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feat(#3172): Implement processing element to enrich control limits (#…
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tenthe authored Aug 23, 2024
1 parent 4ead8a2 commit b7496af
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import org.apache.streampipes.extensions.api.migration.IModelMigrator;
import org.apache.streampipes.extensions.api.pe.IStreamPipesPipelineElement;
import org.apache.streampipes.processors.enricher.jvm.processor.jseval.JSEvalProcessor;
import org.apache.streampipes.processors.enricher.jvm.processor.limitsenrichment.QualityControlLimitsEnrichment;
import org.apache.streampipes.processors.enricher.jvm.processor.math.MathOpProcessor;
import org.apache.streampipes.processors.enricher.jvm.processor.math.staticmathop.StaticMathOpProcessor;
import org.apache.streampipes.processors.enricher.jvm.processor.trigonometry.TrigonometryProcessor;
Expand All @@ -41,6 +42,7 @@ public List<StreamPipesAdapter> adapters() {
public List<IStreamPipesPipelineElement<?>> pipelineElements() {
return List.of(
new JSEvalProcessor(),
new QualityControlLimitsEnrichment(),
new MathOpProcessor(),
new StaticMathOpProcessor(),
new TrigonometryProcessor(),
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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.
*
*/

package org.apache.streampipes.processors.enricher.jvm.processor.limitsenrichment;

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.sdk.builder.ProcessingElementBuilder;
import org.apache.streampipes.sdk.builder.StreamRequirementsBuilder;
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;

public class QualityControlLimitsEnrichment extends StreamPipesDataProcessor {


protected static final String UPPER_CONTROL_LIMIT_LABEL = "upperControlLimitInput";
protected static final String UPPER_WARNING_LIMIT_LABEL = "upperWarningLimitInput";
protected static final String LOWER_WARNING_LIMIT_LABEL = "lowerWarningLimitInput";
protected static final String LOWER_CONTROL_LIMIT_LABEL = "lowerControlLimitInput";

protected static final String UPPER_CONTROL_LIMIT = "upperControlLimit";
protected static final String UPPER_WARNING_LIMIT = "upperWarningLimit";
protected static final String LOWER_WARNING_LIMIT = "lowerWarningLimit";
protected static final String LOWER_CONTROL_LIMIT = "lowerControlLimit";

private double upperControlLimitValue;
private double upperWarningLimitValue;
private double lowerWarningLimitValue;
private double lowerControlLimitValue;

@Override
public DataProcessorDescription declareModel() {
return ProcessingElementBuilder
.create("org.apache.streampipes.processors.enricher.jvm.processor.limitsenrichment", 0)
.category(DataProcessorType.ENRICH)
.withAssets(ExtensionAssetType.DOCUMENTATION, ExtensionAssetType.ICON)
.withLocales(Locales.EN)
.requiredStream(StreamRequirementsBuilder
.create()
.requiredProperty(EpRequirements.anyProperty())
.build())
.requiredFloatParameter(Labels.withId(UPPER_CONTROL_LIMIT_LABEL))
.requiredFloatParameter(Labels.withId(UPPER_WARNING_LIMIT_LABEL))
.requiredFloatParameter(Labels.withId(LOWER_WARNING_LIMIT_LABEL))
.requiredFloatParameter(Labels.withId(LOWER_CONTROL_LIMIT_LABEL))
.outputStrategy(
OutputStrategies.append(
EpProperties.doubleEp(Labels.empty(), UPPER_CONTROL_LIMIT, SO.NUMBER),
EpProperties.doubleEp(Labels.empty(), UPPER_WARNING_LIMIT, SO.NUMBER),
EpProperties.doubleEp(Labels.empty(), LOWER_WARNING_LIMIT, SO.NUMBER),
EpProperties.doubleEp(Labels.empty(), LOWER_CONTROL_LIMIT, SO.NUMBER)
))
.build();
}

@Override
public void onInvocation(
ProcessorParams parameters,
SpOutputCollector spOutputCollector,
EventProcessorRuntimeContext runtimeContext
) throws SpRuntimeException {
this.upperControlLimitValue = parameters.extractor()
.singleValueParameter(UPPER_CONTROL_LIMIT_LABEL, Double.class);
this.upperWarningLimitValue = parameters.extractor()
.singleValueParameter(UPPER_WARNING_LIMIT_LABEL, Double.class);
this.lowerWarningLimitValue = parameters.extractor()
.singleValueParameter(LOWER_WARNING_LIMIT_LABEL, Double.class);
this.lowerControlLimitValue = parameters.extractor()
.singleValueParameter(LOWER_CONTROL_LIMIT_LABEL, Double.class);
}

@Override
public void onDetach() {

}

@Override
public void onEvent(Event event, SpOutputCollector collector) {
event.addField(UPPER_CONTROL_LIMIT, upperControlLimitValue);
event.addField(UPPER_WARNING_LIMIT, upperWarningLimitValue);
event.addField(LOWER_WARNING_LIMIT, lowerWarningLimitValue);
event.addField(LOWER_CONTROL_LIMIT, lowerControlLimitValue);

collector.collect(event);
}
}
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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.
~
-->

## Quality Control Limits Enrichment

<p align="center">
<img src="icon.png" width="150px;" class="pe-image-documentation"/>
</p>

***

## Description

The Quality Control Limits Enrichment processor appends user-defined control and warning limits to incoming events.
These limits can be used in quality control charts to monitor sensor values.

***

## Required Input

This processor works with any event stream. It adds predefined limit values to the events, which are later used for
quality control purposes.

***

## Configuration

#### Upper Control Limit

Specify the upper control limit for the quality control process. This value defines the maximum threshold for acceptable
process behavior.

#### Upper Warning Limit

Specify the upper warning limit for the quality control process. This value indicates when the process is approaching
the upper control limit.

#### Lower Warning Limit

Specify the lower warning limit for the quality control process. This value indicates when the process is approaching
the lower control limit.

#### Lower Control Limit

Specify the lower control limit for the quality control process. This value defines the minimum threshold for acceptable
process behavior.

***

## Output

The processor appends the specified control and warning limits to each input event. These enriched events can be used in
downstream processing to create quality control charts or other monitoring tools.

***

## Example

### User Configuration
- **Upper Control Limit**: `80.0`
- **Upper Warning Limit**: `70.0`
- **Lower Warning Limit**: `30.0`
- **Lower Control Limit**: `20.0`

### Input Event
```
{
"timestamp": 1627891234000,
"temperature": 65.0
}
```

### Output Event
```
{
"timestamp": 1627891234000,
"temperature": 65.0,
"upperControlLimit": 80.0,
"upperWarningLimit": 70.0,
"lowerWarningLimit": 30.0,
"lowerControlLimit": 20.0
}
```
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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.
#


org.apache.streampipes.processors.enricher.jvm.processor.limitsenrichment.title=Quality Control Limits Enrichment
org.apache.streampipes.processors.enricher.jvm.processor.limitsenrichment.description=Appends user-defined control and warning limits to incoming events for use in quality control charts.

upperControlLimitInput.title=Upper Control Limit
upperControlLimitInput.description=Specify the upper control limit for the quality control process.

upperWarningLimitInput.title=Upper Warning Limit
upperWarningLimitInput.description=Specify the upper warning limit for the quality control process.

lowerWarningLimitInput.title=Lower Warning Limit
lowerWarningLimitInput.description=Specify the lower warning limit for the quality control process.

lowerControlLimitInput.title=Lower Control Limit
lowerControlLimitInput.description=Specify the lower control limit for the quality control process.

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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.
*
*/

package org.apache.streampipes.processors.enricher.jvm.processor.limitsenrichment;

import org.apache.streampipes.test.executors.PrefixStrategy;
import org.apache.streampipes.test.executors.ProcessingElementTestExecutor;
import org.apache.streampipes.test.executors.TestConfiguration;

import org.junit.jupiter.api.Test;

import java.util.List;
import java.util.Map;

class QualityControlLimitsEnrichmentTest {

@Test
void onEvent() {

var processor = new QualityControlLimitsEnrichment();

List<Map<String, Object>> inputEvents = List.of(Map.of(
"temperature", 10.1
));

List<Map<String, Object>> outputEvents = List.of(Map.of(
"temperature", 10.1,
QualityControlLimitsEnrichment.UPPER_CONTROL_LIMIT, 80.0,
QualityControlLimitsEnrichment.UPPER_WARNING_LIMIT, 70.0,
QualityControlLimitsEnrichment.LOWER_CONTROL_LIMIT, 30.0,
QualityControlLimitsEnrichment.LOWER_WARNING_LIMIT, 20.0
));

var configuration = TestConfiguration
.builder()
.config(QualityControlLimitsEnrichment.UPPER_CONTROL_LIMIT_LABEL, 80.0)
.config(QualityControlLimitsEnrichment.UPPER_WARNING_LIMIT_LABEL, 70.0)
.config(QualityControlLimitsEnrichment.LOWER_CONTROL_LIMIT_LABEL, 30.0)
.config(QualityControlLimitsEnrichment.LOWER_WARNING_LIMIT_LABEL, 20.0)
.prefixStrategy(PrefixStrategy.SAME_PREFIX)
.build();

var testExecutor = new ProcessingElementTestExecutor(processor, configuration);

testExecutor.run(inputEvents, outputEvents);
}
}

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