576 lines
19 KiB
Python
576 lines
19 KiB
Python
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# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"). You
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# may not use this file except in compliance with the License. A copy of
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# the License is located at
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#
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# http://aws.amazon.com/apache2.0/
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#
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# or in the "license" file accompanying this file. This file is
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# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
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# ANY KIND, either express or implied. See the License for the specific
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# language governing permissions and limitations under the License.
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"""Binary Event Stream Decoding """
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from binascii import crc32
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from struct import unpack
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from botocore.exceptions import EventStreamError
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# byte length of the prelude (total_length + header_length + prelude_crc)
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_PRELUDE_LENGTH = 12
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_MAX_HEADERS_LENGTH = 128 * 1024 # 128 Kb
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_MAX_PAYLOAD_LENGTH = 16 * 1024 ** 2 # 16 Mb
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class ParserError(Exception):
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"""Base binary flow encoding parsing exception. """
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pass
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class DuplicateHeader(ParserError):
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"""Duplicate header found in the event. """
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def __init__(self, header):
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message = 'Duplicate header present: "%s"' % header
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super(DuplicateHeader, self).__init__(message)
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class InvalidHeadersLength(ParserError):
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"""Headers length is longer than the maximum. """
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def __init__(self, length):
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message = 'Header length of %s exceeded the maximum of %s' % (
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length, _MAX_HEADERS_LENGTH
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)
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super(InvalidHeadersLength, self).__init__(message)
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class InvalidPayloadLength(ParserError):
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"""Payload length is longer than the maximum. """
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def __init__(self, length):
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message = 'Payload length of %s exceeded the maximum of %s' % (
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length, _MAX_PAYLOAD_LENGTH
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)
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super(InvalidPayloadLength, self).__init__(message)
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class ChecksumMismatch(ParserError):
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"""Calculated checksum did not match the expected checksum. """
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def __init__(self, expected, calculated):
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message = 'Checksum mismatch: expected 0x%08x, calculated 0x%08x' % (
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expected, calculated
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)
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super(ChecksumMismatch, self).__init__(message)
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class DecodeUtils(object):
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"""Unpacking utility functions used in the decoder.
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All methods on this class take raw bytes and return a tuple containing
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the value parsed from the bytes and the number of bytes consumed to parse
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that value.
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"""
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UINT8_BYTE_FORMAT = '!B'
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UINT16_BYTE_FORMAT = '!H'
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UINT32_BYTE_FORMAT = '!I'
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INT16_BYTE_FORMAT = '!h'
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INT32_BYTE_FORMAT = '!i'
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INT64_BYTE_FORMAT = '!q'
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PRELUDE_BYTE_FORMAT = '!III'
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# uint byte size to unpack format
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UINT_BYTE_FORMAT = {
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1: UINT8_BYTE_FORMAT,
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2: UINT16_BYTE_FORMAT,
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4: UINT32_BYTE_FORMAT,
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}
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@staticmethod
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def unpack_true(data):
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"""This method consumes none of the provided bytes and returns True.
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:type data: bytes
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:param data: The bytes to parse from. This is ignored in this method.
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:rtype: tuple
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:rtype: (bool, int)
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:returns: The tuple (True, 0)
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"""
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return True, 0
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@staticmethod
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def unpack_false(data):
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"""This method consumes none of the provided bytes and returns False.
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:type data: bytes
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:param data: The bytes to parse from. This is ignored in this method.
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:rtype: tuple
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:rtype: (bool, int)
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:returns: The tuple (False, 0)
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"""
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return False, 0
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@staticmethod
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def unpack_uint8(data):
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"""Parse an unsigned 8-bit integer from the bytes.
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:type data: bytes
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:param data: The bytes to parse from.
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:rtype: (int, int)
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:returns: A tuple containing the (parsed integer value, bytes consumed)
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"""
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value = unpack(DecodeUtils.UINT8_BYTE_FORMAT, data[:1])[0]
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return value, 1
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@staticmethod
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def unpack_uint32(data):
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"""Parse an unsigned 32-bit integer from the bytes.
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:type data: bytes
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:param data: The bytes to parse from.
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:rtype: (int, int)
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:returns: A tuple containing the (parsed integer value, bytes consumed)
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"""
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value = unpack(DecodeUtils.UINT32_BYTE_FORMAT, data[:4])[0]
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return value, 4
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@staticmethod
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def unpack_int16(data):
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"""Parse a signed 16-bit integer from the bytes.
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:type data: bytes
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:param data: The bytes to parse from.
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:rtype: tuple
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:rtype: (int, int)
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:returns: A tuple containing the (parsed integer value, bytes consumed)
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"""
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value = unpack(DecodeUtils.INT16_BYTE_FORMAT, data[:2])[0]
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return value, 2
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@staticmethod
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def unpack_int32(data):
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"""Parse a signed 32-bit integer from the bytes.
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:type data: bytes
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:param data: The bytes to parse from.
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:rtype: tuple
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:rtype: (int, int)
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:returns: A tuple containing the (parsed integer value, bytes consumed)
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"""
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value = unpack(DecodeUtils.INT32_BYTE_FORMAT, data[:4])[0]
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return value, 4
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@staticmethod
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def unpack_int64(data):
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"""Parse a signed 64-bit integer from the bytes.
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:type data: bytes
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:param data: The bytes to parse from.
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:rtype: tuple
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:rtype: (int, int)
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:returns: A tuple containing the (parsed integer value, bytes consumed)
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"""
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value = unpack(DecodeUtils.INT64_BYTE_FORMAT, data[:8])[0]
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return value, 8
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@staticmethod
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def unpack_byte_array(data, length_byte_size=2):
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"""Parse a variable length byte array from the bytes.
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The bytes are expected to be in the following format:
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[ length ][0 ... length bytes]
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where length is an unsigned integer represented in the smallest number
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of bytes to hold the maximum length of the array.
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:type data: bytes
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:param data: The bytes to parse from.
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:type length_byte_size: int
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:param length_byte_size: The byte size of the preceeding integer that
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represents the length of the array. Supported values are 1, 2, and 4.
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:rtype: (bytes, int)
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:returns: A tuple containing the (parsed byte array, bytes consumed).
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"""
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uint_byte_format = DecodeUtils.UINT_BYTE_FORMAT[length_byte_size]
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length = unpack(uint_byte_format, data[:length_byte_size])[0]
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bytes_end = length + length_byte_size
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array_bytes = data[length_byte_size:bytes_end]
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return array_bytes, bytes_end
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@staticmethod
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def unpack_utf8_string(data, length_byte_size=2):
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"""Parse a variable length utf-8 string from the bytes.
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The bytes are expected to be in the following format:
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[ length ][0 ... length bytes]
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where length is an unsigned integer represented in the smallest number
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of bytes to hold the maximum length of the array and the following
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bytes are a valid utf-8 string.
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:type data: bytes
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:param bytes: The bytes to parse from.
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:type length_byte_size: int
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:param length_byte_size: The byte size of the preceeding integer that
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represents the length of the array. Supported values are 1, 2, and 4.
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:rtype: (str, int)
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:returns: A tuple containing the (utf-8 string, bytes consumed).
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"""
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array_bytes, consumed = DecodeUtils.unpack_byte_array(
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data, length_byte_size)
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return array_bytes.decode('utf-8'), consumed
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@staticmethod
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def unpack_uuid(data):
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"""Parse a 16-byte uuid from the bytes.
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:type data: bytes
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:param data: The bytes to parse from.
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:rtype: (bytes, int)
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:returns: A tuple containing the (uuid bytes, bytes consumed).
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"""
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return data[:16], 16
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@staticmethod
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def unpack_prelude(data):
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"""Parse the prelude for an event stream message from the bytes.
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The prelude for an event stream message has the following format:
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[total_length][header_length][prelude_crc]
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where each field is an unsigned 32-bit integer.
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:rtype: ((int, int, int), int)
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:returns: A tuple of ((total_length, headers_length, prelude_crc),
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consumed)
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"""
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return (unpack(DecodeUtils.PRELUDE_BYTE_FORMAT, data), _PRELUDE_LENGTH)
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def _validate_checksum(data, checksum, crc=0):
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# To generate the same numeric value across all Python versions and
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# platforms use crc32(data) & 0xffffffff.
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computed_checksum = crc32(data, crc) & 0xFFFFFFFF
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if checksum != computed_checksum:
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raise ChecksumMismatch(checksum, computed_checksum)
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class MessagePrelude(object):
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"""Represents the prelude of an event stream message. """
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def __init__(self, total_length, headers_length, crc):
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self.total_length = total_length
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self.headers_length = headers_length
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self.crc = crc
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@property
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def payload_length(self):
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"""Calculates the total payload length.
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The extra minus 4 bytes is for the message CRC.
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:rtype: int
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:returns: The total payload length.
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"""
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return self.total_length - self.headers_length - _PRELUDE_LENGTH - 4
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@property
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def payload_end(self):
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"""Calculates the byte offset for the end of the message payload.
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The extra minus 4 bytes is for the message CRC.
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:rtype: int
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:returns: The byte offset from the beginning of the event stream
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message to the end of the payload.
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"""
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return self.total_length - 4
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@property
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def headers_end(self):
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"""Calculates the byte offset for the end of the message headers.
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:rtype: int
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:returns: The byte offset from the beginning of the event stream
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message to the end of the headers.
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"""
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return _PRELUDE_LENGTH + self.headers_length
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class EventStreamMessage(object):
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"""Represents an event stream message. """
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def __init__(self, prelude, headers, payload, crc):
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self.prelude = prelude
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self.headers = headers
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self.payload = payload
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self.crc = crc
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def to_response_dict(self, status_code=200):
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if self.headers.get(':message-type') == 'error':
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status_code = 400
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return {
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'status_code': status_code,
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'headers': self.headers,
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'body': self.payload
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}
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class EventStreamHeaderParser(object):
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""" Parses the event headers from an event stream message.
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Expects all of the header data upfront and creates a dictionary of headers
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to return. This object can be reused multiple times to parse the headers
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from multiple event stream messages.
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"""
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# Maps header type to appropriate unpacking function
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# These unpacking functions return the value and the amount unpacked
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_HEADER_TYPE_MAP = {
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# boolean_true
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0: DecodeUtils.unpack_true,
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# boolean_false
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1: DecodeUtils.unpack_false,
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# byte
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2: DecodeUtils.unpack_uint8,
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# short
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3: DecodeUtils.unpack_int16,
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# integer
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4: DecodeUtils.unpack_int32,
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# long
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5: DecodeUtils.unpack_int64,
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# byte_array
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6: DecodeUtils.unpack_byte_array,
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# string
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7: DecodeUtils.unpack_utf8_string,
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# timestamp
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8: DecodeUtils.unpack_int64,
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# uuid
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9: DecodeUtils.unpack_uuid,
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}
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def __init__(self):
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self._data = None
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def parse(self, data):
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"""Parses the event stream headers from an event stream message.
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:type data: bytes
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:param data: The bytes that correspond to the headers section of an
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event stream message.
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:rtype: dict
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:returns: A dicionary of header key, value pairs.
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"""
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self._data = data
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return self._parse_headers()
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def _parse_headers(self):
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headers = {}
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while self._data:
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name, value = self._parse_header()
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if name in headers:
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raise DuplicateHeader(name)
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headers[name] = value
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return headers
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def _parse_header(self):
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name = self._parse_name()
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value = self._parse_value()
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return name, value
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def _parse_name(self):
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name, consumed = DecodeUtils.unpack_utf8_string(self._data, 1)
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self._advance_data(consumed)
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return name
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def _parse_type(self):
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|
|
type, consumed = DecodeUtils.unpack_uint8(self._data)
|
||
|
|
self._advance_data(consumed)
|
||
|
|
return type
|
||
|
|
|
||
|
|
def _parse_value(self):
|
||
|
|
header_type = self._parse_type()
|
||
|
|
value_unpacker = self._HEADER_TYPE_MAP[header_type]
|
||
|
|
value, consumed = value_unpacker(self._data)
|
||
|
|
self._advance_data(consumed)
|
||
|
|
return value
|
||
|
|
|
||
|
|
def _advance_data(self, consumed):
|
||
|
|
self._data = self._data[consumed:]
|
||
|
|
|
||
|
|
|
||
|
|
class EventStreamBuffer(object):
|
||
|
|
"""Streaming based event stream buffer
|
||
|
|
|
||
|
|
A buffer class that wraps bytes from an event stream providing parsed
|
||
|
|
messages as they become available via an iterable interface.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self):
|
||
|
|
self._data = b''
|
||
|
|
self._prelude = None
|
||
|
|
self._header_parser = EventStreamHeaderParser()
|
||
|
|
|
||
|
|
def add_data(self, data):
|
||
|
|
"""Add data to the buffer.
|
||
|
|
|
||
|
|
:type data: bytes
|
||
|
|
:param data: The bytes to add to the buffer to be used when parsing
|
||
|
|
"""
|
||
|
|
self._data += data
|
||
|
|
|
||
|
|
def _validate_prelude(self, prelude):
|
||
|
|
if prelude.headers_length > _MAX_HEADERS_LENGTH:
|
||
|
|
raise InvalidHeadersLength(prelude.headers_length)
|
||
|
|
|
||
|
|
if prelude.payload_length > _MAX_PAYLOAD_LENGTH:
|
||
|
|
raise InvalidPayloadLength(prelude.payload_length)
|
||
|
|
|
||
|
|
def _parse_prelude(self):
|
||
|
|
prelude_bytes = self._data[:_PRELUDE_LENGTH]
|
||
|
|
raw_prelude, _ = DecodeUtils.unpack_prelude(prelude_bytes)
|
||
|
|
prelude = MessagePrelude(*raw_prelude)
|
||
|
|
self._validate_prelude(prelude)
|
||
|
|
# The minus 4 removes the prelude crc from the bytes to be checked
|
||
|
|
_validate_checksum(prelude_bytes[:_PRELUDE_LENGTH-4], prelude.crc)
|
||
|
|
return prelude
|
||
|
|
|
||
|
|
def _parse_headers(self):
|
||
|
|
header_bytes = self._data[_PRELUDE_LENGTH:self._prelude.headers_end]
|
||
|
|
return self._header_parser.parse(header_bytes)
|
||
|
|
|
||
|
|
def _parse_payload(self):
|
||
|
|
prelude = self._prelude
|
||
|
|
payload_bytes = self._data[prelude.headers_end:prelude.payload_end]
|
||
|
|
return payload_bytes
|
||
|
|
|
||
|
|
def _parse_message_crc(self):
|
||
|
|
prelude = self._prelude
|
||
|
|
crc_bytes = self._data[prelude.payload_end:prelude.total_length]
|
||
|
|
message_crc, _ = DecodeUtils.unpack_uint32(crc_bytes)
|
||
|
|
return message_crc
|
||
|
|
|
||
|
|
def _parse_message_bytes(self):
|
||
|
|
# The minus 4 includes the prelude crc to the bytes to be checked
|
||
|
|
message_bytes = self._data[_PRELUDE_LENGTH-4:self._prelude.payload_end]
|
||
|
|
return message_bytes
|
||
|
|
|
||
|
|
def _validate_message_crc(self):
|
||
|
|
message_crc = self._parse_message_crc()
|
||
|
|
message_bytes = self._parse_message_bytes()
|
||
|
|
_validate_checksum(message_bytes, message_crc, crc=self._prelude.crc)
|
||
|
|
return message_crc
|
||
|
|
|
||
|
|
def _parse_message(self):
|
||
|
|
crc = self._validate_message_crc()
|
||
|
|
headers = self._parse_headers()
|
||
|
|
payload = self._parse_payload()
|
||
|
|
message = EventStreamMessage(self._prelude, headers, payload, crc)
|
||
|
|
self._prepare_for_next_message()
|
||
|
|
return message
|
||
|
|
|
||
|
|
def _prepare_for_next_message(self):
|
||
|
|
# Advance the data and reset the current prelude
|
||
|
|
self._data = self._data[self._prelude.total_length:]
|
||
|
|
self._prelude = None
|
||
|
|
|
||
|
|
def next(self):
|
||
|
|
"""Provides the next available message parsed from the stream
|
||
|
|
|
||
|
|
:rtype: EventStreamMessage
|
||
|
|
:returns: The next event stream message
|
||
|
|
"""
|
||
|
|
if len(self._data) < _PRELUDE_LENGTH:
|
||
|
|
raise StopIteration()
|
||
|
|
|
||
|
|
if self._prelude is None:
|
||
|
|
self._prelude = self._parse_prelude()
|
||
|
|
|
||
|
|
if len(self._data) < self._prelude.total_length:
|
||
|
|
raise StopIteration()
|
||
|
|
|
||
|
|
return self._parse_message()
|
||
|
|
|
||
|
|
def __next__(self):
|
||
|
|
return self.next()
|
||
|
|
|
||
|
|
def __iter__(self):
|
||
|
|
return self
|
||
|
|
|
||
|
|
|
||
|
|
class EventStream(object):
|
||
|
|
"""Wrapper class for an event stream body.
|
||
|
|
|
||
|
|
This wraps the underlying streaming body, parsing it for individual events
|
||
|
|
and yielding them as they come available through the iterator interface.
|
||
|
|
|
||
|
|
The following example uses the S3 select API to get structured data out of
|
||
|
|
an object stored in S3 using an event stream.
|
||
|
|
|
||
|
|
**Example:**
|
||
|
|
::
|
||
|
|
from botocore.session import Session
|
||
|
|
|
||
|
|
s3 = Session().create_client('s3')
|
||
|
|
response = s3.select_object_content(
|
||
|
|
Bucket='bucketname',
|
||
|
|
Key='keyname',
|
||
|
|
ExpressionType='SQL',
|
||
|
|
RequestProgress={'Enabled': True},
|
||
|
|
Expression="SELECT * FROM S3Object s",
|
||
|
|
InputSerialization={'CSV': {}},
|
||
|
|
OutputSerialization={'CSV': {}},
|
||
|
|
)
|
||
|
|
# This is the event stream in the response
|
||
|
|
event_stream = response['Payload']
|
||
|
|
end_event_received = False
|
||
|
|
with open('output', 'wb') as f:
|
||
|
|
# Iterate over events in the event stream as they come
|
||
|
|
for event in event_stream:
|
||
|
|
# If we received a records event, write the data to a file
|
||
|
|
if 'Records' in event:
|
||
|
|
data = event['Records']['Payload']
|
||
|
|
f.write(data)
|
||
|
|
# If we received a progress event, print the details
|
||
|
|
elif 'Progress' in event:
|
||
|
|
print(event['Progress']['Details'])
|
||
|
|
# End event indicates that the request finished successfully
|
||
|
|
elif 'End' in event:
|
||
|
|
print('Result is complete')
|
||
|
|
end_event_received = True
|
||
|
|
if not end_event_received:
|
||
|
|
raise Exception("End event not received, request incomplete.")
|
||
|
|
"""
|
||
|
|
def __init__(self, raw_stream, output_shape, parser, operation_name):
|
||
|
|
self._raw_stream = raw_stream
|
||
|
|
self._output_shape = output_shape
|
||
|
|
self._operation_name = operation_name
|
||
|
|
self._parser = parser
|
||
|
|
self._buffer = EventStreamBuffer()
|
||
|
|
|
||
|
|
def __iter__(self):
|
||
|
|
for data in self._raw_stream.stream():
|
||
|
|
self._buffer.add_data(data)
|
||
|
|
for event in self._buffer:
|
||
|
|
parsed_event = self._parse_event(event)
|
||
|
|
if parsed_event:
|
||
|
|
yield parsed_event
|
||
|
|
|
||
|
|
def _parse_event(self, event):
|
||
|
|
response_dict = event.to_response_dict()
|
||
|
|
parsed_response = self._parser.parse(response_dict, self._output_shape)
|
||
|
|
if response_dict['status_code'] == 200:
|
||
|
|
return parsed_response
|
||
|
|
else:
|
||
|
|
raise EventStreamError(parsed_response, self._operation_name)
|
||
|
|
|
||
|
|
def close(self):
|
||
|
|
"""Closes the underlying streaming body. """
|
||
|
|
self._raw_stream.close()
|