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										 |  |  | #  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 nifi using the topology | 
					
						
							|  |  |  | """
 | 
					
						
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										 |  |  | # pylint: disable=line-too-long | 
					
						
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										 |  |  | import json | 
					
						
							|  |  |  | from pathlib import Path | 
					
						
							|  |  |  | from unittest import TestCase | 
					
						
							|  |  |  | from unittest.mock import PropertyMock, patch | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | from metadata.generated.schema.api.data.createPipeline import CreatePipelineRequest | 
					
						
							|  |  |  | from metadata.generated.schema.entity.data.pipeline import Pipeline, Task | 
					
						
							|  |  |  | from metadata.generated.schema.entity.services.pipelineService import ( | 
					
						
							|  |  |  |     PipelineConnection, | 
					
						
							|  |  |  |     PipelineService, | 
					
						
							|  |  |  |     PipelineServiceType, | 
					
						
							|  |  |  | ) | 
					
						
							|  |  |  | from metadata.generated.schema.metadataIngestion.workflow import ( | 
					
						
							|  |  |  |     OpenMetadataWorkflowConfig, | 
					
						
							|  |  |  | ) | 
					
						
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										 |  |  | from metadata.generated.schema.type.basic import FullyQualifiedEntityName | 
					
						
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										 |  |  | from metadata.generated.schema.type.entityReference import EntityReference | 
					
						
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										 |  |  | from metadata.ingestion.source.pipeline.nifi.metadata import ( | 
					
						
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										 |  |  |     NifiPipelineDetails, | 
					
						
							|  |  |  |     NifiProcessor, | 
					
						
							|  |  |  |     NifiProcessorConnections, | 
					
						
							|  |  |  |     NifiSource, | 
					
						
							|  |  |  | ) | 
					
						
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										 |  |  | from metadata.utils.constants import UTF_8 | 
					
						
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										 |  |  | 
 | 
					
						
							|  |  |  | mock_file_path = ( | 
					
						
							|  |  |  |     Path(__file__).parent.parent.parent / "resources/datasets/nifi_process_group.json" | 
					
						
							|  |  |  | ) | 
					
						
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										 |  |  | with open(mock_file_path, encoding=UTF_8) as file: | 
					
						
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										 |  |  |     mock_data: dict = json.load(file) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | resources_mock_file_path = ( | 
					
						
							|  |  |  |     Path(__file__).parent.parent.parent / "resources/datasets/nifi_resources.json" | 
					
						
							|  |  |  | ) | 
					
						
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										 |  |  | with open(mock_file_path, encoding=UTF_8) as file: | 
					
						
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										 |  |  |     resources_mock_data: dict = json.load(file) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | mock_nifi_config = { | 
					
						
							|  |  |  |     "source": { | 
					
						
							|  |  |  |         "type": "nifi", | 
					
						
							|  |  |  |         "serviceName": "nifi_source", | 
					
						
							|  |  |  |         "serviceConnection": { | 
					
						
							|  |  |  |             "config": { | 
					
						
							|  |  |  |                 "type": "Nifi", | 
					
						
							|  |  |  |                 "hostPort": "https://localhost:8443", | 
					
						
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										 |  |  |                 "nifiConfig": { | 
					
						
							|  |  |  |                     "username": "username", | 
					
						
							|  |  |  |                     "password": "password", | 
					
						
							|  |  |  |                     "verifySSL": False, | 
					
						
							|  |  |  |                 }, | 
					
						
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										 |  |  |             } | 
					
						
							|  |  |  |         }, | 
					
						
							|  |  |  |         "sourceConfig": {"config": {"type": "PipelineMetadata"}}, | 
					
						
							|  |  |  |     }, | 
					
						
							|  |  |  |     "sink": {"type": "metadata-rest", "config": {}}, | 
					
						
							|  |  |  |     "workflowConfig": { | 
					
						
							|  |  |  |         "openMetadataServerConfig": { | 
					
						
							|  |  |  |             "hostPort": "http://localhost:8585/api", | 
					
						
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										 |  |  |             "authProvider": "openmetadata", | 
					
						
							|  |  |  |             "securityConfig": { | 
					
						
							|  |  |  |                 "jwtToken": "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg" | 
					
						
							|  |  |  |             }, | 
					
						
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										 |  |  |         } | 
					
						
							|  |  |  |     }, | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | EXPECTED_NIFI_DETAILS = NifiPipelineDetails( | 
					
						
							|  |  |  |     id_="d3d6b945-0182-1000-d7e4-d81b8f79f310", | 
					
						
							|  |  |  |     name="NiFi Flow", | 
					
						
							|  |  |  |     uri="/nifi-api/flow/process-groups/d3d6b945-0182-1000-d7e4-d81b8f79f310", | 
					
						
							|  |  |  |     processors=[ | 
					
						
							|  |  |  |         NifiProcessor( | 
					
						
							|  |  |  |             id_="d3f023ac-0182-1000-8bbe-e2b00347fff8", | 
					
						
							|  |  |  |             name="FetchFile", | 
					
						
							|  |  |  |             type_="org.apache.nifi.processors.standard.FetchFile", | 
					
						
							|  |  |  |             uri="/nifi-api/processors/d3f023ac-0182-1000-8bbe-e2b00347fff8", | 
					
						
							|  |  |  |         ), | 
					
						
							|  |  |  |         NifiProcessor( | 
					
						
							|  |  |  |             id_="d3f1304d-0182-1000-f0f5-9a6927976941", | 
					
						
							|  |  |  |             name="ListFile", | 
					
						
							|  |  |  |             type_="org.apache.nifi.processors.standard.ListFile", | 
					
						
							|  |  |  |             uri="/nifi-api/processors/d3f1304d-0182-1000-f0f5-9a6927976941", | 
					
						
							|  |  |  |         ), | 
					
						
							|  |  |  |     ], | 
					
						
							|  |  |  |     connections=[ | 
					
						
							|  |  |  |         NifiProcessorConnections( | 
					
						
							|  |  |  |             id_="d3f17ef8-0182-1000-61da-c996721cf425", | 
					
						
							|  |  |  |             source_id="d3f1304d-0182-1000-f0f5-9a6927976941", | 
					
						
							|  |  |  |             destination_id="d3f023ac-0182-1000-8bbe-e2b00347fff8", | 
					
						
							|  |  |  |         ) | 
					
						
							|  |  |  |     ], | 
					
						
							|  |  |  | ) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | EXPECTED_CREATED_PIPELINES = CreatePipelineRequest( | 
					
						
							|  |  |  |     name="d3d6b945-0182-1000-d7e4-d81b8f79f310", | 
					
						
							|  |  |  |     displayName="NiFi Flow", | 
					
						
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										 |  |  |     pipelineUrl=( | 
					
						
							|  |  |  |         "https://localhost:8443/nifi-api/flow/" | 
					
						
							|  |  |  |         "process-groups/d3d6b945-0182-1000-d7e4-d81b8f79f310" | 
					
						
							|  |  |  |     ), | 
					
						
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										 |  |  |     tasks=[ | 
					
						
							|  |  |  |         Task( | 
					
						
							|  |  |  |             name="d3f023ac-0182-1000-8bbe-e2b00347fff8", | 
					
						
							|  |  |  |             displayName="FetchFile", | 
					
						
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										 |  |  |             taskUrl=( | 
					
						
							|  |  |  |                 "https://localhost:8443/nifi-api/" | 
					
						
							|  |  |  |                 "processors/d3f023ac-0182-1000-8bbe-e2b00347fff8" | 
					
						
							|  |  |  |             ), | 
					
						
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										 |  |  |             taskType="org.apache.nifi.processors.standard.FetchFile", | 
					
						
							|  |  |  |             downstreamTasks=[], | 
					
						
							|  |  |  |         ), | 
					
						
							|  |  |  |         Task( | 
					
						
							|  |  |  |             name="d3f1304d-0182-1000-f0f5-9a6927976941", | 
					
						
							|  |  |  |             displayName="ListFile", | 
					
						
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										 |  |  |             taskUrl=( | 
					
						
							|  |  |  |                 "https://localhost:8443/nifi-api/" | 
					
						
							|  |  |  |                 "processors/d3f1304d-0182-1000-f0f5-9a6927976941" | 
					
						
							|  |  |  |             ), | 
					
						
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										 |  |  |             taskType="org.apache.nifi.processors.standard.ListFile", | 
					
						
							|  |  |  |             downstreamTasks=["d3f023ac-0182-1000-8bbe-e2b00347fff8"], | 
					
						
							|  |  |  |         ), | 
					
						
							|  |  |  |     ], | 
					
						
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										 |  |  |     service="nifi_source", | 
					
						
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										 |  |  | ) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | MOCK_PIPELINE_SERVICE = PipelineService( | 
					
						
							|  |  |  |     id="85811038-099a-11ed-861d-0242ac120002", | 
					
						
							|  |  |  |     name="nifi_source", | 
					
						
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										 |  |  |     fullyQualifiedName=FullyQualifiedEntityName(__root__="nifi_source"), | 
					
						
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										 |  |  |     connection=PipelineConnection(), | 
					
						
							|  |  |  |     serviceType=PipelineServiceType.Nifi, | 
					
						
							|  |  |  | ) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | MOCK_PIPELINE = Pipeline( | 
					
						
							|  |  |  |     id="2aaa012e-099a-11ed-861d-0242ac120002", | 
					
						
							|  |  |  |     name="d3d6b945-0182-1000-d7e4-d81b8f79f310", | 
					
						
							|  |  |  |     fullyQualifiedName="nifi_source.d3d6b945-0182-1000-d7e4-d81b8f79f310", | 
					
						
							|  |  |  |     displayName="NiFi Flow", | 
					
						
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										 |  |  |     pipelineUrl=( | 
					
						
							|  |  |  |         "https://localhost:8443/nifi-api/flow/" | 
					
						
							|  |  |  |         "process-groups/d3d6b945-0182-1000-d7e4-d81b8f79f310" | 
					
						
							|  |  |  |     ), | 
					
						
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										 |  |  |     tasks=[ | 
					
						
							|  |  |  |         Task( | 
					
						
							|  |  |  |             name="d3f023ac-0182-1000-8bbe-e2b00347fff8", | 
					
						
							|  |  |  |             displayName="FetchFile", | 
					
						
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										 |  |  |             taskUrl=( | 
					
						
							|  |  |  |                 "https://localhost:8443/nifi-api/processors/" | 
					
						
							|  |  |  |                 "d3f023ac-0182-1000-8bbe-e2b00347fff8" | 
					
						
							|  |  |  |             ), | 
					
						
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										 |  |  |             taskType="org.apache.nifi.processors.standard.FetchFile", | 
					
						
							|  |  |  |             downstreamTasks=[], | 
					
						
							|  |  |  |         ), | 
					
						
							|  |  |  |         Task( | 
					
						
							|  |  |  |             name="d3f1304d-0182-1000-f0f5-9a6927976941", | 
					
						
							|  |  |  |             displayName="ListFile", | 
					
						
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										 |  |  |             taskUrl=( | 
					
						
							|  |  |  |                 "https://localhost:8443/nifi-api/processors/" | 
					
						
							|  |  |  |                 "d3f1304d-0182-1000-f0f5-9a6927976941" | 
					
						
							|  |  |  |             ), | 
					
						
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										 |  |  |             taskType="org.apache.nifi.processors.standard.ListFile", | 
					
						
							|  |  |  |             downstreamTasks=["d3f023ac-0182-1000-8bbe-e2b00347fff8"], | 
					
						
							|  |  |  |         ), | 
					
						
							|  |  |  |     ], | 
					
						
							|  |  |  |     service=EntityReference( | 
					
						
							|  |  |  |         id="85811038-099a-11ed-861d-0242ac120002", type="pipelineService" | 
					
						
							|  |  |  |     ), | 
					
						
							|  |  |  | ) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class NifiUnitTest(TestCase): | 
					
						
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										 |  |  |     """
 | 
					
						
							|  |  |  |     Nifi unit tests | 
					
						
							|  |  |  |     """
 | 
					
						
							|  |  |  | 
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										 |  |  |     @patch( | 
					
						
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										 |  |  |         "metadata.ingestion.source.pipeline.pipeline_service.PipelineServiceSource.test_connection" | 
					
						
							|  |  |  |     ) | 
					
						
							|  |  |  |     @patch( | 
					
						
							|  |  |  |         "metadata.ingestion.source.pipeline.nifi.client.NifiClient.token", | 
					
						
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										 |  |  |         new_callable=PropertyMock, | 
					
						
							|  |  |  |     ) | 
					
						
							|  |  |  |     def __init__(self, methodName, nifi_token_prop, test_connection) -> None: | 
					
						
							|  |  |  |         super().__init__(methodName) | 
					
						
							|  |  |  |         test_connection.return_value = False | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         nifi_token_prop.return_value.token.return_value = "token" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         config = OpenMetadataWorkflowConfig.parse_obj(mock_nifi_config) | 
					
						
							|  |  |  |         self.nifi = NifiSource.create( | 
					
						
							|  |  |  |             mock_nifi_config["source"], | 
					
						
							|  |  |  |             config.workflowConfig.openMetadataServerConfig, | 
					
						
							|  |  |  |         ) | 
					
						
							|  |  |  |         self.nifi.context.__dict__["pipeline"] = MOCK_PIPELINE | 
					
						
							|  |  |  |         self.nifi.context.__dict__["pipeline_service"] = MOCK_PIPELINE_SERVICE | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def test_pipeline_name(self): | 
					
						
							|  |  |  |         assert ( | 
					
						
							|  |  |  |             self.nifi.get_pipeline_name(EXPECTED_NIFI_DETAILS) | 
					
						
							|  |  |  |             == mock_data["processGroupFlow"]["breadcrumb"]["breadcrumb"]["name"] | 
					
						
							|  |  |  |         ) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def test_pipelines(self): | 
					
						
							|  |  |  |         pipline = list(self.nifi.yield_pipeline(EXPECTED_NIFI_DETAILS))[0] | 
					
						
							|  |  |  |         assert pipline == EXPECTED_CREATED_PIPELINES |