1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
|
# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"). You
# may not use this file except in compliance with the License. A copy of
# the License is located at
#
# http://aws.amazon.com/apache2.0/
#
# or in the "license" file accompanying this file. This file 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.
"""Binary Event Stream Decoding"""
from binascii import crc32
from struct import unpack
from botocore.exceptions import EventStreamError
# byte length of the prelude (total_length + header_length + prelude_crc)
_PRELUDE_LENGTH = 12
_MAX_HEADERS_LENGTH = 128 * 1024 # 128 Kb
class ParserError(Exception):
"""Base binary flow encoding parsing exception."""
pass
class DuplicateHeader(ParserError):
"""Duplicate header found in the event."""
def __init__(self, header):
message = f'Duplicate header present: "{header}"'
super().__init__(message)
class InvalidHeadersLength(ParserError):
"""Headers length is longer than the maximum."""
def __init__(self, length):
message = f'Header length of {length} exceeded the maximum of {_MAX_HEADERS_LENGTH}'
super().__init__(message)
class InvalidPayloadLength(ParserError):
"""Payload length is longer than the maximum.
DEPRECATED: This case is no longer validated client side. Payloads
of varying lengths are now supported by AWS services.
"""
def __init__(self, length):
message = f'Payload length of {length} exceeded the maximum of 24MB.'
super().__init__(message)
class ChecksumMismatch(ParserError):
"""Calculated checksum did not match the expected checksum."""
def __init__(self, expected, calculated):
message = f'Checksum mismatch: expected 0x{expected:08x}, calculated 0x{calculated:08x}'
super().__init__(message)
class NoInitialResponseError(ParserError):
"""An event of type initial-response was not received.
This exception is raised when the event stream produced no events or
the first event in the stream was not of the initial-response type.
"""
def __init__(self):
message = 'First event was not of the initial-response type'
super().__init__(message)
class DecodeUtils:
"""Unpacking utility functions used in the decoder.
All methods on this class take raw bytes and return a tuple containing
the value parsed from the bytes and the number of bytes consumed to parse
that value.
"""
UINT8_BYTE_FORMAT = '!B'
UINT16_BYTE_FORMAT = '!H'
UINT32_BYTE_FORMAT = '!I'
INT8_BYTE_FORMAT = '!b'
INT16_BYTE_FORMAT = '!h'
INT32_BYTE_FORMAT = '!i'
INT64_BYTE_FORMAT = '!q'
PRELUDE_BYTE_FORMAT = '!III'
# uint byte size to unpack format
UINT_BYTE_FORMAT = {
1: UINT8_BYTE_FORMAT,
2: UINT16_BYTE_FORMAT,
4: UINT32_BYTE_FORMAT,
}
@staticmethod
def unpack_true(data):
"""This method consumes none of the provided bytes and returns True.
:type data: bytes
:param data: The bytes to parse from. This is ignored in this method.
:rtype: tuple
:rtype: (bool, int)
:returns: The tuple (True, 0)
"""
return True, 0
@staticmethod
def unpack_false(data):
"""This method consumes none of the provided bytes and returns False.
:type data: bytes
:param data: The bytes to parse from. This is ignored in this method.
:rtype: tuple
:rtype: (bool, int)
:returns: The tuple (False, 0)
"""
return False, 0
@staticmethod
def unpack_uint8(data):
"""Parse an unsigned 8-bit integer from the bytes.
:type data: bytes
:param data: The bytes to parse from.
:rtype: (int, int)
:returns: A tuple containing the (parsed integer value, bytes consumed)
"""
value = unpack(DecodeUtils.UINT8_BYTE_FORMAT, data[:1])[0]
return value, 1
@staticmethod
def unpack_uint32(data):
"""Parse an unsigned 32-bit integer from the bytes.
:type data: bytes
:param data: The bytes to parse from.
:rtype: (int, int)
:returns: A tuple containing the (parsed integer value, bytes consumed)
"""
value = unpack(DecodeUtils.UINT32_BYTE_FORMAT, data[:4])[0]
return value, 4
@staticmethod
def unpack_int8(data):
"""Parse a signed 8-bit integer from the bytes.
:type data: bytes
:param data: The bytes to parse from.
:rtype: (int, int)
:returns: A tuple containing the (parsed integer value, bytes consumed)
"""
value = unpack(DecodeUtils.INT8_BYTE_FORMAT, data[:1])[0]
return value, 1
@staticmethod
def unpack_int16(data):
"""Parse a signed 16-bit integer from the bytes.
:type data: bytes
:param data: The bytes to parse from.
:rtype: tuple
:rtype: (int, int)
:returns: A tuple containing the (parsed integer value, bytes consumed)
"""
value = unpack(DecodeUtils.INT16_BYTE_FORMAT, data[:2])[0]
return value, 2
@staticmethod
def unpack_int32(data):
"""Parse a signed 32-bit integer from the bytes.
:type data: bytes
:param data: The bytes to parse from.
:rtype: tuple
:rtype: (int, int)
:returns: A tuple containing the (parsed integer value, bytes consumed)
"""
value = unpack(DecodeUtils.INT32_BYTE_FORMAT, data[:4])[0]
return value, 4
@staticmethod
def unpack_int64(data):
"""Parse a signed 64-bit integer from the bytes.
:type data: bytes
:param data: The bytes to parse from.
:rtype: tuple
:rtype: (int, int)
:returns: A tuple containing the (parsed integer value, bytes consumed)
"""
value = unpack(DecodeUtils.INT64_BYTE_FORMAT, data[:8])[0]
return value, 8
@staticmethod
def unpack_byte_array(data, length_byte_size=2):
"""Parse a variable length byte array from the bytes.
The bytes are expected to be in the following format:
[ length ][0 ... length bytes]
where length is an unsigned integer represented in the smallest number
of bytes to hold the maximum length of the array.
:type data: bytes
:param data: The bytes to parse from.
:type length_byte_size: int
:param length_byte_size: The byte size of the preceding integer that
represents the length of the array. Supported values are 1, 2, and 4.
:rtype: (bytes, int)
:returns: A tuple containing the (parsed byte array, bytes consumed).
"""
uint_byte_format = DecodeUtils.UINT_BYTE_FORMAT[length_byte_size]
length = unpack(uint_byte_format, data[:length_byte_size])[0]
bytes_end = length + length_byte_size
array_bytes = data[length_byte_size:bytes_end]
return array_bytes, bytes_end
@staticmethod
def unpack_utf8_string(data, length_byte_size=2):
"""Parse a variable length utf-8 string from the bytes.
The bytes are expected to be in the following format:
[ length ][0 ... length bytes]
where length is an unsigned integer represented in the smallest number
of bytes to hold the maximum length of the array and the following
bytes are a valid utf-8 string.
:type data: bytes
:param bytes: The bytes to parse from.
:type length_byte_size: int
:param length_byte_size: The byte size of the preceding integer that
represents the length of the array. Supported values are 1, 2, and 4.
:rtype: (str, int)
:returns: A tuple containing the (utf-8 string, bytes consumed).
"""
array_bytes, consumed = DecodeUtils.unpack_byte_array(
data, length_byte_size
)
return array_bytes.decode('utf-8'), consumed
@staticmethod
def unpack_uuid(data):
"""Parse a 16-byte uuid from the bytes.
:type data: bytes
:param data: The bytes to parse from.
:rtype: (bytes, int)
:returns: A tuple containing the (uuid bytes, bytes consumed).
"""
return data[:16], 16
@staticmethod
def unpack_prelude(data):
"""Parse the prelude for an event stream message from the bytes.
The prelude for an event stream message has the following format:
[total_length][header_length][prelude_crc]
where each field is an unsigned 32-bit integer.
:rtype: ((int, int, int), int)
:returns: A tuple of ((total_length, headers_length, prelude_crc),
consumed)
"""
return (unpack(DecodeUtils.PRELUDE_BYTE_FORMAT, data), _PRELUDE_LENGTH)
def _validate_checksum(data, checksum, crc=0):
# To generate the same numeric value across all Python versions and
# platforms use crc32(data) & 0xffffffff.
computed_checksum = crc32(data, crc) & 0xFFFFFFFF
if checksum != computed_checksum:
raise ChecksumMismatch(checksum, computed_checksum)
class MessagePrelude:
"""Represents the prelude of an event stream message."""
def __init__(self, total_length, headers_length, crc):
self.total_length = total_length
self.headers_length = headers_length
self.crc = crc
@property
def payload_length(self):
"""Calculates the total payload length.
The extra minus 4 bytes is for the message CRC.
:rtype: int
:returns: The total payload length.
"""
return self.total_length - self.headers_length - _PRELUDE_LENGTH - 4
@property
def payload_end(self):
"""Calculates the byte offset for the end of the message payload.
The extra minus 4 bytes is for the message CRC.
:rtype: int
:returns: The byte offset from the beginning of the event stream
message to the end of the payload.
"""
return self.total_length - 4
@property
def headers_end(self):
"""Calculates the byte offset for the end of the message headers.
:rtype: int
:returns: The byte offset from the beginning of the event stream
message to the end of the headers.
"""
return _PRELUDE_LENGTH + self.headers_length
class EventStreamMessage:
"""Represents an event stream message."""
def __init__(self, prelude, headers, payload, crc):
self.prelude = prelude
self.headers = headers
self.payload = payload
self.crc = crc
def to_response_dict(self, status_code=200):
message_type = self.headers.get(':message-type')
if message_type == 'error' or message_type == 'exception':
status_code = 400
return {
'status_code': status_code,
'headers': self.headers,
'body': self.payload,
}
class EventStreamHeaderParser:
"""Parses the event headers from an event stream message.
Expects all of the header data upfront and creates a dictionary of headers
to return. This object can be reused multiple times to parse the headers
from multiple event stream messages.
"""
# Maps header type to appropriate unpacking function
# These unpacking functions return the value and the amount unpacked
_HEADER_TYPE_MAP = {
# boolean_true
0: DecodeUtils.unpack_true,
# boolean_false
1: DecodeUtils.unpack_false,
# byte
2: DecodeUtils.unpack_int8,
# short
3: DecodeUtils.unpack_int16,
# integer
4: DecodeUtils.unpack_int32,
# long
5: DecodeUtils.unpack_int64,
# byte_array
6: DecodeUtils.unpack_byte_array,
# string
7: DecodeUtils.unpack_utf8_string,
# timestamp
8: DecodeUtils.unpack_int64,
# uuid
9: DecodeUtils.unpack_uuid,
}
def __init__(self):
self._data = None
def parse(self, data):
"""Parses the event stream headers from an event stream message.
:type data: bytes
:param data: The bytes that correspond to the headers section of an
event stream message.
:rtype: dict
:returns: A dictionary of header key, value pairs.
"""
self._data = data
return self._parse_headers()
def _parse_headers(self):
headers = {}
while self._data:
name, value = self._parse_header()
if name in headers:
raise DuplicateHeader(name)
headers[name] = value
return headers
def _parse_header(self):
name = self._parse_name()
value = self._parse_value()
return name, value
def _parse_name(self):
name, consumed = DecodeUtils.unpack_utf8_string(self._data, 1)
self._advance_data(consumed)
return name
def _parse_type(self):
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:
"""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)
def _parse_prelude(self):
prelude_bytes = self._data[:_PRELUDE_LENGTH]
raw_prelude, _ = DecodeUtils.unpack_prelude(prelude_bytes)
prelude = MessagePrelude(*raw_prelude)
# The minus 4 removes the prelude crc from the bytes to be checked
_validate_checksum(prelude_bytes[: _PRELUDE_LENGTH - 4], prelude.crc)
self._validate_prelude(prelude)
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:
"""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._event_generator = self._create_raw_event_generator()
def __iter__(self):
for event in self._event_generator:
parsed_event = self._parse_event(event)
if parsed_event:
yield parsed_event
def _create_raw_event_generator(self):
event_stream_buffer = EventStreamBuffer()
for chunk in self._raw_stream.stream():
event_stream_buffer.add_data(chunk)
yield from event_stream_buffer
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 get_initial_response(self):
try:
initial_event = next(self._event_generator)
event_type = initial_event.headers.get(':event-type')
if event_type == 'initial-response':
return initial_event
except StopIteration:
pass
raise NoInitialResponseError()
def close(self):
"""Closes the underlying streaming body."""
self._raw_stream.close()
|