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# |
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# A port of the Java ThriftSerializationContext, used for reading/writing |
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# DynamicSerialize objects to/from thrift. |
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# |
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# For serialization, it has no knowledge of the expected types in other |
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# languages, it is instead all based on inspecting the types of the objects |
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# passed to it. Therefore, ensure the types of python objects and primitives |
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# match what they should be in the destination language. |
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# |
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# |
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# SOFTWARE HISTORY |
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# |
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# Date Ticket# Engineer Description |
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# ------------ ---------- ----------- -------------------------- |
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# 06/09/10 njensen Initial Creation. |
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# 06/12/13 #2099 dgilling Implement readObject() and |
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# writeObject(). |
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# Apr 24, 2015 4425 nabowle Add Double support |
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# Oct 17, 2016 5919 njensen Optimized for speed |
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# Sep 06, 2018 mjames@ucar Python3 compliance |
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# |
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# |
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import inspect |
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import sys |
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import types |
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import six |
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import numpy |
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from thrift.Thrift import TType |
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import dynamicserialize |
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from dynamicserialize import dstypes, adapters |
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from dynamicserialize import SelfDescribingBinaryProtocol |
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DS_LEN = len('dynamicserialize.dstypes.') |
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dsObjTypes = {} |
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View Code Duplication |
def buildObjMap(module): |
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if '__all__' in module.__dict__: |
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for i in module.__all__: |
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name = module.__name__ + '.' + i |
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__import__(name) |
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buildObjMap(sys.modules[name]) |
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else: |
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clzName = module.__name__[module.__name__.rfind('.') + 1:] |
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clz = module.__dict__[clzName] |
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tname = module.__name__ |
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tname = tname[DS_LEN:] |
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dsObjTypes[tname] = clz |
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buildObjMap(dstypes) |
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View Code Duplication |
if six.PY2: |
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pythonToThriftMap = { |
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types.StringType: TType.STRING, |
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types.IntType: TType.I32, |
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types.LongType: TType.I64, |
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types.ListType: TType.LIST, |
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unicode: TType.STRING, |
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types.DictionaryType: TType.MAP, |
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type(set([])): TType.SET, |
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types.FloatType: SelfDescribingBinaryProtocol.FLOAT, |
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# types.FloatType: TType.DOUBLE, |
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types.BooleanType: TType.BOOL, |
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types.InstanceType: TType.STRUCT, |
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types.NoneType: TType.VOID, |
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numpy.float32: SelfDescribingBinaryProtocol.FLOAT, |
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numpy.int32: TType.I32, |
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numpy.ndarray: TType.LIST, |
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numpy.object_: TType.STRING, # making an assumption here |
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numpy.string_: TType.STRING, |
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numpy.float64: TType.DOUBLE, |
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numpy.int16: TType.I16, |
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numpy.int8: TType.BYTE, |
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numpy.int64: TType.I64 |
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} |
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else: |
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pythonToThriftMap = { |
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bytes: TType.STRING, |
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int: TType.I32, |
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int: TType.I64, |
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list: TType.LIST, |
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dict: TType.MAP, |
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type(set([])): TType.SET, |
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float: SelfDescribingBinaryProtocol.FLOAT, |
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# types.FloatType: TType.DOUBLE, |
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bool: TType.BOOL, |
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object: TType.STRUCT, |
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str: TType.STRING, |
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type(None): TType.VOID, |
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numpy.float32: SelfDescribingBinaryProtocol.FLOAT, |
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numpy.int32: TType.I32, |
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numpy.ndarray: TType.LIST, |
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numpy.object_: TType.STRING, # making an assumption here |
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numpy.string_: TType.STRING, |
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numpy.float64: TType.DOUBLE, |
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numpy.int16: TType.I16, |
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numpy.int8: TType.BYTE, |
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numpy.int64: TType.I64 |
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} |
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primitiveSupport = (TType.BYTE, TType.I16, TType.I32, TType.I64, |
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SelfDescribingBinaryProtocol.FLOAT, TType.DOUBLE) |
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View Code Duplication |
class ThriftSerializationContext(object): |
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def __init__(self, serializationManager, selfDescribingBinaryProtocol): |
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self.serializationManager = serializationManager |
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self.protocol = selfDescribingBinaryProtocol |
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self.typeDeserializationMethod = { |
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TType.STRING: self.protocol.readString, |
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TType.I16: self.protocol.readI16, |
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TType.I32: self.protocol.readI32, |
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TType.LIST: self._deserializeArray, |
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TType.MAP: self._deserializeMap, |
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TType.SET: self._deserializeSet, |
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SelfDescribingBinaryProtocol.FLOAT: self.protocol.readFloat, |
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TType.BYTE: self.protocol.readByte, |
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TType.I64: self.protocol.readI64, |
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TType.DOUBLE: self.protocol.readDouble, |
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TType.BOOL: self.protocol.readBool, |
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TType.STRUCT: self.deserializeMessage, |
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TType.VOID: lambda: None |
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} |
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self.typeSerializationMethod = { |
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TType.STRING: self.protocol.writeString, |
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TType.I16: self.protocol.writeI16, |
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TType.I32: self.protocol.writeI32, |
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TType.LIST: self._serializeArray, |
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TType.MAP: self._serializeMap, |
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TType.SET: self._serializeSet, |
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SelfDescribingBinaryProtocol.FLOAT: self.protocol.writeFloat, |
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TType.BYTE: self.protocol.writeByte, |
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TType.I64: self.protocol.writeI64, |
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TType.DOUBLE: self.protocol.writeDouble, |
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TType.BOOL: self.protocol.writeBool, |
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TType.STRUCT: self.serializeMessage, |
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TType.VOID: lambda x: None |
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} |
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self.listDeserializationMethod = { |
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TType.BYTE: self.protocol.readI8List, |
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TType.I16: self.protocol.readI16List, |
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TType.I32: self.protocol.readI32List, |
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TType.I64: self.protocol.readI64List, |
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SelfDescribingBinaryProtocol.FLOAT: self.protocol.readF32List, |
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TType.DOUBLE: self.protocol.readF64List |
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} |
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self.listSerializationMethod = { |
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TType.BYTE: self.protocol.writeI8List, |
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TType.I16: self.protocol.writeI16List, |
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TType.I32: self.protocol.writeI32List, |
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TType.I64: self.protocol.writeI64List, |
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SelfDescribingBinaryProtocol.FLOAT: self.protocol.writeF32List, |
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TType.DOUBLE: self.protocol.writeF64List |
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} |
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def readMessageStart(self): |
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msg = self.protocol.readMessageBegin() |
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return msg[0] |
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def readMessageEnd(self): |
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self.protocol.readMessageEnd() |
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def deserializeMessage(self): |
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name = self.protocol.readStructBegin() |
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name = name.decode('cp437') |
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name = name.replace('_', '.') |
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if name.isdigit(): |
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obj = self._deserializeType(int(name)) |
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return obj |
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if name in adapters.classAdapterRegistry: |
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return adapters.classAdapterRegistry[name].deserialize(self) |
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elif '$' in name: |
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# it's an inner class, we're going to hope it's an enum, treat it |
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# special |
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fieldName, fieldType, fieldId = self.protocol.readFieldBegin() |
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if fieldName.decode('utf8') != '__enumValue__': |
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raise dynamicserialize.SerializationException( |
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"Expected to find enum payload. Found: " + fieldName) |
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obj = self.protocol.readString() |
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self.protocol.readFieldEnd() |
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return obj |
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else: |
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clz = dsObjTypes[name] |
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obj = clz() |
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while self._deserializeField(obj): |
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pass |
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self.protocol.readStructEnd() |
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return obj |
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def _deserializeType(self, b): |
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try: |
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return self.typeDeserializationMethod[b]() |
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except KeyError: |
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raise dynamicserialize.SerializationException( |
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"Unsupported type value " + str(b)) |
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def _deserializeField(self, obj): |
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fieldName, fieldType, fieldId = self.protocol.readFieldBegin() |
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if fieldType == TType.STOP: |
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return False |
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elif fieldType != TType.VOID: |
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result = self._deserializeType(fieldType) |
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fn_str = bytes.decode(fieldName) |
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lookingFor = "set" + fn_str[0].upper() + fn_str[1:] |
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try: |
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setMethod = getattr(obj, lookingFor) |
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setMethod(result) |
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except ValueError: |
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raise dynamicserialize.SerializationException( |
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"Couldn't find setter method " + lookingFor) |
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self.protocol.readFieldEnd() |
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return True |
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def _deserializeArray(self): |
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listType, size = self.protocol.readListBegin() |
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result = [] |
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if size: |
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if listType not in primitiveSupport: |
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m = self.typeDeserializationMethod[listType] |
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result = [m() for __ in range(size)] |
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else: |
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result = self.listDeserializationMethod[listType](size) |
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self.protocol.readListEnd() |
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return result |
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def _deserializeMap(self): |
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keyType, valueType, size = self.protocol.readMapBegin() |
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result = {} |
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for __ in range(size): |
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# can't go off the type, due to java generics limitations dynamic serialize is |
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# serializing keys and values as void |
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key = self.typeDeserializationMethod[TType.STRUCT]() |
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value = self.typeDeserializationMethod[TType.STRUCT]() |
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result[key] = value |
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self.protocol.readMapEnd() |
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return result |
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def _deserializeSet(self): |
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setType, setSize = self.protocol.readSetBegin() |
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result = set([]) |
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for __ in range(setSize): |
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result.add(self.typeDeserializationMethod[TType.STRUCT]()) |
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self.protocol.readSetEnd() |
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return result |
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def _lookupType(self, obj): |
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pyt = type(obj) |
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if pyt in pythonToThriftMap: |
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return pythonToThriftMap[pyt] |
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elif pyt.__module__[:DS_LEN - 1] == ('dynamicserialize.dstypes'): |
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if six.PY2: |
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return pythonToThriftMap[types.InstanceType] |
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return pythonToThriftMap[object] |
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raise dynamicserialize.SerializationException( |
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"Don't know how to serialize object of type: " + str(pyt)) |
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def serializeMessage(self, obj): |
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tt = self._lookupType(obj) |
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if tt == TType.STRUCT: |
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fqn = obj.__module__[DS_LEN:] |
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if fqn in adapters.classAdapterRegistry: |
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# get proper class name when writing class name to serialization stream |
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# in case we have a special inner-class case |
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m = sys.modules[adapters.classAdapterRegistry[fqn].__name__] |
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if isinstance(m.ClassAdapter, list): |
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fqn = m.ClassAdapter[0] |
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self.protocol.writeStructBegin(fqn) |
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adapters.classAdapterRegistry[fqn].serialize(self, obj) |
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return |
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else: |
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self.protocol.writeStructBegin(fqn) |
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methods = inspect.getmembers(obj, inspect.ismethod) |
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fid = 1 |
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for m in methods: |
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methodName = m[0] |
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if methodName.startswith('get'): |
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fieldname = methodName[3].lower() + methodName[4:] |
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val = m[1]() |
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ft = self._lookupType(val) |
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if ft == TType.STRUCT: |
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self._serializeField(fieldname, ft, fid, val) |
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else: |
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self._serializeField(fieldname, ft, fid, val) |
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fid += 1 |
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self.protocol.writeFieldStop() |
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self.protocol.writeStructEnd() |
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else: |
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# basic types |
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self.protocol.writeStructBegin(str(tt)) |
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self._serializeType(obj, tt) |
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self.protocol.writeStructEnd() |
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def _serializeField(self, fieldName, fieldType, fieldId, fieldValue): |
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self.protocol.writeFieldBegin(fieldName, fieldType, fieldId) |
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305
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|
|
self._serializeType(fieldValue, fieldType) |
|
306
|
|
|
self.protocol.writeFieldEnd() |
|
307
|
|
|
|
|
308
|
|
|
def _serializeType(self, fieldValue, fieldType): |
|
309
|
|
|
if fieldType in self.typeSerializationMethod: |
|
310
|
|
|
return self.typeSerializationMethod[fieldType](fieldValue) |
|
311
|
|
|
else: |
|
312
|
|
|
raise dynamicserialize.SerializationException( |
|
313
|
|
|
"Unsupported type value " + str(fieldType)) |
|
314
|
|
|
|
|
315
|
|
|
def _serializeArray(self, obj): |
|
316
|
|
|
size = len(obj) |
|
317
|
|
|
if size: |
|
318
|
|
|
if isinstance(obj, numpy.ndarray): |
|
319
|
|
|
t = pythonToThriftMap[obj.dtype.type] |
|
320
|
|
|
size = obj.size |
|
321
|
|
|
else: |
|
322
|
|
|
t = self._lookupType(obj[0]) |
|
323
|
|
|
else: |
|
324
|
|
|
t = TType.STRUCT |
|
325
|
|
|
self.protocol.writeListBegin(t, size) |
|
326
|
|
|
if t == TType.STRING: |
|
327
|
|
|
if isinstance(obj, numpy.ndarray): |
|
328
|
|
|
if len(obj.shape) == 1: |
|
329
|
|
|
for x in obj: |
|
330
|
|
|
s = str(x).strip() |
|
331
|
|
|
self.typeSerializationMethod[t](s) |
|
332
|
|
|
else: |
|
333
|
|
|
for x in obj: |
|
334
|
|
|
for y in x: |
|
335
|
|
|
s = str(y).strip() |
|
336
|
|
|
self.typeSerializationMethod[t](s) |
|
337
|
|
|
else: |
|
338
|
|
|
for x in obj: |
|
339
|
|
|
s = str(x) |
|
340
|
|
|
self.typeSerializationMethod[t](s) |
|
341
|
|
|
elif t not in primitiveSupport: |
|
342
|
|
|
for x in obj: |
|
343
|
|
|
self.typeSerializationMethod[t](x) |
|
344
|
|
|
else: |
|
345
|
|
|
self.listSerializationMethod[t](obj) |
|
346
|
|
|
self.protocol.writeListEnd() |
|
347
|
|
|
|
|
348
|
|
|
def _serializeMap(self, obj): |
|
349
|
|
|
size = len(obj) |
|
350
|
|
|
self.protocol.writeMapBegin(TType.VOID, TType.VOID, size) |
|
351
|
|
|
for k in list(obj.keys()): |
|
352
|
|
|
self.typeSerializationMethod[TType.STRUCT](k) |
|
353
|
|
|
self.typeSerializationMethod[TType.STRUCT](obj[k]) |
|
354
|
|
|
self.protocol.writeMapEnd() |
|
355
|
|
|
|
|
356
|
|
|
def _serializeSet(self, obj): |
|
357
|
|
|
size = len(obj) |
|
358
|
|
|
self.protocol.writeSetBegin(TType.VOID, size) |
|
359
|
|
|
for x in obj: |
|
360
|
|
|
self.typeSerializationMethod[TType.STRUCT](x) |
|
361
|
|
|
self.protocol.writeSetEnd() |
|
362
|
|
|
|
|
363
|
|
|
def writeMessageStart(self, name): |
|
364
|
|
|
self.protocol.writeMessageBegin(name, TType.VOID, 0) |
|
365
|
|
|
|
|
366
|
|
|
def writeMessageEnd(self): |
|
367
|
|
|
self.protocol.writeMessageEnd() |
|
368
|
|
|
|
|
369
|
|
|
def readBool(self): |
|
370
|
|
|
return self.protocol.readBool() |
|
371
|
|
|
|
|
372
|
|
|
def writeBool(self, b): |
|
373
|
|
|
self.protocol.writeBool(b) |
|
374
|
|
|
|
|
375
|
|
|
def readByte(self): |
|
376
|
|
|
return self.protocol.readByte() |
|
377
|
|
|
|
|
378
|
|
|
def writeByte(self, b): |
|
379
|
|
|
self.protocol.writeByte(b) |
|
380
|
|
|
|
|
381
|
|
|
def readDouble(self): |
|
382
|
|
|
return self.protocol.readDouble() |
|
383
|
|
|
|
|
384
|
|
|
def writeDouble(self, d): |
|
385
|
|
|
self.protocol.writeDouble(d) |
|
386
|
|
|
|
|
387
|
|
|
def readFloat(self): |
|
388
|
|
|
return self.protocol.readFloat() |
|
389
|
|
|
|
|
390
|
|
|
def writeFloat(self, f): |
|
391
|
|
|
self.protocol.writeFloat(f) |
|
392
|
|
|
|
|
393
|
|
|
def readI16(self): |
|
394
|
|
|
return self.protocol.readI16() |
|
395
|
|
|
|
|
396
|
|
|
def writeI16(self, i): |
|
397
|
|
|
self.protocol.writeI16(i) |
|
398
|
|
|
|
|
399
|
|
|
def readI32(self): |
|
400
|
|
|
return self.protocol.readI32() |
|
401
|
|
|
|
|
402
|
|
|
def writeI32(self, i): |
|
403
|
|
|
self.protocol.writeI32(i) |
|
404
|
|
|
|
|
405
|
|
|
def readI64(self): |
|
406
|
|
|
return self.protocol.readI64() |
|
407
|
|
|
|
|
408
|
|
|
def writeI64(self, i): |
|
409
|
|
|
self.protocol.writeI64(i) |
|
410
|
|
|
|
|
411
|
|
|
def readString(self): |
|
412
|
|
|
return self.protocol.readString() |
|
413
|
|
|
|
|
414
|
|
|
def writeString(self, s): |
|
415
|
|
|
self.protocol.writeString(s) |
|
416
|
|
|
|
|
417
|
|
|
def readBinary(self): |
|
418
|
|
|
numBytes = self.protocol.readI32() |
|
419
|
|
|
return self.protocol.readI8List(numBytes) |
|
420
|
|
|
|
|
421
|
|
|
def readFloatArray(self): |
|
422
|
|
|
size = self.protocol.readI32() |
|
423
|
|
|
return self.protocol.readF32List(size) |
|
424
|
|
|
|
|
425
|
|
|
def writeFloatArray(self, floats): |
|
426
|
|
|
self.protocol.writeI32(len(floats)) |
|
427
|
|
|
self.protocol.writeF32List(floats) |
|
428
|
|
|
|
|
429
|
|
|
def readObject(self): |
|
430
|
|
|
return self.deserializeMessage() |
|
431
|
|
|
|
|
432
|
|
|
def writeObject(self, obj): |
|
433
|
|
|
self.serializeMessage(obj) |
|
434
|
|
|
|