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* Licensed to the Apache Software Foundation (ASF) under one
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* 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,
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package org.apache.datasketches.quantiles;
import static org.testng.Assert.assertEquals;
import static org.testng.Assert.assertTrue;
import java.lang.foreign.MemorySegment;
import org.apache.datasketches.common.MemorySegmentRequestExample;
import org.testng.annotations.Test;
public class ClassicQuantilesMemorySegmentRequestApp {
@Test
/**
* This method emulates an application using an off-heap QuantilesDoublesSketch that needs to expand off-heap.
* This demonstrates one example of how to manage a growing off-heap QuantilesDoublesSketch where the
* expanded MemorySegments are also off-heap.
*/
public void checkMemorySegmentRequestExample() {
final int k = 128; //The default is 128
final int itemsIn = 40 * k; //will force requests for more space
//Use the custom MemorySegmentRequestExample to do the allocations.
final MemorySegmentRequestExample mSegReqEx = new MemorySegmentRequestExample();
//The allocation of the original off-heap MemorySegment for the QuantilesDoublesSketch
//Note that this targets the size to only handle 2k values, which is quite small.
final int initalBytes = QuantilesDoublesSketch.getUpdatableStorageBytes(k, 2 * k);
final MemorySegment seg = mSegReqEx.request(initalBytes);
//Create a new KllLongsSketch and pass the mSegReqEx
final QuantilesDoublesSketch sk = QuantilesDoublesSketch.builder().setK(k).build(seg, mSegReqEx);
//Update the sketch with way more data than the original MemorySegment can handle, forcing it to request larger MemorySegments.
for (int n = 1; n <= itemsIn; n++) { sk.update(n); }
//Check to make sure the sketch got all the data:
assertEquals(sk.getMaxItem(), itemsIn);
assertEquals(sk.getMinItem(), 1);
assertEquals(sk.getN(), itemsIn);
//Confirm that the last MemorySegment used by the sketch is, in fact, not the same as the original one that was allocated.
assertTrue(sk.getMemorySegment() != seg);
//All done with the sketch. Cleanup any unclosed off-heap MemorySegments.
mSegReqEx.cleanup();
}
}