clearml-server/apiserver/tests/automated/test_subprojects.py
2022-03-15 16:28:59 +02:00

271 lines
12 KiB
Python

from time import sleep
from typing import Sequence, Optional, Tuple
from boltons.iterutils import first
from apiserver.apierrors import errors
from apiserver.config_repo import config
from apiserver.database.model import EntityVisibility
from apiserver.database.utils import id as db_id
from apiserver.tests.api_client import APIClient
from apiserver.tests.automated import TestService
class TestSubProjects(TestService):
def test_project_aggregations(self):
"""This test requires user with user_auth_only... credentials in db"""
user2_client = APIClient(
api_key=config.get("apiclient.user_auth_only"),
secret_key=config.get("apiclient.user_auth_only_secret"),
base_url=f"http://localhost:8008/v2.13",
)
child = self._temp_project(name="Aggregation/Pr1", client=user2_client)
project = self.api.projects.get_all_ex(name="^Aggregation$").projects[0].id
child_project = self.api.projects.get_all_ex(id=[child]).projects[0]
self.assertEqual(child_project.parent.id, project)
user = self.api.users.get_current_user().user.id
# test aggregations on project with empty subprojects
res = self.api.users.get_all_ex(active_in_projects=[project])
self.assertEqual(res.users, [])
res = self.api.projects.get_all_ex(id=[project], active_users=[user])
self.assertEqual(res.projects, [])
res = self.api.models.get_frameworks(projects=[project])
self.assertEqual(res.frameworks, [])
res = self.api.tasks.get_types(projects=[project])
self.assertEqual(res.types, [])
res = self.api.projects.get_task_parents(projects=[project])
self.assertEqual(res.parents, [])
# test aggregations with non-empty subprojects
task1 = self._temp_task(project=child)
self._temp_task(project=child, parent=task1)
framework = "Test framework"
self._temp_model(project=child, framework=framework)
res = self.api.users.get_all_ex(active_in_projects=[project])
self._assert_ids(res.users, [user])
res = self.api.projects.get_all_ex(id=[project], active_users=[user])
self._assert_ids(res.projects, [project])
res = self.api.projects.get_task_parents(projects=[project])
self._assert_ids(res.parents, [task1])
res = self.api.models.get_frameworks(projects=[project])
self.assertEqual(res.frameworks, [framework])
res = self.api.tasks.get_types(projects=[project])
self.assertEqual(res.types, ["testing"])
def _assert_ids(self, actual: Sequence[dict], expected: Sequence[str]):
self.assertEqual([a["id"] for a in actual], expected)
def test_project_operations(self):
# create
with self.api.raises(errors.bad_request.InvalidProjectName):
self._temp_project(name="/")
project1 = self._temp_project(name="Root1/Pr1")
project1_child = self._temp_project(name="Root1/Pr1/Pr2")
with self.api.raises(errors.bad_request.ExpectedUniqueData):
self._temp_project(name="Root1/Pr1/Pr2")
# update
with self.api.raises(errors.bad_request.CannotUpdateProjectLocation):
self.api.projects.update(project=project1, name="Root2/Pr2")
res = self.api.projects.update(project=project1, name="Root1/Pr2")
self.assertEqual(res.updated, 1)
res = self.api.projects.get_by_id(project=project1_child)
self.assertEqual(res.project.name, "Root1/Pr2/Pr2")
# move
res = self.api.projects.move(project=project1, new_location="Root2")
self.assertEqual(res.moved, 2)
res = self.api.projects.get_by_id(project=project1_child)
self.assertEqual(res.project.name, "Root2/Pr2/Pr2")
# merge
project_with_task, (active, archived) = self._temp_project_with_tasks(
"Root1/Pr3/Pr4"
)
project1_parent = self._getProjectParent(project1)
self._assertTags(project1_parent, tags=[], system_tags=[])
self._assertTags(project1_parent, tags=[], system_tags=[])
project_with_task_parent = self._getProjectParent(project_with_task)
self._assertTags(project_with_task_parent)
# self._assertTags(project_id=None)
merge_source = self.api.projects.get_by_id(
project=project_with_task
).project.parent
res = self.api.projects.merge(
project=merge_source, destination_project=project1
)
self.assertEqual(res.moved_entities, 0)
self.assertEqual(res.moved_projects, 1)
res = self.api.projects.get_by_id(project=project_with_task)
self.assertEqual(res.project.name, "Root2/Pr2/Pr4")
with self.api.raises(errors.bad_request.InvalidProjectId):
self.api.projects.get_by_id(project=merge_source)
self._assertTags(project1_parent)
self._assertTags(project1)
self._assertTags(project_with_task_parent, tags=[], system_tags=[])
# self._assertTags(project_id=None)
# delete
with self.api.raises(errors.bad_request.ProjectHasTasks):
self.api.projects.delete(project=project1)
res = self.api.projects.delete(project=project1, force=True)
self.assertEqual(res.deleted, 3)
self.assertEqual(res.disassociated_tasks, 2)
res = self.api.tasks.get_by_id(task=active).task
self.assertIsNone(res.get("project"))
for p_id in (project1, project1_child, project_with_task):
with self.api.raises(errors.bad_request.InvalidProjectId):
self.api.projects.get_by_id(project=p_id)
self._assertTags(project1_parent, tags=[], system_tags=[])
# self._assertTags(project_id=None, tags=[], system_tags=[])
def _getProjectParent(self, project_id: str):
return self.api.projects.get_all_ex(id=[project_id]).projects[0].parent.id
def _assertTags(
self,
project_id: Optional[str],
tags: Sequence[str] = ("test",),
system_tags: Sequence[str] = (EntityVisibility.archived.value,),
):
if project_id:
res = self.api.projects.get_task_tags(
projects=[project_id], include_system=True
)
else:
res = self.api.organization.get_tags(include_system=True)
self.assertEqual(set(res.tags), set(tags))
self.assertEqual(set(res.system_tags), set(system_tags))
def test_get_all_search_options(self):
project1 = self._temp_project(name="project1")
project2 = self._temp_project(name="project1/project2")
self._temp_project(name="project3")
# local search finds only at the specified level
res = self.api.projects.get_all_ex(
name="project1", shallow_search=True
).projects
self.assertEqual([p.id for p in res], [project1])
res = self.api.projects.get_all_ex(name="project1", parent=[project1]).projects
self.assertEqual([p.id for p in res], [project2])
# global search finds all or below the specified level
res = self.api.projects.get_all_ex(name="project1").projects
self.assertEqual(set(p.id for p in res), {project1, project2})
project4 = self._temp_project(name="project1/project2/project1")
res = self.api.projects.get_all_ex(name="project1", parent=[project2]).projects
self.assertEqual([p.id for p in res], [project4])
self.api.projects.delete(project=project1, force=True)
def test_get_all_with_check_own_contents(self):
project1, _ = self._temp_project_with_tasks(name="project1x")
project2 = self._temp_project(name="project2x")
self._temp_project_with_tasks(name="project2x/project22")
self._temp_model(project=project1)
res = self.api.projects.get_all_ex(
id=[project1, project2], check_own_contents=True
).projects
res1 = next(p for p in res if p.id == project1)
self.assertEqual(res1.own_tasks, 2)
self.assertEqual(res1.own_models, 1)
res2 = next(p for p in res if p.id == project2)
self.assertEqual(res2.own_tasks, 0)
self.assertEqual(res2.own_models, 0)
def test_get_all_with_stats(self):
project4, _ = self._temp_project_with_tasks(name="project1/project3/project4")
project5, _ = self._temp_project_with_tasks(name="project1/project3/project5")
project2 = self._temp_project(name="project2")
res = self.api.projects.get_all(shallow_search=True).projects
self.assertTrue(any(p for p in res if p.id == project2))
self.assertFalse(any(p for p in res if p.id in [project4, project5]))
project1 = first(p.id for p in res if p.name == "project1")
res = self.api.projects.get_all_ex(
id=[project1, project2], include_stats=True
).projects
self.assertEqual(set(p.id for p in res), {project1, project2})
res1 = next(p for p in res if p.id == project1)
self.assertEqual(res1.stats["active"]["status_count"]["created"], 0)
self.assertEqual(res1.stats["active"]["status_count"]["stopped"], 2)
self.assertEqual(res1.stats["active"]["status_count"]["in_progress"], 0)
self.assertEqual(res1.stats["active"]["total_runtime"], 2)
self.assertEqual(res1.stats["active"]["completed_tasks_24h"], 2)
self.assertEqual(res1.stats["active"]["total_tasks"], 2)
self.assertEqual(
{sp.name for sp in res1.sub_projects},
{
"project1/project3",
"project1/project3/project4",
"project1/project3/project5",
},
)
res2 = next(p for p in res if p.id == project2)
self.assertEqual(res2.stats["active"]["status_count"]["created"], 0)
self.assertEqual(res2.stats["active"]["status_count"]["stopped"], 0)
self.assertEqual(res2.stats["active"]["status_count"]["in_progress"], 0)
self.assertEqual(res2.stats["active"]["status_count"]["completed"], 0)
self.assertEqual(res2.stats["active"]["total_runtime"], 0)
self.assertEqual(res2.stats["active"]["total_tasks"], 0)
self.assertEqual(res2.sub_projects, [])
def _run_tasks(self, *tasks):
"""Imitate 1 second of running"""
for task_id in tasks:
self.api.tasks.started(task=task_id)
sleep(1)
for task_id in tasks:
self.api.tasks.stopped(task=task_id)
def _temp_project_with_tasks(self, name) -> Tuple[str, Tuple[str, str]]:
pr_id = self._temp_project(name=name)
task_active = self._temp_task(project=pr_id)
task_archived = self._temp_task(
project=pr_id, system_tags=[EntityVisibility.archived.value], tags=["test"]
)
self._run_tasks(task_active, task_archived)
return pr_id, (task_active, task_archived)
delete_params = dict(can_fail=True, force=True)
def _temp_project(self, name, client=None, **kwargs):
return self.create_temp(
"projects",
delete_params=self.delete_params,
name=name,
description="",
client=client,
**kwargs,
)
def _temp_task(self, **kwargs):
return self.create_temp(
"tasks",
delete_params=self.delete_params,
type="testing",
name=db_id(),
input=dict(view=dict()),
**kwargs,
)
def _temp_model(self, **kwargs):
return self.create_temp(
service="models",
delete_params=self.delete_params,
name="test",
uri="file:///a",
labels={},
**kwargs,
)