JarCastingImportant: This project has been stopped since elasticsearch 2.0.
Twitter River Plugin for Elasticsearch
The Twitter river indexes the public twitter stream, aka the hose, and makes it searchable.
Rivers are deprecated and will be removed in the future. Have a look at logstash twitter input.
In order to install the plugin, run:
bin/plugin install elasticsearch/elasticsearch-river-twitter/2.6.0
After installing the plugin you need to restart elasticsearch.
You need to install a version matching your Elasticsearch version:
| Elasticsearch | Twitter River Plugin | Docs |
|---|---|---|
| master | Build from source | See below |
| es-1.x | Build from source | 2.7.0-SNAPSHOT |
| es-1.6 | 2.6.0 | 2.6.0 |
| es-1.5 | 2.5.0 | 2.5.0 |
| es-1.4 | 2.4.2 | 2.4.2 |
| es-1.3 | 2.3.0 | 2.3.0 |
| es-1.2 | 2.2.0 | 2.2.0 |
| es-1.0 | 2.0.0 | 2.0.0 |
| es-0.90 | 1.5.0 | 1.5.0 |
To build a SNAPSHOT version, you need to build it with Maven:
mvn clean install
plugin --install river-twitter \
--url file:target/releases/elasticsearch-river-twitter-X.X.X-SNAPSHOT.zip
Prerequisites
You need to get an OAuth token in order to use Twitter river. Please follow Twitter documentation, basically:
- Login to: https://dev.twitter.com/apps/
- Create a new Twitter application (let's say elasticsearch): https://dev.twitter.com/apps/new You don't need a callback URL.
- When done, click on
Create my access token. - Open
OAuth tooltab and noteConsumer key,Consumer secret,Access tokenandAccess token secret.
Create river
Creating the twitter river can be done using:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"oauth" : {
"consumer_key" : "*** YOUR Consumer key HERE ***",
"consumer_secret" : "*** YOUR Consumer secret HERE ***",
"access_token" : "*** YOUR Access token HERE ***",
"access_token_secret" : "*** YOUR Access token secret HERE ***"
}
},
"index" : {
"index" : "my_twitter_river",
"type" : "status",
"bulk_size" : 100,
"flush_interval" : "5s",
"retry_after" : "10s"
}
}
The above lists all the options controlling the creation of a twitter river.
If you don't define index.index, it will use your river name (my_twitter_river) as the default index name. If you don't define index.type, default status type will be used.
Note that you can define any or all of your oauth settings in elasticsearch.yml file on each node by prefixing setting with river.twitter.:
river.twitter.oauth.consumer_key: "*** YOUR Consumer key HERE ***"
river.twitter.oauth.consumer_secret: "*** YOUR Consumer secret HERE ***"
river.twitter.oauth.access_token: "*** YOUR Access token HERE ***"
river.twitter.oauth.access_token_secret: "*** YOUR Access token secret HERE ***"
In that case, you can create the river using:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter"
}
You can also overload any of elasticsearch.yml setting. A good practice could be to have consumer_key and consumer_secret in elasticsearch.yml and provide to the river access_token and access_token_secret properties.
By default, the twitter river will read a small random of all public statuses using sample API.
But, you can define statuses type you want to read:
- sample: the default one
- filter: track for text, users and locations. See Filtered Stream
- user: listen to tweets in the authenticated user's timeline. See User Stream
- firehose: all public statuses (restricted access)
For example:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"type" : "firehose"
}
}
Note that if you define a filter (see next section), type will be automatically set to filter.
Tweets will be indexed once a bulk_size of them have been accumulated (default to 100) or every flush_interval period (default to 5s).
Filtered Stream
Filtered stream can also be supported (as per the twitter stream API). Filter stream can be configured to support tracks, follow, locations and language. user_lists is a shortcut to follow all members of a public twitter list identified by the user id and the list slug (last part of uri when open a list in your browser). The configuration is the same as the twitter API (a single comma separated string value, or using json arrays). Here is an example:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"filter" : {
"tracks" : "test,something,please",
"follow" : "111,222,333",
"user_lists" : "ownerScreenName1/slug1,ownerScreenName2/slug2",
"locations" : "-122.75,36.8,-121.75,37.8,-74,40,-73,41",
"language" : "fr,en"
}
}
}
Note that locations use geoJSON order (longitude, latitude).
Note that if you want to use language filtering you need also to define at least one of tracks, follow or locations filter. Supported languages identifiers are BCP 47. You can filter whatever language defined in Twitter Advanced Search.
Here is an array based configuration example:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"filter" : {
"tracks" : ["test", "something"],
"follow" : [111, 222, 333],
"locations" : [ [-122.75,36.8], [-121.75,37.8], [-74,40], [-73,41]],
"language" : [ "fr", "en" ]
}
}
}
User Stream
User stream can also be supported (as per the twitter stream API). This stream return tweets on the authenticated user's timeline. Here is a basic configuration example:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"type" : "user"
}
}
Indexing RAW Twitter stream
By default, elasticsearch twitter river will convert tweets to an equivalent representation in elasticsearch. If you want to index RAW twitter JSON content without any transformation, you can set raw to true:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"raw" : true
}
}
Note that you should think of creating a mapping first for your tweets. See Twitter documentation on raw Tweet format:
PUT my_twitter_river/status/_mapping
{
"status" : {
"properties" : {
"text" : {"type" : "string", "analyzer" : "standard"}
}
}
}
Ignoring Retweets
If you don't want to index retweets (aka RT), just set ignore_retweet to true (default to false):
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"ignore_retweet" : true
}
}
Increase the schedule time to reconnect the river
It can happen that the river fails, thus closing the current connection to the Streaming API. Then, a new connection is scheduled by the river after 10s by default. If you want to manage this time, simply use the retry_after option, as in:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"index" : {
"retry_after" : "30s"
}
}
Geo location points as array
By default, elasticsearch twitter river index location field using the lat lon as properties format. You can set geo_as_array to true if you prefer having location indexed as an array [lon, lat].
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"geo_as_array" : true
}
}
Remove the river
If you need to stop the Twitter river, you have to remove it:
DELETE _river/my_twitter_river/
Using a proxy
You can define a proxy if you are using one:
PUT _river/my_twitter_river/_meta
{
"type" : "twitter",
"twitter" : {
"proxy" : {
"host": "host",
"port": "port",
"user": "proxy_user_if_any",
"password": "proxy_password_if_any"
}
}
}
You can also define proxy settings in elasticsearch.ymlfile on each node by prefixing setting with river.twitter.:
river.twitter.proxy.host: "host"
river.twitter.proxy.port: "port"
river.twitter.proxy.user: "proxy_user_if_any"
river.twitter.proxy.password: "proxy_password_if_any"
Sample document
Here is how a document could look like when using this river (without raw option):
{
"text":"This is a text",
"created_at":"2015-01-26T15:22:35.000Z",
"source":"<a href=\"http://www.twitter.com\" rel=\"nofollow\">Twitter for Windows Phone</a>",
"truncated":false,
"language":"en",
"mention":[
],
"retweet_count":0,
"hashtag":[
],
"location":[
78.418407,
17.431913
],
"place":{
"id":"243cc16f6417a167",
"name":"Hyderabad",
"type":"city",
"full_name":"Hyderabad, Andhra Pradesh",
"street_address":null,
"country":"India",
"country_code":"IN",
"url":"https://api.twitter.com/1.1/geo/id/243cc16f6417a167.json"
},
"link":[
],
"user":{
"id":1111111111,
"name":"User Name",
"screen_name":"twitter_handle",
"location":"A full text location description",
"description":"A description",
"profile_image_url":"http://pbs.twimg.com/profile_images/1111111111/QATJ00Yp_normal.jpeg",
"profile_image_url_https":"https://pbs.twimg.com/profile_images/1111111111/QATJ00Yp_normal.jpeg"
}
}
Tests
Integrations tests in this plugin require working Twitter account and therefore disabled by default. You need to create your credentials as explained in Prerequisites.
To enable tests prepare a config file elasticsearch.yml with the following content:
river:
twitter:
oauth:
consumer_key: "your_consumer_key"
consumer_secret: "your_consumer_secret"
access_token: "your_access_token"
access_token_secret: "your_access_token_secret"
Replace all occurrences of your_consumer_key, your_consumer_secret, your_access_token and your_access_token_secret with your settings.
To run test:
mvn -Dtests.twitter=true -Dtests.config=/path/to/config/file/elasticsearch.yml clean test
Note that if you want to test User Stream, you need to define write rights for your twitter application.
License
This software is licensed under the Apache 2 license, quoted below.
Copyright 2009-2014 Elasticsearch <http://www.elasticsearch.org>
Licensed 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, software
distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
License for the specific language governing permissions and limitations under
the License.
