mirror of https://github.com/apache/nifi.git
NIFI-3856 PutCloudWatchMetric Stats, Dimensions
PutCloudWatchMetric support for StatisticSets and Dimensions Signed-off-by: James Wing <jvwing@gmail.com> This closes #1775.
This commit is contained in:
Tim Reardon
James Wing
parent
361a58c531
commit
dc44e30698
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@ -16,13 +16,17 @@
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*/
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package org.apache.nifi.processors.aws.cloudwatch;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collection;
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import java.util.Collections;
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import java.util.Date;
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import java.util.HashSet;
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import java.util.List;
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import java.util.Set;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.nifi.annotation.behavior.DynamicProperty;
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import org.apache.nifi.annotation.behavior.InputRequirement;
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import org.apache.nifi.annotation.behavior.InputRequirement.Requirement;
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import org.apache.nifi.annotation.behavior.SupportsBatching;
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@ -32,6 +36,7 @@ import org.apache.nifi.components.PropertyDescriptor;
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import org.apache.nifi.components.ValidationContext;
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import org.apache.nifi.components.ValidationResult;
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import org.apache.nifi.components.Validator;
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import org.apache.nifi.expression.AttributeExpression;
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import org.apache.nifi.flowfile.FlowFile;
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import org.apache.nifi.processor.ProcessContext;
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import org.apache.nifi.processor.ProcessSession;
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@ -45,15 +50,20 @@ import com.amazonaws.ClientConfiguration;
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import com.amazonaws.auth.AWSCredentials;
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import com.amazonaws.auth.AWSCredentialsProvider;
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import com.amazonaws.services.cloudwatch.AmazonCloudWatchClient;
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import com.amazonaws.services.cloudwatch.model.Dimension;
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import com.amazonaws.services.cloudwatch.model.MetricDatum;
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import com.amazonaws.services.cloudwatch.model.PutMetricDataRequest;
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import com.amazonaws.services.cloudwatch.model.PutMetricDataResult;
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import com.amazonaws.services.cloudwatch.model.StatisticSet;
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@SupportsBatching
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@InputRequirement(Requirement.INPUT_REQUIRED)
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@CapabilityDescription("Publishes metrics to Amazon CloudWatch. Metric can be either a single value, or a StatisticSet comprised of "+
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"minimum, maximum, sum and sample count.")
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@DynamicProperty(name = "Dimension Name", value = "Dimension Value",
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description = "Allows dimension name/value pairs to be added to the metric. AWS supports a maximum of 10 dimensions.",
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supportsExpressionLanguage = true)
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@Tags({"amazon", "aws", "cloudwatch", "metrics", "put", "publish"})
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@CapabilityDescription("Publishes metrics to Amazon CloudWatch")
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public class PutCloudWatchMetric extends AbstractAWSCredentialsProviderProcessor<AmazonCloudWatchClient> {
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public static final Set<Relationship> relationships = Collections.unmodifiableSet(
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@ -89,7 +99,7 @@ public class PutCloudWatchMetric extends AbstractAWSCredentialsProviderProcessor
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public static final PropertyDescriptor METRIC_NAME = new PropertyDescriptor.Builder()
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.name("MetricName")
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.displayName("MetricName")
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.displayName("Metric Name")
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.description("The name of the metric")
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.expressionLanguageSupported(true)
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.required(true)
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@ -101,7 +111,7 @@ public class PutCloudWatchMetric extends AbstractAWSCredentialsProviderProcessor
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.displayName("Value")
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.description("The value for the metric. Must be a double")
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.expressionLanguageSupported(true)
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.required(true)
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.required(false)
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.addValidator(DOUBLE_VALIDATOR)
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.build();
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@ -123,23 +133,113 @@ public class PutCloudWatchMetric extends AbstractAWSCredentialsProviderProcessor
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.addValidator(StandardValidators.NON_EMPTY_VALIDATOR)
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.build();
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public static final PropertyDescriptor MAXIMUM = new PropertyDescriptor.Builder()
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.name("maximum")
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.displayName("Maximum")
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.description("The maximum value of the sample set. Must be a double")
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.expressionLanguageSupported(true)
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.required(false)
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.addValidator(DOUBLE_VALIDATOR)
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.build();
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public static final PropertyDescriptor MINIMUM = new PropertyDescriptor.Builder()
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.name("minimum")
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.displayName("Minimum")
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.description("The minimum value of the sample set. Must be a double")
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.expressionLanguageSupported(true)
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.required(false)
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.addValidator(DOUBLE_VALIDATOR)
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.build();
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public static final PropertyDescriptor SAMPLECOUNT = new PropertyDescriptor.Builder()
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.name("sampleCount")
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.displayName("Sample Count")
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.description("The number of samples used for the statistic set. Must be a double")
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.expressionLanguageSupported(true)
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.required(false)
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.addValidator(DOUBLE_VALIDATOR)
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.build();
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public static final PropertyDescriptor SUM = new PropertyDescriptor.Builder()
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.name("sum")
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.displayName("Sum")
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.description("The sum of values for the sample set. Must be a double")
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.expressionLanguageSupported(true)
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.required(false)
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.addValidator(DOUBLE_VALIDATOR)
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.build();
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public static final List<PropertyDescriptor> properties =
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Collections.unmodifiableList(
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Arrays.asList(NAMESPACE, METRIC_NAME, VALUE, TIMESTAMP, UNIT, REGION, ACCESS_KEY, SECRET_KEY,
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CREDENTIALS_FILE, AWS_CREDENTIALS_PROVIDER_SERVICE, TIMEOUT, SSL_CONTEXT_SERVICE,
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ENDPOINT_OVERRIDE, PROXY_HOST, PROXY_HOST_PORT)
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Arrays.asList(NAMESPACE, METRIC_NAME, VALUE, MAXIMUM, MINIMUM, SAMPLECOUNT, SUM, TIMESTAMP,
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UNIT, REGION, ACCESS_KEY, SECRET_KEY, CREDENTIALS_FILE, AWS_CREDENTIALS_PROVIDER_SERVICE,
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TIMEOUT, SSL_CONTEXT_SERVICE, ENDPOINT_OVERRIDE, PROXY_HOST, PROXY_HOST_PORT)
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);
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private volatile Set<String> dynamicPropertyNames = new HashSet<>();
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@Override
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protected List<PropertyDescriptor> getSupportedPropertyDescriptors() {
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return properties;
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}
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@Override
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protected PropertyDescriptor getSupportedDynamicPropertyDescriptor(final String propertyDescriptorName) {
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return new PropertyDescriptor.Builder()
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.name(propertyDescriptorName)
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.addValidator(StandardValidators.createAttributeExpressionLanguageValidator(AttributeExpression.ResultType.STRING, true))
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.expressionLanguageSupported(true)
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.dynamic(true)
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.build();
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}
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@Override
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public void onPropertyModified(final PropertyDescriptor descriptor, final String oldValue, final String newValue) {
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if (descriptor.isDynamic()) {
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final Set<String> newDynamicPropertyNames = new HashSet<>(dynamicPropertyNames);
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if (newValue == null) { // removing a property
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newDynamicPropertyNames.remove(descriptor.getName());
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} else if (oldValue == null) { // adding a new property
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newDynamicPropertyNames.add(descriptor.getName());
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}
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this.dynamicPropertyNames = Collections.unmodifiableSet(newDynamicPropertyNames);
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}
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}
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@Override
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public Set<Relationship> getRelationships() {
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return relationships;
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}
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@Override
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protected Collection<ValidationResult> customValidate(final ValidationContext validationContext) {
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Collection<ValidationResult> problems = super.customValidate(validationContext);
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final boolean valueSet = validationContext.getProperty(VALUE).isSet();
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final boolean maxSet = validationContext.getProperty(MAXIMUM).isSet();
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final boolean minSet = validationContext.getProperty(MINIMUM).isSet();
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final boolean sampleCountSet = validationContext.getProperty(SAMPLECOUNT).isSet();
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final boolean sumSet = validationContext.getProperty(SUM).isSet();
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final boolean completeStatisticSet = (maxSet && minSet && sampleCountSet && sumSet);
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final boolean anyStatisticSetValue = (maxSet || minSet || sampleCountSet || sumSet);
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if (valueSet && anyStatisticSetValue) {
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problems.add(new ValidationResult.Builder().subject("Metric").valid(false)
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.explanation("Cannot set both Value and StatisticSet(Maximum, Minimum, SampleCount, Sum) properties").build());
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} else if (!valueSet && !completeStatisticSet) {
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problems.add(new ValidationResult.Builder().subject("Metric").valid(false)
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.explanation("Must set either Value or complete StatisticSet(Maximum, Minimum, SampleCount, Sum) properties").build());
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}
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if (dynamicPropertyNames.size() > 10) {
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problems.add(new ValidationResult.Builder().subject("Metric").valid(false)
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.explanation("Cannot set more than 10 dimensions").build());
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}
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return problems;
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}
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/**
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* Create client using aws credentials provider. This is the preferred way for creating clients
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*/
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@ -171,7 +271,18 @@ public class PutCloudWatchMetric extends AbstractAWSCredentialsProviderProcessor
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try {
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datum.setMetricName(context.getProperty(METRIC_NAME).evaluateAttributeExpressions(flowFile).getValue());
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datum.setValue(Double.parseDouble(context.getProperty(VALUE).evaluateAttributeExpressions(flowFile).getValue()));
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final String valueString = context.getProperty(VALUE).evaluateAttributeExpressions(flowFile).getValue();
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if (valueString != null) {
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datum.setValue(Double.parseDouble(valueString));
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} else {
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StatisticSet statisticSet = new StatisticSet();
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statisticSet.setMaximum(Double.parseDouble(context.getProperty(MAXIMUM).evaluateAttributeExpressions(flowFile).getValue()));
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statisticSet.setMinimum(Double.parseDouble(context.getProperty(MINIMUM).evaluateAttributeExpressions(flowFile).getValue()));
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statisticSet.setSampleCount(Double.parseDouble(context.getProperty(SAMPLECOUNT).evaluateAttributeExpressions(flowFile).getValue()));
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statisticSet.setSum(Double.parseDouble(context.getProperty(SUM).evaluateAttributeExpressions(flowFile).getValue()));
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datum.setStatisticValues(statisticSet);
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}
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final String timestamp = context.getProperty(TIMESTAMP).evaluateAttributeExpressions(flowFile).getValue();
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if (timestamp != null) {
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@ -183,6 +294,18 @@ public class PutCloudWatchMetric extends AbstractAWSCredentialsProviderProcessor
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datum.setUnit(unit);
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}
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// add dynamic properties as dimensions
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if (!dynamicPropertyNames.isEmpty()) {
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final List<Dimension> dimensions = new ArrayList<>(dynamicPropertyNames.size());
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for (String propertyName : dynamicPropertyNames) {
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final String propertyValue = context.getProperty(propertyName).evaluateAttributeExpressions(flowFile).getValue();
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if (StringUtils.isNotBlank(propertyValue)) {
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dimensions.add(new Dimension().withName(propertyName).withValue(propertyValue));
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}
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}
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datum.withDimensions(dimensions);
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}
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final PutMetricDataRequest metricDataRequest = new PutMetricDataRequest()
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.withNamespace(context.getProperty(NAMESPACE).evaluateAttributeExpressions(flowFile).getValue())
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.withMetricData(datum);
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@ -16,12 +16,16 @@
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*/
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package org.apache.nifi.processors.aws.cloudwatch;
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import java.util.Collections;
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import java.util.List;
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import java.util.Map;
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import java.util.HashMap;
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import org.apache.nifi.components.PropertyDescriptor;
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import org.apache.nifi.util.TestRunner;
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import org.apache.nifi.util.TestRunners;
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import com.amazonaws.services.cloudwatch.model.Dimension;
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import com.amazonaws.services.cloudwatch.model.InvalidParameterValueException;
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import com.amazonaws.services.cloudwatch.model.MetricDatum;
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import org.junit.Test;
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@ -66,6 +70,63 @@ public class TestPutCloudWatchMetric {
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runner.assertNotValid();
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}
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@Test
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public void testMissingBothValueAndStatisticSetInvalid() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.assertNotValid();
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}
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@Test
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public void testContainsBothValueAndStatisticSetInvalid() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.setProperty(PutCloudWatchMetric.VALUE, "1.0");
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runner.setProperty(PutCloudWatchMetric.UNIT, "Count");
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runner.setProperty(PutCloudWatchMetric.TIMESTAMP, "1476296132575");
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runner.setProperty(PutCloudWatchMetric.MINIMUM, "1.0");
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runner.setProperty(PutCloudWatchMetric.MAXIMUM, "2.0");
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runner.setProperty(PutCloudWatchMetric.SUM, "3.0");
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runner.setProperty(PutCloudWatchMetric.SAMPLECOUNT, "2");
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runner.assertNotValid();
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}
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@Test
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public void testContainsIncompleteStatisticSetInvalid() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.setProperty(PutCloudWatchMetric.UNIT, "Count");
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runner.setProperty(PutCloudWatchMetric.TIMESTAMP, "1476296132575");
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runner.setProperty(PutCloudWatchMetric.MINIMUM, "1.0");
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runner.setProperty(PutCloudWatchMetric.MAXIMUM, "2.0");
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runner.setProperty(PutCloudWatchMetric.SUM, "3.0");
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// missing sample count
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runner.assertNotValid();
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}
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@Test
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public void testContainsBothValueAndIncompleteStatisticSetInvalid() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.setProperty(PutCloudWatchMetric.VALUE, "1.0");
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runner.setProperty(PutCloudWatchMetric.UNIT, "Count");
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runner.setProperty(PutCloudWatchMetric.TIMESTAMP, "1476296132575");
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runner.setProperty(PutCloudWatchMetric.MINIMUM, "1.0");
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runner.assertNotValid();
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}
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@Test
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public void testMetricExpressionValid() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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@ -89,6 +150,105 @@ public class TestPutCloudWatchMetric {
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Assert.assertEquals(1.23d, datum.getValue(), 0.0001d);
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}
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@Test
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public void testStatisticSet() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.setProperty(PutCloudWatchMetric.MINIMUM, "${metric.min}");
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runner.setProperty(PutCloudWatchMetric.MAXIMUM, "${metric.max}");
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runner.setProperty(PutCloudWatchMetric.SUM, "${metric.sum}");
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runner.setProperty(PutCloudWatchMetric.SAMPLECOUNT, "${metric.count}");
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runner.assertValid();
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final Map<String, String> attributes = new HashMap<>();
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attributes.put("metric.min", "1");
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attributes.put("metric.max", "2");
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attributes.put("metric.sum", "3");
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attributes.put("metric.count", "2");
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runner.enqueue(new byte[] {}, attributes);
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runner.run();
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runner.assertAllFlowFilesTransferred(PutCloudWatchMetric.REL_SUCCESS, 1);
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Assert.assertEquals(1, mockPutCloudWatchMetric.putMetricDataCallCount);
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Assert.assertEquals("TestNamespace", mockPutCloudWatchMetric.actualNamespace);
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MetricDatum datum = mockPutCloudWatchMetric.actualMetricData.get(0);
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Assert.assertEquals("TestMetric", datum.getMetricName());
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Assert.assertEquals(1.0d, datum.getStatisticValues().getMinimum(), 0.0001d);
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Assert.assertEquals(2.0d, datum.getStatisticValues().getMaximum(), 0.0001d);
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Assert.assertEquals(3.0d, datum.getStatisticValues().getSum(), 0.0001d);
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Assert.assertEquals(2.0d, datum.getStatisticValues().getSampleCount(), 0.0001d);
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}
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@Test
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public void testDimensions() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.setProperty(PutCloudWatchMetric.VALUE, "1.0");
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runner.setProperty(PutCloudWatchMetric.UNIT, "Count");
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runner.setProperty(PutCloudWatchMetric.TIMESTAMP, "1476296132575");
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runner.setProperty(new PropertyDescriptor.Builder().dynamic(true).name("dim1").build(), "${metric.dim1}");
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runner.setProperty(new PropertyDescriptor.Builder().dynamic(true).name("dim2").build(), "val2");
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runner.assertValid();
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final Map<String, String> attributes = new HashMap<>();
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attributes.put("metric.dim1", "1");
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runner.enqueue(new byte[] {}, attributes);
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runner.run();
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runner.assertAllFlowFilesTransferred(PutCloudWatchMetric.REL_SUCCESS, 1);
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Assert.assertEquals(1, mockPutCloudWatchMetric.putMetricDataCallCount);
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Assert.assertEquals("TestNamespace", mockPutCloudWatchMetric.actualNamespace);
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MetricDatum datum = mockPutCloudWatchMetric.actualMetricData.get(0);
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Assert.assertEquals("TestMetric", datum.getMetricName());
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Assert.assertEquals(1d, datum.getValue(), 0.0001d);
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List<Dimension> dimensions = datum.getDimensions();
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Collections.sort(dimensions, (d1, d2) -> d1.getName().compareTo(d2.getName()));
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Assert.assertEquals(2, dimensions.size());
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Assert.assertEquals("dim1", dimensions.get(0).getName());
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Assert.assertEquals("1", dimensions.get(0).getValue());
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Assert.assertEquals("dim2", dimensions.get(1).getName());
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Assert.assertEquals("val2", dimensions.get(1).getValue());
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}
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@Test
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public void testMaximumDimensions() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.setProperty(PutCloudWatchMetric.VALUE, "1.0");
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runner.setProperty(PutCloudWatchMetric.UNIT, "Count");
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runner.setProperty(PutCloudWatchMetric.TIMESTAMP, "1476296132575");
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for (int i=0; i < 10; i++) {
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runner.setProperty(new PropertyDescriptor.Builder().dynamic(true).name("dim" + i).build(), "0");
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}
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runner.assertValid();
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}
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@Test
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public void testTooManyDimensions() throws Exception {
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MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
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final TestRunner runner = TestRunners.newTestRunner(mockPutCloudWatchMetric);
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runner.setProperty(PutCloudWatchMetric.NAMESPACE, "TestNamespace");
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runner.setProperty(PutCloudWatchMetric.METRIC_NAME, "TestMetric");
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runner.setProperty(PutCloudWatchMetric.VALUE, "1.0");
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runner.setProperty(PutCloudWatchMetric.UNIT, "Count");
|
||||
runner.setProperty(PutCloudWatchMetric.TIMESTAMP, "1476296132575");
|
||||
for (int i=0; i < 11; i++) {
|
||||
runner.setProperty(new PropertyDescriptor.Builder().dynamic(true).name("dim" + i).build(), "0");
|
||||
}
|
||||
runner.assertNotValid();
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testMetricExpressionInvalidRoutesToFailure() throws Exception {
|
||||
MockPutCloudWatchMetric mockPutCloudWatchMetric = new MockPutCloudWatchMetric();
|
||||
|
|
|
|||
Loading…
Reference in New Issue