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How to use get_raw_metrics method in localstack
Best Python code snippet using localstack_python
test_db_accessor.py
Source:test_db_accessor.py 
...60 session.commit()61@pytest.mark.usefixtures("_cleanup")62def test_add_query_metrics(session: Session):63 # Given64 (_query_id, _raw_metrics) = get_raw_metrics()65 # When66 _add_query_metrics(_raw_metrics)67 # Then68 result = session.query(QueryMetrics).filter_by(queryId=_query_id).first()69 assert result is not None70 assert result.queryId == _query_id71 assert result.transactionId == "3e7820f0-4a9e-498f-88d8-c206ac85bd3e"72 assert result.query == "SELECT * FROM table;"73 assert result.uri == "http://localhost:8080/v1/query/20210720_093342_00012_pzafy"74 assert "Fragment 0" in result.plan75 assert "ââ" in result.plan # Ensure unicode characters are persisted correctly76 assert result.payload["stageId"] == "20220505_100804_00003_7dpwd.0"77 assert result.queryType == "SELECT"78 assert result.remoteClientAddress == "127.0.0.1"79 assert result.user == "test-user"80 assert result.userAgent == "StatementClientV1/8012395-dirty"81 assert result.source == "datalake-cli"82 assert result.serverAddress == "localhost"83 assert result.serverVersion == "379"84 assert result.environment == "test"85 assert result.sessionProperties == {"catalog": "postgresql"}86 assert result.cpuTime == 25.97587 assert result.failedCpuTime == 088 assert result.wallTime == 112.44489 assert result.queuedTime == 0.00190 assert result.scheduledTime == 156.69691 assert result.failedScheduledTime == 192 assert result.analysisTime == 12.17893 assert result.planningTime == 1.73394 assert result.executionTime == 100.26695 assert result.inputBlockedTime == 7.7296 assert result.failedInputBlockedTime == 0.197 assert result.outputBlockedTime == 0.298 assert result.failedOutputBlockedTime == 0.399 assert result.peakUserMemoryBytes == 24610191100 assert result.peakTaskUserMemory == 19472880101 assert result.peakTaskTotalMemory == 43828971102 assert result.physicalInputBytes == 0103 assert result.physicalInputRows == 1293616104 assert result.internalNetworkBytes == 49808906105 assert result.internalNetworkRows == 1123864106 assert result.totalBytes == 0107 assert result.totalRows == 1293616108 assert result.outputBytes == 9019074109 assert result.outputRows == 160908110 assert result.writtenBytes == 0111 assert result.writtenRows == 0112 assert result.processedInputRows == 1113 assert result.processedInputBytes == 571114 assert result.cumulativeMemory == 2143774060571.0115 assert result.completedSplits == 507116 assert result.resourceWaitingTime == 12.178117 assert result.planNodeStatsAndCosts == {"stats": {}, "costs": {}}118 assert result.createTime == datetime.fromtimestamp(1626773622)119 assert result.executionStartTime == datetime.fromtimestamp(1626773634)120 assert result.endTime == datetime.fromtimestamp(1626773734)121@pytest.mark.usefixtures("_cleanup")122def test_add_older_version_query_metrics(session: Session):123 # Given124 (_query_id, _raw_metrics) = get_raw_metrics()125 del _raw_metrics["statistics"]["processedInputBytes"]126 del _raw_metrics["statistics"]["processedInputRows"]127 _raw_metrics["statistics"]["someOldNotUsedValue"] = 1337128 # When129 _add_query_metrics(_raw_metrics)130 # Then131 result = session.query(QueryMetrics).filter_by(queryId=_query_id).first()132 assert result is not None133 assert result.queryId == _query_id134@pytest.mark.usefixtures("_cleanup")135def test_add_query_metrics_missing_json_stringify_fields(session: Session):136 # Given137 (_query_id, _raw_metrics) = get_raw_metrics()138 del _raw_metrics["metadata"]["payload"]139 del _raw_metrics["statistics"]["planNodeStatsAndCosts"]140 # When141 _add_query_metrics(_raw_metrics)142 # Then143 result = session.query(QueryMetrics).filter_by(queryId=_query_id).first()144 assert result is not None145 assert result.queryId == _query_id146@pytest.mark.usefixtures("_cleanup")147def test_add_column_metrics(session: Session):148 # Given149 (_query_id, _raw_metrics) = get_raw_metrics()150 # When151 _add_query_metrics(_raw_metrics) # Needed for FK152 _add_column_metrics(_raw_metrics)153 # Then154 result = (155 session.query(ColumnMetrics)156 .order_by(ColumnMetrics.catalogName.asc())157 .order_by(ColumnMetrics.schemaName.asc())158 .order_by(ColumnMetrics.tableName.asc())159 .order_by(ColumnMetrics.columnName.asc())160 .filter_by(queryId=_query_id)161 .all()162 )163 assert len(result) == 3164 assert result[0].queryId == _query_id165 assert result[0].catalogName == "postgresql"166 assert result[0].schemaName == "test-schema"167 assert result[0].tableName == "test-table-1"168 assert result[0].columnName == "test-column-1_1"169 assert result[0].physicalInputBytes == 0170 assert result[0].physicalInputRows == 1135200171 assert result[1].queryId == _query_id172 assert result[1].catalogName == "postgresql"173 assert result[1].schemaName == "test-schema"174 assert result[1].tableName == "test-table-1"175 assert result[1].columnName == "test-column-1_2"176 assert result[1].physicalInputBytes == 0177 assert result[1].physicalInputRows == 1135200178 assert result[2].queryId == _query_id179 assert result[2].catalogName == "postgresql"180 assert result[2].schemaName == "test-schema"181 assert result[2].tableName == "test-table-2"182 assert result[2].columnName == "test-column-2_1"183 assert result[2].physicalInputBytes == 0184 assert result[2].physicalInputRows == 2185@pytest.mark.usefixtures("_cleanup")186def test_str_or_float_timestamps(session: Session):187 # Given188 (_query_id, _raw_metrics) = get_raw_metrics()189 _raw_metrics["createTime"] = "2021-07-20T9:33:42.000Z"190 _raw_metrics["endTime"] = 1626773734.0191 # When192 _add_query_metrics(_raw_metrics)193 # Then194 result = session.query(QueryMetrics).filter_by(queryId=_query_id).first()195 assert result is not None196 assert result.queryId == _query_id197 assert result.transactionId == "3e7820f0-4a9e-498f-88d8-c206ac85bd3e"198 assert result.query == "SELECT * FROM table;"199 assert result.queryType == "SELECT"200 assert result.remoteClientAddress == "127.0.0.1"201 assert result.user == "test-user"202 assert result.userAgent == "StatementClientV1/8012395-dirty"203 assert result.source == "datalake-cli"204 assert result.serverAddress == "localhost"205 assert result.serverVersion == "379"206 assert result.environment == "test"207 assert result.cpuTime == 25.975208 assert result.wallTime == 112.444209 assert result.queuedTime == 0.001210 assert result.scheduledTime == 156.696211 assert result.analysisTime == 12.178212 assert result.planningTime == 1.733213 assert result.executionTime == 100.266214 assert result.peakUserMemoryBytes == 24610191215 assert result.peakTaskUserMemory == 19472880216 assert result.peakTaskTotalMemory == 43828971217 assert result.physicalInputBytes == 0218 assert result.physicalInputRows == 1293616219 assert result.internalNetworkBytes == 49808906220 assert result.internalNetworkRows == 1123864221 assert result.totalBytes == 0222 assert result.totalRows == 1293616223 assert result.outputBytes == 9019074224 assert result.outputRows == 160908225 assert result.writtenBytes == 0226 assert result.writtenRows == 0227 assert result.cumulativeMemory == 2143774060571.0228 assert result.completedSplits == 507229 assert result.resourceWaitingTime == 12.178230 assert result.createTime == datetime.fromtimestamp(1626773622)231 assert result.executionStartTime == datetime.fromtimestamp(1626773634)232 assert result.endTime == datetime.fromtimestamp(1626773734)233@pytest.mark.usefixtures("_cleanup")234def test_duplicate_columns(session: Session):235 # Given236 (_query_id, _raw_metrics) = get_raw_metrics()237 # Duplicate first input table238 _raw_metrics["ioMetadata"]["inputs"].append(_raw_metrics["ioMetadata"]["inputs"][0])239 # When240 _add_query_metrics(_raw_metrics)241 _add_column_metrics(_raw_metrics)242 # Then243 result = (244 session.query(ColumnMetrics)245 .order_by(ColumnMetrics.catalogName.asc())246 .order_by(ColumnMetrics.schemaName.asc())247 .order_by(ColumnMetrics.tableName.asc())248 .order_by(ColumnMetrics.columnName.asc())249 .filter_by(queryId=_query_id)250 .all()251 )252 assert len(result) == 3253 assert result[0].queryId == _query_id254 assert result[0].catalogName == "postgresql"255 assert result[0].schemaName == "test-schema"256 assert result[0].tableName == "test-table-1"257 assert result[0].columnName == "test-column-1_1"258 assert result[0].physicalInputBytes == 0259 assert result[0].physicalInputRows == 1135200260 assert result[1].queryId == _query_id261 assert result[1].catalogName == "postgresql"262 assert result[1].schemaName == "test-schema"263 assert result[1].tableName == "test-table-1"264 assert result[1].columnName == "test-column-1_2"265 assert result[1].physicalInputBytes == 0266 assert result[1].physicalInputRows == 1135200267 assert result[2].queryId == _query_id268 assert result[2].catalogName == "postgresql"269 assert result[2].schemaName == "test-schema"270 assert result[2].tableName == "test-table-2"271 assert result[2].columnName == "test-column-2_1"272 assert result[2].physicalInputBytes == 0273 assert result[2].physicalInputRows == 2274@pytest.mark.usefixtures("_cleanup")275def test_add_client_tags(session: Session):276 # Given277 (_query_id, _raw_metrics) = get_raw_metrics()278 # When279 _add_query_metrics(_raw_metrics) # Needed for FK280 _add_client_tags(_raw_metrics)281 # Then282 result = session.query(ClientTags).order_by(ClientTags.clientTag.asc()).filter_by(queryId=_query_id).all()283 assert len(result) == 2284 client_tag_1, client_tag_2 = result285 assert client_tag_1.queryId == _query_id286 assert client_tag_1.clientTag == "load_balancer"287 assert client_tag_2.queryId == _query_id288 assert client_tag_2.clientTag == "superset"289@pytest.mark.usefixtures("_cleanup")290def test_add_resource_groups(session: Session):291 # Given292 (_query_id, _raw_metrics) = get_raw_metrics()293 # When294 _add_query_metrics(_raw_metrics) # Needed for FK295 _add_resource_groups(_raw_metrics)296 # Then297 result = (298 session.query(ResourceGroups).order_by(ResourceGroups.resourceGroup.asc()).filter_by(queryId=_query_id).all()299 )300 assert len(result) == 2301 resource_group_1, resource_group_2 = result302 assert resource_group_1.queryId == _query_id303 assert resource_group_1.resourceGroup == "admin"304 assert resource_group_2.queryId == _query_id305 assert resource_group_2.resourceGroup == "global"306@pytest.mark.usefixtures("_cleanup")307def test_add_operator_summaries(session: Session):308 # Given309 (_query_id, _raw_metrics) = get_raw_metrics()310 # When311 _add_query_metrics(_raw_metrics) # Needed for FK312 _add_operator_summaries(_raw_metrics)313 # Then314 result = (315 session.query(OperatorSummaries)316 .order_by(OperatorSummaries.operatorSummary["stageId"].as_integer().asc())317 .order_by(OperatorSummaries.operatorSummary["pipelineId"].as_integer().asc())318 .order_by(OperatorSummaries.operatorSummary["operatorId"].as_integer().asc())319 .order_by(OperatorSummaries.operatorSummary["planNodeId"].as_integer().asc())320 .filter_by(queryId=_query_id)321 .all()322 )323 assert len(result) == 4...
info_handler.py
Source:info_handler.py
...110 """ Return a list of metrics objects """111 metrics = metrics_calculator.MetricsCalculator(self.processor)112 metric_list = []113 # Populate the list114 for key in metrics.get_raw_metrics().keys():115 name = metrics.get_raw_metrics()[key]["NAME"]116 formula = metrics.get_raw_metrics()[key]["FORMULA"]117 description = metrics.get_raw_metrics()[key]["DESCRIPTION"]118 metric = Metric(name, formula, description)119 metric_list.append(metric)120 return metric_list121 def __get_object_from_metric_list(self, occurrence_metric):122 """ Load the metric object variable values in obj """123 obj = [x for x in self.metrics_list if x.name == occurrence_metric]124 return obj125 def get_metric_name(self, occurrence_metric):126 """Return metric name"""127 try:128 metric = self.__get_object_from_metric_list(occurrence_metric)[0]129 return metric.get_name()130 except IndexError:131 return None...
test.py
Source:test.py
...49 assert re.search('Cannot connect to host', results[2]['error_message'])50def test_process_metrics():51 """Test for process_metrics function"""52 websites_list = get_websites_list(os.getenv('WEBSITES_LIST_FILE'))53 raw_results = get_raw_metrics(websites_list)54 results = process_metrics(raw_results, websites_list)55 assert isinstance(results, list)56 assert isinstance(results[0], dict)57 for index in [0, 1]:58 assert 'pattern_match' in results[index]['metrics']59 assert results[index]['metrics']['pattern_match'] == (index == 0)...
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