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Add support for $covariancePop and $covarianceSamp aggregation expressions.
Closes: #3712 Original pull request: #3740.
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‎spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/aggregation/AccumulatorOperators.java

+177
Original file line numberDiff line numberDiff line change
@@ -142,6 +142,63 @@ public StdDevSamp stdDevSamp() {
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return usesFieldRef() ? StdDevSamp.stdDevSampOf(fieldReference) : StdDevSamp.stdDevSampOf(expression);
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}
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/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the value of the given
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* field to calculate the population covariance of the two.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovariancePop covariancePop(String fieldReference) {
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return covariancePop().and(fieldReference);
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}
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/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the result of the given
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* {@link AggregationExpression expression} to calculate the population covariance of the two.
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*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovariancePop covariancePop(AggregationExpression expression) {
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return covariancePop().and(expression);
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}
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private CovariancePop covariancePop() {
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return usesFieldRef() ? CovariancePop.covariancePopOf(fieldReference) : CovariancePop.covariancePopOf(expression);
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}
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/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the value of the given
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* field to calculate the sample covariance of the two.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovarianceSamp covarianceSamp(String fieldReference) {
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return covarianceSamp().and(fieldReference);
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}
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/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the result of the given
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* {@link AggregationExpression expression} to calculate the sample covariance of the two.
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*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovarianceSamp covarianceSamp(AggregationExpression expression) {
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return covarianceSamp().and(expression);
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}
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private CovarianceSamp covarianceSamp() {
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return usesFieldRef() ? CovarianceSamp.covarianceSampOf(fieldReference)
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: CovarianceSamp.covarianceSampOf(expression);
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}
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private boolean usesFieldRef() {
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return fieldReference != null;
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}
@@ -658,4 +715,124 @@ public Document toDocument(Object value, AggregationOperationContext context) {
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return super.toDocument(value, context);
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}
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}
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/**
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* {@link AggregationExpression} for {@code $covariancePop}.
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*
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* @author Christoph Strobl
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* @since 3.3
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*/
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public static class CovariancePop extends AbstractAggregationExpression {
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private CovariancePop(Object value) {
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super(value);
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}
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/**
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* Creates new {@link CovariancePop}.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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*/
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public static CovariancePop covariancePopOf(String fieldReference) {
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Assert.notNull(fieldReference, "FieldReference must not be null!");
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return new CovariancePop(asFields(fieldReference));
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}
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/**
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* Creates new {@link CovariancePop}.
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*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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*/
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public static CovariancePop covariancePopOf(AggregationExpression expression) {
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return new CovariancePop(Collections.singletonList(expression));
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}
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/**
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* Creates new {@link CovariancePop} with all previously added arguments appending the given one.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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*/
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public CovariancePop and(String fieldReference) {
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return new CovariancePop(append(asFields(fieldReference)));
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}
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/**
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* Creates new {@link CovariancePop} with all previously added arguments appending the given one.
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*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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*/
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public CovariancePop and(AggregationExpression expression) {
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return new CovariancePop(append(expression));
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}
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@Override
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protected String getMongoMethod() {
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return "$covariancePop";
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}
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}
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/**
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* {@link AggregationExpression} for {@code $covarianceSamp}.
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*
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* @author Christoph Strobl
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* @since 3.3
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*/
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public static class CovarianceSamp extends AbstractAggregationExpression {
786+
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private CovarianceSamp(Object value) {
788+
super(value);
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}
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/**
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* Creates new {@link CovarianceSamp}.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovarianceSamp}.
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*/
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public static CovarianceSamp covarianceSampOf(String fieldReference) {
798+
799+
Assert.notNull(fieldReference, "FieldReference must not be null!");
800+
return new CovarianceSamp(asFields(fieldReference));
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}
802+
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/**
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* Creates new {@link CovarianceSamp}.
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*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovarianceSamp}.
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*/
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public static CovarianceSamp covarianceSampOf(AggregationExpression expression) {
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return new CovarianceSamp(Collections.singletonList(expression));
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}
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/**
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* Creates new {@link CovarianceSamp} with all previously added arguments appending the given one.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovarianceSamp}.
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*/
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public CovarianceSamp and(String fieldReference) {
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return new CovarianceSamp(append(asFields(fieldReference)));
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}
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/**
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* Creates new {@link CovarianceSamp} with all previously added arguments appending the given one.
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*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovarianceSamp}.
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*/
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public CovarianceSamp and(AggregationExpression expression) {
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return new CovarianceSamp(append(expression));
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}
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@Override
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protected String getMongoMethod() {
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return "$covarianceSamp";
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}
837+
}
661838
}

‎spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/aggregation/ArithmeticOperators.java

+59
Original file line numberDiff line numberDiff line change
@@ -19,6 +19,8 @@
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import java.util.List;
2020

2121
import org.springframework.data.mongodb.core.aggregation.AccumulatorOperators.Avg;
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import org.springframework.data.mongodb.core.aggregation.AccumulatorOperators.CovariancePop;
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import org.springframework.data.mongodb.core.aggregation.AccumulatorOperators.CovarianceSamp;
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import org.springframework.data.mongodb.core.aggregation.AccumulatorOperators.Max;
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import org.springframework.data.mongodb.core.aggregation.AccumulatorOperators.Min;
2426
import org.springframework.data.mongodb.core.aggregation.AccumulatorOperators.StdDevPop;
@@ -511,6 +513,63 @@ public StdDevSamp stdDevSamp() {
511513
: AccumulatorOperators.StdDevSamp.stdDevSampOf(expression);
512514
}
513515

516+
/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the value of the given
518+
* field to calculate the population covariance of the two.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovariancePop covariancePop(String fieldReference) {
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return covariancePop().and(fieldReference);
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}
527+
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/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the result of the given
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* {@link AggregationExpression expression} to calculate the population covariance of the two.
531+
*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovariancePop covariancePop(AggregationExpression expression) {
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return covariancePop().and(expression);
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}
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private CovariancePop covariancePop() {
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return usesFieldRef() ? CovariancePop.covariancePopOf(fieldReference) : CovariancePop.covariancePopOf(expression);
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}
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/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the value of the given
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* field to calculate the sample covariance of the two.
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*
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* @param fieldReference must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovarianceSamp covarianceSamp(String fieldReference) {
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return covarianceSamp().and(fieldReference);
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}
555+
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/**
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* Creates new {@link AggregationExpression} that uses the previous input (field/expression) and the result of the given
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* {@link AggregationExpression expression} to calculate the sample covariance of the two.
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*
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* @param expression must not be {@literal null}.
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* @return new instance of {@link CovariancePop}.
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* @since 3.3
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*/
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public CovarianceSamp covarianceSamp(AggregationExpression expression) {
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return covarianceSamp().and(expression);
566+
}
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private CovarianceSamp covarianceSamp() {
569+
return usesFieldRef() ? CovarianceSamp.covarianceSampOf(fieldReference)
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: CovarianceSamp.covarianceSampOf(expression);
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}
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514573
/**
515574
* Creates new {@link AggregationExpression} that rounds a number to a whole integer or to a specified decimal
516575
* place.

‎spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/spel/MethodReferenceNode.java

+2
Original file line numberDiff line numberDiff line change
@@ -170,6 +170,8 @@ public class MethodReferenceNode extends ExpressionNode {
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map.put("addToSet", singleArgRef().forOperator("$addToSet"));
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map.put("stdDevPop", arrayArgRef().forOperator("$stdDevPop"));
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map.put("stdDevSamp", arrayArgRef().forOperator("$stdDevSamp"));
173+
map.put("covariancePop", arrayArgRef().forOperator("$covariancePop"));
174+
map.put("covarianceSamp", arrayArgRef().forOperator("$covarianceSamp"));
173175

174176
// TYPE OPERATORS
175177
map.put("type", singleArgRef().forOperator("$type"));

‎spring-data-mongodb/src/main/java/org/springframework/data/mongodb/util/aggregation/TestAggregationContext.java

+75
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,75 @@
1+
/*
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* Copyright 2021 the original author or authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.springframework.data.mongodb.util.aggregation;
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import org.bson.Document;
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import org.springframework.data.mongodb.core.aggregation.Aggregation;
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import org.springframework.data.mongodb.core.aggregation.AggregationOperationContext;
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import org.springframework.data.mongodb.core.aggregation.ExposedFields.FieldReference;
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import org.springframework.data.mongodb.core.aggregation.Field;
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import org.springframework.data.mongodb.core.aggregation.TypeBasedAggregationOperationContext;
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import org.springframework.data.mongodb.core.convert.MappingMongoConverter;
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import org.springframework.data.mongodb.core.convert.MongoConverter;
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import org.springframework.data.mongodb.core.convert.NoOpDbRefResolver;
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import org.springframework.data.mongodb.core.convert.QueryMapper;
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import org.springframework.data.mongodb.core.mapping.MongoMappingContext;
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import org.springframework.lang.Nullable;
30+
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/**
32+
* @author Christoph Strobl
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*/
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public class TestAggregationContext implements AggregationOperationContext {
35+
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private final AggregationOperationContext delegate;
37+
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private TestAggregationContext(AggregationOperationContext delegate) {
39+
this.delegate = delegate;
40+
}
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public static AggregationOperationContext contextFor(@Nullable Class<?> type) {
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MappingMongoConverter mongoConverter = new MappingMongoConverter(NoOpDbRefResolver.INSTANCE,
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new MongoMappingContext());
46+
mongoConverter.afterPropertiesSet();
47+
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return contextFor(type, mongoConverter);
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}
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public static AggregationOperationContext contextFor(@Nullable Class<?> type, MongoConverter mongoConverter) {
52+
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if (type == null) {
54+
return Aggregation.DEFAULT_CONTEXT;
55+
}
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return new TestAggregationContext(new TypeBasedAggregationOperationContext(type, mongoConverter.getMappingContext(),
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new QueryMapper(mongoConverter)).continueOnMissingFieldReference());
59+
}
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@Override
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public Document getMappedObject(Document document, @Nullable Class<?> type) {
63+
return delegate.getMappedObject(document, type);
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}
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@Override
67+
public FieldReference getReference(Field field) {
68+
return delegate.getReference(field);
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}
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@Override
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public FieldReference getReference(String name) {
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return delegate.getReference(name);
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}
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}

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