分布式调度框架。
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
"""Test Task class function."""
import logging
import re
from unittest.mock import PropertyMock, patch
import pytest
from pydolphinscheduler.core.process_definition import ProcessDefinition
from pydolphinscheduler.core.task import Task, TaskRelation
from pydolphinscheduler.exceptions import PyResPluginException
from pydolphinscheduler.resources_plugin import Local
from tests.testing.task import Task as testTask
from tests.testing.task import TaskWithCode
TEST_TASK_RELATION_SET = set()
TEST_TASK_RELATION_SIZE = 0
@pytest.mark.parametrize(
"attr, expect",
[
(
dict(),
{
"localParams": [],
"resourceList": [],
"dependence": {},
"waitStartTimeout": {},
"conditionResult": {"successNode": [""], "failedNode": [""]},
},
),
(
{
"local_params": ["foo", "bar"],
"resource_list": ["foo", "bar"],
"dependence": {"foo", "bar"},
"wait_start_timeout": {"foo", "bar"},
"condition_result": {"foo": ["bar"]},
},
{
"localParams": ["foo", "bar"],
"resourceList": [{"id": 1}],
"dependence": {"foo", "bar"},
"waitStartTimeout": {"foo", "bar"},
"conditionResult": {"foo": ["bar"]},
},
),
],
)
@patch(
"pydolphinscheduler.core.resource.Resource.get_id_from_database",
return_value=1,
)
@patch(
"pydolphinscheduler.core.task.Task.user_name",
return_value="test_user",
)
def test_property_task_params(mock_resource, mock_user_name, attr, expect):
"""Test class task property."""
task = testTask(
"test-property-task-params",
"test-task",
**attr,
)
assert expect == task.task_params
@pytest.mark.parametrize(
"pre_code, post_code, expect",
[
(123, 456, hash("123 -> 456")),
(12345678, 987654321, hash("12345678 -> 987654321")),
],
)
def test_task_relation_hash_func(pre_code, post_code, expect):
"""Test TaskRelation magic function :func:`__hash__`."""
task_param = TaskRelation(pre_task_code=pre_code, post_task_code=post_code)
assert hash(task_param) == expect
@pytest.mark.parametrize(
"pre_code, post_code, size_add",
[
(123, 456, 1),
(123, 456, 0),
(456, 456, 1),
(123, 123, 1),
(456, 123, 1),
(0, 456, 1),
(123, 0, 1),
],
)
def test_task_relation_add_to_set(pre_code, post_code, size_add):
"""Test TaskRelation with different pre_code and post_code add to set behavior.
Here we use global variable to keep set of :class:`TaskRelation` instance and the number we expect
of the size when we add a new task relation to exists set.
"""
task_relation = TaskRelation(pre_task_code=pre_code, post_task_code=post_code)
TEST_TASK_RELATION_SET.add(task_relation)
# hint python interpreter use global variable instead of local's
global TEST_TASK_RELATION_SIZE
TEST_TASK_RELATION_SIZE += size_add
assert len(TEST_TASK_RELATION_SET) == TEST_TASK_RELATION_SIZE
def test_task_relation_to_dict():
"""Test TaskRelation object function to_dict."""
pre_task_code = 123
post_task_code = 456
expect = {
"name": "",
"preTaskCode": pre_task_code,
"postTaskCode": post_task_code,
"preTaskVersion": 1,
"postTaskVersion": 1,
"conditionType": 0,
"conditionParams": {},
}
task_relation = TaskRelation(
pre_task_code=pre_task_code, post_task_code=post_task_code
)
assert task_relation.get_define() == expect
def test_task_get_define():
"""Test Task object function get_define."""
code = 123
version = 1
name = "test_task_get_define"
task_type = "test_task_get_define_type"
expect = {
"code": code,
"name": name,
"version": version,
"description": None,
"delayTime": 0,
"taskType": task_type,
"taskParams": {
"resourceList": [],
"localParams": [],
"dependence": {},
"conditionResult": {"successNode": [""], "failedNode": [""]},
"waitStartTimeout": {},
},
"flag": "YES",
"taskPriority": "MEDIUM",
"workerGroup": "default",
"environmentCode": None,
"failRetryTimes": 0,
"failRetryInterval": 1,
"timeoutFlag": "CLOSE",
"timeoutNotifyStrategy": None,
"timeout": 0,
}
with patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(code, version),
):
task = Task(name=name, task_type=task_type)
assert task.get_define() == expect
@pytest.mark.parametrize("shift", ["<<", ">>"])
def test_two_tasks_shift(shift: str):
"""Test bit operator between tasks.
Here we test both `>>` and `<<` bit operator.
"""
upstream = testTask(name="upstream", task_type=shift)
downstream = testTask(name="downstream", task_type=shift)
if shift == "<<":
downstream << upstream
elif shift == ">>":
upstream >> downstream
else:
assert False, f"Unexpect bit operator type {shift}."
assert (
1 == len(upstream._downstream_task_codes)
and downstream.code in upstream._downstream_task_codes
), "Task downstream task attributes error, downstream codes size or specific code failed."
assert (
1 == len(downstream._upstream_task_codes)
and upstream.code in downstream._upstream_task_codes
), "Task upstream task attributes error, upstream codes size or upstream code failed."
@pytest.mark.parametrize(
"dep_expr, flag",
[
("task << tasks", "upstream"),
("tasks << task", "downstream"),
("task >> tasks", "downstream"),
("tasks >> task", "upstream"),
],
)
def test_tasks_list_shift(dep_expr: str, flag: str):
"""Test bit operator between task and sequence of tasks.
Here we test both `>>` and `<<` bit operator.
"""
reverse_dict = {
"upstream": "downstream",
"downstream": "upstream",
}
task_type = "dep_task_and_tasks"
task = testTask(name="upstream", task_type=task_type)
tasks = [
testTask(name="downstream1", task_type=task_type),
testTask(name="downstream2", task_type=task_type),
]
# Use build-in function eval to simply test case and reduce duplicate code
eval(dep_expr)
direction_attr = f"_{flag}_task_codes"
reverse_direction_attr = f"_{reverse_dict[flag]}_task_codes"
assert 2 == len(getattr(task, direction_attr))
assert [t.code in getattr(task, direction_attr) for t in tasks]
assert all([1 == len(getattr(t, reverse_direction_attr)) for t in tasks])
assert all([task.code in getattr(t, reverse_direction_attr) for t in tasks])
def test_add_duplicate(caplog):
"""Test add task which code already in process definition."""
with ProcessDefinition("test_add_duplicate_workflow") as _:
TaskWithCode(name="test_task_1", task_type="test", code=123, version=1)
with caplog.at_level(logging.WARNING):
TaskWithCode(
name="test_task_duplicate_code", task_type="test", code=123, version=2
)
assert all(
[
caplog.text.startswith("WARNING pydolphinscheduler"),
re.findall("already in process definition", caplog.text),
]
)
@pytest.mark.parametrize(
"val, expected",
[
("a.sh", "echo Test task attribute ext_attr"),
("a.zsh", "echo Test task attribute ext_attr"),
("echo Test task attribute ext_attr", "echo Test task attribute ext_attr"),
],
)
@patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(123, 1),
)
@patch(
"pydolphinscheduler.core.task.Task.ext",
new_callable=PropertyMock,
return_value={".sh", ".zsh"},
)
@patch(
"pydolphinscheduler.core.task.Task.ext_attr",
new_callable=PropertyMock,
return_value="_raw_script",
)
@patch(
"pydolphinscheduler.core.task.Task._raw_script",
create=True,
new_callable=PropertyMock,
)
@patch("pydolphinscheduler.core.task.Task.get_plugin")
def test_task_ext_attr(
m_plugin, m_raw_script, m_ext_attr, m_ext, m_code_version, val, expected
):
"""Test task attribute ext_attr."""
m_plugin.return_value.read_file.return_value = expected
m_raw_script.return_value = val
task = Task("test_task_ext_attr", "test_task_ext_attr")
assert expected == getattr(task, "raw_script")
@pytest.mark.parametrize(
"attr, expected",
[
(
{
"name": "test_task_abtain_res_plugin",
"task_type": "TaskType",
"resource_plugin": Local("prefix"),
"process_definition": ProcessDefinition(
name="process_definition",
resource_plugin=Local("prefix"),
),
},
"Local",
),
(
{
"name": "test_task_abtain_res_plugin",
"task_type": "TaskType",
"resource_plugin": Local("prefix"),
},
"Local",
),
(
{
"name": "test_task_abtain_res_plugin",
"task_type": "TaskType",
"process_definition": ProcessDefinition(
name="process_definition",
resource_plugin=Local("prefix"),
),
},
"Local",
),
],
)
@patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(123, 1),
)
@patch("pydolphinscheduler.core.task.Task.get_content")
def test_task_obtain_res_plugin(m_get_content, m_code_version, attr, expected):
"""Test task obtaining resource plug-in."""
task = Task(**attr)
assert expected == task.get_plugin().__class__.__name__
@pytest.mark.parametrize(
"attr",
[
{
"name": "test_task_abtain_res_plugin",
"task_type": "TaskType",
"process_definition": ProcessDefinition(
name="process_definition",
),
},
],
)
@patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(123, 1),
)
@patch("pydolphinscheduler.core.task.Task.get_content")
def test_task_obtain_res_plugin_exception(m_get_content, m_code_version, attr):
"""Test task obtaining resource plug-in exception."""
with pytest.raises(
PyResPluginException,
match="The execution command of this task is a file, but the resource plugin is empty",
):
task = Task(**attr)
task.get_plugin()
@pytest.mark.parametrize(
"resources, expect",
[
(
["/dev/test.py"],
[{"id": 1}],
),
(
["/dev/test.py", {"id": 2}],
[{"id": 1}, {"id": 2}],
),
],
)
@patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(123, 1),
)
@patch(
"pydolphinscheduler.core.resource.Resource.get_id_from_database",
return_value=1,
)
@patch(
"pydolphinscheduler.core.task.Task.user_name",
return_value="test_user",
)
def test_python_resource_list(
mock_code_version, mock_resource, mock_user_name, resources, expect
):
"""Test python task resource list."""
task = Task(
name="python_resource_list.",
task_type="PYTHON",
resource_list=resources,
)
assert task.resource_list == expect