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.../java/org/apache/streampipes/processors/enricher/jvm/processor/math/SigmaOpProcessor.java
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/* | ||
* Licensed to the Apache Software Foundation (ASF) under one or more | ||
* contributor license agreements. See the NOTICE file distributed with | ||
* this work for additional information regarding copyright ownership. | ||
* The ASF licenses this file to You 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. | ||
* | ||
*/ | ||
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package org.apache.streampipes.processors.enricher.jvm.processor.math; | ||
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import org.apache.streampipes.commons.exceptions.SpRuntimeException; | ||
import org.apache.streampipes.extensions.api.pe.context.EventProcessorRuntimeContext; | ||
import org.apache.streampipes.extensions.api.pe.routing.SpOutputCollector; | ||
import org.apache.streampipes.model.DataProcessorType; | ||
import org.apache.streampipes.model.extensions.ExtensionAssetType; | ||
import org.apache.streampipes.model.graph.DataProcessorDescription; | ||
import org.apache.streampipes.model.runtime.Event; | ||
import org.apache.streampipes.model.schema.PropertyScope; | ||
import org.apache.streampipes.sdk.builder.ProcessingElementBuilder; | ||
import org.apache.streampipes.sdk.builder.StreamRequirementsBuilder; | ||
import org.apache.streampipes.sdk.extractor.ProcessingElementParameterExtractor; | ||
import org.apache.streampipes.sdk.helpers.EpProperties; | ||
import org.apache.streampipes.sdk.helpers.EpRequirements; | ||
import org.apache.streampipes.sdk.helpers.Labels; | ||
import org.apache.streampipes.sdk.helpers.Locales; | ||
import org.apache.streampipes.sdk.helpers.OutputStrategies; | ||
import org.apache.streampipes.vocabulary.SO; | ||
import org.apache.streampipes.wrapper.params.compat.ProcessorParams; | ||
import org.apache.streampipes.wrapper.standalone.StreamPipesDataProcessor; | ||
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public class SigmaOpProcessor extends StreamPipesDataProcessor { | ||
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protected static final String FIELD_ID = "field"; | ||
private static final String RESULT_FIELD = "sigmaResult"; | ||
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private Double fieldSigmaValue; | ||
private String selectedFieldName; | ||
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@Override | ||
public DataProcessorDescription declareModel() { | ||
return ProcessingElementBuilder | ||
.create("org.apache.streampipes.processors.enricher.jvm.processor.math.sigmaop", 0) | ||
.withAssets(ExtensionAssetType.DOCUMENTATION, ExtensionAssetType.ICON) | ||
.withLocales(Locales.EN) | ||
.category(DataProcessorType.ALGORITHM) | ||
.requiredStream(StreamRequirementsBuilder.create() | ||
.requiredPropertyWithUnaryMapping( | ||
EpRequirements.numberReq(), | ||
Labels.withId(FIELD_ID), | ||
PropertyScope.NONE) | ||
.build()) | ||
.outputStrategy( | ||
OutputStrategies.append( | ||
EpProperties.numberEp(Labels.empty(), RESULT_FIELD, SO.NUMBER))) | ||
.build(); | ||
} | ||
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@Override | ||
public void onInvocation(ProcessorParams parameters, SpOutputCollector spOutputCollector, | ||
EventProcessorRuntimeContext runtimeContext) throws SpRuntimeException { | ||
ProcessingElementParameterExtractor extractor = parameters.extractor(); | ||
this.selectedFieldName = extractor.mappingPropertyValue(FIELD_ID); | ||
this.fieldSigmaValue = 0.0; | ||
} | ||
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@Override | ||
public void onEvent(Event in, SpOutputCollector out) throws SpRuntimeException { | ||
Double fieldValue = in.getFieldBySelector(selectedFieldName).getAsPrimitive().getAsDouble(); | ||
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fieldSigmaValue += fieldValue; | ||
in.addField(RESULT_FIELD, fieldSigmaValue); | ||
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out.collect(in); | ||
} | ||
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@Override | ||
public void onDetach() throws SpRuntimeException { | ||
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} | ||
} |
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...che.streampipes.processors.enricher.jvm.processor.math.sigmaop/documentation.md
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<!-- | ||
~ Licensed to the Apache Software Foundation (ASF) under one or more | ||
~ contributor license agreements. See the NOTICE file distributed with | ||
~ this work for additional information regarding copyright ownership. | ||
~ The ASF licenses this file to You 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. | ||
~ | ||
--> | ||
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## Sigma | ||
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<p align="center"> | ||
<img src="icon.png" width="150px;" class="pe-image-documentation"/> | ||
</p> | ||
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*** | ||
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## Description | ||
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This processor performs sigma operation on the selected number field i.e. addition of a sequence of numbers. | ||
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*** | ||
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## Required input | ||
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A number field is required in the data stream and can be selected with the field mapping. | ||
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### Number Field | ||
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The number field to be summed. | ||
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*** | ||
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## Configuration | ||
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(no further configuration required) | ||
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## Output | ||
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* [sigmaResult] Sum of the last value and new value | ||
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The event is emitted whenever new value comes in stream. |
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.../org.apache.streampipes.processors.enricher.jvm.processor.math.sigmaop/icon.png
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...esources/org.apache.streampipes.processors.enricher.jvm.processor.math.sigmaop/strings.en
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# | ||
# Licensed to the Apache Software Foundation (ASF) under one or more | ||
# contributor license agreements. See the NOTICE file distributed with | ||
# this work for additional information regarding copyright ownership. | ||
# The ASF licenses this file to You 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. | ||
# | ||
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org.apache.streampipes.processors.enricher.jvm.processor.math.sigmaop.title=Sigma ∑ | ||
org.apache.streampipes.processors.enricher.jvm.processor.math.sigmaop.description=Performs sigma operation on the selected number field | ||
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field.title=Number Field | ||
field.description=The field of the number to sigma |
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...a/org/apache/streampipes/processors/enricher/jvm/processor/math/SigmaOpProcessorTest.java
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/* | ||
* Licensed to the Apache Software Foundation (ASF) under one or more | ||
* contributor license agreements. See the NOTICE file distributed with | ||
* this work for additional information regarding copyright ownership. | ||
* The ASF licenses this file to You 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. | ||
* | ||
*/ | ||
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package org.apache.streampipes.processors.enricher.jvm.processor.math; | ||
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import org.apache.streampipes.test.executors.PrefixStrategy; | ||
import org.apache.streampipes.test.executors.ProcessingElementTestExecutor; | ||
import org.apache.streampipes.test.executors.StreamPrefix; | ||
import org.apache.streampipes.test.executors.TestConfiguration; | ||
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import org.junit.jupiter.api.BeforeEach; | ||
import org.junit.jupiter.params.ParameterizedTest; | ||
import org.junit.jupiter.params.provider.Arguments; | ||
import org.junit.jupiter.params.provider.MethodSource; | ||
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import java.util.List; | ||
import java.util.Map; | ||
import java.util.stream.Stream; | ||
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class SigmaOpProcessorTest { | ||
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private SigmaOpProcessor processor; | ||
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@BeforeEach | ||
public void setup() { | ||
processor = new SigmaOpProcessor(); | ||
} | ||
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static Stream<Arguments> arguments() { | ||
return Stream.of( | ||
Arguments.of( | ||
List.of(Map.of("mass_flow", 10.0), Map.of("mass_flow", 20.0), Map.of("mass_flow", 30.0)), | ||
List.of(Map.of("sigmaResult", 10.0), Map.of("sigmaResult", 30.0), Map.of("sigmaResult", 60.0)) | ||
) | ||
); | ||
} | ||
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@ParameterizedTest | ||
@MethodSource("arguments") | ||
public void testProcessor( | ||
List<Map<String, Object>> inputEvents, | ||
List<Map<String, Object>> outputEvents | ||
) { | ||
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var configuration = TestConfiguration | ||
.builder() | ||
.config(SigmaOpProcessor.FIELD_ID, StreamPrefix.s0("mass_flow")) | ||
.prefixStrategy(PrefixStrategy.SAME_PREFIX) | ||
.build(); | ||
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var testExecutor = new ProcessingElementTestExecutor(processor, configuration); | ||
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testExecutor.run(inputEvents, outputEvents); | ||
} | ||
} |