聊聊druid的keepalive机制_druid keepalive

作者：知新_RL | 2024-03-29 19:24:35

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druid keepalive

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本文主要研究一下druid的keepalive机制

DruidDataSource

public class DruidDataSource extends DruidAbstractDataSource implements DruidDataSourceMBean, ManagedDataSource, Referenceable, Closeable, Cloneable, ConnectionPoolDataSource, MBeanRegistration {

	private int                              keepAliveCheckCount       = 0;
	private DruidConnectionHolder[]          keepAliveConnections;
	private volatile boolean                 keepAlive                 = false;

	// from DruidAbstractDataSource
	protected volatile long                            keepAliveBetweenTimeMillis                = DEFAULT_TIME_BETWEEN_EVICTION_RUNS_MILLIS * 2;
	public static final long                           DEFAULT_TIME_BETWEEN_EVICTION_RUNS_MILLIS = 60 * 1000L;

	public void init() throws SQLException {

		//......

            if (keepAlive) {
                // async fill to minIdle
                if (createScheduler != null) {
                    for (int i = 0; i < minIdle; ++i) {
                        submitCreateTask(true);
                    }
                } else {
                    this.emptySignal();
                }
            }

		//......
	}

}
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DruidDataSource的init方法在keepAlive的时候触发创建连接，当createScheduler不为null时(默认为null)执行submitCreateTask，否则执行emptySignal

submitCreateTask

com/alibaba/druid/pool/DruidDataSource.java

    private void submitCreateTask(boolean initTask) {
        createTaskCount++;
        CreateConnectionTask task = new CreateConnectionTask(initTask);
        if (createTasks == null) {
            createTasks = new long[8];
        }

        boolean putted = false;
        for (int i = 0; i < createTasks.length; ++i) {
            if (createTasks[i] == 0) {
                createTasks[i] = task.taskId;
                putted = true;
                break;
            }
        }
        if (!putted) {
            long[] array = new long[createTasks.length * 3 / 2];
            System.arraycopy(createTasks, 0, array, 0, createTasks.length);
            array[createTasks.length] = task.taskId;
            createTasks = array;
        }

        this.createSchedulerFuture = createScheduler.submit(task);
    }
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submitCreateTask创建CreateConnectionTask，然后提交到createScheduler

CreateConnectionTask

com/alibaba/druid/pool/DruidDataSource.java

    public class CreateConnectionTask implements Runnable {
        private int errorCount;
        private boolean initTask;
        private final long taskId;

        public CreateConnectionTask() {
            taskId = createTaskIdSeedUpdater.getAndIncrement(DruidDataSource.this);
        }

        public CreateConnectionTask(boolean initTask) {
            taskId = createTaskIdSeedUpdater.getAndIncrement(DruidDataSource.this);
            this.initTask = initTask;
        }

        @Override
        public void run() {
            runInternal();
        }

        private void runInternal() {
            for (; ; ) {
                // addLast
                lock.lock();
                try {
                    if (closed || closing) {
                        clearCreateTask(taskId);
                        return;
                    }

                    boolean emptyWait = true;

                    if (createError != null && poolingCount == 0) {
                        emptyWait = false;
                    }

                    if (emptyWait) {
                        // 必须存在线程等待，才创建连接
                        if (poolingCount >= notEmptyWaitThreadCount //
                                && (!(keepAlive && activeCount + poolingCount < minIdle)) // 在keepAlive场景不能放弃创建
                                && (!initTask) // 线程池初始化时的任务不能放弃创建
                                && !isFailContinuous() // failContinuous时不能放弃创建，否则会无法创建线程
                                && !isOnFatalError() // onFatalError时不能放弃创建，否则会无法创建线程
                        ) {
                            clearCreateTask(taskId);
                            return;
                        }

                        // 防止创建超过maxActive数量的连接
                        if (activeCount + poolingCount >= maxActive) {
                            clearCreateTask(taskId);
                            return;
                        }
                    }
                } finally {
                    lock.unlock();
                }

                PhysicalConnectionInfo physicalConnection = null;

                try {
                    physicalConnection = createPhysicalConnection();
                } catch (OutOfMemoryError e) {
                    LOG.error("create connection OutOfMemoryError, out memory. ", e);

                    errorCount++;
                    if (errorCount > connectionErrorRetryAttempts && timeBetweenConnectErrorMillis > 0) {
                        // fail over retry attempts
                        setFailContinuous(true);
                        if (failFast) {
                            lock.lock();
                            try {
                                notEmpty.signalAll();
                            } finally {
                                lock.unlock();
                            }
                        }

                        if (breakAfterAcquireFailure) {
                            lock.lock();
                            try {
                                clearCreateTask(taskId);
                            } finally {
                                lock.unlock();
                            }
                            return;
                        }

                        this.errorCount = 0; // reset errorCount
                        if (closing || closed) {
                            lock.lock();
                            try {
                                clearCreateTask(taskId);
                            } finally {
                                lock.unlock();
                            }
                            return;
                        }

                        createSchedulerFuture = createScheduler.schedule(this, timeBetweenConnectErrorMillis, TimeUnit.MILLISECONDS);
                        return;
                    }
                } catch (SQLException e) {
                    LOG.error("create connection SQLException, url: " + jdbcUrl, e);

                    errorCount++;
                    if (errorCount > connectionErrorRetryAttempts && timeBetweenConnectErrorMillis > 0) {
                        // fail over retry attempts
                        setFailContinuous(true);
                        if (failFast) {
                            lock.lock();
                            try {
                                notEmpty.signalAll();
                            } finally {
                                lock.unlock();
                            }
                        }

                        if (breakAfterAcquireFailure) {
                            lock.lock();
                            try {
                                clearCreateTask(taskId);
                            } finally {
                                lock.unlock();
                            }
                            return;
                        }

                        this.errorCount = 0; // reset errorCount
                        if (closing || closed) {
                            lock.lock();
                            try {
                                clearCreateTask(taskId);
                            } finally {
                                lock.unlock();
                            }
                            return;
                        }

                        createSchedulerFuture = createScheduler.schedule(this, timeBetweenConnectErrorMillis, TimeUnit.MILLISECONDS);
                        return;
                    }
                } catch (RuntimeException e) {
                    LOG.error("create connection RuntimeException", e);
                    // unknow fatal exception
                    setFailContinuous(true);
                    continue;
                } catch (Error e) {
                    lock.lock();
                    try {
                        clearCreateTask(taskId);
                    } finally {
                        lock.unlock();
                    }
                    LOG.error("create connection Error", e);
                    // unknow fatal exception
                    setFailContinuous(true);
                    break;
                } catch (Throwable e) {
                    lock.lock();
                    try {
                        clearCreateTask(taskId);
                    } finally {
                        lock.unlock();
                    }

                    LOG.error("create connection unexecpted error.", e);
                    break;
                }

                if (physicalConnection == null) {
                    continue;
                }

                physicalConnection.createTaskId = taskId;
                boolean result = put(physicalConnection);
                if (!result) {
                    JdbcUtils.close(physicalConnection.getPhysicalConnection());
                    LOG.info("put physical connection to pool failed.");
                }
                break;
            }
        }
    }
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CreateConnectionTask主要是创建physicalConnection，然后放到connections中。在emptyWait为true的时候会根据条件执行empty.await()

CreateConnectionThread

    public class CreateConnectionThread extends Thread {
        public CreateConnectionThread(String name) {
            super(name);
            this.setDaemon(true);
        }

        public void run() {
            initedLatch.countDown();

            long lastDiscardCount = 0;
            int errorCount = 0;
            for (; ; ) {
                // addLast
                try {
                    lock.lockInterruptibly();
                } catch (InterruptedException e2) {
                    break;
                }

                long discardCount = DruidDataSource.this.discardCount;
                boolean discardChanged = discardCount - lastDiscardCount > 0;
                lastDiscardCount = discardCount;

                try {
                    boolean emptyWait = true;

                    if (createError != null
                            && poolingCount == 0
                            && !discardChanged) {
                        emptyWait = false;
                    }

                    if (emptyWait
                            && asyncInit && createCount < initialSize) {
                        emptyWait = false;
                    }

                    if (emptyWait) {
                        // 必须存在线程等待，才创建连接
                        if (poolingCount >= notEmptyWaitThreadCount //
                                && (!(keepAlive && activeCount + poolingCount < minIdle))
                                && !isFailContinuous()
                        ) {
                            empty.await();
                        }

                        // 防止创建超过maxActive数量的连接
                        if (activeCount + poolingCount >= maxActive) {
                            empty.await();
                            continue;
                        }
                    }

                } catch (InterruptedException e) {
                    lastCreateError = e;
                    lastErrorTimeMillis = System.currentTimeMillis();

                    if ((!closing) && (!closed)) {
                        LOG.error("create connection Thread Interrupted, url: " + jdbcUrl, e);
                    }
                    break;
                } finally {
                    lock.unlock();
                }

                PhysicalConnectionInfo connection = null;

                try {
                    connection = createPhysicalConnection();
                } catch (SQLException e) {
                    LOG.error("create connection SQLException, url: " + jdbcUrl + ", errorCode " + e.getErrorCode()
                            + ", state " + e.getSQLState(), e);

                    errorCount++;
                    if (errorCount > connectionErrorRetryAttempts && timeBetweenConnectErrorMillis > 0) {
                        // fail over retry attempts
                        setFailContinuous(true);
                        if (failFast) {
                            lock.lock();
                            try {
                                notEmpty.signalAll();
                            } finally {
                                lock.unlock();
                            }
                        }

                        if (breakAfterAcquireFailure) {
                            break;
                        }

                        try {
                            Thread.sleep(timeBetweenConnectErrorMillis);
                        } catch (InterruptedException interruptEx) {
                            break;
                        }
                    }
                } catch (RuntimeException e) {
                    LOG.error("create connection RuntimeException", e);
                    setFailContinuous(true);
                    continue;
                } catch (Error e) {
                    LOG.error("create connection Error", e);
                    setFailContinuous(true);
                    break;
                }

                if (connection == null) {
                    continue;
                }

                boolean result = put(connection);
                if (!result) {
                    JdbcUtils.close(connection.getPhysicalConnection());
                    LOG.info("put physical connection to pool failed.");
                }

                errorCount = 0; // reset errorCount

                if (closing || closed) {
                    break;
                }
            }
        }
    }
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CreateConnectionThread的逻辑与CreateConnectionTask有点类似，有不少重复的代码，不像是同一个人写的；CreateConnectionThread是在DruidDataSource的init方法中触发createAndStartCreatorThread执行的，看只执行一次

shrink

    public void shrink(boolean checkTime, boolean keepAlive) {
        try {
            lock.lockInterruptibly();
        } catch (InterruptedException e) {
            return;
        }

        boolean needFill = false;
        int evictCount = 0;
        int keepAliveCount = 0;
        int fatalErrorIncrement = fatalErrorCount - fatalErrorCountLastShrink;
        fatalErrorCountLastShrink = fatalErrorCount;

        try {
            if (!inited) {
                return;
            }

            final int checkCount = poolingCount - minIdle;
            final long currentTimeMillis = System.currentTimeMillis();
            for (int i = 0; i < poolingCount; ++i) {
                DruidConnectionHolder connection = connections[i];

                if ((onFatalError || fatalErrorIncrement > 0) && (lastFatalErrorTimeMillis > connection.connectTimeMillis)) {
                    keepAliveConnections[keepAliveCount++] = connection;
                    continue;
                }

                if (checkTime) {
                    if (phyTimeoutMillis > 0) {
                        long phyConnectTimeMillis = currentTimeMillis - connection.connectTimeMillis;
                        if (phyConnectTimeMillis > phyTimeoutMillis) {
                            evictConnections[evictCount++] = connection;
                            continue;
                        }
                    }

                    long idleMillis = currentTimeMillis - connection.lastActiveTimeMillis;

                    if (idleMillis < minEvictableIdleTimeMillis
                            && idleMillis < keepAliveBetweenTimeMillis
                    ) {
                        break;
                    }

                    if (idleMillis >= minEvictableIdleTimeMillis) {
                        if (checkTime && i < checkCount) {
                            evictConnections[evictCount++] = connection;
                            continue;
                        } else if (idleMillis > maxEvictableIdleTimeMillis) {
                            evictConnections[evictCount++] = connection;
                            continue;
                        }
                    }

                    if (keepAlive && idleMillis >= keepAliveBetweenTimeMillis) {
                        keepAliveConnections[keepAliveCount++] = connection;
                    }
                } else {
                    if (i < checkCount) {
                        evictConnections[evictCount++] = connection;
                    } else {
                        break;
                    }
                }
            }

            int removeCount = evictCount + keepAliveCount;
            if (removeCount > 0) {
                System.arraycopy(connections, removeCount, connections, 0, poolingCount - removeCount);
                Arrays.fill(connections, poolingCount - removeCount, poolingCount, null);
                poolingCount -= removeCount;
            }
            keepAliveCheckCount += keepAliveCount;

            if (keepAlive && poolingCount + activeCount < minIdle) {
                needFill = true;
            }
        } finally {
            lock.unlock();
        }

        if (evictCount > 0) {
            for (int i = 0; i < evictCount; ++i) {
                DruidConnectionHolder item = evictConnections[i];
                Connection connection = item.getConnection();
                JdbcUtils.close(connection);
                destroyCountUpdater.incrementAndGet(this);
            }
            Arrays.fill(evictConnections, null);
        }

        if (keepAliveCount > 0) {
            // keep order
            for (int i = keepAliveCount - 1; i >= 0; --i) {
                DruidConnectionHolder holer = keepAliveConnections[i];
                Connection connection = holer.getConnection();
                holer.incrementKeepAliveCheckCount();

                boolean validate = false;
                try {
                    this.validateConnection(connection);
                    validate = true;
                } catch (Throwable error) {
                    if (LOG.isDebugEnabled()) {
                        LOG.debug("keepAliveErr", error);
                    }
                    // skip
                }

                boolean discard = !validate;
                if (validate) {
                    holer.lastKeepTimeMillis = System.currentTimeMillis();
                    boolean putOk = put(holer, 0L, true);
                    if (!putOk) {
                        discard = true;
                    }
                }

                if (discard) {
                    try {
                        connection.close();
                    } catch (Exception e) {
                        // skip
                    }

                    lock.lock();
                    try {
                        discardCount++;

                        if (activeCount + poolingCount <= minIdle) {
                            emptySignal();
                        }
                    } finally {
                        lock.unlock();
                    }
                }
            }
            this.getDataSourceStat().addKeepAliveCheckCount(keepAliveCount);
            Arrays.fill(keepAliveConnections, null);
        }

        if (needFill) {
            lock.lock();
            try {
                int fillCount = minIdle - (activeCount + poolingCount + createTaskCount);
                for (int i = 0; i < fillCount; ++i) {
                    emptySignal();
                }
            } finally {
                lock.unlock();
            }
        } else if (onFatalError || fatalErrorIncrement > 0) {
            lock.lock();
            try {
                emptySignal();
            } finally {
                lock.unlock();
            }
        }
    }
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DestroyConnectionThread就是每隔timeBetweenEvictionRunsMillis执行一下destroyTask，而DestroyTask的run方法主要是执行shrink(true, keepAlive)
shrink方法会根据poolingCount遍历connections，在checkTime为true时会根据idleMillis判断是否需要evict，否则判断是否需要keepalive(keepAlive && idleMillis >= keepAliveBetweenTimeMillis)，需要的话放入keepAliveConnections中，然后遍历进行validateConnection，如果成功则更新lastKeepTimeMillis，否则执行connection.close()，最后清空keepAliveConnections数组

小结

DestroyConnectionThread就是每隔timeBetweenEvictionRunsMillis执行一下destroyTask，而DestroyTask的run方法主要是执行shrink(true, keepAlive)；该方法处理了evict及keepalive的逻辑，根据poolingCount遍历connections，在checkTime为true时会根据idleMillis判断是否需要evict，否则判断是否需要keepalive(keepAlive && idleMillis >= keepAliveBetweenTimeMillis)，需要的话放入keepAliveConnections中，然后遍历进行validateConnection，如果成功则更新lastKeepTimeMillis，否则执行connection.close()，最后清空keepAliveConnections数组。

jedis的keepalive是直接设置socket.setKeepAlive(true)，而common-pools则没有所谓的keepalive，本质上druid的keepalive与common-pools的testWhileIdle类似；只不过druid直接在getConnection的时候执行testWhileIdle，这个逻辑有点奇怪，如果移除掉，而在shrink方法里头的keepAlive逻辑删除keepAliveBetweenTimeMillis判断，那么就跟common-pools的testWhileIdle的逻辑一致了。druid的keepalive相当于带了keepAliveBetweenTimeMillis的testWhileIdle。

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