Sriharsha Chintalapani fe107aa3cb
Issue #17012: Multi User/Team Ownership (#17013)
* Add multiple owners

* Multi Ownership

* Issue #17012: Multi User/Team Ownership

* Issue #17012: Multi User/Team Ownership

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 1

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 2

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 3

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 4

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 5

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 6

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 7

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 8

* Add Migrations for Owner Thread

* update ingestion for multi owner

* fix pytests

* fixed checkstyle

* Add Alert Name to Publishers (#17108)

* Add Alert Name to Publishers

* Fix Test

* Add Bound to Setuptools (#17105)

* Minor: fixed testSummaryGraph issue (#17115)

* feat: updated multi pipeline ui as per new mock (#17106)

* feat: updated multi pipeline ui as per new mock

* translation sync

* fixed failing unit test

* fixed playwright test

* fixed viewService click issue

* sorted pipeline based on test case length

* Added domo federated dataset support (#17061)

* fix usernames (#17122)

* Doc: Updated Doris & Redshift Docs (#17123)

Co-authored-by: Prajwal Pandit <prajwalpandit@Prajwals-MacBook-Air.local>

* Fix #12677: Added Synapse Connector - docs and side docs (#17041)

* Fix #17098: Fixed case sensitive partition column name in Bigquery (#17104)

* Fixed case sensitive partiion col name bigquery

* update test

* #13876: change placement of comment and close button in task approval workflow (#17044)

* change placment of comment and close button in task approval workflow

* minor change

* playwright test for the close and comment function

* supported ref in activityFeedEditor

* fix playwright test

* added playwright test for data steward

* fix the test for the data streward user

* fix the close button not showing if task has no suggestions and icon fixes

* fix sonar issue

* change glossary and add suggestion button to dropdown button

* fix the glossary failure due to button change

* icon change for add tag and description

* fix glossary cypress failure due to button chnages

* changes as per comments

* MINOR: docs links fix (#17125)

* alation link fix

* dbt yaml config source link fix

* bigquery doc fix

* Explore tree feedbacks (#17078)

* fix explore design

* update switcher icon

* show menu when search query exists

* fix selection of active service

* fix type error

* fix tests

* fix tests

* fix tests

* MINOR: Databricks view TableType fix (#17124)

* Minor: fixed AUT test (#17128)

* Fix #16692: Override Lineage Support for View & Dashboard Lineage (#17064)

* #17065: fix the tags not rendering in selector after selection in edit tags task (#17107)

* fix the tags not rendering in selector after selection in edit tags taks

* added playwright test

* minor changes

* minor fix

* fix the tags not updating in edit and accept tag

* fix explore type changes for collate (#17131)

* MINOR: changed log level to debug (#17126)

* changed log level to debug

* fixed type

* changed type to optional

* Get feed and count data of soft deleted user (#17135)

* Doc: Adding OIDC Docs (#17139)

Co-authored-by: Prajwal Pandit <prajwalpandit@Prajwals-MacBook-Air.local>

* Doc: Updating Profiler Workflow Docs URL (#17140)

Co-authored-by: Prajwal Pandit <prajwalpandit@Prajwals-MacBook-Air.local>

* fix playwright and cypress (#17138)

* Minor: fixed edit modal issue for sql test case (#17132)

* Minor: fixed edit modal issue for sql test case

* fixed test

* Minor: Added whats new content for 1.4.6 release (#17148)

* MINOR [GEN-799]: add option to disable manual trigger using scheduleType (#17031)

* fix: raise for triggering system app

* added scheduleType ScheduledOrManual

* minor: remove "service" field from required properties in createAPIEndpoint schema (#17147)

* initial commit multi ownership

* update glossary and other entities

* update owners

* fix version pages

* fix tests

* Update entity_extension to move owner to array (#17200)

* fix tests

* fix api page errors

* fix owner label design

* locales

* fix owners in elastic search source

* fix types

* fix tests

* fix tests

* Updated CustomMetric owner to entityReferenceList. (#17211)

* Fix owners field in search mappings

* fix search aggregates

* fix inherited label

* Issue #17012: Multi User/Team Ownership - Fix Tests - Part 9

* Fix QUeries

* Fix Mysql Queries

* Typo

* fix tests

* fix tests

* fix tests

* fix advanced search constants

* fix service ingestion tests

* fix tests

---------

Co-authored-by: mohitdeuex <mohit.y@deuexsolutions.com>
Co-authored-by: Onkar Ravgan <onkar.10r@gmail.com>
Co-authored-by: Mohit Yadav <105265192+mohityadav766@users.noreply.github.com>
Co-authored-by: Ayush Shah <ayush@getcollate.io>
Co-authored-by: Shailesh Parmar <shailesh.parmar.webdev@gmail.com>
Co-authored-by: k.nakagaki <141020064+nakaken-churadata@users.noreply.github.com>
Co-authored-by: Prajwal214 <167504578+Prajwal214@users.noreply.github.com>
Co-authored-by: Prajwal Pandit <prajwalpandit@Prajwals-MacBook-Air.local>
Co-authored-by: Suman Maharana <sumanmaharana786@gmail.com>
Co-authored-by: Ashish Gupta <ashish@getcollate.io>
Co-authored-by: harshsoni2024 <64592571+harshsoni2024@users.noreply.github.com>
Co-authored-by: Karan Hotchandani <33024356+karanh37@users.noreply.github.com>
Co-authored-by: Mayur Singal <39544459+ulixius9@users.noreply.github.com>
Co-authored-by: Imri Paran <imri.paran@gmail.com>
Co-authored-by: sonika-shah <58761340+sonika-shah@users.noreply.github.com>
Co-authored-by: Sachin Chaurasiya <sachinchaurasiyachotey87@gmail.com>
Co-authored-by: karanh37 <karanh37@gmail.com>
Co-authored-by: Siddhant <86899184+Siddhanttimeline@users.noreply.github.com>
2024-07-30 08:06:39 +02:00

370 lines
12 KiB
Python

# Copyright 2021 Collate
# Licensed 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 databricks using the topology
"""
from unittest import TestCase
from unittest.mock import patch
from metadata.generated.schema.api.data.createDatabaseSchema import (
CreateDatabaseSchemaRequest,
)
from metadata.generated.schema.api.data.createTable import CreateTableRequest
from metadata.generated.schema.entity.data.database import Database
from metadata.generated.schema.entity.data.databaseSchema import DatabaseSchema
from metadata.generated.schema.entity.data.table import Column, DataType, TableType
from metadata.generated.schema.entity.services.databaseService import (
DatabaseConnection,
DatabaseService,
DatabaseServiceType,
)
from metadata.generated.schema.metadataIngestion.workflow import (
OpenMetadataWorkflowConfig,
)
from metadata.generated.schema.type.basic import FullyQualifiedEntityName
from metadata.generated.schema.type.entityReference import EntityReference
from metadata.ingestion.ometa.utils import model_str
from metadata.ingestion.source.database.databricks.metadata import DatabricksSource
# pylint: disable=line-too-long
mock_databricks_config = {
"source": {
"type": "databricks",
"serviceName": "local_datalake",
"serviceConnection": {
"config": {
"type": "Databricks",
"catalog": "hive_metastore",
"databaseSchema": "default",
"token": "123sawdtesttoken",
"hostPort": "localhost:443",
"connectionArguments": {"http_path": "/sql/1.0/warehouses/abcdedfg"},
}
},
"sourceConfig": {
"config": {
"type": "DatabaseMetadata",
"schemaFilterPattern": {"excludes": []},
}
},
},
"sink": {"type": "metadata-rest", "config": {}},
"workflowConfig": {
"openMetadataServerConfig": {
"hostPort": "http://localhost:8585/api",
"authProvider": "openmetadata",
"securityConfig": {
"jwtToken": "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
},
}
},
}
MOCK_TABLE = {
"id": "2d725b6e-1588-4814-9d8b-eff384cd1053",
"name": "DataSet Input",
"description": "this is a description for dataset input",
"rows": 99,
"columns": 10,
"schema": {
"columns": [
{"type": "DOUBLE", "name": "amount"},
{"type": "DOUBLE", "name": "bank_transfer_amount"},
{"type": "DOUBLE", "name": "coupon_amount"},
{"type": "DOUBLE", "name": "credit_card_amount"},
]
},
"owner": {"id": 1027954122, "name": "Nihar Doshi"},
"dataCurrentAt": "2022-10-18T05:30:06Z",
"createdAt": "2022-10-17T05:52:21Z",
"updatedAt": "2022-10-18T05:30:07Z",
"pdpEnabled": False,
"policies": [
{
"id": 17,
"type": "open",
"name": "All Rows",
"filters": [],
"users": [],
"virtualUsers": [],
"groups": [],
}
],
}
MOCK_TABLE_2 = {
"id": "3df43ed7-5f2f-46bb-9793-384c6374a81d",
"name": "growth data",
"description": "company growth data",
"rows": 5,
"columns": 2,
"schema": {
"columns": [
{"type": "ARRAY", "name": "quarters.result"},
{"type": "NUMBER", "name": "profit"},
]
},
"owner": {"id": 6024954162, "name": "Sam"},
"dataCurrentAt": "2024-07-15T05:30:06Z",
"createdAt": "2024-07-15T05:52:21Z",
"updatedAt": "2024-07-15T05:30:07Z",
}
EXPTECTED_TABLE_2 = [
CreateTableRequest(
name="growth data",
displayName="growth data",
description="company growth data",
tableType=TableType.Regular.value,
columns=[
Column(
name="quarters.result",
dataType=DataType.ARRAY.value,
),
Column(
name="profit",
dataType=DataType.NUMBER.value,
),
],
databaseSchema=FullyQualifiedEntityName(
"local_databricks.hive_metastore.do_it_all_with_default_schema"
),
)
]
EXPECTED_DATABASE_NAMES = ["hive_metastore"]
EXPECTED_DATABASE_SCHEMA_NAMES = ["default"]
MOCK_DATABASE_SERVICE = DatabaseService(
id="85811038-099a-11ed-861d-0242ac120002",
name="local_databricks",
connection=DatabaseConnection(),
serviceType=DatabaseServiceType.Databricks,
)
MOCK_DATABASE = Database(
id="a4e2f4aa-10af-4d4b-a85b-5daad6f70720",
name="hive_metastore",
fullyQualifiedName="local_databricks.hive_metastore",
displayName="hive_metastore",
description="",
service=EntityReference(
id="85811038-099a-11ed-861d-0242ac120002", type="databaseService"
),
)
MOCK_DATABASE_SCHEMA = DatabaseSchema(
id="ec5be98f-917c-44be-b178-47b3237ef648",
name="do_it_all_with_default_schema",
fullyQualifiedName="domodatabase_source.do_it_all_with_default_config.do_it_all_with_default_schema",
service=EntityReference(id="ec5be98f-917c-44be-b178-47b3237ef648", type="database"),
database=EntityReference(
id="a4e2f4aa-10af-4d4b-a85b-5daad6f70720",
type="database",
),
)
EXPTECTED_DATABASE_SCHEMA = [
CreateDatabaseSchemaRequest(
name="do_it_all_with_default_schema",
displayName=None,
description=None,
owners=None,
database="local_databricks.hive_metastore",
)
]
EXPTECTED_TABLE = [
CreateTableRequest(
name="newtable",
displayName="newtable",
description="this is a description for dataset input",
tableType=TableType.Regular.value,
columns=[
Column(
name="amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=1,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
Column(
name="bank_transfer_amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=2,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
Column(
name="coupon_amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=3,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
Column(
name="credit_card_amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=4,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
],
tableConstraints=None,
tablePartition=None,
tableProfilerConfig=None,
owners=None,
databaseSchema=FullyQualifiedEntityName(
"local_databricks.hive_metastore.do_it_all_with_default_schema"
),
tags=None,
schemaDefinition=None,
extension=None,
)
]
class DatabricksUnitTest(TestCase):
"""
Databricks unit tests
"""
@patch(
"metadata.ingestion.source.database.common_db_source.CommonDbSourceService.test_connection"
)
@patch(
"metadata.ingestion.source.database.databricks.metadata.DatabricksSource._init_version"
)
def __init__(self, methodName, test_connection, db_init_version) -> None:
super().__init__(methodName)
test_connection.return_value = False
db_init_version.return_value = None
self.config = OpenMetadataWorkflowConfig.model_validate(mock_databricks_config)
self.databricks_source = DatabricksSource.create(
mock_databricks_config["source"],
self.config.workflowConfig.openMetadataServerConfig,
)
self.databricks_source.context.get().__dict__[
"database"
] = MOCK_DATABASE.name.root
self.databricks_source.context.get().__dict__[
"database_service"
] = MOCK_DATABASE_SERVICE.name.root
self.databricks_source.context.get().__dict__[
"database_schema"
] = MOCK_DATABASE_SCHEMA.name.root
def test_database_schema_names(self):
assert EXPECTED_DATABASE_SCHEMA_NAMES == list(
self.databricks_source.get_database_schema_names()
)
def test_raw_database_schema_names(self):
assert EXPECTED_DATABASE_SCHEMA_NAMES == list(
self.databricks_source.get_raw_database_schema_names()
)
def test_yield_schema(self):
schema_list = []
yield_schemas = self.databricks_source.yield_database_schema(
schema_name=model_str(MOCK_DATABASE_SCHEMA.name)
)
for schema in yield_schemas:
if isinstance(schema, CreateDatabaseSchemaRequest):
schema_list.append(schema)
for _, (exptected, original) in enumerate(
zip(EXPTECTED_DATABASE_SCHEMA, schema_list)
):
self.assertEqual(exptected, original)
def test_yield_table(self):
table_list = []
yield_tables = self.databricks_source.yield_table(
("2d725b6e-1588-4814-9d8b-eff384cd1053", "Regular")
)
for table in yield_tables:
if isinstance(table, CreateTableRequest):
table_list.append(table)
for _, (expected, original) in enumerate(zip(EXPTECTED_TABLE, table_list)):
self.assertEqual(expected, original)
def test_yield_table_2(self):
table_list = []
yield_tables = self.databricks_source.yield_table(
("3df43ed7-5f2f-46bb-9793-384c6374a81d", "Regular")
)
for table in yield_tables:
if isinstance(table, CreateTableRequest):
table_list.append(table)
for _, (expected, original) in enumerate(zip(EXPTECTED_TABLE_2, table_list)):
self.assertEqual(expected, original)