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	 83b048c07c
			
		
	
	
		83b048c07c
		
			
		
	
	
	
	
		
			
			* added data insight module to refine and ingest data * Added json schema for data insight workflow * Added mixin for data insight * Added tests for data insight workflow and methods * Fixed python style * Fixed python linting * Fixed unit test * Added data insight worflow + workflow logging * Fix python style * Renamed analytic -> data_insight + added test to make + fixed style * Fixed java style * Fixed code smells + python style * Ignore ES linting for now * Fixed comments from review * fix python formatting * Fixe PipelineType attribute for data insight
		
			
				
	
	
		
			88 lines
		
	
	
		
			2.8 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			88 lines
		
	
	
		
			2.8 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 helpers module
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| """
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| import uuid
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| from unittest import TestCase
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| 
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| from metadata.generated.schema.entity.data.table import Column, DataType, Table
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| from metadata.generated.schema.type.tagLabel import (
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|     LabelType,
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|     State,
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|     TagLabel,
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|     TagSource,
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| )
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| from metadata.utils.helpers import (
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|     clean_up_starting_ending_double_quotes_in_string,
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|     get_entity_tier_from_tags,
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|     list_to_dict,
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| )
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| 
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| 
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| class TestHelpers(TestCase):
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|     """
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|     Test helpers module
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|     """
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| 
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|     def test_list_to_dict(self):
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|         original = ["key=value", "a=b"]
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| 
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|         self.assertEqual(list_to_dict(original=original), {"key": "value", "a": "b"})
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|         self.assertEqual(list_to_dict([]), {})
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|         self.assertEqual(list_to_dict(None), {})
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| 
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|     def test_clean_up_starting_ending_double_quotes_in_string(self):
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|         input_ = '"password"'
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|         output_ = "password"
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| 
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|         assert clean_up_starting_ending_double_quotes_in_string(input_) == output_
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| 
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|     def test_get_entity_tier_from_tags(self):
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|         """test correct entity tier are returned"""
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|         table_entity_w_tier = Table(
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|             id=uuid.uuid4(),
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|             name="table_entity_test",
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|             columns=[Column(name="col1", dataType=DataType.STRING)],
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|             tags=[
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|                 TagLabel(
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|                     tagFQN="Tier.Tier1",
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|                     source=TagSource.Tag,
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|                     labelType=LabelType.Automated,
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|                     state=State.Confirmed,
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|                 ),
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|                 TagLabel(
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|                     tagFQN="Foo.Bar",
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|                     source=TagSource.Tag,
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|                     labelType=LabelType.Automated,
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|                     state=State.Confirmed,
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|                 ),
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|             ],
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|         )
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| 
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|         assert get_entity_tier_from_tags(table_entity_w_tier.tags) == "Tier.Tier1"
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| 
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|         table_entity_wo_tier = Table(
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|             id=uuid.uuid4(),
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|             name="table_entity_test",
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|             columns=[Column(name="col1", dataType=DataType.STRING)],
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|             tags=[
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|                 TagLabel(
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|                     tagFQN="Foo.Bar",
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|                     source=TagSource.Tag,
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|                     labelType=LabelType.Automated,
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|                     state=State.Confirmed,
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|                 )
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|             ],
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|         )
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| 
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|         assert get_entity_tier_from_tags(table_entity_wo_tier.tags) is None
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