superset/tests/dataset_api_tests.py

451 lines
16 KiB
Python

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# 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
#
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# KIND, either express or implied. See the License for the
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"""Unit tests for Superset"""
import json
from typing import List
from unittest.mock import patch
import prison
from superset import db, security_manager
from superset.commands.exceptions import (
CreateFailedError,
DeleteFailedError,
UpdateFailedError,
)
from superset.connectors.sqla.models import SqlaTable
from superset.models.core import Database
from superset.utils.core import get_example_database
from .base_tests import SupersetTestCase
class DatasetApiTests(SupersetTestCase):
@staticmethod
def insert_dataset(
table_name: str, schema: str, owners: List[int], database: Database
) -> SqlaTable:
obj_owners = list()
for owner in owners:
user = db.session.query(security_manager.user_model).get(owner)
obj_owners.append(user)
table = SqlaTable(
table_name=table_name, schema=schema, owners=obj_owners, database=database
)
db.session.add(table)
db.session.commit()
return table
def test_get_dataset_list(self):
"""
Dataset API: Test get dataset list
"""
example_db = get_example_database()
self.login(username="admin")
arguments = {
"filters": [
{"col": "database", "opr": "rel_o_m", "value": f"{example_db.id}"},
{"col": "table_name", "opr": "eq", "value": f"birth_names"},
]
}
uri = f"api/v1/dataset/?q={prison.dumps(arguments)}"
rv = self.client.get(uri)
self.assertEqual(rv.status_code, 200)
response = json.loads(rv.data.decode("utf-8"))
self.assertEqual(response["count"], 1)
expected_columns = [
"changed_by",
"changed_on",
"database_name",
"schema",
"table_name",
]
self.assertEqual(sorted(list(response["result"][0].keys())), expected_columns)
def test_get_dataset_list_gamma(self):
"""
Dataset API: Test get dataset list gamma
"""
example_db = get_example_database()
self.login(username="gamma")
uri = "api/v1/dataset/"
rv = self.client.get(uri)
self.assertEqual(rv.status_code, 200)
response = json.loads(rv.data.decode("utf-8"))
self.assertEqual(response["result"], [])
def test_get_dataset_related_database_gamma(self):
"""
Dataset API: Test get dataset related databases gamma
"""
example_db = get_example_database()
self.login(username="gamma")
uri = "api/v1/dataset/related/database"
rv = self.client.get(uri)
self.assertEqual(rv.status_code, 200)
response = json.loads(rv.data.decode("utf-8"))
self.assertEqual(response["count"], 0)
self.assertEqual(response["result"], [])
def test_get_dataset_item(self):
"""
Dataset API: Test get dataset item
"""
example_db = get_example_database()
table = (
db.session.query(SqlaTable)
.filter_by(database=example_db, table_name="birth_names")
.one()
)
self.login(username="admin")
uri = f"api/v1/dataset/{table.id}"
rv = self.client.get(uri)
self.assertEqual(rv.status_code, 200)
response = json.loads(rv.data.decode("utf-8"))
expected_result = {
"cache_timeout": None,
"database": {"database_name": "examples", "id": 1},
"default_endpoint": None,
"description": None,
"fetch_values_predicate": None,
"filter_select_enabled": True,
"is_sqllab_view": False,
"main_dttm_col": "ds",
"offset": 0,
"owners": [],
"schema": None,
"sql": None,
"table_name": "birth_names",
"template_params": None,
}
self.assertEqual(response["result"], expected_result)
def test_get_dataset_info(self):
"""
Dataset API: Test get dataset info
"""
self.login(username="admin")
uri = "api/v1/dataset/_info"
rv = self.client.get(uri)
self.assertEqual(rv.status_code, 200)
def test_create_dataset_item(self):
"""
Dataset API: Test create dataset item
"""
example_db = get_example_database()
self.login(username="admin")
table_data = {
"database": example_db.id,
"schema": "",
"table_name": "ab_permission",
}
uri = "api/v1/dataset/"
rv = self.client.post(uri, json=table_data)
self.assertEqual(rv.status_code, 201)
data = json.loads(rv.data.decode("utf-8"))
model = db.session.query(SqlaTable).get(data.get("id"))
self.assertEqual(model.table_name, table_data["table_name"])
self.assertEqual(model.database_id, table_data["database"])
db.session.delete(model)
db.session.commit()
def test_create_dataset_item_gamma(self):
"""
Dataset API: Test create dataset item gamma
"""
self.login(username="gamma")
example_db = get_example_database()
table_data = {
"database": example_db.id,
"schema": "",
"table_name": "ab_permission",
}
uri = "api/v1/dataset/"
rv = self.client.post(uri, json=table_data)
self.assertEqual(rv.status_code, 401)
def test_create_dataset_item_owner(self):
"""
Dataset API: Test create item owner
"""
example_db = get_example_database()
self.login(username="alpha")
admin = self.get_user("admin")
alpha = self.get_user("alpha")
table_data = {
"database": example_db.id,
"schema": "",
"table_name": "ab_permission",
"owners": [admin.id],
}
uri = "api/v1/dataset/"
rv = self.client.post(uri, json=table_data)
self.assertEqual(rv.status_code, 201)
data = json.loads(rv.data.decode("utf-8"))
model = db.session.query(SqlaTable).get(data.get("id"))
self.assertIn(admin, model.owners)
self.assertIn(alpha, model.owners)
db.session.delete(model)
db.session.commit()
def test_create_dataset_item_owners_invalid(self):
"""
Dataset API: Test create dataset item owner invalid
"""
admin = self.get_user("admin")
example_db = get_example_database()
self.login(username="admin")
table_data = {
"database": example_db.id,
"schema": "",
"table_name": "ab_permission",
"owners": [admin.id, 1000],
}
uri = f"api/v1/dataset/"
rv = self.client.post(uri, json=table_data)
self.assertEqual(rv.status_code, 422)
data = json.loads(rv.data.decode("utf-8"))
expected_result = {"message": {"owners": ["Owners are invalid"]}}
self.assertEqual(data, expected_result)
def test_create_dataset_validate_uniqueness(self):
"""
Dataset API: Test create dataset validate table uniqueness
"""
example_db = get_example_database()
self.login(username="admin")
table_data = {
"database": example_db.id,
"schema": "",
"table_name": "birth_names",
}
uri = "api/v1/dataset/"
rv = self.client.post(uri, json=table_data)
self.assertEqual(rv.status_code, 422)
data = json.loads(rv.data.decode("utf-8"))
self.assertEqual(
data, {"message": {"table_name": ["Datasource birth_names already exists"]}}
)
def test_create_dataset_validate_database(self):
"""
Dataset API: Test create dataset validate database exists
"""
self.login(username="admin")
table_data = {"database": 1000, "schema": "", "table_name": "birth_names"}
uri = "api/v1/dataset/"
rv = self.client.post(uri, json=table_data)
self.assertEqual(rv.status_code, 422)
data = json.loads(rv.data.decode("utf-8"))
self.assertEqual(data, {"message": {"database": ["Database does not exist"]}})
def test_create_dataset_validate_tables_exists(self):
"""
Dataset API: Test create dataset validate table exists
"""
example_db = get_example_database()
self.login(username="admin")
table_data = {
"database": example_db.id,
"schema": "",
"table_name": "does_not_exist",
}
uri = "api/v1/dataset/"
rv = self.client.post(uri, json=table_data)
self.assertEqual(rv.status_code, 422)
@patch("superset.datasets.dao.DatasetDAO.create")
def test_create_dataset_sqlalchemy_error(self, mock_dao_create):
"""
Dataset API: Test create dataset sqlalchemy error
"""
mock_dao_create.side_effect = CreateFailedError()
self.login(username="admin")
example_db = get_example_database()
dataset_data = {
"database": example_db.id,
"schema": "",
"table_name": "ab_permission",
}
uri = "api/v1/dataset/"
rv = self.client.post(uri, json=dataset_data)
data = json.loads(rv.data.decode("utf-8"))
self.assertEqual(rv.status_code, 422)
self.assertEqual(data, {"message": "Dataset could not be created."})
def test_update_dataset_item(self):
"""
Dataset API: Test update dataset item
"""
table = self.insert_dataset("ab_permission", "", [], get_example_database())
self.login(username="admin")
table_data = {"description": "changed_description"}
uri = f"api/v1/dataset/{table.id}"
rv = self.client.put(uri, json=table_data)
self.assertEqual(rv.status_code, 200)
model = db.session.query(SqlaTable).get(table.id)
self.assertEqual(model.description, table_data["description"])
db.session.delete(table)
db.session.commit()
def test_update_dataset_item_gamma(self):
"""
Dataset API: Test update dataset item gamma
"""
table = self.insert_dataset("ab_permission", "", [], get_example_database())
self.login(username="gamma")
table_data = {"description": "changed_description"}
uri = f"api/v1/dataset/{table.id}"
rv = self.client.put(uri, json=table_data)
self.assertEqual(rv.status_code, 401)
db.session.delete(table)
db.session.commit()
def test_update_dataset_item_not_owned(self):
"""
Dataset API: Test update dataset item not owned
"""
admin = self.get_user("admin")
table = self.insert_dataset(
"ab_permission", "", [admin.id], get_example_database()
)
self.login(username="alpha")
table_data = {"description": "changed_description"}
uri = f"api/v1/dataset/{table.id}"
rv = self.client.put(uri, json=table_data)
self.assertEqual(rv.status_code, 403)
db.session.delete(table)
db.session.commit()
def test_update_dataset_item_owners_invalid(self):
"""
Dataset API: Test update dataset item owner invalid
"""
admin = self.get_user("admin")
table = self.insert_dataset(
"ab_permission", "", [admin.id], get_example_database()
)
self.login(username="admin")
table_data = {"description": "changed_description", "owners": [1000]}
uri = f"api/v1/dataset/{table.id}"
rv = self.client.put(uri, json=table_data)
self.assertEqual(rv.status_code, 422)
db.session.delete(table)
db.session.commit()
def test_update_dataset_item_uniqueness(self):
"""
Dataset API: Test update dataset uniqueness
"""
admin = self.get_user("admin")
table = self.insert_dataset(
"ab_permission", "", [admin.id], get_example_database()
)
self.login(username="admin")
table_data = {"table_name": "birth_names"}
uri = f"api/v1/dataset/{table.id}"
rv = self.client.put(uri, json=table_data)
data = json.loads(rv.data.decode("utf-8"))
self.assertEqual(rv.status_code, 422)
expected_response = {
"message": {"table_name": ["Datasource birth_names already exists"]}
}
self.assertEqual(data, expected_response)
db.session.delete(table)
db.session.commit()
@patch("superset.datasets.dao.DatasetDAO.update")
def test_update_dataset_sqlalchemy_error(self, mock_dao_update):
"""
Dataset API: Test update dataset sqlalchemy error
"""
mock_dao_update.side_effect = UpdateFailedError()
table = self.insert_dataset("ab_permission", "", [], get_example_database())
self.login(username="admin")
table_data = {"description": "changed_description"}
uri = f"api/v1/dataset/{table.id}"
rv = self.client.put(uri, json=table_data)
data = json.loads(rv.data.decode("utf-8"))
self.assertEqual(rv.status_code, 422)
self.assertEqual(data, {"message": "Dataset could not be updated."})
def test_delete_dataset_item(self):
"""
Dataset API: Test delete dataset item
"""
admin = self.get_user("admin")
table = self.insert_dataset(
"ab_permission", "", [admin.id], get_example_database()
)
self.login(username="admin")
uri = f"api/v1/dataset/{table.id}"
rv = self.client.delete(uri)
self.assertEqual(rv.status_code, 200)
def test_delete_item_dataset_not_owned(self):
"""
Dataset API: Test delete item not owned
"""
admin = self.get_user("admin")
table = self.insert_dataset(
"ab_permission", "", [admin.id], get_example_database()
)
self.login(username="alpha")
uri = f"api/v1/dataset/{table.id}"
rv = self.client.delete(uri)
self.assertEqual(rv.status_code, 403)
db.session.delete(table)
db.session.commit()
def test_delete_dataset_item_not_authorized(self):
"""
Dataset API: Test delete item not authorized
"""
admin = self.get_user("admin")
table = self.insert_dataset(
"ab_permission", "", [admin.id], get_example_database()
)
self.login(username="gamma")
uri = f"api/v1/dataset/{table.id}"
rv = self.client.delete(uri)
self.assertEqual(rv.status_code, 401)
db.session.delete(table)
db.session.commit()
@patch("superset.datasets.dao.DatasetDAO.delete")
def test_delete_dataset_sqlalchemy_error(self, mock_dao_delete):
"""
Dataset API: Test delete dataset sqlalchemy error
"""
mock_dao_delete.side_effect = DeleteFailedError()
admin = self.get_user("admin")
table = self.insert_dataset(
"ab_permission", "", [admin.id], get_example_database()
)
self.login(username="admin")
uri = f"api/v1/dataset/{table.id}"
rv = self.client.delete(uri)
data = json.loads(rv.data.decode("utf-8"))
self.assertEqual(rv.status_code, 422)
self.assertEqual(data, {"message": "Dataset could not be deleted."})
db.session.delete(table)
db.session.commit()