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encoder.py
425 lines | 13.4 KiB | text/x-python | PythonLexer
import re
import struct
from collections import OrderedDict, defaultdict
from contextlib import contextmanager
from functools import wraps
from datetime import datetime, date, time
from io import BytesIO
from .compat import (
iteritems, timezone, long, unicode, as_unicode, bytes_from_list, pack_float16, unpack_float16)
from .types import CBORTag, undefined, CBORSimpleValue
class CBOREncodeError(Exception):
"""Raised when an error occurs while serializing an object into a CBOR datastream."""
def shareable_encoder(func):
"""
Wrap the given encoder function to gracefully handle cyclic data structures.
If value sharing is enabled, this marks the given value shared in the datastream on the
first call. If the value has already been passed to this method, a reference marker is
instead written to the data stream and the wrapped function is not called.
If value sharing is disabled, only infinite recursion protection is done.
"""
@wraps(func)
def wrapper(encoder, value, *args, **kwargs):
value_id = id(value)
container, container_index = encoder._shared_containers.get(value_id, (None, None))
if encoder.value_sharing:
if container is value:
# Generate a reference to the previous index instead of encoding this again
encoder.write(encode_length(0xd8, 0x1d))
encode_int(encoder, container_index)
else:
# Mark the container as shareable
encoder._shared_containers[value_id] = (value, len(encoder._shared_containers))
encoder.write(encode_length(0xd8, 0x1c))
func(encoder, value, *args, **kwargs)
else:
if container is value:
raise CBOREncodeError('cyclic data structure detected but value sharing is '
'disabled')
else:
encoder._shared_containers[value_id] = (value, None)
func(encoder, value, *args, **kwargs)
del encoder._shared_containers[value_id]
return wrapper
def encode_length(major_tag, length):
if length < 24:
return struct.pack('>B', major_tag | length)
elif length < 256:
return struct.pack('>BB', major_tag | 24, length)
elif length < 65536:
return struct.pack('>BH', major_tag | 25, length)
elif length < 4294967296:
return struct.pack('>BL', major_tag | 26, length)
else:
return struct.pack('>BQ', major_tag | 27, length)
def encode_int(encoder, value):
# Big integers (2 ** 64 and over)
if value >= 18446744073709551616 or value < -18446744073709551616:
if value >= 0:
major_type = 0x02
else:
major_type = 0x03
value = -value - 1
values = []
while value > 0:
value, remainder = divmod(value, 256)
values.insert(0, remainder)
payload = bytes_from_list(values)
encode_semantic(encoder, CBORTag(major_type, payload))
elif value >= 0:
encoder.write(encode_length(0, value))
else:
encoder.write(encode_length(0x20, abs(value) - 1))
def encode_bytestring(encoder, value):
encoder.write(encode_length(0x40, len(value)) + value)
def encode_bytearray(encoder, value):
encode_bytestring(encoder, bytes(value))
def encode_string(encoder, value):
encoded = value.encode('utf-8')
encoder.write(encode_length(0x60, len(encoded)) + encoded)
@shareable_encoder
def encode_array(encoder, value):
encoder.write(encode_length(0x80, len(value)))
for item in value:
encoder.encode(item)
@shareable_encoder
def encode_map(encoder, value):
encoder.write(encode_length(0xa0, len(value)))
for key, val in iteritems(value):
encoder.encode(key)
encoder.encode(val)
def encode_sortable_key(encoder, value):
"""Takes a key and calculates the length of its optimal byte representation"""
encoded = encoder.encode_to_bytes(value)
return len(encoded), encoded
@shareable_encoder
def encode_canonical_map(encoder, value):
"""Reorder keys according to Canonical CBOR specification"""
keyed_keys = ((encode_sortable_key(encoder, key), key) for key in value.keys())
encoder.write(encode_length(0xa0, len(value)))
for sortkey, realkey in sorted(keyed_keys):
encoder.write(sortkey[1])
encoder.encode(value[realkey])
def encode_semantic(encoder, value):
encoder.write(encode_length(0xc0, value.tag))
encoder.encode(value.value)
#
# Semantic decoders (major tag 6)
#
def encode_datetime(encoder, value):
# Semantic tag 0
if not value.tzinfo:
if encoder.timezone:
value = value.replace(tzinfo=encoder.timezone)
else:
raise CBOREncodeError(
'naive datetime encountered and no default timezone has been set')
if encoder.datetime_as_timestamp:
from calendar import timegm
timestamp = timegm(value.utctimetuple()) + value.microsecond // 1000000
encode_semantic(encoder, CBORTag(1, timestamp))
else:
datestring = as_unicode(value.isoformat().replace('+00:00', 'Z'))
encode_semantic(encoder, CBORTag(0, datestring))
def encode_date(encoder, value):
value = datetime.combine(value, time()).replace(tzinfo=timezone.utc)
encode_datetime(encoder, value)
def encode_decimal(encoder, value):
# Semantic tag 4
if value.is_nan():
encoder.write(b'\xf9\x7e\x00')
elif value.is_infinite():
encoder.write(b'\xf9\x7c\x00' if value > 0 else b'\xf9\xfc\x00')
else:
dt = value.as_tuple()
mantissa = sum(d * 10 ** i for i, d in enumerate(reversed(dt.digits)))
with encoder.disable_value_sharing():
encode_semantic(encoder, CBORTag(4, [dt.exponent, mantissa]))
def encode_rational(encoder, value):
# Semantic tag 30
with encoder.disable_value_sharing():
encode_semantic(encoder, CBORTag(30, [value.numerator, value.denominator]))
def encode_regexp(encoder, value):
# Semantic tag 35
encode_semantic(encoder, CBORTag(35, as_unicode(value.pattern)))
def encode_mime(encoder, value):
# Semantic tag 36
encode_semantic(encoder, CBORTag(36, as_unicode(value.as_string())))
def encode_uuid(encoder, value):
# Semantic tag 37
encode_semantic(encoder, CBORTag(37, value.bytes))
def encode_set(encoder, value):
# Semantic tag 258
encode_semantic(encoder, CBORTag(258, tuple(value)))
def encode_canonical_set(encoder, value):
# Semantic tag 258
values = sorted([(encode_sortable_key(encoder, key), key) for key in value])
encode_semantic(encoder, CBORTag(258, [key[1] for key in values]))
#
# Special encoders (major tag 7)
#
def encode_simple_value(encoder, value):
if value.value < 20:
encoder.write(struct.pack('>B', 0xe0 | value.value))
else:
encoder.write(struct.pack('>BB', 0xf8, value.value))
def encode_float(encoder, value):
# Handle special values efficiently
import math
if math.isnan(value):
encoder.write(b'\xf9\x7e\x00')
elif math.isinf(value):
encoder.write(b'\xf9\x7c\x00' if value > 0 else b'\xf9\xfc\x00')
else:
encoder.write(struct.pack('>Bd', 0xfb, value))
def encode_minimal_float(encoder, value):
# Handle special values efficiently
import math
if math.isnan(value):
encoder.write(b'\xf9\x7e\x00')
elif math.isinf(value):
encoder.write(b'\xf9\x7c\x00' if value > 0 else b'\xf9\xfc\x00')
else:
encoded = struct.pack('>Bf', 0xfa, value)
if struct.unpack('>Bf', encoded)[1] != value:
encoded = struct.pack('>Bd', 0xfb, value)
encoder.write(encoded)
else:
f16 = pack_float16(value)
if f16 and unpack_float16(f16[1:]) == value:
encoder.write(f16)
else:
encoder.write(encoded)
def encode_boolean(encoder, value):
encoder.write(b'\xf5' if value else b'\xf4')
def encode_none(encoder, value):
encoder.write(b'\xf6')
def encode_undefined(encoder, value):
encoder.write(b'\xf7')
default_encoders = OrderedDict([
(bytes, encode_bytestring),
(bytearray, encode_bytearray),
(unicode, encode_string),
(int, encode_int),
(long, encode_int),
(float, encode_float),
(('decimal', 'Decimal'), encode_decimal),
(bool, encode_boolean),
(type(None), encode_none),
(tuple, encode_array),
(list, encode_array),
(dict, encode_map),
(defaultdict, encode_map),
(OrderedDict, encode_map),
(type(undefined), encode_undefined),
(datetime, encode_datetime),
(date, encode_date),
(type(re.compile('')), encode_regexp),
(('fractions', 'Fraction'), encode_rational),
(('email.message', 'Message'), encode_mime),
(('uuid', 'UUID'), encode_uuid),
(CBORSimpleValue, encode_simple_value),
(CBORTag, encode_semantic),
(set, encode_set),
(frozenset, encode_set)
])
canonical_encoders = OrderedDict([
(float, encode_minimal_float),
(dict, encode_canonical_map),
(defaultdict, encode_canonical_map),
(OrderedDict, encode_canonical_map),
(set, encode_canonical_set),
(frozenset, encode_canonical_set)
])
class CBOREncoder(object):
"""
Serializes objects to a byte stream using Concise Binary Object Representation.
:param datetime_as_timestamp: set to ``True`` to serialize datetimes as UNIX timestamps
(this makes datetimes more concise on the wire but loses the time zone information)
:param datetime.tzinfo timezone: the default timezone to use for serializing naive datetimes
:param value_sharing: if ``True``, allows more efficient serializing of repeated values and,
more importantly, cyclic data structures, at the cost of extra line overhead
:param default: a callable that is called by the encoder with three arguments
(encoder, value, file object) when no suitable encoder has been found, and should use the
methods on the encoder to encode any objects it wants to add to the data stream
:param canonical: Forces mapping types to be output in a stable order to guarantee that the
output will always produce the same hash given the same input.
"""
__slots__ = ('fp', 'datetime_as_timestamp', 'timezone', 'default', 'value_sharing',
'json_compatible', '_shared_containers', '_encoders')
def __init__(self, fp, datetime_as_timestamp=False, timezone=None, value_sharing=False,
default=None, canonical=False):
self.fp = fp
self.datetime_as_timestamp = datetime_as_timestamp
self.timezone = timezone
self.value_sharing = value_sharing
self.default = default
self._shared_containers = {} # indexes used for value sharing
self._encoders = default_encoders.copy()
if canonical:
self._encoders.update(canonical_encoders)
def _find_encoder(self, obj_type):
from sys import modules
for type_, enc in list(iteritems(self._encoders)):
if type(type_) is tuple:
modname, typename = type_
imported_type = getattr(modules.get(modname), typename, None)
if imported_type is not None:
del self._encoders[type_]
self._encoders[imported_type] = enc
type_ = imported_type
else: # pragma: nocover
continue
if issubclass(obj_type, type_):
self._encoders[obj_type] = enc
return enc
return None
@contextmanager
def disable_value_sharing(self):
"""Disable value sharing in the encoder for the duration of the context block."""
old_value_sharing = self.value_sharing
self.value_sharing = False
yield
self.value_sharing = old_value_sharing
def write(self, data):
"""
Write bytes to the data stream.
:param data: the bytes to write
"""
self.fp.write(data)
def encode(self, obj):
"""
Encode the given object using CBOR.
:param obj: the object to encode
"""
obj_type = obj.__class__
encoder = self._encoders.get(obj_type) or self._find_encoder(obj_type) or self.default
if not encoder:
raise CBOREncodeError('cannot serialize type %s' % obj_type.__name__)
encoder(self, obj)
def encode_to_bytes(self, obj):
"""
Encode the given object to a byte buffer and return its value as bytes.
This method was intended to be used from the ``default`` hook when an object needs to be
encoded separately from the rest but while still taking advantage of the shared value
registry.
"""
old_fp = self.fp
self.fp = fp = BytesIO()
self.encode(obj)
self.fp = old_fp
return fp.getvalue()
def dumps(obj, **kwargs):
"""
Serialize an object to a bytestring.
:param obj: the object to serialize
:param kwargs: keyword arguments passed to :class:`~.CBOREncoder`
:return: the serialized output
:rtype: bytes
"""
fp = BytesIO()
dump(obj, fp, **kwargs)
return fp.getvalue()
def dump(obj, fp, **kwargs):
"""
Serialize an object to a file.
:param obj: the object to serialize
:param fp: a file-like object
:param kwargs: keyword arguments passed to :class:`~.CBOREncoder`
"""
CBOREncoder(fp, **kwargs).encode(obj)