mirror of
https://github.com/open-metadata/OpenMetadata.git
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342 lines
12 KiB
Python
342 lines
12 KiB
Python
# Copyright 2021 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Test dbt cloud using the topology
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"""
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import json
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from unittest import TestCase
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from unittest.mock import patch
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from metadata.generated.schema.api.data.createPipeline import CreatePipelineRequest
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from metadata.generated.schema.entity.data.pipeline import Pipeline, Task
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from metadata.generated.schema.entity.services.pipelineService import (
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PipelineConnection,
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PipelineService,
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PipelineServiceType,
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)
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from metadata.generated.schema.metadataIngestion.workflow import (
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OpenMetadataWorkflowConfig,
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)
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from metadata.generated.schema.type.basic import (
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EntityName,
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FullyQualifiedEntityName,
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Markdown,
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SourceUrl,
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)
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from metadata.generated.schema.type.entityReference import EntityReference
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from metadata.ingestion.source.pipeline.gluepipeline.metadata import GluepipelineSource
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mock_glue_config = {
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"source": {
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"type": "gluepipeline",
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"serviceName": "local_gluepipeline",
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"serviceConnection": {
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"config": {
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"type": "GluePipeline",
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"awsConfig": {
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"awsAccessKeyId": "aws_access_key_id",
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"awsSecretAccessKey": "aws_secret_access_key",
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"awsRegion": "us-east-2",
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"endPointURL": "https://endpoint.com/",
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},
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},
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},
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"sourceConfig": {"config": {"type": "PipelineMetadata"}},
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},
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"sink": {"type": "metadata-rest", "config": {}},
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"workflowConfig": {
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"openMetadataServerConfig": {
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"hostPort": "http://localhost:8585/api",
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"authProvider": "openmetadata",
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"securityConfig": {
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"jwtToken": "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
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},
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}
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},
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}
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EXPECTED_JOB_DETAILS = json.loads(
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"""
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{
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"Name": "redshift workflow",
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"Description": "redshift workflow description",
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"DefaultRunProperties": {},
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"CreatedOn": "2024-09-20 15:46:36.668000",
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"LastModifiedOn": "2024-09-20 15:46:36.668000",
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"LastRun": {
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"Name": "redshift workflow",
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"WorkflowRunId": "wr_6db99d3ea932db0739f03ba5ae56e4b635b7878261f75af062e1223a7272c50e",
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"WorkflowRunProperties": {},
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"StartedOn": "2024-09-30 17:07:24.032000",
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"CompletedOn": "2024-09-30 17:08:24.032000",
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"Status": "COMPLETED",
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"Statistics": {
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"TotalActions": 1,
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"TimeoutActions": 0,
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"FailedActions": 1,
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"StoppedActions": 0,
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"SucceededActions": 0,
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"RunningActions": 0,
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"ErroredActions": 0,
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"WaitingActions": 0
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},
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"Graph": {
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"Nodes": [
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{
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"Type": "TRIGGER",
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"Name": "redshift_event",
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"UniqueId": "wnode_98c85bc1e19d969e35e0687b2ec586822271463c72dd556f90cfe6421a2517ee",
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"TriggerDetails": {
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"Trigger": {
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"Name": "redshift_event",
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"WorkflowName": "redshift workflow",
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"Type": "ON_DEMAND",
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"State": "CREATED",
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"Actions": [
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{
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"JobName": "Redshift DBT Job"
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}
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]
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}
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}
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},
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{
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"Type": "JOB",
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"Name": "Redshift DBT Job",
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"UniqueId": "wnode_0cbf9f52c41002015ebc46fe70a9b0ea64ff7dba891cf141d6dcbf5580fe7123",
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"JobDetails": {
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"JobRuns": [
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{
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"Id": "jr_108804857dd29cb1857c92d3e8bf0b48f7685c246e56125b713eb6ea7ebfe4e2",
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"Attempt": 0,
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"TriggerName": "redshift_event",
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"JobName": "Redshift DBT Job",
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"JobMode": "VISUAL",
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"JobRunQueuingEnabled": false,
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"StartedOn": "2024-09-30 17:07:59.185000",
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"LastModifiedOn": "2024-09-30 17:08:03.003000",
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"CompletedOn": "2024-09-30 17:08:03.003000",
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"JobRunState": "FAILED",
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"ErrorMessage": "Error Message",
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"PredecessorRuns": [],
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"AllocatedCapacity": 10,
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"ExecutionTime": 0,
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"Timeout": 2880,
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"MaxCapacity": 10.0,
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"WorkerType": "G.1X",
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"NumberOfWorkers": 10,
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"LogGroupName": "/aws-glue/jobs",
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"GlueVersion": "4.0",
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"ExecutionClass": "STANDARD"
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}
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]
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}
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}
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],
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"Edges": [
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{
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"SourceId": "wnode_98c85bc1e19d969e35e0687b2ec586822271463c72dd556f90cfe6421a2517ee",
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"DestinationId": "wnode_0cbf9f52c41002015ebc46fe70a9b0ea64ff7dba891cf141d6dcbf5580fe7123"
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}
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]
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}
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},
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"Graph": {
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"Nodes": [
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{
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"Type": "TRIGGER",
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"Name": "redshift_event",
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"UniqueId": "wnode_98c85bc1e19d969e35e0687b2ec586822271463c72dd556f90cfe6421a2517ee",
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"TriggerDetails": {
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"Trigger": {
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"Name": "redshift_event",
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"WorkflowName": "redshift workflow",
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"Type": "ON_DEMAND",
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"State": "CREATED",
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"Actions": [
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{
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"JobName": "Redshift DBT Job"
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}
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]
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}
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}
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},
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{
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"Type": "JOB",
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"Name": "Redshift DBT Job",
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"UniqueId": "wnode_0cbf9f52c41002015ebc46fe70a9b0ea64ff7dba891cf141d6dcbf5580fe7123",
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"JobDetails": {}
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}
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],
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"Edges": [
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{
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"SourceId": "wnode_98c85bc1e19d969e35e0687b2ec586822271463c72dd556f90cfe6421a2517ee",
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"DestinationId": "wnode_0cbf9f52c41002015ebc46fe70a9b0ea64ff7dba891cf141d6dcbf5580fe7123"
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}
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]
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}
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}
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"""
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)
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EXPECTED_CREATED_PIPELINES = CreatePipelineRequest(
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name=EntityName(root="redshift workflow"),
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displayName="redshift workflow",
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description=None,
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dataProducts=None,
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sourceUrl=SourceUrl(
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root="https://us-east-2.console.aws.amazon.com/glue/home?region=us-east-2#/v2/etl-configuration/workflows/view/redshift workflow"
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),
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concurrency=None,
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pipelineLocation=None,
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startDate=None,
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tasks=[
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Task(
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name="redshift_event",
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displayName="redshift_event",
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fullyQualifiedName=None,
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description=None,
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sourceUrl=None,
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downstreamTasks=["Redshift DBT Job"],
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taskType="TRIGGER",
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taskSQL=None,
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startDate=None,
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endDate=None,
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tags=None,
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owners=None,
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),
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Task(
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name="Redshift DBT Job",
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displayName="Redshift DBT Job",
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fullyQualifiedName=None,
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description=None,
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sourceUrl=None,
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downstreamTasks=[],
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taskType="JOB",
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taskSQL=None,
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startDate=None,
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endDate=None,
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tags=None,
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owners=None,
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),
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],
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tags=None,
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owners=None,
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service=FullyQualifiedEntityName(root="gluepipeline_test"),
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extension=None,
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scheduleInterval=None,
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domain=None,
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lifeCycle=None,
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sourceHash=None,
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)
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MOCK_PIPELINE_SERVICE = PipelineService(
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id="85811038-099a-11ed-861d-0242ac120002",
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name="gluepipeline_test",
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fullyQualifiedName=FullyQualifiedEntityName("gluepipeline_test"),
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connection=PipelineConnection(),
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serviceType=PipelineServiceType.DBTCloud,
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)
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MOCK_PIPELINE = Pipeline(
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id="2aaa012e-099a-11ed-861d-0242ac120002",
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name=EntityName(root="redshift workflow"),
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fullyQualifiedName="gluepipeline_test.redshift workflow",
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displayName="OpenMetadata DBTCloud Workflow",
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description=Markdown(root="Example Job Description"),
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dataProducts=None,
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sourceUrl=SourceUrl(
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root="https://abc12.us1.dbt.com/deploy/70403103922125/projects/70403103926818/jobs/70403103936332"
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),
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concurrency=None,
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pipelineLocation=None,
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startDate=None,
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tasks=[
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Task(
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name="70403110257794",
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displayName=None,
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fullyQualifiedName=None,
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description=None,
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sourceUrl=SourceUrl(
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root="https://abc12.us1.dbt.com/deploy/70403103922125/projects/70403103926818/runs/70403110257794/"
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),
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downstreamTasks=None,
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taskType=None,
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taskSQL=None,
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startDate="2024-05-27 10:42:20.621788+00:00",
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endDate="2024-05-28 10:42:52.622408+00:00",
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tags=None,
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owners=None,
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),
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Task(
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name="70403111615088",
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displayName=None,
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fullyQualifiedName=None,
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description=None,
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sourceUrl=SourceUrl(
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root="https://abc12.us1.dbt.com/deploy/70403103922125/projects/70403103926818/runs/70403111615088/"
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),
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downstreamTasks=None,
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taskType=None,
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taskSQL=None,
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startDate="None",
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endDate="None",
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tags=None,
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owners=None,
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),
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],
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tags=None,
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owners=None,
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service=EntityReference(
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id="85811038-099a-11ed-861d-0242ac120002", type="pipelineService"
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),
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extension=None,
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scheduleInterval="6 */12 * * 0,1,2,3,4,5,6",
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domain=None,
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lifeCycle=None,
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sourceHash=None,
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)
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EXPECTED_PIPELINE_NAME = "redshift workflow"
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class GluePipelineUnitTest(TestCase):
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"""
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DBTCloud unit tests
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"""
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@patch(
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"metadata.ingestion.source.pipeline.pipeline_service.PipelineServiceSource.test_connection"
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)
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def __init__(self, methodName, test_connection) -> None:
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super().__init__(methodName)
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test_connection.return_value = False
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config = OpenMetadataWorkflowConfig.model_validate(mock_glue_config)
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self.gluepipeline = GluepipelineSource.create(
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mock_glue_config["source"],
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config.workflowConfig.openMetadataServerConfig,
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)
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self.gluepipeline.context.get().__dict__["pipeline"] = MOCK_PIPELINE.name.root
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self.gluepipeline.context.get().__dict__[
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"pipeline_service"
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] = MOCK_PIPELINE_SERVICE.name.root
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def test_pipeline_name(self):
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assert (
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self.gluepipeline.get_pipeline_name(EXPECTED_JOB_DETAILS)
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== EXPECTED_PIPELINE_NAME
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)
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def test_pipelines(self):
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pipeline = list(self.gluepipeline.yield_pipeline(EXPECTED_JOB_DETAILS))[0].right
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assert pipeline == EXPECTED_CREATED_PIPELINES
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