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| 1 | +# Copyright 2025 Collate |
| 2 | +# Licensed under the Collate Community License, Version 1.0 (the "License"); |
| 3 | +# you may not use this file except in compliance with the License. |
| 4 | +# You may obtain a copy of the License at |
| 5 | +# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE |
| 6 | +# Unless required by applicable law or agreed to in writing, software |
| 7 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 8 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 9 | +# See the License for the specific language governing permissions and |
| 10 | +# limitations under the License. |
| 11 | +""" |
| 12 | +Unit tests for MetadataUsageBulkSink error handling |
| 13 | +""" |
| 14 | +from unittest import TestCase |
| 15 | +from unittest.mock import MagicMock |
| 16 | +from uuid import uuid4 |
| 17 | + |
| 18 | +from metadata.generated.schema.api.data.createQuery import CreateQueryRequest |
| 19 | +from metadata.generated.schema.type.basic import ( |
| 20 | + FullyQualifiedEntityName, |
| 21 | + SqlQuery, |
| 22 | + Timestamp, |
| 23 | +) |
| 24 | +from metadata.generated.schema.type.tableUsageCount import TableUsageCount |
| 25 | +from metadata.ingestion.bulksink.metadata_usage import ( |
| 26 | + MetadataUsageBulkSink, |
| 27 | + MetadataUsageSinkConfig, |
| 28 | +) |
| 29 | +from metadata.ingestion.ometa.client import APIError |
| 30 | + |
| 31 | + |
| 32 | +def create_api_error(status_code: int, message: str) -> APIError: |
| 33 | + """Helper to create APIError with specific status code""" |
| 34 | + http_error = MagicMock() |
| 35 | + http_error.response.status_code = status_code |
| 36 | + return APIError({"code": status_code, "message": message}, http_error=http_error) |
| 37 | + |
| 38 | + |
| 39 | +def create_mock_table(name: str = "test_table") -> MagicMock: |
| 40 | + """Create a minimal mock Table entity""" |
| 41 | + table = MagicMock() |
| 42 | + table.id.root = uuid4() |
| 43 | + table.name.root = name |
| 44 | + table.fullyQualifiedName.root = f"service.db.schema.{name}" |
| 45 | + return table |
| 46 | + |
| 47 | + |
| 48 | +def create_table_usage_with_queries() -> TableUsageCount: |
| 49 | + """Create a TableUsageCount with SQL queries for testing""" |
| 50 | + return TableUsageCount( |
| 51 | + table="test_table", |
| 52 | + date="1702000000000", |
| 53 | + databaseName="test_db", |
| 54 | + databaseSchema="test_schema", |
| 55 | + count=1, |
| 56 | + sqlQueries=[ |
| 57 | + CreateQueryRequest( |
| 58 | + query=SqlQuery("SELECT * FROM test_table"), |
| 59 | + queryDate=Timestamp(1702000000000), |
| 60 | + service=FullyQualifiedEntityName("test_service"), |
| 61 | + ) |
| 62 | + ], |
| 63 | + joins=[], |
| 64 | + serviceName="test_service", |
| 65 | + ) |
| 66 | + |
| 67 | + |
| 68 | +def create_table_usage() -> TableUsageCount: |
| 69 | + """Create a minimal TableUsageCount for testing (no queries)""" |
| 70 | + return TableUsageCount( |
| 71 | + table="test_table", |
| 72 | + date="1702000000000", |
| 73 | + databaseName="test_db", |
| 74 | + databaseSchema="test_schema", |
| 75 | + count=1, |
| 76 | + sqlQueries=None, |
| 77 | + joins=[], |
| 78 | + serviceName="test_service", |
| 79 | + ) |
| 80 | + |
| 81 | + |
| 82 | +class TestMetadataUsageBulkSinkErrorHandling(TestCase): |
| 83 | + """Test APIError handling in MetadataUsageBulkSink""" |
| 84 | + |
| 85 | + def setUp(self): |
| 86 | + """Set up test fixtures""" |
| 87 | + self.mock_metadata = MagicMock() |
| 88 | + self.config = MetadataUsageSinkConfig(filename="/tmp/test_usage") |
| 89 | + self.sink = MetadataUsageBulkSink( |
| 90 | + config=self.config, metadata=self.mock_metadata |
| 91 | + ) |
| 92 | + self.sink.service_name = "test_service" |
| 93 | + |
| 94 | + def test_api_error_409_logs_warning_and_continues(self): |
| 95 | + """Test that 409 (entity conflict) errors are logged as warnings and don't mark as failed""" |
| 96 | + mock_table = create_mock_table() |
| 97 | + table_usage = create_table_usage_with_queries() |
| 98 | + |
| 99 | + self.mock_metadata.ingest_entity_queries_data.side_effect = create_api_error( |
| 100 | + 409, "Entity already exists" |
| 101 | + ) |
| 102 | + |
| 103 | + initial_failures = len(self.sink.status.failures) |
| 104 | + self.sink.get_table_usage_and_joins([mock_table], table_usage) |
| 105 | + |
| 106 | + self.assertEqual( |
| 107 | + len(self.sink.status.failures), |
| 108 | + initial_failures, |
| 109 | + "409 error should not add to failures list", |
| 110 | + ) |
| 111 | + |
| 112 | + def test_api_error_400_marks_as_failed(self): |
| 113 | + """Test that 400 (bad request) errors mark the ingestion as failed""" |
| 114 | + mock_table = create_mock_table() |
| 115 | + table_usage = create_table_usage_with_queries() |
| 116 | + |
| 117 | + self.mock_metadata.ingest_entity_queries_data.side_effect = create_api_error( |
| 118 | + 400, "Date range can only include past 30 days starting today" |
| 119 | + ) |
| 120 | + |
| 121 | + initial_failures = len(self.sink.status.failures) |
| 122 | + self.sink.get_table_usage_and_joins([mock_table], table_usage) |
| 123 | + |
| 124 | + self.assertEqual( |
| 125 | + len(self.sink.status.failures), |
| 126 | + initial_failures + 1, |
| 127 | + "400 error should add to failures list", |
| 128 | + ) |
| 129 | + |
| 130 | + def test_api_error_500_marks_as_failed(self): |
| 131 | + """Test that 500 (server error) errors mark the ingestion as failed""" |
| 132 | + mock_table = create_mock_table() |
| 133 | + table_usage = create_table_usage_with_queries() |
| 134 | + |
| 135 | + self.mock_metadata.ingest_entity_queries_data.side_effect = create_api_error( |
| 136 | + 500, "Internal server error" |
| 137 | + ) |
| 138 | + |
| 139 | + initial_failures = len(self.sink.status.failures) |
| 140 | + self.sink.get_table_usage_and_joins([mock_table], table_usage) |
| 141 | + |
| 142 | + self.assertEqual( |
| 143 | + len(self.sink.status.failures), |
| 144 | + initial_failures + 1, |
| 145 | + "500 error should add to failures list", |
| 146 | + ) |
| 147 | + |
| 148 | + def test_api_error_409_allows_processing_to_continue(self): |
| 149 | + """Test that after a 409 error, the sink can continue processing other tables""" |
| 150 | + mock_table1 = create_mock_table("table1") |
| 151 | + mock_table2 = create_mock_table("table2") |
| 152 | + table_usage = create_table_usage_with_queries() |
| 153 | + |
| 154 | + call_count = [0] |
| 155 | + |
| 156 | + def side_effect_fn(*args, **kwargs): |
| 157 | + call_count[0] += 1 |
| 158 | + if call_count[0] == 1: |
| 159 | + raise create_api_error(409, "Entity already exists") |
| 160 | + return None |
| 161 | + |
| 162 | + self.mock_metadata.ingest_entity_queries_data.side_effect = side_effect_fn |
| 163 | + |
| 164 | + initial_failures = len(self.sink.status.failures) |
| 165 | + self.sink.get_table_usage_and_joins([mock_table1, mock_table2], table_usage) |
| 166 | + |
| 167 | + self.assertEqual( |
| 168 | + len(self.sink.status.failures), |
| 169 | + initial_failures, |
| 170 | + "409 errors should not add to failures list", |
| 171 | + ) |
| 172 | + self.assertEqual( |
| 173 | + self.mock_metadata.ingest_entity_queries_data.call_count, |
| 174 | + 2, |
| 175 | + "Both tables should be processed", |
| 176 | + ) |
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