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feat: iterator for processing JSON responses in REST streaming. #317
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,114 @@ | ||
| # Copyright 2021 Google LLC | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
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| """Helpers for server-side streaming in REST.""" | ||
|
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| from collections import deque | ||
| import string | ||
| from typing import Deque | ||
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| import requests | ||
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| class ResponseIterator: | ||
| """Iterator over REST API responses. | ||
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| Args: | ||
| response (requests.Response): An API response object. | ||
| response_message_cls (Callable[proto.Message]): A proto | ||
| class expected to be returned from an API. | ||
| """ | ||
|
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| def __init__(self, response: requests.Response, response_message_cls): | ||
| self._response = response | ||
| self._response_message_cls = response_message_cls | ||
| # Inner iterator over HTTP response's content. | ||
| self._response_itr = self._response.iter_content(decode_unicode=True) | ||
| # Contains a list of JSON responses ready to be sent to user. | ||
| self._ready_objs: Deque[str] = deque() | ||
| # Current JSON response being built. | ||
| self._obj = "" | ||
| # Keeps track of the nesting level within a JSON object. | ||
| self._level = 0 | ||
| # Keeps track whether HTTP response is currently sending values | ||
| # inside of a string value. | ||
| self._in_string = False | ||
| # Whether an escape symbol "\" was encountered. | ||
| self._escape_next = False | ||
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| def cancel(self): | ||
| """Cancel existing streaming operation. | ||
| """ | ||
| self._response.close() | ||
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| def _process_chunk(self, chunk: str): | ||
| if self._level == 0: | ||
| if chunk[0] != "[": | ||
| raise ValueError( | ||
| "Can only parse array of JSON objects, instead got %s" % chunk | ||
| ) | ||
| for char in chunk: | ||
| if char == "{": | ||
| if self._level == 1: | ||
| # Level 1 corresponds to the outermost JSON object | ||
| # (i.e. the one we care about). | ||
| self._obj = "" | ||
| if not self._in_string: | ||
| self._level += 1 | ||
| self._obj += char | ||
| elif char == "}": | ||
| self._obj += char | ||
| if not self._in_string: | ||
| self._level -= 1 | ||
| if not self._in_string and self._level == 1: | ||
| self._ready_objs.append(self._obj) | ||
| elif char == '"': | ||
| # Helps to deal with an escaped quotes inside of a string. | ||
| if not self._escape_next: | ||
| self._in_string = not self._in_string | ||
| self._obj += char | ||
| elif char in string.whitespace: | ||
| if self._in_string: | ||
| self._obj += char | ||
| elif char == "[": | ||
| if self._level == 0: | ||
| self._level += 1 | ||
| else: | ||
| self._obj += char | ||
| elif char == "]": | ||
| if self._level == 1: | ||
| self._level -= 1 | ||
| else: | ||
| self._obj += char | ||
| else: | ||
| self._obj += char | ||
|
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| self._escape_next = not self._escape_next if char == "\\" else False | ||
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| def __next__(self): | ||
| while not self._ready_objs: | ||
| try: | ||
| chunk = next(self._response_itr) | ||
| self._process_chunk(chunk) | ||
| except StopIteration as e: | ||
| if self._level > 0: | ||
| raise ValueError("Unfinished stream: %s" % self._obj) | ||
| raise e | ||
| return self._grab() | ||
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| def _grab(self): | ||
| # Add extra quotes to make json.loads happy. | ||
| return self._response_message_cls.from_json(self._ready_objs.popleft()) | ||
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| def __iter__(self): | ||
| return self | ||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,211 @@ | ||
| # Copyright 2021 Google LLC | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
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| import datetime | ||
| import logging | ||
| import random | ||
| import time | ||
| from typing import List | ||
| from unittest.mock import patch | ||
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| import proto | ||
| import pytest | ||
| import requests | ||
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| from google.api_core import rest_streaming | ||
| from google.protobuf import duration_pb2 | ||
| from google.protobuf import timestamp_pb2 | ||
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| SEED = int(time.time()) | ||
| logging.info(f"Starting rest streaming tests with random seed: {SEED}") | ||
| random.seed(SEED) | ||
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| class Genre(proto.Enum): | ||
| GENRE_UNSPECIFIED = 0 | ||
| CLASSICAL = 1 | ||
| JAZZ = 2 | ||
| ROCK = 3 | ||
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| class Composer(proto.Message): | ||
| given_name = proto.Field(proto.STRING, number=1) | ||
| family_name = proto.Field(proto.STRING, number=2) | ||
| relateds = proto.RepeatedField(proto.STRING, number=3) | ||
| indices = proto.MapField(proto.STRING, proto.STRING, number=4) | ||
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| class Song(proto.Message): | ||
|
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| composer = proto.Field(Composer, number=1) | ||
| title = proto.Field(proto.STRING, number=2) | ||
| lyrics = proto.Field(proto.STRING, number=3) | ||
| year = proto.Field(proto.INT32, number=4) | ||
| genre = proto.Field(Genre, number=5) | ||
| is_five_mins_longer = proto.Field(proto.BOOL, number=6) | ||
| score = proto.Field(proto.DOUBLE, number=7) | ||
| likes = proto.Field(proto.INT64, number=8) | ||
| duration = proto.Field(duration_pb2.Duration, number=9) | ||
| date_added = proto.Field(timestamp_pb2.Timestamp, number=10) | ||
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| class EchoResponse(proto.Message): | ||
| content = proto.Field(proto.STRING, number=1) | ||
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| class ResponseMock(requests.Response): | ||
| class _ResponseItr: | ||
| def __init__(self, _response_bytes: bytes, random_split=False): | ||
| self._responses_bytes = _response_bytes | ||
| self._i = 0 | ||
| self._random_split = random_split | ||
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| def __next__(self): | ||
| if self._i == len(self._responses_bytes): | ||
| raise StopIteration | ||
| if self._random_split: | ||
| n = random.randint(1, len(self._responses_bytes[self._i :])) | ||
|
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| else: | ||
| n = 1 | ||
| x = self._responses_bytes[self._i : self._i + n] | ||
| self._i += n | ||
| return x.decode("utf-8") | ||
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| def __init__( | ||
| self, responses: List[proto.Message], response_cls, random_split=False, | ||
| ): | ||
| super().__init__() | ||
| self._responses = responses | ||
| self._random_split = random_split | ||
| self._response_message_cls = response_cls | ||
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| def _parse_responses(self, responses: List[proto.Message]) -> bytes: | ||
| # json.dumps returns a string surrounded with quotes that need to be stripped | ||
| # in order to be an actual JSON. | ||
| json_responses = [ | ||
| self._response_message_cls.to_json(r).strip('"') for r in responses | ||
| ] | ||
| logging.info(f"Sending JSON stream: {json_responses}") | ||
| ret_val = "[{}]".format(",".join(json_responses)) | ||
| return bytes(ret_val, "utf-8") | ||
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| def close(self): | ||
| raise NotImplementedError() | ||
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| def iter_content(self, *args, **kwargs): | ||
| return self._ResponseItr( | ||
| self._parse_responses(self._responses), random_split=self._random_split, | ||
| ) | ||
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|
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||
| @pytest.mark.parametrize("random_split", [False]) | ||
| def test_next_simple(random_split): | ||
| responses = [EchoResponse(content="hello world"), EchoResponse(content="yes")] | ||
| resp = ResponseMock( | ||
| responses=responses, random_split=random_split, response_cls=EchoResponse | ||
| ) | ||
| itr = rest_streaming.ResponseIterator(resp, EchoResponse) | ||
| assert list(itr) == responses | ||
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| @pytest.mark.parametrize("random_split", [True, False]) | ||
| def test_next_nested(random_split): | ||
| responses = [ | ||
| Song(title="some song", composer=Composer(given_name="some name")), | ||
| Song(title="another song", date_added=datetime.datetime(2021, 12, 17)), | ||
| ] | ||
| resp = ResponseMock( | ||
| responses=responses, random_split=random_split, response_cls=Song | ||
| ) | ||
| itr = rest_streaming.ResponseIterator(resp, Song) | ||
| assert list(itr) == responses | ||
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| @pytest.mark.parametrize("random_split", [True, False]) | ||
| def test_next_stress(random_split): | ||
| n = 50 | ||
| responses = [ | ||
| Song(title="title_%d" % i, composer=Composer(given_name="name_%d" % i)) | ||
| for i in range(n) | ||
| ] | ||
| resp = ResponseMock( | ||
| responses=responses, random_split=random_split, response_cls=Song | ||
| ) | ||
| itr = rest_streaming.ResponseIterator(resp, Song) | ||
| assert list(itr) == responses | ||
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| @pytest.mark.parametrize("random_split", [True, False]) | ||
| def test_next_escaped_characters_in_string(random_split): | ||
|
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| composer_with_relateds = Composer() | ||
| relateds = ["Artist A", "Artist B"] | ||
| composer_with_relateds.relateds = relateds | ||
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| responses = [ | ||
| Song(title='ti"tle\nfoo\tbar{}', composer=Composer(given_name="name\n\n\n")), | ||
| Song( | ||
| title='{"this is weird": "totally"}', composer=Composer(given_name="\\{}\\") | ||
| ), | ||
| Song(title='\\{"key": ["value",]}\\', composer=composer_with_relateds), | ||
| ] | ||
| resp = ResponseMock( | ||
| responses=responses, random_split=random_split, response_cls=Song | ||
| ) | ||
| itr = rest_streaming.ResponseIterator(resp, Song) | ||
| assert list(itr) == responses | ||
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| def test_next_not_array(): | ||
| with patch.object( | ||
| ResponseMock, "iter_content", return_value=iter('{"hello": 0}') | ||
| ) as mock_method: | ||
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| resp = ResponseMock(responses=[], response_cls=EchoResponse) | ||
| itr = rest_streaming.ResponseIterator(resp, EchoResponse) | ||
| with pytest.raises(ValueError): | ||
| next(itr) | ||
| mock_method.assert_called_once() | ||
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| def test_cancel(): | ||
| with patch.object(ResponseMock, "close", return_value=None) as mock_method: | ||
| resp = ResponseMock(responses=[], response_cls=EchoResponse) | ||
| itr = rest_streaming.ResponseIterator(resp, EchoResponse) | ||
| itr.cancel() | ||
| mock_method.assert_called_once() | ||
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| def test_check_buffer(): | ||
| with patch.object( | ||
| ResponseMock, | ||
| "_parse_responses", | ||
| return_value=bytes('[{"content": "hello"}, {', "utf-8"), | ||
| ): | ||
| resp = ResponseMock(responses=[], response_cls=EchoResponse) | ||
| itr = rest_streaming.ResponseIterator(resp, EchoResponse) | ||
| with pytest.raises(ValueError): | ||
| next(itr) | ||
| next(itr) | ||
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| def test_next_html(): | ||
| with patch.object( | ||
| ResponseMock, "iter_content", return_value=iter("<!DOCTYPE html><html></html>") | ||
| ) as mock_method: | ||
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| resp = ResponseMock(responses=[], response_cls=EchoResponse) | ||
| itr = rest_streaming.ResponseIterator(resp, EchoResponse) | ||
| with pytest.raises(ValueError): | ||
| next(itr) | ||
| mock_method.assert_called_once() | ||
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