Showing posts with label nutch. Show all posts
Showing posts with label nutch. Show all posts

Saturday, July 22, 2017

How to let Apache Nutch index the results via ElasticSearch over REST API.

In my work, we used Apache Nutch to fetch and parse some data from various websites. The data is pretty huge, so we need to index this on ElasticSearch. In my initial prototypes, I discovered that we can't use AWS ElasticSearch because AWS doesn't expose the native transport protocol; we can only talk to it via its RESTful API. In the official Nutch releases (v2.3.1 and v1.13, as of July 22, 2017), the plugin for ES doesn't support the RESTful API. When I checked the source code though, I was quite surprised that there's another plugin for this. Unfortunately, there's zero documentation on this, so I wish these notes would help others. Note: the URL regex config and HTTP options need to be set too, the IP addresses need to be whitelisted, etc... just leave a comment in case I miss something.

OS used for this experiment: Ubuntu 16.04.2 LTS

Install Java

add-apt-repository ppa:webupd8team/java
apt-get update
apt-get install oracle-java8-installer

Install ant

apt-get install ant

Increase the ulimit settings

(TODO: these settings should survive a reboot; just edit /etc/sysctl.conf or something)
ulimit  -f unlimited \
        -t unlimited \
        -v unlimited \
        -n 64000 \
        -m unlimited \
        -u 64000

Install Apache Nutch

Download the source code

git clone https://github.com/apache/nutch.git

Build

ant clean runtime

Put this inside runtime/local/config/nutch-site.xml:
<?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>

<configuration>
  <property>
    <name>http.agent.name</name>
    <value>Spiderman</value>
  </property>

  <property>
    <name>plugin.includes</name>
    <value>protocol-(http|httpclient)|urlfilter-regex|index-(basic|more)|query-(basic|site|url|lang)|indexer-elastic|indexer-elastic-rest|nutch-extensionpoints|parse-(text|html|msexcel|msword|mspowerpoint|pdf)|summary-basic|scoring-opic|urlnormalizer-(pass|regex|basic)|parse-(html|tika|metatags)|index-(basic|anchor|more|metadata)</value>
  </property>

  <property>
    <name>parser.character.encoding.default</name>
    <value>utf-8</value>
  </property>

  <property>
    <name>elastic.rest.host</name>
    <value>aws-elastic-search-endpoint.example.org</value>
  </property>

  <property>
    <name>elastic.rest.port</name>
    <value>443</value>
  </property>

  <property>
    <name>elastic.rest.index</name>
    <value>nutch</value>
  </property>

  <property>
    <name>elastic.rest.type</name>
    <value>doc</value>
  </property>

  <property>
    <name>elastic.rest.https</name>
    <value>true</value>
  </property>

  <property>
    <name>elastic.rest.trustallhostnames</name>
    <value>false</value>
  </property>

</configuration>

Make sure to whitelist your IP address first in AWS ElasticSearch’s policy settings. Yikes it's 7:11AM now... need to sleep. Hahaha... :p

Thursday, July 13, 2017

Setting up Apache Nutch v2.3.1 on Ubuntu with MongoDB and ElasticSearch

These are my notes for installing Apache Nutch v2.3.1 on Ubuntu in my work. We'll probably not use Nutch 2.3 because AWS ElasticSearch doesn't support the native transport protocol (it only supports the REST API, and it exposes it in a non-standard manner on port 80); thus we'll have a hard time indexing the data unless we maintain the servers ourselves. We can probably use AWS CloudSearch, but Nutch 2.3 doesn't have a plugin for it, unlike Nutch 1.13.

Anyway, there are lots of similar HOWTOs out there, but this one points to specific versions and URLs so you can just copy and paste these to get your system up and running in a few minutes.

OS used for this experiment: Ubuntu 16.04.2 LTS

Make sure that Ubuntu is the latest version

apt-get update
apt-get dist-upgrade
reboot #if necessary

Updating to the latest version is needed to fix the glibc bug that affects MongoDB. It’s probably not required anymore, but it’s good to be safe.

Install Java

add-apt-repository ppa:webupd8team/java
apt-get update
apt-get install oracle-java8-installer

Install ant

apt-get install ant

Increase the ulimit settings

(TODO: these settings should survive a reboot)
ulimit  -f unlimited \
        -t unlimited \
        -v unlimited \
        -n 64000 \
        -m unlimited \
        -u 64000

Install MongoDB

apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 0C49F3730359A14518585931BC711F9BA15703C6

echo "deb [ arch=amd64,arm64 ] http://repo.mongodb.org/apt/ubuntu xenial/mongodb-org/3.4 multiverse" | sudo tee /etc/apt/sources.list.d/mongodb-org-3.4.list

apt-get update
apt-get install mongodb-org

service mongod start

echo "use nutch" | mongo

Install Apache Nutch

Download and extract

wget http://apache.cs.utah.edu/nutch/2.3.1/apache-nutch-2.3.1-src.tar.gz
tar xvf apache-nutch-2.3.1-src.tar.gz

Edit the configs

Uncomment this line at apache-nutch-2.3.1/ivy.xml:
<dependency org="org.apache.gora" name="gora-mongodb" rev="0.6.1" conf="*->default" />

Uncomment these lines at apache-nutch-2.3.1/runtime/local/conf/gora.properties:
gora.datastore.default=org.apache.gora.mongodb.store.MongoStore
gora.mongodb.override_hadoop_configuration=false
gora.mongodb.mapping.file=/gora-mongodb-mapping.xml
gora.mongodb.servers=localhost:27017
gora.mongodb.db=nutch

Build Apache Nutch

ant runtime #needs to be run in the top directory

Install ElasticSearch

Setup ElasticSearch on AWS
Create a new AWS ElasticSearch domain and whitelist the server(s) where Apache Nutch is installed. AWS ElasticSearch doesn’t support the native transport protocol (port 9300). We may be able to use AWS if Nutch supports the HTTP REST protocol. Needs more research.

Manual Installation
# It's possible to use the latest version, ES5, but you need to update the indexer.

wget -qO - https://packages.elastic.co/GPG-KEY-elasticsearch | sudo apt-key add -
echo "deb http://packages.elastic.co/elasticsearch/1.7/debian stable main" | sudo tee -a /etc/apt/sources.list.d/elasticsearch-1.7.list
apt-get update && sudo apt-get install elasticsearch

Edit /etc/elasticsearch/elasticsearch.yaml and put this:
network.host: 127.0.0.1
cluster.name: nutch
node.name: nutch1

Finish up
update-rc.d elasticsearch defaults
/etc/init.d/elasticsearch restart

Install Kibana (optional, didn't install this since curl works fine)

echo "deb http://packages.elastic.co/kibana/4.4/debian stable main" | sudo tee -a /etc/apt/sources.list.d/kibana-4.4.x.list

apt-get update && sudo apt-get install kibana

Put this inside apache-nutch-2.3.1/runtime/local/conf/nutch-site.xml

<?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>

<configuration>
  <property>
    <name>storage.data.store.class</name>
    <value>org.apache.gora.mongodb.store.MongoStore</value>
    <description>Default class for storing data</description>
  </property>

  <property>
    <name>http.agent.name</name>
    <value>Spiderman</value>
  </property>

  <property>
    <name>plugin.includes</name>
    <value>protocol-(http|httpclient)|urlfilter-regex|index-(basic|more)|query-(basic|site|url|lang)|indexer-elastic|nutch-extensionpoints|parse-(text|html|msexcel|msword|mspowerpoint|pdf)|summary-basic|scoring-opic|urlnormalizer-(pass|regex|basic)|parse-(html|tika|metatags)|index-(basic|anchor|more|metadata)</value>
  </property>
  <property>
    <name>elastic.host</name>
    <value>127.0.0.1</value>
  </property>

  <property>
    <name>elastic.port</name>
    <value>9300</value>
  </property>

  <property>
    <name>elastic.cluster</name>
    <value>nutch</value>
  </property>

  <property>
    <name>elastic.index</name>
    <value>nutch</value>
  </property>

  <property>
    <name>parser.character.encoding.default</name>
    <value>utf-8</value>
  </property>

  <property>
    <name>http.content.limit</name>
    <value>6553600</value>
  </property>

  <property>
    <name>elastic.max.bulk.docs</name>
    <value>2000</value>
  </property>

  <property>
    <name>elastic.max.bulk.size</name>
    <value>2500500</value>
  </property>

</configuration>