forked from TrueCloudLab/frostfs-testlib
702 lines
25 KiB
Python
702 lines
25 KiB
Python
from dataclasses import Field, dataclass, fields, is_dataclass
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from typing import Any, get_args
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import pytest
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from frostfs_testlib.load.load_config import (
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EndpointSelectionStrategy,
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LoadParams,
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LoadScenario,
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LoadType,
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Preset,
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ReadFrom,
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)
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from frostfs_testlib.load.runners import DefaultRunner
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from frostfs_testlib.resources.load_params import BACKGROUND_LOAD_DEFAULT_VU_INIT_TIME
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from frostfs_testlib.storage.cluster import ClusterNode
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from frostfs_testlib.storage.controllers.background_load_controller import BackgroundLoadController
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from frostfs_testlib.storage.dataclasses.frostfs_services import StorageNode
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from frostfs_testlib.storage.dataclasses.node_base import NodeBase
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@dataclass
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class MetaTestField:
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field: Field
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field_type: type
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instance: Any
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class TestLoadConfig:
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@pytest.fixture
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def set_empty(self, request: pytest.FixtureRequest):
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# Workaround for verify
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if "param" in request.__dict__ and request.param:
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return request.param
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return False
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@pytest.fixture
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def load_type(self, request: pytest.FixtureRequest):
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# Workaround for verify
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if "param" in request.__dict__ and request.param:
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return request.param
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return None
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@pytest.fixture
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def load_params(self, load_type: LoadType, set_empty: bool, request: pytest.FixtureRequest):
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load_scenario = request.param
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return self._get_filled_load_params(load_type, load_scenario, set_empty)
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def test_load_params_only_load_type_required(self):
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load_params = LoadParams(load_type=LoadType.S3)
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expected = "s3"
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assert repr(load_params) == expected
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assert f"{load_params}" == expected
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def test_load_params_init_time(self):
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load_params = LoadParams(load_type=LoadType.S3)
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vus = 100
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load_params.vu_init_time = BACKGROUND_LOAD_DEFAULT_VU_INIT_TIME
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# Used in time calculations
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load_params.readers = vus
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load_params.writers = vus
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load_params.preallocated_readers = vus
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load_params.preallocated_writers = vus
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# Not used in time calculations
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load_params.deleters = vus
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load_params.preallocated_deleters = vus
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expected = vus * 4 * BACKGROUND_LOAD_DEFAULT_VU_INIT_TIME
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actual = load_params.get_init_time()
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assert actual == expected, "Incorrect time for get_init_time()"
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def test_load_params_initially_have_all_values_none(self):
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load_params = LoadParams(load_type=LoadType.S3)
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self._check_all_values_none(load_params, ["load_type", "scenario"])
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def test_preset_initially_have_all_values_none(self):
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preset = Preset()
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self._check_all_values_none(preset)
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@pytest.mark.parametrize("load_params", [LoadScenario.S3_CAR], indirect=True)
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def test_string_representation_s3_car(self, load_params: LoadParams):
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load_params.object_size = 524288
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expected = "s3_car 512 MiB, write_rate=10, read_rate=9, delete_rate=11, preallocated_writers=20, preallocated_readers=20, preallocated_deleters=21"
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assert f"{load_params}" == expected
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assert repr(load_params) == expected
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@pytest.mark.parametrize("load_params", [LoadScenario.gRPC], indirect=True)
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def test_string_representation_grpc(self, load_params: LoadParams):
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load_params.object_size = 512
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expected = "grpc 512 KiB, writers=7, readers=7, deleters=8"
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assert f"{load_params}" == expected
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assert repr(load_params) == expected
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@pytest.mark.parametrize("load_params", [LoadScenario.gRPC], indirect=True)
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def test_load_controller_string_representation(self, load_params: LoadParams):
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load_params.endpoint_selection_strategy = EndpointSelectionStrategy.ALL
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load_params.object_size = 512
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background_load_controller = BackgroundLoadController(
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"tmp", load_params, "wallet", None, None, DefaultRunner(None)
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)
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expected = "grpc 512 KiB, writers=7, readers=7, deleters=8"
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assert f"{background_load_controller}" == expected
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assert repr(background_load_controller) == expected
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def test_load_set_id_changes_fields(self):
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load_params = LoadParams(load_type=LoadType.S3)
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load_params.preset = Preset()
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load_params.read_from = ReadFrom["REGISTRY"]
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load_params.working_dir = "/tmp"
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load_params.set_id("test_id")
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assert load_params.registry_file == "/tmp/test_id_registry.bolt"
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assert load_params.preset.pregen_json == "/tmp/test_id_prepare.json"
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assert load_params.load_id == "test_id"
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# No other values should be changed
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self._check_all_values_none(
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load_params,
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[
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"load_type",
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"working_dir",
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"load_id",
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"registry_file",
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"preset",
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"scenario",
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"read_from",
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],
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)
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self._check_all_values_none(load_params.preset, ["pregen_json", "scenario"])
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@pytest.mark.parametrize("load_params", [LoadScenario.gRPC], indirect=True)
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def test_argument_parsing_for_grpc_scenario(self, load_params: LoadParams):
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expected_preset_args = [
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"--size '11'",
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"--preload_obj '13'",
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"--out 'pregen_json'",
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"--workers '7'",
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"--containers '16'",
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"--policy 'container_placement_policy'",
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"--ignore-errors",
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"--sleep '19'",
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"--local",
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]
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expected_env_vars = {
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"DURATION": 9,
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"WRITE_OBJ_SIZE": 11,
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"REGISTRY_FILE": "registry_file",
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"K6_MIN_ITERATION_DURATION": "min_iteration_duration",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"WRITERS": 7,
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"READERS": 7,
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"DELETERS": 8,
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"READ_AGE": 8,
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"PREGEN_JSON": "pregen_json",
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"PREPARE_LOCALLY": True,
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params", [LoadScenario.gRPC_CAR], indirect=True)
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def test_argument_parsing_for_grpc_car_scenario(self, load_params: LoadParams):
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expected_preset_args = [
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"--size '11'",
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"--preload_obj '13'",
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"--out 'pregen_json'",
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"--workers '7'",
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"--containers '16'",
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"--policy 'container_placement_policy'",
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"--ignore-errors",
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"--sleep '19'",
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"--local",
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]
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expected_env_vars = {
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"DURATION": 9,
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"WRITE_OBJ_SIZE": 11,
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"REGISTRY_FILE": "registry_file",
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"K6_MIN_ITERATION_DURATION": "min_iteration_duration",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"MAX_WRITERS": 11,
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"MAX_READERS": 11,
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"MAX_DELETERS": 12,
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"PRE_ALLOC_DELETERS": 21,
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"PRE_ALLOC_READERS": 20,
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"PRE_ALLOC_WRITERS": 20,
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"PREGEN_JSON": "pregen_json",
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"TIME_UNIT": "time_unit",
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"WRITE_RATE": 10,
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"READ_RATE": 9,
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"READ_AGE": 8,
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"DELETE_RATE": 11,
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"PREPARE_LOCALLY": True,
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params", [LoadScenario.S3], indirect=True)
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def test_argument_parsing_for_s3_scenario(self, load_params: LoadParams):
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expected_preset_args = [
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"--size '11'",
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"--preload_obj '13'",
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"--no-verify-ssl",
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"--out 'pregen_json'",
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"--workers '7'",
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"--buckets '13'",
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"--location 's3_location'",
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"--ignore-errors",
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"--sleep '19'",
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]
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expected_env_vars = {
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"DURATION": 9,
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"WRITE_OBJ_SIZE": 11,
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"REGISTRY_FILE": "registry_file",
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"K6_MIN_ITERATION_DURATION": "min_iteration_duration",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"WRITERS": 7,
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"READERS": 7,
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"DELETERS": 8,
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"READ_AGE": 8,
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"NO_VERIFY_SSL": True,
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"PREGEN_JSON": "pregen_json",
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params", [LoadScenario.S3_CAR], indirect=True)
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def test_argument_parsing_for_s3_car_scenario_with_stringed_time(self, load_params: LoadParams):
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load_params.load_time = "2d3h5min"
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expected_preset_args = [
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"--size '11'",
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"--preload_obj '13'",
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"--no-verify-ssl",
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"--out 'pregen_json'",
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"--workers '7'",
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"--buckets '13'",
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"--location 's3_location'",
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"--ignore-errors",
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"--sleep '19'",
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]
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expected_env_vars = {
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"DURATION": 183900,
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"WRITE_OBJ_SIZE": 11,
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"REGISTRY_FILE": "registry_file",
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"K6_MIN_ITERATION_DURATION": "min_iteration_duration",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"NO_VERIFY_SSL": True,
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"MAX_WRITERS": 11,
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"MAX_READERS": 11,
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"MAX_DELETERS": 12,
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"PRE_ALLOC_DELETERS": 21,
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"PRE_ALLOC_READERS": 20,
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"PRE_ALLOC_WRITERS": 20,
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"PREGEN_JSON": "pregen_json",
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"TIME_UNIT": "time_unit",
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"WRITE_RATE": 10,
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"READ_RATE": 9,
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"READ_AGE": 8,
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"DELETE_RATE": 11,
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params", [LoadScenario.S3_CAR], indirect=True)
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def test_argument_parsing_for_s3_car_scenario(self, load_params: LoadParams):
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expected_preset_args = [
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"--size '11'",
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"--preload_obj '13'",
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"--no-verify-ssl",
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"--out 'pregen_json'",
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"--workers '7'",
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"--buckets '13'",
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"--location 's3_location'",
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"--ignore-errors",
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"--sleep '19'",
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]
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expected_env_vars = {
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"DURATION": 9,
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"WRITE_OBJ_SIZE": 11,
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"REGISTRY_FILE": "registry_file",
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"K6_MIN_ITERATION_DURATION": "min_iteration_duration",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"NO_VERIFY_SSL": True,
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"MAX_WRITERS": 11,
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"MAX_READERS": 11,
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"MAX_DELETERS": 12,
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"PRE_ALLOC_DELETERS": 21,
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"PRE_ALLOC_READERS": 20,
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"PRE_ALLOC_WRITERS": 20,
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"PREGEN_JSON": "pregen_json",
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"TIME_UNIT": "time_unit",
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"WRITE_RATE": 10,
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"READ_RATE": 9,
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"READ_AGE": 8,
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"DELETE_RATE": 11,
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params", [LoadScenario.HTTP], indirect=True)
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def test_argument_parsing_for_http_scenario(self, load_params: LoadParams):
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load_params.preset.local = False
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expected_preset_args = [
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"--no-verify-ssl",
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"--size '11'",
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"--preload_obj '13'",
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"--out 'pregen_json'",
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"--workers '7'",
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"--containers '16'",
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"--policy 'container_placement_policy'",
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"--ignore-errors",
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"--sleep '19'",
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]
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expected_env_vars = {
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"DURATION": 9,
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"WRITE_OBJ_SIZE": 11,
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"NO_VERIFY_SSL": True,
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"REGISTRY_FILE": "registry_file",
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"K6_MIN_ITERATION_DURATION": "min_iteration_duration",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"WRITERS": 7,
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"READERS": 7,
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"DELETERS": 8,
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"READ_AGE": 8,
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"PREGEN_JSON": "pregen_json",
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params", [LoadScenario.LOCAL], indirect=True)
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def test_argument_parsing_for_local_scenario(self, load_params: LoadParams):
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load_params.preset.local = False
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expected_preset_args = [
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"--size '11'",
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"--preload_obj '13'",
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"--out 'pregen_json'",
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"--workers '7'",
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"--containers '16'",
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"--policy 'container_placement_policy'",
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"--ignore-errors",
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"--sleep '19'",
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]
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expected_env_vars = {
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"CONFIG_FILE": "config_file",
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"DURATION": 9,
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"WRITE_OBJ_SIZE": 11,
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"REGISTRY_FILE": "registry_file",
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"K6_MIN_ITERATION_DURATION": "min_iteration_duration",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"WRITERS": 7,
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"READERS": 7,
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"DELETERS": 8,
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"READ_AGE": 8,
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"PREGEN_JSON": "pregen_json",
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params, load_type", [(LoadScenario.VERIFY, LoadType.S3)], indirect=True)
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def test_argument_parsing_for_s3_verify_scenario(self, load_params: LoadParams):
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expected_env_vars = {
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"CLIENTS": 14,
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"REGISTRY_FILE": "registry_file",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"NO_VERIFY_SSL": True,
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"TIME_LIMIT": 11,
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}
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params, load_type", [(LoadScenario.VERIFY, LoadType.gRPC)], indirect=True)
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def test_argument_parsing_for_grpc_verify_scenario(self, load_params: LoadParams):
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expected_env_vars = {
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"CLIENTS": 14,
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"REGISTRY_FILE": "registry_file",
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"K6_SETUP_TIMEOUT": "setup_timeout",
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"NO_VERIFY_SSL": True,
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"TIME_LIMIT": 11,
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}
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params, set_empty", [(LoadScenario.gRPC, True)], indirect=True)
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def test_empty_argument_parsing_for_grpc_scenario(self, load_params: LoadParams):
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expected_preset_args = [
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"--size '0'",
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"--preload_obj '0'",
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"--out ''",
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"--workers '0'",
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"--containers '0'",
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"--policy ''",
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"--sleep '0'",
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]
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expected_env_vars = {
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"DURATION": 0,
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"WRITE_OBJ_SIZE": 0,
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"REGISTRY_FILE": "",
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"K6_MIN_ITERATION_DURATION": "",
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"K6_SETUP_TIMEOUT": "",
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"WRITERS": 0,
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"READERS": 0,
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"DELETERS": 0,
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"READ_AGE": 0,
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"PREGEN_JSON": "",
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"PREPARE_LOCALLY": False,
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params, set_empty", [(LoadScenario.gRPC_CAR, True)], indirect=True)
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def test_empty_argument_parsing_for_grpc_car_scenario(self, load_params: LoadParams):
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expected_preset_args = [
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"--size '0'",
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"--preload_obj '0'",
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"--out ''",
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"--workers '0'",
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"--containers '0'",
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"--policy ''",
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"--sleep '0'",
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]
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expected_env_vars = {
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"DURATION": 0,
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"WRITE_OBJ_SIZE": 0,
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"REGISTRY_FILE": "",
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"K6_MIN_ITERATION_DURATION": "",
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"K6_SETUP_TIMEOUT": "",
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"MAX_WRITERS": 0,
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"MAX_READERS": 0,
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"MAX_DELETERS": 0,
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"PRE_ALLOC_DELETERS": 0,
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"PRE_ALLOC_READERS": 0,
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"PRE_ALLOC_WRITERS": 0,
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"PREGEN_JSON": "",
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"TIME_UNIT": "",
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"WRITE_RATE": 0,
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"READ_RATE": 0,
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"DELETE_RATE": 0,
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"READ_AGE": 0,
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"PREPARE_LOCALLY": False,
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}
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self._check_preset_params(load_params, expected_preset_args)
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self._check_env_vars(load_params, expected_env_vars)
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@pytest.mark.parametrize("load_params, set_empty", [(LoadScenario.S3, True)], indirect=True)
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def test_empty_argument_parsing_for_s3_scenario(self, load_params: LoadParams):
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expected_preset_args = [
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"--size '0'",
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"--preload_obj '0'",
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"--out ''",
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"--workers '0'",
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"--buckets '0'",
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"--location ''",
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"--sleep '0'",
|
|
]
|
|
expected_env_vars = {
|
|
"DURATION": 0,
|
|
"WRITE_OBJ_SIZE": 0,
|
|
"REGISTRY_FILE": "",
|
|
"K6_MIN_ITERATION_DURATION": "",
|
|
"K6_SETUP_TIMEOUT": "",
|
|
"WRITERS": 0,
|
|
"READERS": 0,
|
|
"DELETERS": 0,
|
|
"READ_AGE": 0,
|
|
"NO_VERIFY_SSL": False,
|
|
"PREGEN_JSON": "",
|
|
}
|
|
|
|
self._check_preset_params(load_params, expected_preset_args)
|
|
self._check_env_vars(load_params, expected_env_vars)
|
|
|
|
@pytest.mark.parametrize("load_params, set_empty", [(LoadScenario.S3_CAR, True)], indirect=True)
|
|
def test_empty_argument_parsing_for_s3_car_scenario(self, load_params: LoadParams):
|
|
expected_preset_args = [
|
|
"--size '0'",
|
|
"--preload_obj '0'",
|
|
"--out ''",
|
|
"--workers '0'",
|
|
"--buckets '0'",
|
|
"--location ''",
|
|
"--sleep '0'",
|
|
]
|
|
expected_env_vars = {
|
|
"DURATION": 0,
|
|
"WRITE_OBJ_SIZE": 0,
|
|
"REGISTRY_FILE": "",
|
|
"K6_MIN_ITERATION_DURATION": "",
|
|
"K6_SETUP_TIMEOUT": "",
|
|
"NO_VERIFY_SSL": False,
|
|
"MAX_WRITERS": 0,
|
|
"MAX_READERS": 0,
|
|
"MAX_DELETERS": 0,
|
|
"PRE_ALLOC_DELETERS": 0,
|
|
"PRE_ALLOC_READERS": 0,
|
|
"PRE_ALLOC_WRITERS": 0,
|
|
"PREGEN_JSON": "",
|
|
"TIME_UNIT": "",
|
|
"WRITE_RATE": 0,
|
|
"READ_RATE": 0,
|
|
"DELETE_RATE": 0,
|
|
"READ_AGE": 0,
|
|
}
|
|
|
|
self._check_preset_params(load_params, expected_preset_args)
|
|
self._check_env_vars(load_params, expected_env_vars)
|
|
|
|
@pytest.mark.parametrize("load_params, set_empty", [(LoadScenario.HTTP, True)], indirect=True)
|
|
def test_empty_argument_parsing_for_http_scenario(self, load_params: LoadParams):
|
|
expected_preset_args = [
|
|
"--size '0'",
|
|
"--preload_obj '0'",
|
|
"--out ''",
|
|
"--workers '0'",
|
|
"--containers '0'",
|
|
"--policy ''",
|
|
"--sleep '0'",
|
|
]
|
|
expected_env_vars = {
|
|
"DURATION": 0,
|
|
"WRITE_OBJ_SIZE": 0,
|
|
"NO_VERIFY_SSL": False,
|
|
"REGISTRY_FILE": "",
|
|
"K6_MIN_ITERATION_DURATION": "",
|
|
"K6_SETUP_TIMEOUT": "",
|
|
"WRITERS": 0,
|
|
"READERS": 0,
|
|
"DELETERS": 0,
|
|
"READ_AGE": 0,
|
|
"PREGEN_JSON": "",
|
|
}
|
|
|
|
self._check_preset_params(load_params, expected_preset_args)
|
|
self._check_env_vars(load_params, expected_env_vars)
|
|
|
|
@pytest.mark.parametrize("load_params, set_empty", [(LoadScenario.LOCAL, True)], indirect=True)
|
|
def test_empty_argument_parsing_for_local_scenario(self, load_params: LoadParams):
|
|
expected_preset_args = [
|
|
"--size '0'",
|
|
"--preload_obj '0'",
|
|
"--out ''",
|
|
"--workers '0'",
|
|
"--containers '0'",
|
|
"--policy ''",
|
|
"--sleep '0'",
|
|
]
|
|
expected_env_vars = {
|
|
"CONFIG_FILE": "",
|
|
"DURATION": 0,
|
|
"WRITE_OBJ_SIZE": 0,
|
|
"REGISTRY_FILE": "",
|
|
"K6_MIN_ITERATION_DURATION": "",
|
|
"K6_SETUP_TIMEOUT": "",
|
|
"WRITERS": 0,
|
|
"READERS": 0,
|
|
"DELETERS": 0,
|
|
"READ_AGE": 0,
|
|
"PREGEN_JSON": "",
|
|
}
|
|
|
|
self._check_preset_params(load_params, expected_preset_args)
|
|
self._check_env_vars(load_params, expected_env_vars)
|
|
|
|
@pytest.mark.parametrize(
|
|
"load_params, load_type, set_empty",
|
|
[(LoadScenario.VERIFY, LoadType.S3, True)],
|
|
indirect=True,
|
|
)
|
|
def test_empty_argument_parsing_for_s3_verify_scenario(self, load_params: LoadParams):
|
|
expected_env_vars = {
|
|
"CLIENTS": 0,
|
|
"REGISTRY_FILE": "",
|
|
"K6_SETUP_TIMEOUT": "",
|
|
"NO_VERIFY_SSL": False,
|
|
"TIME_LIMIT": 0,
|
|
}
|
|
|
|
self._check_env_vars(load_params, expected_env_vars)
|
|
|
|
@pytest.mark.parametrize(
|
|
"load_params, load_type, set_empty",
|
|
[(LoadScenario.VERIFY, LoadType.gRPC, True)],
|
|
indirect=True,
|
|
)
|
|
def test_argument_parsing_for_grpc_verify_scenario(self, load_params: LoadParams):
|
|
expected_env_vars = {
|
|
"CLIENTS": 0,
|
|
"REGISTRY_FILE": "",
|
|
"K6_SETUP_TIMEOUT": "",
|
|
"NO_VERIFY_SSL": False,
|
|
"TIME_LIMIT": 0,
|
|
}
|
|
|
|
self._check_env_vars(load_params, expected_env_vars)
|
|
|
|
@pytest.mark.parametrize(
|
|
"load_params, load_type",
|
|
[(LoadScenario.gRPC, LoadType.gRPC)],
|
|
indirect=True,
|
|
)
|
|
@pytest.mark.parametrize(
|
|
"load_time, expected_seconds",
|
|
[
|
|
(300, 300),
|
|
("2d3h45min", 186300),
|
|
("1d6h", 108000),
|
|
("1d", 86400),
|
|
("1d1min", 86460),
|
|
("2h", 7200),
|
|
("2h2min", 7320),
|
|
],
|
|
)
|
|
def test_convert_time_to_seconds(self, load_params: LoadParams, load_time: str | int, expected_seconds: int):
|
|
load_params.load_time = load_time
|
|
assert load_params.load_time == expected_seconds
|
|
|
|
def _check_preset_params(self, load_params: LoadParams, expected_preset_args: list[str]):
|
|
preset_parameters = load_params.get_preset_arguments()
|
|
assert sorted(preset_parameters) == sorted(expected_preset_args)
|
|
|
|
def _check_env_vars(self, load_params: LoadParams, expected_env_vars: dict[str, str]):
|
|
env_vars = load_params.get_env_vars()
|
|
assert env_vars == expected_env_vars
|
|
|
|
def _check_all_values_none(self, dataclass, skip_fields=None):
|
|
if skip_fields is None:
|
|
skip_fields = []
|
|
|
|
dataclass_fields = [field for field in fields(dataclass) if field.name not in skip_fields]
|
|
for field in dataclass_fields:
|
|
value = getattr(dataclass, field.name)
|
|
assert value is None, f"{field.name} is not None"
|
|
|
|
def _check_all_values_not_none(self, dataclass, skip_fields=None):
|
|
if skip_fields is None:
|
|
skip_fields = []
|
|
|
|
dataclass_fields = [field for field in fields(dataclass) if field.name not in skip_fields]
|
|
for field in dataclass_fields:
|
|
value = getattr(dataclass, field.name)
|
|
assert value is not None, f"{field.name} is not None"
|
|
|
|
def _get_filled_load_params(
|
|
self, load_type: LoadType, load_scenario: LoadScenario, set_emtpy: bool = False
|
|
) -> LoadParams:
|
|
load_type_map = {
|
|
LoadScenario.S3: LoadType.S3,
|
|
LoadScenario.S3_CAR: LoadType.S3,
|
|
LoadScenario.gRPC: LoadType.gRPC,
|
|
LoadScenario.gRPC_CAR: LoadType.gRPC,
|
|
LoadScenario.LOCAL: LoadType.gRPC,
|
|
LoadScenario.HTTP: LoadType.HTTP,
|
|
}
|
|
load_type = load_type_map[load_scenario] if not load_type else load_type
|
|
|
|
load_params = LoadParams(load_type)
|
|
load_params.scenario = load_scenario
|
|
load_params.preset = Preset()
|
|
|
|
meta_fields = self._get_meta_fields(load_params)
|
|
for field in meta_fields:
|
|
if (
|
|
getattr(field.instance, field.field.name) is None
|
|
and load_params.scenario in field.field.metadata["applicable_scenarios"]
|
|
):
|
|
value_to_set_map = {
|
|
int: 0 if set_emtpy else len(field.field.name),
|
|
str: "" if set_emtpy else field.field.name,
|
|
bool: False if set_emtpy else True,
|
|
}
|
|
value_to_set = value_to_set_map[field.field_type]
|
|
setattr(field.instance, field.field.name, value_to_set)
|
|
|
|
return load_params
|
|
|
|
def _get_actual_field_type(self, field: Field) -> type:
|
|
return get_args(field.type)[0] if len(get_args(field.type)) else get_args(field.type)
|
|
|
|
def _get_meta_fields(self, instance):
|
|
data_fields = fields(instance)
|
|
fields_with_data = [
|
|
MetaTestField(field, self._get_actual_field_type(field), instance)
|
|
for field in data_fields
|
|
if field.metadata
|
|
]
|
|
|
|
for field in data_fields:
|
|
actual_field_type = self._get_actual_field_type(field)
|
|
if is_dataclass(actual_field_type) and getattr(instance, field.name):
|
|
fields_with_data += self._get_meta_fields(getattr(instance, field.name))
|
|
|
|
return fields_with_data or []
|