From f95652bcd074901f109f6a3194c8f7b36f18c115 Mon Sep 17 00:00:00 2001 From: Maxime Carbonneau-Leclerc <3360483+maxi297@users.noreply.github.com> Date: Mon, 2 Dec 2024 09:50:47 -0500 Subject: [PATCH] fix: add request count with eviction for not retriable requests to fix memory problem (#92) Co-authored-by: Aldo Gonzalez --- .../sources/streams/http/http_client.py | 15 + poetry.lock | 1004 +++++++++-------- pyproject.toml | 1 + .../sources/streams/http/test_http_client.py | 50 + 4 files changed, 600 insertions(+), 470 deletions(-) diff --git a/airbyte_cdk/sources/streams/http/http_client.py b/airbyte_cdk/sources/streams/http/http_client.py index dcb69a981..91e2a63d9 100644 --- a/airbyte_cdk/sources/streams/http/http_client.py +++ b/airbyte_cdk/sources/streams/http/http_client.py @@ -76,6 +76,7 @@ def __str__(self) -> str: class HttpClient: _DEFAULT_MAX_RETRY: int = 5 _DEFAULT_MAX_TIME: int = 60 * 10 + _ACTIONS_TO_RETRY_ON = {ResponseAction.RETRY, ResponseAction.RATE_LIMITED} def __init__( self, @@ -359,6 +360,17 @@ def _get_response_body(self, response: requests.Response) -> Optional[JsonType]: except Exception: return "The Content of the Response couldn't be decoded." + def _evict_key(self, prepared_request: requests.PreparedRequest) -> None: + """ + Addresses high memory consumption when enabling concurrency in https://github.com/airbytehq/oncall/issues/6821. + + The `_request_attempt_count` attribute keeps growing as multiple requests are made using the same `http_client`. + To mitigate this issue, we evict keys for completed requests once we confirm that no further retries are needed. + This helps manage memory usage more efficiently while maintaining the necessary logic for retry attempts. + """ + if prepared_request in self._request_attempt_count: + del self._request_attempt_count[prepared_request] + def _handle_error_resolution( self, response: Optional[requests.Response], @@ -367,6 +379,9 @@ def _handle_error_resolution( error_resolution: ErrorResolution, exit_on_rate_limit: Optional[bool] = False, ) -> None: + if error_resolution.response_action not in self._ACTIONS_TO_RETRY_ON: + self._evict_key(request) + # Emit stream status RUNNING with the reason RATE_LIMITED to log that the rate limit has been reached if error_resolution.response_action == ResponseAction.RATE_LIMITED: # TODO: Update to handle with message repository when concurrent message repository is ready diff --git a/poetry.lock b/poetry.lock index 2e552af4d..2872fb709 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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a/unit_tests/sources/streams/http/test_http_client.py b/unit_tests/sources/streams/http/test_http_client.py index fcdaf9a2b..29bac0ec8 100644 --- a/unit_tests/sources/streams/http/test_http_client.py +++ b/unit_tests/sources/streams/http/test_http_client.py @@ -6,6 +6,7 @@ import pytest import requests +from pympler import asizeof from requests_cache import CachedRequest from airbyte_cdk.models import FailureType @@ -375,6 +376,55 @@ def update_response(*args, **kwargs): assert returned_response == valid_response +@pytest.mark.usefixtures("mock_sleep") +def test_evicting_requests_for_request_count(): + mocked_session = MagicMock(spec=requests.Session) + valid_response = MagicMock(spec=requests.Response) + valid_response.status_code = 200 + valid_response.ok = True + valid_response.headers = {} + call_count = 3 + + def update_response(*args, **kwargs): + nonlocal call_count + if http_client._session.send.call_count == call_count: + call_count += 3 + return valid_response + else: + retry_response = MagicMock(spec=requests.Response) + retry_response.ok = False + retry_response.status_code = 408 + retry_response.headers = {} + return retry_response + + mocked_session.send.side_effect = update_response + + http_client = HttpClient( + name="test", + logger=MagicMock(), + error_handler=HttpStatusErrorHandler( + logger=MagicMock(), + error_mapping={ + 408: ErrorResolution( + ResponseAction.RETRY, FailureType.system_error, "test retry message" + ) + }, + max_retries=call_count, + ), + session=mocked_session, + ) + + requests_to_make = 1000 + for requests_count in range(requests_to_make): + prepared_request = requests.PreparedRequest() + returned_response = http_client._send_with_retry(prepared_request, request_kwargs={}) + assert returned_response == valid_response + + # for the number of requests_to_make if we didn't evict the requests we could see increase the value ~0.5 MB + size_of_request_count_store = asizeof.asizeof(http_client._request_attempt_count) + assert size_of_request_count_store < 250 + + def test_session_request_exception_raises_backoff_exception(): error_handler = HttpStatusErrorHandler( logger=MagicMock(),