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/*
 * ====================================================================
 * 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,
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 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 * ====================================================================
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 * This software consists of voluntary contributions made by many
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package com.aliyun.apache.hc.client5.http.impl.classic;

import com.aliyun.apache.hc.client5.http.HttpRoute;
import com.aliyun.apache.hc.core5.pool.ConnPoolControl;
import com.aliyun.apache.hc.core5.util.Args;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
 * A backoff manager implementation that uses an exponential backoff algorithm to adjust the maximum
 * number of connections per HTTP route. The algorithm reduces the number of connections in response
 * to adverse events, such as connection failures, and gradually increases the number of connections
 * when the route is operating without issues.
 *
 * 

This implementation is specifically designed for managing connections in an HTTP route context * and provides methods for probing and backing off connections based on the performance of the route. * *

The exponential backoff algorithm is primarily implemented in the {@code getBackedOffPoolSize} * method, which calculates the new connection pool size based on the current pool size, growth rate, * and the number of time intervals. * * @since 5.3 */ public class ExponentialBackoffManager extends AbstractBackoff { private static final Logger LOG = LoggerFactory.getLogger(ExponentialBackoffManager.class); /** * Constructs a new ExponentialBackoffManager with the specified connection pool control. * * @param connPerRoute the connection pool control to be used for managing connections * @throws IllegalArgumentException if connPerRoute is null */ public ExponentialBackoffManager(final ConnPoolControl connPerRoute) { super(connPerRoute); } /** * Calculates the new pool size after applying the exponential backoff algorithm. * The new pool size is calculated using the formula: floor(curr / (1 + growthRate) ^ t), * where curr is the current pool size, growthRate is the exponential growth rate, and t is the time interval. * * @param curr the current pool size * @return the new pool size after applying the backoff */ protected int getBackedOffPoolSize(final int curr) { if (curr <= 1) { return 1; } final int t = getTimeInterval().incrementAndGet(); final int result = Math.max(1, (int) Math.floor(curr / Math.pow(1 + getBackoffFactor().get(), t))); if (LOG.isDebugEnabled()) { LOG.debug("curr={}, t={}, growthRate={}, result={}", curr, t, getBackoffFactor().get(), result); } return result; } public void setBackoffFactor(final double rate) { Args.check(rate > 0.0, "Growth rate must be greater than 0.0"); this.getBackoffFactor().set(rate); } }





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