# -*- coding: utf-8 -*- # Copyright 2022 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. # import collections import re import time from timeit import default_timer as timer from typing import Callable def get_name(out, key="name"): pattern = re.compile(rf'{key}:\s*"([\-a-zA-Z0-9/]+)"') name = re.search(pattern, out).group(1) return name def get_state(out): pattern = re.compile(r"state:\s*([._a-zA-Z0-9/]+)") state = re.search(pattern, out).group(1) return state def get_featurestore_resource_name(out, key="name"): pattern = re.compile(rf'{key}:\s*"([\_\-a-zA-Z0-9/]+)"') name = re.search(pattern, out).group(1) return name def wait_for_job_state( get_job_method: Callable[[str], "proto.Message"], # noqa: F821 name: str, expected_state: str = "CANCELLED", timeout: int = 90, freq: float = 1.5, ) -> None: """Waits until the Job state of provided resource name is a particular state. Args: get_job_method: Callable[[str], "proto.Message"] Required. The GAPIC getter method to poll. Takes 'name' parameter and has a 'state' attribute in its response. name (str): Required. Complete uCAIP resource name to pass to get_job_method expected_state (str): The state at which this method will stop waiting. Default is "CANCELLED". timeout (int): Maximum number of seconds to wait for expected_state. If the job state is not expected_state within timeout, a TimeoutError will be raised. Default is 90 seconds. freq (float): Number of seconds between calls to get_job_method. Default is 1.5 seconds. """ for _ in range(int(timeout / freq)): response = get_job_method(name=name) if expected_state in str(response.state): return None time.sleep(freq) raise TimeoutError( f"Job state did not become {expected_state} within {timeout} seconds" "\nTry increasing the timeout in sample test" f"\nLast recorded state: {response.state}" ) def flaky_test_diagnostic(file_name, test_name, N=20): import pytest timing_dict = collections.defaultdict(list) for ri in range(N): start = timer() result = pytest.main(["-s", f"{file_name}::{test_name}"]) end = timer() delta = end - start if result == pytest.ExitCode.OK: timing_dict["SUCCESS"].append(delta) else: timing_dict["FAILURE"].append(delta) return timing_dict