307 lines
9.5 KiB
Plaintext
307 lines
9.5 KiB
Plaintext
[[watching-meetup-data]]
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=== Watching Event Data
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If you are indexing event data, such as log messages, network traffic, or a web feed, you can create a watch to email notifications when certain events occur.
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For example, if you index a feed of RSVPs for meetup events happening around the world, you can create a watch that alerts you to interesting events.
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To index the meetup data, you can use https://www.elastic.co/products/logstash[Logstash] to ingest live data from the Meetup.com streaming API, `http://stream.meetup.com/2/rsvps`.
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To ingest this data with Logstash:
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. https://www.elastic.co/downloads/logstash[Download Logstash] and unpack the
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archive file.
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. Create a Logstash configuration file that uses the {logstash-ref}/plugins-inputs-stdin.html[Logstash standard input] and the {logstash-ref}/plugins-outputs-stdout.html[Logstash standard output] and save it in `logstash-{version}` directory as `livestream.conf`:
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+
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--
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[source,ruby]
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----------------------------------------------------------
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input {
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stdin {
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codec => json <1>
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}
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}
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filter {
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date {
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match => [ "event.time", "UNIX_MS" ]
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target => "event_time"
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}
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}
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output { <2>
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stdout {
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codec => rubydebug
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}
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elasticsearch {
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hosts => "http://localhost:9200"
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user => "elastic"
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password => "x-pack-test-password"
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}
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}
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----------------------------------------------------------
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// NOTCONSOLE
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<1> The meetup data stream is formatted in JSON.
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<2> Index the meetup data into Elasticsearch.
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--
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. To start indexing the meetup data, pipe the RSVP stream into Logstash and specify your `livestream.conf` configuration file.
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+
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--
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[source,shell]
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----------------------------------------------------------
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curl http://stream.meetup.com/2/rsvps | bin/logstash -f livestream.conf
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----------------------------------------------------------
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// NOTCONSOLE
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--
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Now that you're indexing the meetup RSVPs, you can set up a watch that lets you know about events you might be interested in. For example, let's create a watch that runs every hour, looks for events that talk about about _Open Source_, and sends an email with information about the events.
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To set up the watch:
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. Specify how often you want to run the watch by adding a schedule trigger to the watch:
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+
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--
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[source,js]
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--------------------------------------------------
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{
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"trigger": {
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"schedule": {
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"interval": "1h"
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}
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},
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--------------------------------------------------
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// NOTCONSOLE
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--
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. Load data into the watch payload by creating an input that searches the meetup data for events that have _Open Source_ as a topic. You can use aggregations to group the data by city, consolidate references to the same events, and sort the events by date.
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+
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--
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[source,js]
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-------------------------------------------------
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"input": {
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"search": {
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"request": {
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"indices": [
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"<logstash-{now-1h}>", <1>
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"<logstash-{now}>"
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],
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"body": {
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"size": 0,
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"query": {
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"bool": {
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"filter": [
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{
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"range": {
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"@timestamp": {
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"gte": "now-3h"
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}
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}
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},
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{
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"match": {
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"group.group_topics.topic_name": "Open Source" <2>
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}
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}
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]
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}
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},
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"aggs": {
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"group_by_city": {
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"terms": {
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"field": "group.group_city.raw", <3>
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"size": 5
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},
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"aggs": {
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"group_by_event": {
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"terms": {
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"field": "event.event_url.raw", <4>
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"size": 5
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},
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"aggs": {
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"get_latest": {
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"terms": {
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"field": "@timestamp", <5>
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"size": 1,
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"order": {
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"_key": "desc"
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}
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},
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"aggs": {
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"group_by_event_name": {
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"terms": {
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"field": "event.event_name.raw" <6>
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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},
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-------------------------------------------------
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// NOTCONSOLE
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<1> Elasticsearch Date math is used to select the Logstash indices that contain the meetup data. The second pattern is needed in case the previous hour crosses days.
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<2> Find all of the RSVPs with `Open Source` as a topic.
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<3> Group the RSVPs by city.
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<4> Consolidate multiple RSVPs for the same event.
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<5> Sort the events so the latest events are listed first.
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<6> Group the events by name.
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--
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. To determine whether or not there are any Open Source events, add a compare condition that checks the watch payload to see if there were any search hits.
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+
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--
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[source,js]
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--------------------------------------------------
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"compare" : { "ctx.payload.hits.total.value" : { "gt" : 0 }}
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--------------------------------------------------
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// NOTCONSOLE
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--
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. To send an email when _Open Source_ events are found, add an email action:
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+
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--
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[source,js]
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---------------------------------------------------
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"actions": {
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"email_me": {
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"throttle_period": "10m",
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"email": {
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"from": "<from:email address>",
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"to": "<to:email address>",
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"subject": "Open Source Events",
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"body": {
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"html": "Found events matching Open Source: <ul>{{#ctx.payload.aggregations.group_by_city.buckets}}< li>{{key}} ({{doc_count}})<ul>{{#group_by_event.buckets}}
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<li><a href=\"{{key}}\">{{get_latest.buckets.0.group_by_event_name.buckets.0.key}}</a>
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({{doc_count}})</li>{{/group_by_event.buckets}}</ul></li>
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{{/ctx.payload.aggregations.group_by_city.buckets}}</ul>"
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}
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}
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}
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}
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---------------------------------------------------
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// NOTCONSOLE
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--
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NOTE: To enable Watcher to send emails, you must configure an email account in `elasticsearch.yml`. For more information, see <<configuring-email, Working with Various Email Services>>.
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The complete watch looks like this:
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[source,js]
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--------------------------------------------------
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PUT _watcher/watch/meetup
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{
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"trigger": {
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"schedule": {
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"interval": "1h"
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}
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},
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"input": {
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"search": {
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"request": {
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"indices": [
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"<logstash-{now-1h}>",
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"<logstash-{now}>"
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],
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"body": {
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"size": 0,
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"query": {
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"bool": {
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"filter": [
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{
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"range": {
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"@timestamp": {
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"gte": "now-3h"
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}
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}
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},
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{
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"match": {
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"group.group_topics.topic_name": "Open Source"
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}
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}
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]
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}
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},
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"aggs": {
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"group_by_city": {
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"terms": {
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"field": "group.group_city.raw",
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"size": 5
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},
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"aggs": {
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"group_by_event": {
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"terms": {
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"field": "event.event_url.raw",
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"size": 5
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},
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"aggs": {
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"get_latest": {
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"terms": {
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"field": "@timestamp",
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"size": 1,
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"order": {
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"_key": "desc"
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}
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},
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"aggs": {
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"group_by_event_name": {
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"terms": {
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"field": "event.event_name.raw"
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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},
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"condition": {
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"compare": {
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"ctx.payload.hits.total.value": {
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"gt": 0
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}
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}
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},
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"actions": { <1>
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"email_me": {
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"throttle_period": "10m",
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"email": {
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"from": "username@example.org", <2>
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"to": "recipient@example.org", <3>
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"subject": "Open Source events",
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"body": {
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"html": "Found events matching Open Source: <ul>{{#ctx.payload.aggregations.group_by_city.buckets}}<li>{{key}} ({{doc_count}})<ul>{{#group_by_event.buckets}}<li><a href=\"{{key}}\">{{get_latest.buckets.0.group_by_event_name.buckets.0.key}}</a> ({{doc_count}})</li>{{/group_by_event.buckets}}</ul></li>{{/ctx.payload.aggregations.group_by_city.buckets}}</ul>"
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}
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}
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}
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}
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}
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--------------------------------------------------
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// CONSOLE
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<1> The email body can include Mustache templates to reference data in the watch payload. By default,it will be <<email-html-sanitization, sanitized>> to block dangerous content.
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<2> Replace the `from` address with the email address you configured in `elasticsearch.yml`.
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<3> Replace the `to` address with your email address to receive notifications.
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Now that you've created your watch, you can use the
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{ref}/watcher-api-execute-watch.html[`_execute` API] to run it without waiting for the schedule to trigger execution:
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[source,js]
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--------------------------------------------------
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POST _watcher/watch/meetup/_execute
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--------------------------------------------------
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// CONSOLE
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// TEST[continued]
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