摘要：背景因?yàn)閷W(xué)習(xí)分布式爬蟲而需要在和上進(jìn)行數(shù)據(jù)存取。操作系統(tǒng)需要為爬蟲準(zhǔn)備存放的的以及用于存放爬取任務(wù)的。三準(zhǔn)備參考的是通過安裝的，系統(tǒng)本身的并沒有包含，所以需要額外指定安裝源或者使用安裝。按照官方文檔進(jìn)行用戶的創(chuàng)建并開啟服務(wù)。

背景：因?yàn)閷W(xué)習(xí)分布式爬蟲而需要在hadoop和mongodb上進(jìn)行數(shù)據(jù)存取。
操作系統(tǒng)：tumbleweed update to 20180420+

需要為爬蟲準(zhǔn)備html存放的hadoop的dfs以及用于存放爬取任務(wù)的mongodb。雖然課件已經(jīng)包含redis部分，但實(shí)際課程的進(jìn)度代碼并沒有跟上，所以先解決這兩個問題。

一、準(zhǔn)備hadoop環(huán)境

首先，按照官方要求進(jìn)行單機(jī)版的安裝
http://hadoop.apache.org/docs...

Hadoop: Setting up a Single Node Cluster.

Purpose
Prerequisites
    Supported Platforms
    Required Software
    Installing Software
Download
Prepare to Start the Hadoop Cluster
Standalone Operation
Pseudo-Distributed Operation
    Configuration
    Setup passphraseless ssh
    Execution
    YARN on a Single Node
Fully-Distributed Operation

Purpose

This document describes how to set up and configure a single-node Hadoop installation so that you can quickly perform simple operations using Hadoop MapReduce and the Hadoop Distributed File System (HDFS).
Prerequisites
Supported Platforms

GNU/Linux is supported as a development and production platform.
Hadoop has been demonstrated on GNU/Linux clusters with 2000 nodes.

Windows is also a supported platform but the followings steps are for Linux only. To set up Hadoop on Windows, see wiki page.

Required Software

Required software for Linux include:

Java? must be installed. Recommended Java versions are described at
HadoopJavaVersions.

ssh must be installed and sshd must be running to use the Hadoop scripts that manage remote Hadoop daemons if the optional start and
stop scripts are to be used. Additionally, it is recommmended that
pdsh also be installed for better ssh resource management.

Installing Software

If your cluster doesn’t have the requisite software you will need to install it.

For example on Ubuntu Linux:

  $ sudo apt-get install ssh
  $ sudo apt-get install pdsh

Download

To get a Hadoop distribution, download a recent stable release from one of the Apache Download Mirrors.
Prepare to Start the Hadoop Cluster

Unpack the downloaded Hadoop distribution. In the distribution, edit the file etc/hadoop/hadoop-env.sh to define some parameters as follows:

# set to the root of your Java installation

export JAVA_HOME=/usr/java/latest

Try the following command:

$ bin/hadoop

This will display the usage documentation for the hadoop script.

Now you are ready to start your Hadoop cluster in one of the three supported modes:

Local (Standalone) Mode
Pseudo-Distributed Mode
Fully-Distributed Mode

Standalone Operation

By default, Hadoop is configured to run in a non-distributed mode, as a single Java process. This is useful for debugging.

The following example copies the unpacked conf directory to use as input and then finds and displays every match of the given regular expression. Output is written to the given output directory.

  $ mkdir input
  $ cp etc/hadoop/*.xml input
  $ bin/hadoop jar share/hadoop/mapreduce/hadoop-mapreduce-examples-3.1.0.jar grep input output "dfs[a-z.]+"
  $ cat output/*

至此單機(jī)版安裝完成，嘗試連接失敗，在小象問答中得到的答復(fù)：

配置文件就是在etc下，你可以通過執(zhí)行hadoop
classpath命令，判斷當(dāng)前hadoop能識別的classpath都有哪些，如果已經(jīng)包含了你的配置文件所在的目錄，配置文件就是可以被識別的。
3.0版本的HDFS的默認(rèn)監(jiān)聽端口不再是50070，而是9870。   你可以先執(zhí)行jps看下namenode進(jìn)程的進(jìn)程號，然后執(zhí)行netstat -antp | fgrep pid>查看下namenode在監(jiān)聽什么端口。   如果連namenode服務(wù)都沒啟動起來，需要查看日志排查未啟動成功的原因。

第一個問題：按照參考配置，etc下hdfs-site.xml和core-site.xml打開后內(nèi)容都是空的。

第二個問題：jps命令不存在，需要安裝openjdk-devel包才可以。

第三個問題：netstat命令也不存在，替換命令是ss

解決這些問題后發(fā)現(xiàn)namenode根本沒有啟動，嘗試使用偽分布式部署，繼續(xù)官方文檔如下：

Pseudo-Distributed Operation

Hadoop can also be run on a single-node in a pseudo-distributed mode where each Hadoop daemon runs in a separate Java process.
Configuration

Use the following:

etc/hadoop/core-site.xml:


    
        fs.defaultFS
        hdfs://localhost:9000
    


etc/hadoop/hdfs-site.xml:


    
        dfs.replication
        1
    

Setup passphraseless ssh

Now check that you can ssh to the localhost without a passphrase:

$ ssh localhost

If you cannot ssh to localhost witho$ ssh-keygen -t rsa -P "" -f ~/.ssh/id_rsa
$ cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
$ chmod 0600 ~/.ssh/authorized_keys
ut a passphrase, execute the following commands:

$ ssh-keygen -t rsa -P "" -f ~/.ssh/id_rsa
$ cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
$ chmod 0600 ~/.ssh/authorized_keys

Execution

The following instructions are to run a MapReduce job locally. If you want to execute a job on YARN, see YARN on Single Node.

Format the filesystem:

$ bin/hdfs namenode -format

Start NameNode daemon and DataNode daemon:

$ sbin/start-dfs.sh

The hadoop daemon log output is written to the $HADOOP_LOG_DIR directory (defaults to $HADOOP_HOME/logs).

Browse the web interface for the NameNode; by default it is available at:
NameNode - http://localhost:9870/
Make the HDFS directories required to execute MapReduce jobs:

$ bin/hdfs dfs -mkdir /user
$ bin/hdfs dfs -mkdir /user/
Copy the input files into the distributed filesystem:

  $ bin/hdfs dfs -mkdir input
  $ bin/hdfs dfs -put etc/hadoop/*.xml input

Run some of the examples provided:

$ bin/hadoop jar share/hadoop/mapreduce/hadoop-mapreduce-examples-3.1.0.jar grep input output "dfs[a-z.]+"

Examine the output files: Copy the output files from the distributed filesystem to the local filesystem and examine them:

$ bin/hdfs dfs -get output output
$ cat output/*

or
View the output files on the distributed filesystem:

$ bin/hdfs dfs -cat output/*

When you’re done, stop the daemons with:

$ sbin/stop-dfs.sh

首先要解決的是免密登錄問題：

第一個問題：默認(rèn)下sshd是不啟動的，手工啟動起來。

第二個問題：官方文檔的免密登錄是無效的，正確方法是：https://en.opensuse.org/SDB:OpenSSH_public_key_authentication

如下：

Key generation
If ssh-keygen is used without any arguments, a 2048 bit RSA key will be generated. The private key will be stored under ~/.ssh/id_rsa and the public key under ~/.ssh/id_rsa.pub. Based upon your needs, you can choose to set a password. Leaving the lines blank will cause no password to be set.

$ ssh-keygen 
    Enter file in which to save the key (/home/your_user/.ssh/id_rsa):  
    Enter passphrase (empty for no passphrase):  
    Enter same passphrase again:  
    Your identification has been saved...

Custom key pairs
You might want to use a different size of key (bigger or smaller), DSA or save your key under a different name.
To create a RSA key pair with size 1152 under name /home/your_user/.ssh/my_id:

 $ ssh-keygen -t rsa -b 1152 -f ~/.ssh/my_id 
        Generating public/private rsa key pair.
        Enter passphrase (empty for no passphrase):  
        Enter same passphrase again:  
        Your identification has been saved in /home/your_user/.ssh/my_id.
        Your public key has been saved in /home/your_user/.ssh/my_id.pub.
        ...

If you want to use DSA, you are limited to a 1024 bits key size.

To create a DSA key pair with size 1024 under name /home/your_user/.ssh/id_dsa:

$ ssh-keygen -t dsa -f ~/.ssh/id_dsa 
    Generating public/private dsa key pair.
    Enter passphrase (empty for no passphrase):  
    Enter same passphrase again:  
    Your identification has been saved in /home/your_user/.ssh/id_dsa.
    Your public key has been saved in /home/your_user/.ssh/id_dsa.pub.
    ...

Upload your key
In order to use your generated key for authentication, your public key is to be uploaded. If you did not create a custom key pair, as mentioned above, issue:

$ ssh-copy-id user@ssh.yourserver.org

Password:
Now try logging into the machine, with "ssh "user@ssh.yourserver.org"", and check in:

    ~/.ssh/authorized_keys

to make sure we haven"t added extra keys that you weren"t expecting.

The "user@" part can be omitted if you want to use the same username as you are currently logged in to.

Custom key pairs
If you used one of the above examples to create a custom key, you should use the -i ~./ssh/my_id.pub option, where my_id.pub is to be replaced by your custom key name (Eg. id_dsa.pub).

$ ssh-copy-id -i ~/.ssh/my_id.pub user@ssh.yourserver.org

Custom settings
OpenSSH accepts public key authentication by default. You only need to alter the following settings if you are using a custom keypair or if you want to disable Password authentication completely.

SSHD settings (server)
Warning Since openSSH 5.4 (which comes with openSUSE 11.3), relative paths in configuration are no longer allowed. When pointing to the authorized_keys file make sure you use %h/ in front of the path. Older versions still can do without.
Edit /etc/ssh/sshd_config (as root) on the server and un-comment options you would like to change. If you like to make sure Public key authentication is used, or change it to no here if you would like to disable this completly:

PubkeyAuthentication yes
To change the path and file name to look for authorized keys. Note that the ssh-copy-id command still imports to %h/.ssh/authorized_keys file, even is this settings is changed. (Client software can"t read sshd_config) :

AuthorizedKeysFile %h/.ssh/authorized_keys

PasswordAuthentication no
UsePAM yes

ChallengeResponseAuthentication no

$ /etc/init.d/sshd restart

IdentityFile ~/.ssh/my_id

    
        dfs.replication
        1
    
    
    
        dfs.permissions
        false
    

from hdfs import *

client = TokenClient("http://127.0.0.1:9870","thanatos",root="/user/thanatos")
client.write("hello.md","Hello, word!")
with client.write("myfile.html") as writer:
    writer.write(b"
hello
")

表操作
show collections
db.mfw.drop()
查詢
db.mfw.find({"stauts":"done"}
db.mfw.find().pretty()
修改
db.mfw.update({"_id" : "http://www.mafengwo.cn"},{$set:{"status":"new"}})
刪除
db.mfw.remove({"_id":"http://www.mafengwo.cn"})

from pymongo import MongoClient

client = MongoClient("127.0.0.1", 27017)
db = client.spider
db.mfw.insert({"_id":"http://www.baidu.com"}, {"$set":"something"})