n: 数据规模
k:“桶”的个数
In-place: 占用常数内存，不占用额外内存
Out-place: 占用额外内存
稳定性：排序后2个相等键值的顺序和排序之前它们的顺序相同

var a = [3,44,38,5,47,15,36,26,27,2,46,4,19,50,48]

function bubbleSort(arr) {
    var len = arr.length;
    for (var i = 0; i < len; i++) {
        for (var j = 0; j < len - 1 - i; j++) {
            if (arr[j] > arr[j + 1]) { //相邻元素两两对比
                var temp = arr[j + 1]; //元素交换
                arr[j + 1] = arr[j];
                arr[j] = temp;
            }
        }
    }
    return arr;
}

function selectionSort(arr) {
    var len = arr.length;
    var minIndex, temp;
    for (var i = 0; i < len - 1; i++) {
        minIndex = i;
        for (var j = i + 1; j < len; j++) {
            if (arr[j] < arr[minIndex]) { //寻找最小的数
                minIndex = j; //将最小数的索引保存
            }
        }
        temp = arr[i];
        arr[i] = arr[minIndex];
        arr[minIndex] = temp;
    }
    return arr;
}

function insertionSort(arr) {
    var len = arr.length;
    var preIndex, current;
    for (var i = 1; i < len; i++) {
        preIndex = i - 1;
        current = arr[i];
        while (preIndex >= 0 && arr[preIndex] > current) {
            arr[preIndex + 1] = arr[preIndex];
            preIndex--;
        }
        arr[preIndex + 1] = current;
    }
    return arr;
}

function shellSort(arr) {
    var len = arr.length,
        temp,
        gap = 1;
    while (gap < len / 3) { //动态定义间隔序列
        gap = gap * 3 + 1;
    }
    for (gap; gap > 0; gap = Math.floor(gap / 3)) {
        for (var i = gap; i < len; i++) {
            temp = arr[i];
            for (var j = i - gap; j >= 0 && arr[j] > temp; j -= gap) {
                arr[j + gap] = arr[j];
            }
            arr[j + gap] = temp;
        }
    }
    return arr;
}

function mergeSort(arr) { //采用自上而下的递归方法
    var len = arr.length;
    if (len < 2) {
        return arr;
    }
    var middle = Math.floor(len / 2),
        left = arr.slice(0, middle),
        right = arr.slice(middle);
    return merge(mergeSort(left), mergeSort(right));
}

function merge(left, right) {
    var result = [];

    while (left.length && right.length) {
        if (left[0] <= right[0]) {
            result.push(left.shift());
        } else {
            result.push(right.shift());
        }
    }

    while (left.length)
        result.push(left.shift());

    while (right.length)
        result.push(right.shift());

    return result;
}

function quickSort(arr, left, right) {
    var len = arr.length,
        partitionIndex,
        left = typeof left != 'number' ? 0 : left,
        right = typeof right != 'number' ? len - 1 : right;

    if (left < right) {
        partitionIndex = partition(arr, left, right);
        quickSort(arr, left, partitionIndex - 1);
        quickSort(arr, partitionIndex + 1, right);
    }
    return arr;
}

function partition(arr, left, right) { //分区操作
    var pivot = left, //设定基准值（pivot）
        index = pivot + 1;
    for (var i = index; i <= right; i++) {
        if (arr[i] < arr[pivot]) {
            swap(arr, i, index);
            index++;
        }
    }
    swap(arr, pivot, index - 1);
    return index - 1;
}

function swap(arr, i, j) {
    var temp = arr[i];
    arr[i] = arr[j];
    arr[j] = temp;
}

var len; //因为声明的多个函数都需要数据长度，所以把len设置成为全局变量

function buildMaxHeap(arr) { //建立大顶堆
    len = arr.length;
    for (var i = Math.floor(len / 2); i >= 0; i--) {
        heapify(arr, i);
    }
}

function heapify(arr, i) { //堆调整
    var left = 2 * i + 1,
        right = 2 * i + 2,
        largest = i;

    if (left < len && arr[left] > arr[largest]) {
        largest = left;
    }

    if (right < len && arr[right] > arr[largest]) {
        largest = right;
    }

    if (largest != i) {
        swap(arr, i, largest);
        heapify(arr, largest);
    }
}

function swap(arr, i, j) {
    var temp = arr[i];
    arr[i] = arr[j];
    arr[j] = temp;
}

function heapSort(arr) {
    buildMaxHeap(arr);

    for (var i = arr.length - 1; i > 0; i--) {
        swap(arr, 0, i);
        len--;
        heapify(arr, 0);
    }
    return arr;
}

function countingSort(arr, maxValue) {
    var bucket = new Array(maxValue + 1),
        sortedIndex = 0;
    arrLen = arr.length,
        bucketLen = maxValue + 1;

    for (var i = 0; i < arrLen; i++) {
        if (!bucket[arr[i]]) {
            bucket[arr[i]] = 0;
        }
        bucket[arr[i]]++;
    }

    for (var j = 0; j < bucketLen; j++) {
        while (bucket[j] > 0) {
            arr[sortedIndex++] = j;
            bucket[j]--;
        }
    }

    return arr;
}

function bucketSort(arr, bucketSize) {
    if (arr.length === 0) {
        return arr;
    }

    var i;
    var minValue = arr[0];
    var maxValue = arr[0];
    for (i = 1; i < arr.length; i++) {
        if (arr[i] < minValue) {
            minValue = arr[i]; //输入数据的最小值
        } else if (arr[i] > maxValue) {
            maxValue = arr[i]; //输入数据的最大值
        }
    }

    //桶的初始化
    var DEFAULT_BUCKET_SIZE = 5; //设置桶的默认数量为5
    bucketSize = bucketSize || DEFAULT_BUCKET_SIZE;
    var bucketCount = Math.floor((maxValue - minValue) / bucketSize) + 1;
    var buckets = new Array(bucketCount);
    for (i = 0; i < buckets.length; i++) {
        buckets[i] = [];
    }

    //利用映射函数将数据分配到各个桶中
    for (i = 0; i < arr.length; i++) {
        buckets[Math.floor((arr[i] - minValue) / bucketSize)].push(arr[i]);
    }

    arr.length = 0;
    for (i = 0; i < buckets.length; i++) {
        insertionSort(buckets[i]); //对每个桶进行排序，这里使用了插入排序
        for (var j = 0; j < buckets[i].length; j++) {
            arr.push(buckets[i][j]);
        }
    }

    return arr;
}

var counter = [];

function radixSort(arr, maxDigit) {
    var mod = 10;
    var dev = 1;
    for (var i = 0; i < maxDigit; i++, dev *= 10, mod *= 10) {
        for (var j = 0; j < arr.length; j++) {
            var bucket = parseInt((arr[j] % mod) / dev);
            if (counter[bucket] == null) {
                counter[bucket] = [];
            }
            counter[bucket].push(arr[j]);
        }
        var pos = 0;
        for (var j = 0; j < counter.length; j++) {
            var value = null;
            if (counter[j] != null) {
                while ((value = counter[j].shift()) != null) {
                    arr[pos++] = value;
                }
            }
        }
    }
    return arr;
}

centos http://www.centoscn.com/CentosSoft/
jdk1.7 http://www.oracle.com/technetwork/java/javase/downloads/jdk7-downloads-1880260.html
hadoop http://apache.fayea.com/hadoop/common/

修改eth0
cat /etc/sysconfig/network-scripts/ifcfg-eth0

DEVICE=eth0
TYPE=Ethernet
ONBOOT=yes
BOOTPROTO=static
IPADDR=192.168.1.101
NETMASK=255.255.255.0
GATEWAY=192.168.1.1

关闭iptables
service iptables stop
chkconfig iptables off

# selinux 关闭
/etc/selinux/config
SELINUX=disabled

配置dns
/etc/resolv.conf
nameserver 180.168.255.118

rm -f /etc/udev/rules.d/70-persistent-net.rules #mac地址conf

mount -t vboxsf BaiduShare /mnt/bdshare/

jdk 安装配置
rpm -ivh jdk-7u79-linux-x64.rpm
cd /usr/java/
vi ~/.bashrc
export JAVA_HOME=/usr/java/latest
export PATH=$PATH:$JAVA_HOME/bin
env | grep JAVA
reboot
env | grep JAVA

wget http://apache.fayea.com/hadoop/common/hadoop-2.5.2/hadoop-2.5.2.tar.gz
md5sum hadoop-2.6.0.tar.gz | tr "a-z" "A-Z"
tar -zxvf hadoop-2.5.2.tar.gz
ln -sf hadoop-2.5.2 hadoop #链接

vi ~/.bashrc
export JAVA_HOME=/usr/java/latest
export HADOOP_HOME=/bao/hadoop
export PATH=$PATH:$JAVA_HOME/bin:$HADOOP_HOME/bin:$HADOOP_HOME/sbin

ssh-keygen -t dsa -P '' -f ~/.ssh/id_dsa
cat ~/.ssh/id_dsa.pub >> ~/.ssh/authorized_keys

C:\Windows\System32\drivers\etc\hosts
vi /etc/hosts
192.168.1.201   hadoop1

vi core-site.xml # /bao/hadoop/etc/hadoop
<configuration>
        <property>
                <name>fs.default.name</name>
                <value>hdfs://hadoop1:9000</value>
        </property>
</configuration>

vi hdfs-site.xml # /bao/hadoop/etc/hadoop
<configuration>
    <property>
        <name>dfs.name.dir</name>
        <value>/hdata/namenode</value>
    </property>
    <property>
        <name>dfs.data.dir</name>
        <value>/hdata/datanode</value>
    </property>
    <property>
        <name>dfs.tmp.dir</name>
        <value>/hdata/tmp</value>
    </property>
    <property>
        <name>dfs.replication</name>
        <value>1</value><!-- 大约0  0:Requested replication 0 is less than the required minimum 1 -->
    </property>
</configuration>

vi slaves # /bao/hadoop/etc/hadoop
hadoop1

hdfs namenode -format

start-dfs.sh
stop-dfs.sh

jps #看进程
netstat -anp | grep java

cd /bao/hadoop/logs
tail -n50 -f hadoop-root-namenode-localhost.localdomain.log

hdfs dfs -put /bao/hadoop-2.5.2.tar.gz /
hdfs dfs -ls /

hostnamectl set-hostname hadoop2

vi hdfs-site.xml # /bao/hadoop/etc/hadoop
<configuration>
    <property>
        <name>dfs.name.dir</name>
        <value>/hdata/namenode</value>
    </property>
    <property>
        <name>dfs.data.dir</name>
        <value>/hdata/datanode</value>
    </property>
    <property>
        <name>dfs.tmp.dir</name>
        <value>/hdata/tmp</value>
    </property>
    <property>
        <name>dfs.replication</name>
        <value>2</value><!-- 大约0  0:Requested replication 0 is less than the required minimum 1 -->
    </property>
</configuration>

vi slaves # /bao/hadoop/etc/hadoop
hadoop1
hadoop2

cd /hdata
rm -rf *

stop-dfs.sh
hdfs namenode -format
start-dfs.sh

# http://192.168.1.201:50070/dfshealth.html#tab-datanode
检查是不是有两个 Node

#hadoop checknative -a #检查
#warn

yum -y install  svn   ncurses-devel   gcc*
yum -y install lzo-devel zlib-devel autoconf    automake    libtool    cmake     openssl –devel

#安装 protobuf（不安装，编译将无法完成）
Hadoop使用protocol buffer进行通信，需要下载和安装protobhf-2.5.0.tar.gz
cd   protobuf - 2.5.0
./configure
make
make install
protoc –-version

cd /hadoop-2.5.2-src
mvn package -Pdist,native -DskipTests -Dtar

export HADOOP_MAPRED_HOME=$HADOOP_HOME
export HADOOP_COMMON_HOME=$HADOOP_HOME
export HADOOP_HDFS_HOME=$HADOOP_HOME
export YARN_HOME=$HADOOP_HOME
export HADOOP_COMMON_LIB_NATIVE_DIR="/app/hadoop/lib/native"
export HADOOP_OPTS="-Djava.library.path=/app/hadoop/lib/native"

eclipse-jee-luna-R-win32-x86_64.zip
jdk-7u45-nb-7_4-windows-x64.exe

A:\eclipse\eclipse.ini
-vm
C:\Program Files\Java\jdk1.7.0_45\bin

Help -> Eclipse Marketplace
Search jetty
Run-Jetty-Run install

File -> New -> Maven Project
maven-archetype-webapp

web -> Bulid Path -> Configure Bulid Path
Jave Bulid Path -> Soure -> 2个missing 的 Remove

web -> Source Foloer
    src/main/java
    src/main/test

web -> Bulid Path -> Configure Bulid Path
Jave Bulid Path -> Output folder -> target/classes * 3

Peferences -> jre -> Installed JREs -> Check version

web -> Bulid Path -> Configure Bulid Path
Libraries -> JRE -> Edit -> Workspace default JRE