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Tensorics is a java framework which uses a tensor as a central object. A tensor represents a set of values placed in an N-dimensional space. Wherever you are tempted to use maps of maps, a tensor might be a good choice ;-) Tensorics provides methods to create, transform and performing calculations with those tensors.

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* Licensed under the Apache License, Version 2.0 (the "License");
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package org.tensorics.core.tensor.operations;

import java.util.Collection;
import java.util.HashSet;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Set;

import org.tensorics.core.tensor.ImmutableTensor;
import org.tensorics.core.tensor.ImmutableTensor.Builder;
import org.tensorics.core.tensor.Position;
import org.tensorics.core.tensor.Tensor;

import com.google.common.collect.ImmutableMap;
import com.google.common.collect.ImmutableMultimap;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Multimap;

/**
 * Provides methods to describe how to produce a map out of a tensor.
 * 

* This is part of a tensoric-internal fluent API * * @author kfuchsbe * @param the type of values of the tensor */ public final class OngoingMapOut { private final Tensor tensor; public OngoingMapOut(Tensor tensor) { this.tensor = tensor; } public Tensor> inDirectionOf(Class dimension) { Builder> tensorBuilder = ImmutableTensor .builder(OngoingMapOut.dimensionsExcept(tensor.shape().dimensionSet(), dimension)); tensorBuilder.setTensorContext(tensor.context()); Multimap, Entry> fullEntries = groupBy(tensor.asMap().entrySet(), dimension); for (Set key : fullEntries.keySet()) { Map values = mapByDimension(fullEntries.get(key), dimension); tensorBuilder.at(Position.of(key)).put(values); } return tensorBuilder.build(); } private static Set coordinatesExcept(Collection coordinates, Class dimension) { ImmutableSet.Builder builder = ImmutableSet.builder(); for (Object coordinate : coordinates) { if (!dimension.isInstance(coordinate)) { builder.add(coordinate); } } return builder.build(); } private static Set> dimensionsExcept(Set> dimensions, Class dimension) { Set> toReturn = new HashSet<>(); for (Class oneDimension : dimensions) { if (!oneDimension.equals(dimension)) { toReturn.add(oneDimension); } } return toReturn; } private static Map mapByDimension(Collection> entries, Class dimension) { ImmutableMap.Builder valuesBuilder = ImmutableMap.builder(); for (Entry entry : entries) { C1 coordinateFor = entry.getKey().coordinateFor(dimension); if (coordinateFor == null) { throw new IllegalStateException( "Cannot operate with [" + dimension + "] while having only " + entry.getKey()); } valuesBuilder.put(coordinateFor, entry.getValue()); } return valuesBuilder.build(); } private static Multimap, Entry> groupBy( Iterable> entries, Class dimension) { ImmutableMultimap.Builder, Entry> fullEntriesBuilder = ImmutableMultimap.builder(); for (Entry entry : entries) { Collection coordinates = entry.getKey().coordinates(); fullEntriesBuilder.put(OngoingMapOut.coordinatesExcept(coordinates, dimension), entry); } return fullEntriesBuilder.build(); } }