Package org.apache.lucene.facet.sampling

Source Code of org.apache.lucene.facet.sampling.SamplingWrapper

package org.apache.lucene.facet.sampling;

import java.io.IOException;
import java.util.ArrayList;
import java.util.List;

import org.apache.lucene.facet.params.FacetSearchParams;
import org.apache.lucene.facet.partitions.PartitionsFacetResultsHandler;
import org.apache.lucene.facet.sampling.Sampler.SampleResult;
import org.apache.lucene.facet.search.FacetResult;
import org.apache.lucene.facet.search.ScoredDocIDs;
import org.apache.lucene.facet.search.StandardFacetsAccumulator;

/*
* 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.
*/

/**
* Wrap any Facets Accumulator with sampling.
* <p>
* Note: Sampling accumulation (Accumulation over a sampled-set of the results),
* does not guarantee accurate values for
* {@link FacetResult#getNumValidDescendants()}.
*
* @lucene.experimental
*/
public class SamplingWrapper extends StandardFacetsAccumulator {

  private StandardFacetsAccumulator delegee;
  private Sampler sampler;

  public SamplingWrapper(StandardFacetsAccumulator delegee, Sampler sampler) {
    super(delegee.searchParams, delegee.indexReader, delegee.taxonomyReader);
    this.delegee = delegee;
    this.sampler = sampler;
  }

  @Override
  public List<FacetResult> accumulate(ScoredDocIDs docids) throws IOException {
    // Replacing the original searchParams with the over-sampled (and without statistics-compute)
    FacetSearchParams original = delegee.searchParams;
    delegee.searchParams = sampler.overSampledSearchParams(original);
   
    SampleResult sampleSet = sampler.getSampleSet(docids);

    List<FacetResult> sampleRes = delegee.accumulate(sampleSet.docids);

    List<FacetResult> fixedRes = new ArrayList<FacetResult>();
    for (FacetResult fres : sampleRes) {
      // for sure fres is not null because this is guaranteed by the delegee.
      PartitionsFacetResultsHandler frh = createFacetResultsHandler(fres.getFacetRequest());
      // fix the result of current request
      sampler.getSampleFixer(indexReader, taxonomyReader, searchParams).fixResult(docids, fres);
      fres = frh.rearrangeFacetResult(fres); // let delegee's handler do any
     
      // Using the sampler to trim the extra (over-sampled) results
      fres = sampler.trimResult(fres);
     
      // final labeling if allowed (because labeling is a costly operation)
      frh.labelResult(fres);
      fixedRes.add(fres); // add to final results
    }

    delegee.searchParams = original; // Back to original params
   
    return fixedRes;
  }

  @Override
  public double getComplementThreshold() {
    return delegee.getComplementThreshold();
  }

  @Override
  public void setComplementThreshold(double complementThreshold) {
    delegee.setComplementThreshold(complementThreshold);
  }

}
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