple)):
new_mapping[m_key] = slice(*m_val) # Mapped slice -> slice
mapping_mask = check_update_mapping_mask(_get_mask(*m_val))
elif isinstance(m_val, int):
mapping_mask = check_update_mapping_mask(
_get_mask(m_val, m_val + 1)
)
new_mapping[m_key] = m_val
elif isinstance(m_val, dict): # nested mapping
mapping_mask = check_update_mapping_mask(
_get_mask(*m_val['_index_'])
)
new_mapping[m_key] = _prepare_mapping(m_val)
else:
if m_val.stop:
mapping_mask = check_update_mapping_mask(
_get_mask(
m_val.start if m_val.start else 0,
m_val.stop
)
)
else:
if mapping_mask & (1 << m_val.start) != 0:
raise IndexError(
'Mapping key {key} has intersection '
'with other keys by mask {mask:b}'.format(
key=m_key,
mask=mapping_mask & (1 << m_val.start)
))
cycle_end = True
new_mapping[m_key] = m_val
return new_mapping
def _make_mapping_property(key):
"""Property generator. Fixing lazy calculation.
:rtype: property
"""
return property(
fget=lambda self: self.__getitem__(key),
fset=lambda self, val: self.__setitem__(key, val),
doc="""mapping key: {}""".format(key)
)
def _make_static_ro_property(name, val):
"""Property generator for static cases.
:type name: str
:type val: object
"""
return property(
fget=lambda _=None: val,
doc="""Read-only {}""".format(name)
)
def _py2_str(src):
"""Convert text to correct python type."""
if not six.PY3 and isinstance(src, six.text_type):
return src.encode(
encoding='utf-8',
errors='strict',
)
return src
class BaseBinFieldMeta(object):
"""Fake class for BinFieldMeta compilation and class instance creation."""
pass
class BinField(object):
"""Fake class for BinFieldMeta compilation."""
pass
class BaseMeta(type):
"""Metaclass for BaseClass creation."""
@property
def _value_(cls):
"""Internal value (integer)."""
return NotImplemented
@property
def _size_(cls):
"""Only for sized (Not BaseClass)."""
return NotImplemented
@property
def _bit_size_(cls):
"""Only for sized (Not BaseClass)."""
return NotImplemented
@property
def _mask_(cls):
"""Only if mask presents (Not BaseClass)."""
return NotImplemented
@property
def _mapping_(cls):
"""Only for indexed (Not BaseClass)."""
return NotImplemented
class BinFieldMeta(BaseMeta, type):
"""Metaclass for BinField class and subclasses construction."""
# noinspection PyInitNewSignature
def __new__(mcs, name, bases, classdict):
"""BinField metaclass.
:type name: str
:type bases: tuple
:type classdict: dict
:returns: new class
"""
name = _py2_str(name)
if not (
BaseBinFieldMeta in bases or
any((issubclass(base, BaseBinFieldMeta) for base in bases))
):
# Top level baseclass: cleanup
for key in ('_value_', '_size_', '_mask_', '_mapping_'):
classdict.pop(key, None) # pragma: no cover
return super(
BinFieldMeta,
mcs
).__new__(mcs, name, bases, classdict)
meta_dict = {}
meta_name = _py2_str("{}Meta".format(name))
if '_index_' in classdict:
raise ValueError(
'_index_ is reserved index for slicing nested BinFields'
)
size = classdict.pop('_size_', None)
mask_from_size = None
if size is not None:
if not isinstance(size, int):
raise TypeError(
'Pre-defined size has invalid type: {!r}'.format(size)
)
if size <= 0:
raise ValueError('Size must be positive value !')
mask_from_size = (1 << size) - 1
mask = classdict.pop('_mask_', mask_from_size)
if mask is not None:
if not isinstance(mask, six.integer_types):
raise TypeError(
'Pre-defined mask has invalid type: {!r}'.format(mask)
)
if mask < 0:
raise ValueError('BitMask is strictly positive!')
if size is None:
# noinspection PyUnresolvedReferences
size = mask.bit_length()
meta_dict['_size_'] = classdict['_size_'] = \
_make_static_ro_property('size', size)
meta_dict['_mask_'] = classdict['_mask_'] = \
_make_static_ro_property('mask', mask)
mapping = classdict.pop('_mapping_', None)
if mapping is None:
mapping = {}
for m_key, m_val in filter(
_mapping_filter,
classdict.copy().items()
):
if isinstance(m_val, (list, tuple)):
mapping[m_key] = slice(*m_val) # Mapped slice -> slice
else:
mapping[m_key] = m_val
del classdict[m_key]
garbage = {
name: obj for name, obj in classdict.items()
if not (
_is_dunder(name) or _is_sunder(name) or _is_descriptor(obj)
)
}
if garbage:
raise TypeError(
'Several data is not recognized in class structure: '
'{!r}'.format(garbage)
)
ready_mapping = _prepare_mapping(mapping)
if ready_mapping:
meta_dict['_mapping_'] = classdict['_mapping_'] = \
_make_static_ro_property('mapping',
copy.deepcopy(ready_mapping)
)
for m_key in ready_mapping:
classdict[_py2_str(m_key)] = _make_mapping_property(m_key)
meta_dict[_py2_str(m_key)] = _make_static_ro_property(
m_key,
_get_index(ready_mapping[m_key])
)
else:
meta_dict['_mapping_'] = classdict['_mapping_'] = \
_make_static_ro_property('mapping', None)
classdict['_cache_'] = {} # Use for subclasses memorize
if BinField not in bases:
return super(
BinFieldMeta,
mcs
).__new__(
mcs, name, bases, classdict)
# noinspection PyPep8Naming
RealMeta = type(
meta_name,
(type,),
meta_dict
)
# pylint: disable=bad-mcs-classmethod-argument
class SubMeta(RealMeta, BinFieldMeta, type):
"""Mixin metaclass for creating BinField subclasses.
Properties is made in RealMeta and here we are creating new class
by the single possible way (usage of super() is impossible).
"""
# noinspection PyMethodParameters,PyInitNewSignature
def __new__(smcs, sname, sbases, sns):
for base in sbases:
if base is not BinField and issubclass(base, BinField):
raise TypeError("Cannot extend BinField")
sns['__slots__'] = () # No any new fields on instances
return type.__new__(SubMeta, sname, sbases, sns)
# pylint: enable=bad-mcs-classmethod-argument
return type.__new__(SubMeta, name, bases, classdict)
@classmethod
def makecls(mcs, name, mapping=None, mask=None, size=None):
"""Create new BinField subclass.
:param name: Class name
:type name: str
:param mapping: Data mapping
:type mapping: dict
:param mask: Data mask for new class
:type mask: int
:param size: BinField bit length
:type size: int
:returns: BinField subclass
"""
classdict = {
'_size_': size,
'_mask_': mask,
'__slots__': ()
}
if mapping is not None:
classdict['_mapping_'] = mapping
# noinspection PyTypeChecker
return mcs.__new__(mcs, name, (BinField, ), classdict)
# noinspection PyRedeclaration
BaseBinFieldMeta = type.__new__( # noqa
BinFieldMeta,
_py2_str('BaseBinFieldMeta'),
(object, ),
{'__slots__': ()}
)
# noinspection PyRedeclaration,PyMissingConstructor
class BinField(BaseBinFieldMeta): # noqa # redefinition of unused 'BinField'
"""BinField representation."""
__slots__ = ['__value', '__parent_link']
_cache_ = {} # Will be replaced by the same by metaclass, but helps lint
_size_ = None
_mask_ = None
_mapping_ = None
# pylint: disable=super-init-not-called
def __init__(self, x=0, base=10, _parent=None):
"""Create new BinField object from integer value.
:param x: Start value
:type x: typing.Union[int, str, bytes]
:param base: base for start value
:type base: int
:param _parent: Parent link. For internal usage only.
:type _parent: typing.Optional[typing.Tuple[BinField, slice]]
"""
self.__value = (
x if isinstance(x, six.integer_types)
else int(x, base=base)
)
if self._mask_:
self.__value &= self._mask_
self.__parent_link = _parent
# pylint: enable=super-init-not-called
@property
def _bit_size_(self):
"""Number of bits necessary to represent self in binary.
Could be frozen by constructor
:rtype: int
"""
return self._size_ if self._size_ else self._value_.bit_length()
def __len__(self):
"""Data length in bytes."""
length = int(math.ceil(self._bit_size_ / 8.))
return length if length != 0 else 1
@property
def _value_(self):
"""Internal value (integer).
:rtype: int
"""
if self.__parent_link is not None: # Update value from parent
obj, offset = self.__parent_link
self.__value = (obj & (self._mask_ << offset)) >> offset
return self.__value
# noinspection PyProtectedMember
@_value_.setter
def _value_(self, new_value):
"""Internal value (integer).
:type new_value: int
"""
if self._mask_:
new_value &= self._mask_
if self.__parent_link is not None:
obj, offset = self.__parent_link
obj[:] =\
int(obj) & ~(self._mask_ << offset) | (new_value << offset)
self.__value = new_value
# integer methods
def __int__(self):
"""Conversion to normal int.
:rtype: int
"""
return self._value_
def __index__(self):
"""Special method used for bin()/hex/oct/slicing support.
:rtype: int
"""
return self._value_
# math operators
def __abs__(self):
"""int mimic.
:rtype: int
"""
return self._value_
def __gt__(self, other):
"""Comparing logic.
:rtype: bool
"""
return self._value_ > int(other)
def __ge__(self, other):
"""Comparing logic.
:rtype: bool
"""
return self._value_ >= int(other)
def __lt__(self, other):
"""Comparing logic.
:rtype: bool
"""
return self._value_ < int(other)
def __le__(self, other):
"""Comparing logic.
:rtype: bool
"""
return self._value_ <= int(other)
# pylint: disable=protected-access
def __eq__(self, other):
"""Comparing logic.
:rtype: bool
"""
# As integer
if isinstance(other, (int, self.__class__)):
return self._value_ == other
if isinstance(other, BinField):
# noinspection PyUnresolvedReferences,PyProtectedMember
return (
self._value_ == other._value_ and
self._mapping_ == other._mapping_ and
len(self) == len(other)
)
return False
# pylint: enable=protected-access
def __ne__(self, other):
"""Comparing logic.
:rtype: bool
"""
return not self == other
# Modify Bitwise operations
def __iand__(self, other):
"""int mimic."""
self._value_ &= int(other)
return self
def __ior__(self, other):
"""int mimic."""
self._value_ |= int(other)
return self
def __ixor__(self, other):
"""int mimic."""
self._value_ ^= int(other)
return self
# Non modify operations: new BinField will re-use _mapping_
# pylint: disable=no-value-for-parameter
def __and__(self, other):
"""int mimic.
:rtype: BinField
"""
return self.__class__(self._value_ & int(other))
def __or__(self, other):
"""int mimic.
:rtype: BinField
"""
return self.__class__(self._value_ | int(other))
def __xor__(self, other):
"""int mimic.
:rtype: BinField
"""
return self.__class__(self._value_ ^ int(other))
# pylint: enable=no-value-for-parameter
# Integer modify operations
def __iadd__(self, other):
"""int mimic."""
res = self._value_ + int(other)
if self._size_ and self._size_ < res.bit_length():
raise OverflowError(
'Result value {} not fill in '
'data length ({} bits)'.format(res, self._size_))
if res < 0:
raise ValueError(
'BinField could not be negative!'
)
self._value_ = res
return self
def __isub__(self, other):
"""int mimic."""
return self.__iadd__(-other)
# Integer non-modify operations. New object is BinField, if not overflow
# new BinField will re-use _mapping_
# pylint: disable=no-value-for-parameter
def __add__(self, other):
"""int mimic.
:rtype: typing.Union[int, BinField]
"""
res = self._value_ + int(other)
if res < 0:
raise ValueError(
'BinField could not be negative! '
'Value {} is bigger, than {}'.format(
other, self._value_
)
)
if self._size_ and self._size_ < res.bit_length():
return res
return self.__class__(res)
def __sub__(self, other):
"""int mimic.
:rtype: typing.Union[int, BinField]
"""
return self.__add__(-other)
# pylint: enable=no-value-for-parameter
# Integer -> integer operations
def __mul__(self, other):
"""int mimic.
:rtype: int
"""
return self._value_ * other
def __lshift__(self, other):
"""int mimic.
:rtype: int
"""
return self._value_ << other
def __rshift__(self, other):
"""int mimic.
:rtype: int
"""
return self._value_ >> other
def __bool__(self):
"""int mimic.
:rtype: bool
"""
return bool(self._value_)
# Data manipulation: hash, pickle
def __hash__(self):
"""Usage for indexes."""
return hash((
self.__class__,
self._value_,
# link is not included, but linked objects will have different
# base classes due to on the fly generation
))
# pylint: disable=no-value-for-parameter
def __copy__(self):
"""Copy logic.
:rtype: BinField
.. note:: Uplink is destroyed on copy.
"""
return self.__class__(self._value_)
# pylint: enable=no-value-for-parameter
def __getstate__(self):
"""Pickling.
:rtype: typing.Dict[str: int]
"""
if self.__parent_link:
raise ValueError('Linked BinFields does not supports pickle')
return {
'x': self.__value,
}
def __getnewargs__(self): # PYPY requires this
"""required for pickle.
:rtype: typing.Tuple
"""
return ()
def __setstate__(self, state):
"""Restore from pickle.
:type state: typing.Dict[str: int]
"""
self.__init__(**state) # getstate returns enough data for __init__
def _get_child_cls_(self, mask, name, cls_mask, size, mapping=None):
"""Get child class with memorize support.
:type mask: int
:type name: str
:type cls_mask: int
:type size: int
:type mapping: typing.Optional[
typing.Dict[
str,
typing.Union[slice, int, typing.Dict]
]
]
"""
# Memorize
# pylint: disable=protected-access
if (mask, name) not in self.__class__._cache_:
cls = BinFieldMeta.makecls(
name=name,
mapping=mapping,
mask=cls_mask,
size=size
)
self.__class__._cache_[(mask, name)] = cls
cls = self.__class__._cache_[(mask, name)]
# pylint: enable=protected-access
return cls
# Access as dict
def _getslice_(self, item, mapping=None, name=None):
"""Get slice from self.
:type item: slice
:type mapping: typing.Optional[typing.Dict]
:type name: typing.Optional[str]
:rtype: BinField
"""
if item.start is None and item.stop is None:
return self.__copy__()
if item.start:
if self._size_ and item.start > self._size_:
raise IndexError(
'Index {} is out of data length {}'
''.format(item, self._size_))
if name is None:
name = '{cls}_slice_{start!s}_{stop!s}'.format(
cls=self.__class__.__name__,
start=item.start if item.start else 0,
stop=item.stop
)
stop = (
item.stop
if item.stop and (not self._size_ or item.stop < self._size_)
else self._bit_size_
)
start = item.start if item.start else 0
mask = _get_mask(start, stop)
if self._mask_ is not None:
mask &= self._mask_
cls_mask = mask >> start
# Memorize
cls = self._get_child_cls_(
mask=mask,
name=name,
cls_mask=cls_mask,
size=stop - start,
mapping=mapping,
)
return cls((self._value_ & mask) >> start, _parent=(self, start))
def __getitem__(self, item):
"""Extract bits.
:type item: union(str, int, slice, tuple, list)
:rtype: BinField
:raises: IndexError
"""
if isinstance(item, int):
name = '{cls}_index_{index}'.format(
cls=self.__class__.__name__,
index=item
)
return self._getslice_(slice(item, item + 1), name=name)
if _is_valid_slice(item):
return self._getslice_(item)
if _is_valid_slice_mapping(item):
return self._getslice_(slice(*item))
if not isinstance(item, string_types) or item.startswith('_'):
raise IndexError(item)
if self._mapping_ is None:
raise IndexError("Mapping is not available")
# pylint: disable=no-member
idx = self._mapping_.get(item)
# pylint: enable=no-member
if isinstance(idx, int):
return self._getslice_(slice(idx, idx + 1), name=item)
if isinstance(idx, slice):
return self._getslice_(idx, name=item)
if isinstance(idx, dict): # Nested _mapping_
# Extract slice
slc = slice(*idx['_index_'])
# Build new _mapping_ dict
mapping = copy.deepcopy(idx)
del mapping['_index_']
# Get new val
return self._getslice_(slc, mapping=mapping, name=item)
raise IndexError(item)
def _setslice_(self, key, value):
"""Set value by slice.
:type key: slice
:type value: int
"""
# Copy scenario
if key.start is None and key.stop is None:
if self._size_ and value.bit_length() > self._size_:
raise OverflowError(
'Data value to set is bigger, than bitfield size: '
'{} > {}'.format(value.bit_length(), self._size_)
)
self._value_ = value
return
if self._size_ and key.stop and key.stop > self._size_:
raise OverflowError(
'Stop index is out of data length: '
'{} > {}'.format(key.stop, self._size_)
)
stop = key.stop if key.stop else self._bit_size_
start = key.start if key.start else 0
if value.bit_length() > stop:
raise ValueError('Data size is bigger, than slice')
if key.start:
if value.bit_length() > stop - start:
raise ValueError('Data size is bigger, than slice')
value <<= start # Get correct binary position
get_mask = _get_mask(start, stop)
if self._mask_:
get_mask &= self._mask_
self._value_ = self._value_ & ~get_mask | value
def __setitem__(self, key, value):
"""Indexed setter.
:type key: union(str, int, slice, list, tuple)
:type value: int
"""
if not isinstance(value, int):
raise TypeError(
'BinField value could be set only as int'
)
if isinstance(key, int):
return self._setslice_(slice(key, key + 1), value)
if _is_valid_slice(key):
return self._setslice_(key, value)
if _is_valid_slice_mapping(key):