com.gengoai.apollo.ml.observation.VariableSequence Maven / Gradle / Ivy
/*
* 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 com.gengoai.apollo.ml.observation;
import com.fasterxml.jackson.annotation.*;
import lombok.NonNull;
import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import java.util.function.Consumer;
import java.util.function.Function;
import java.util.function.Predicate;
import java.util.stream.Stream;
/**
*
* A {@link Sequence} where the observations are {@link Variable}s. This implementation works well for raw sequence
* input or sequence label output, but care must * be taken when filtering Variables as null values will replace the
* filtered values.
*
*
* @author David B. Bracewell
*/
@JsonTypeName("vs")
@JsonFormat(shape = JsonFormat.Shape.OBJECT)
@JsonAutoDetect(
fieldVisibility = JsonAutoDetect.Visibility.NONE,
setterVisibility = JsonAutoDetect.Visibility.NONE,
getterVisibility = JsonAutoDetect.Visibility.NONE,
isGetterVisibility = JsonAutoDetect.Visibility.NONE,
creatorVisibility = JsonAutoDetect.Visibility.NONE
)
public class VariableSequence extends ArrayList implements Sequence {
/**
* Instantiates a new VariableSequence
*/
public VariableSequence() {
}
/**
* Instantiates a new VariableSequence.
*
* @param collection the Collection of variables
*/
@JsonCreator
public VariableSequence(@JsonProperty("seq") @NonNull Collection extends Variable> collection) {
super(collection);
}
/**
* Instantiates a new VariableSequence.
*
* @param stream the stream of variables
*/
public VariableSequence(@NonNull Stream extends Variable> stream) {
stream.forEach(this::add);
}
@Override
public VariableSequence copy() {
return new VariableSequence(stream().map(Variable::copy));
}
@JsonProperty("seq")
private List getSequence() {
return this;
}
@Override
public void mapVariables(@NonNull Function mapper) {
for(int i = 0; i < size(); i++) {
set(i, mapper.apply(get(i)));
}
}
@Override
public void removeVariables(@NonNull Predicate filter) {
for(int i = 0; i < size(); i++) {
if(filter.test(get(i))) {
set(i, null);
}
}
}
@Override
public void updateVariables(@NonNull Consumer updater) {
forEach(updater);
}
}//END OF VariableSequence
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