Skip to content
Merged
Show file tree
Hide file tree
Changes from 3 commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
3 changes: 3 additions & 0 deletions filebeat/docs/configuring-howto.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,7 @@ The following topics describe how to configure Filebeat:
* <<load-balancing>>
* <<configuration-ssl>>
* <<filtering-and-enhancing-data>>
* <<{beatname_lc}-deduplication>>
* <<configuring-ingest-node>>
* <<{beatname_lc}-geoip>>
* <<configuration-path>>
Expand Down Expand Up @@ -68,6 +69,8 @@ include::{libbeat-dir}/shared-ssl-config.asciidoc[]

include::./filebeat-filtering.asciidoc[]

include::{libbeat-dir}/shared-deduplication.asciidoc[]

include::{libbeat-dir}/shared-config-ingest.asciidoc[]

include::{libbeat-dir}/shared-geoip.asciidoc[]
Expand Down
109 changes: 109 additions & 0 deletions libbeat/docs/shared-deduplication.asciidoc
Original file line number Diff line number Diff line change
@@ -0,0 +1,109 @@
[id="{beatname_lc}-deduplication"]
== Data deduplication

The {beats} framework guarantees at-least-once delivery to ensure that no data
is lost when events are sent to {es}. This is great if everything goes as
Comment thread
dedemorton marked this conversation as resolved.
Outdated
planned. But if {beatname_uc} shuts down during processing, or the connection is
lost before events are acknowledged, you can end up with duplicate data in
{es}.

[float]
=== What causes duplicates?

When an output is blocked, the retry mechanism in {beatname_uc} attempts to
resend events until they are acknowledged by the output. If the output receives
the events, but is unable to acknowledge them, the data might be sent to {es}
multiple times. Because document IDs are typically set by {es} _after_ it
receives the data from {beats}, the duplicate events are indexed as new data.
Comment thread
dedemorton marked this conversation as resolved.
Outdated

[float]
=== How can I avoid duplicates?

Rather than allowing {es} to set the document ID, set the ID in {beats}. The ID
is stored in the {beats} `@metadata.id` field and used to set the document ID
Comment thread
dedemorton marked this conversation as resolved.
Outdated
during indexing. That way, if {beats} sends the same event to {es} more than
once, {es} overwrites the existing document rather than creating a new one.

The `@metadata.id` field is passed along with the event so that you can use
it to set the document ID later in your processing pipeline, for example,
Comment thread
dedemorton marked this conversation as resolved.
Outdated
in {ls}. See <<ls-doc-id>>.

There are several ways to set the document ID in {beats}:

* *`add_id` processor*
+
Use the <<add-id,`add_id`>> processor when your logs have no natural key field,
Comment thread
dedemorton marked this conversation as resolved.
Outdated
and you can’t derive a unique key from existing fields.
+
This example generates a unique ID for each event and adds it to the
`@metadata.id` field:
+
[source,yaml]
----
processors:
- add_id: ~
----

* *`fingerprint` processor*
+
Use the <<fingerprint,`fingerprint`>> processor to derive a unique key from
multiple existing fields.
Comment thread
dedemorton marked this conversation as resolved.
Outdated
+
This example uses the values of `field1` and `field2` to derive a unique key
that it adds to the `@metadata.id` field:
+
[source,yaml]
----
processors:
- fingerprint:
fields: ["field1", "field2"]
target_field: "@metadata.id"
----
+

* *JSON input settings*
+
Use the `json.document_id` input setting if you’re ingesting JSON-formatted
Comment thread
dedemorton marked this conversation as resolved.
data, and the data has a natural key field.
+
This example takes the value of `key1` from the JSON document and stores it in
the `@metadata.id` field:
+
[source,yaml]
----
filebeat.inputs:
- type: log
paths:
- /path/to/json.log
json.document_id: "key1"
----

[float]
[[ls-doc-id]]
=== {ls} pipeline example

For this example, assume that you've used one of the approaches described
earlier to store the document ID in the {beats} `@metadata.id` field. In
the {logstash-ref}/plugins-outputs-elasticsearch.html[{es} output], set
Comment thread
dedemorton marked this conversation as resolved.
Outdated
the `document_id` field based on the `@metadata.id` field:

[source,json]
----
input {
beats {
port => 5044
}
}

output {
elasticsearch {
hosts => ["http://localhost:9200"]
document_id => "%{[@metadata][id]}" <1>
Comment thread
dedemorton marked this conversation as resolved.
Outdated
index => "%{[@metadata][beat]}-%{[@metadata][version]}"
}
}
----
<1> Sets the `document_id` field to the value stored in `@metadata.id`.

When {es} indexes the document, it sets the document ID to the specified value,
preserving the ID passed from {beats}.