tests/tasks/test_sagemaker.py

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"""Test Task SageMaker."""
import json
from unittest.mock import patch

import pytest

from pydolphinscheduler.tasks.sagemaker import SageMaker

sagemaker_request_json = json.dumps(
    {
        "ParallelismConfiguration": {"MaxParallelExecutionSteps": 1},
        "PipelineExecutionDescription": "test Pipeline",
        "PipelineExecutionDisplayName": "AbalonePipeline",
        "PipelineName": "AbalonePipeline",
        "PipelineParameters": [
            {"Name": "ProcessingInstanceType", "Value": "ml.m4.xlarge"},
            {"Name": "ProcessingInstanceCount", "Value": "2"},
        ],
    },
    indent=2,
)


@pytest.mark.parametrize(
    "attr, expect",
    [
        (
            {"sagemaker_request_json": sagemaker_request_json},
            {
                "sagemakerRequestJson": sagemaker_request_json,
                "localParams": [],
                "resourceList": [],
                "dependence": {},
                "waitStartTimeout": {},
                "conditionResult": {"successNode": [""], "failedNode": [""]},
            },
        )
    ],
)
@patch(
    "pydolphinscheduler.core.task.Task.gen_code_and_version",
    return_value=(123, 1),
)
def test_property_task_params(mock_code_version, attr, expect):
    """Test task sagemaker task property."""
    task = SageMaker("test-sagemaker-task-params", **attr)
    assert expect == task.task_params


def test_sagemaker_get_define():
    """Test task sagemaker function get_define."""
    code = 123
    version = 1
    name = "test_sagemaker_get_define"
    expect_task_params = {
        "resourceList": [],
        "localParams": [],
        "sagemakerRequestJson": sagemaker_request_json,
        "dependence": {},
        "conditionResult": {"successNode": [""], "failedNode": [""]},
        "waitStartTimeout": {},
    }
    with patch(
        "pydolphinscheduler.core.task.Task.gen_code_and_version",
        return_value=(code, version),
    ):
        sagemaker = SageMaker(name, sagemaker_request_json)
        assert sagemaker.task_params == expect_task_params