OpenSearch/docs/reference/ingest/processors/geoip.asciidoc

309 lines
9.1 KiB
Plaintext
Raw Normal View History

[[geoip-processor]]
=== GeoIP Processor
The `geoip` processor adds information about the geographical location of IP addresses, based on data from the Maxmind databases.
This processor adds this information by default under the `geoip` field. The `geoip` processor can resolve both IPv4 and
IPv6 addresses.
The `ingest-geoip` module ships by default with the GeoLite2 City, GeoLite2 Country and GeoLite2 ASN geoip2 databases from Maxmind made available
under the CCA-ShareAlike 4.0 license. For more details see, http://dev.maxmind.com/geoip/geoip2/geolite2/
The `geoip` processor can run with other GeoIP2 databases from Maxmind. The files must be copied into the `ingest-geoip` config directory,
and the `database_file` option should be used to specify the filename of the custom database. Custom database files must be stored
uncompressed. The `ingest-geoip` config directory is located at `$ES_HOME/config/ingest-geoip`.
[[using-ingest-geoip]]
==== Using the `geoip` Processor in a Pipeline
[[ingest-geoip-options]]
.`geoip` options
[options="header"]
|======
| Name | Required | Default | Description
| `field` | yes | - | The field to get the ip address from for the geographical lookup.
| `target_field` | no | geoip | The field that will hold the geographical information looked up from the Maxmind database.
| `database_file` | no | GeoLite2-City.mmdb | The database filename in the geoip config directory. The ingest-geoip module ships with the GeoLite2-City.mmdb, GeoLite2-Country.mmdb and GeoLite2-ASN.mmdb files.
| `properties` | no | [`continent_name`, `country_iso_code`, `region_iso_code`, `region_name`, `city_name`, `location`] * | Controls what properties are added to the `target_field` based on the geoip lookup.
| `ignore_missing` | no | `false` | If `true` and `field` does not exist, the processor quietly exits without modifying the document
|======
2019-05-09 02:52:07 -04:00
*Depends on what is available in `database_file`:
2016-03-04 01:49:31 -05:00
* If the GeoLite2 City database is used, then the following fields may be added under the `target_field`: `ip`,
`country_iso_code`, `country_name`, `continent_name`, `region_iso_code`, `region_name`, `city_name`, `timezone`, `latitude`, `longitude`
and `location`. The fields actually added depend on what has been found and which properties were configured in `properties`.
2016-03-04 01:49:31 -05:00
* If the GeoLite2 Country database is used, then the following fields may be added under the `target_field`: `ip`,
`country_iso_code`, `country_name` and `continent_name`. The fields actually added depend on what has been found and which properties
were configured in `properties`.
* If the GeoLite2 ASN database is used, then the following fields may be added under the `target_field`: `ip`,
`asn`, and `organization_name`. The fields actually added depend on what has been found and which properties were configured
in `properties`.
2016-03-04 01:49:31 -05:00
Here is an example that uses the default city database and adds the geographical information to the `geoip` field based on the `ip` field:
[source,js]
--------------------------------------------------
PUT _ingest/pipeline/geoip
{
"description" : "Add geoip info",
"processors" : [
{
"geoip" : {
"field" : "ip"
}
}
]
}
PUT my_index/_doc/my_id?pipeline=geoip
{
"ip": "8.8.8.8"
}
GET my_index/_doc/my_id
--------------------------------------------------
// CONSOLE
Which returns:
[source,js]
--------------------------------------------------
{
"found": true,
"_index": "my_index",
"_type": "_doc",
"_id": "my_id",
"_version": 1,
"_seq_no": 55,
"_primary_term": 1,
"_source": {
"ip": "8.8.8.8",
"geoip": {
"continent_name": "North America",
"country_iso_code": "US",
"location": { "lat": 37.751, "lon": -97.822 }
}
}
}
--------------------------------------------------
// TESTRESPONSE[s/"_seq_no": \d+/"_seq_no" : $body._seq_no/ s/"_primary_term":1/"_primary_term" : $body._primary_term/]
Here is an example that uses the default country database and adds the
geographical information to the `geo` field based on the `ip` field`. Note that
this database is included in the module. So this:
[source,js]
--------------------------------------------------
PUT _ingest/pipeline/geoip
{
"description" : "Add geoip info",
"processors" : [
{
"geoip" : {
"field" : "ip",
"target_field" : "geo",
"database_file" : "GeoLite2-Country.mmdb"
}
}
]
}
PUT my_index/_doc/my_id?pipeline=geoip
{
"ip": "8.8.8.8"
}
GET my_index/_doc/my_id
--------------------------------------------------
// CONSOLE
returns this:
[source,js]
--------------------------------------------------
{
"found": true,
"_index": "my_index",
"_type": "_doc",
"_id": "my_id",
"_version": 1,
"_seq_no": 65,
"_primary_term": 1,
"_source": {
"ip": "8.8.8.8",
"geo": {
"continent_name": "North America",
"country_iso_code": "US",
}
}
}
--------------------------------------------------
// TESTRESPONSE[s/"_seq_no": \d+/"_seq_no" : $body._seq_no/ s/"_primary_term" : 1/"_primary_term" : $body._primary_term/]
Not all IP addresses find geo information from the database, When this
occurs, no `target_field` is inserted into the document.
Here is an example of what documents will be indexed as when information for "80.231.5.0"
cannot be found:
[source,js]
--------------------------------------------------
PUT _ingest/pipeline/geoip
{
"description" : "Add geoip info",
"processors" : [
{
"geoip" : {
"field" : "ip"
}
}
]
}
PUT my_index/_doc/my_id?pipeline=geoip
{
"ip": "80.231.5.0"
}
GET my_index/_doc/my_id
--------------------------------------------------
// CONSOLE
Which returns:
[source,js]
--------------------------------------------------
{
"_index" : "my_index",
"_type" : "_doc",
"_id" : "my_id",
"_version" : 1,
"_seq_no" : 71,
"_primary_term": 1,
"found" : true,
"_source" : {
"ip" : "80.231.5.0"
}
}
--------------------------------------------------
// TESTRESPONSE[s/"_seq_no" : \d+/"_seq_no" : $body._seq_no/ s/"_primary_term" : 1/"_primary_term" : $body._primary_term/]
[[ingest-geoip-mappings-note]]
===== Recognizing Location as a Geopoint
Although this processor enriches your document with a `location` field containing
the estimated latitude and longitude of the IP address, this field will not be
indexed as a {ref}/geo-point.html[`geo_point`] type in Elasticsearch without explicitly defining it
as such in the mapping.
You can use the following mapping for the example index above:
[source,js]
--------------------------------------------------
PUT my_ip_locations
{
"mappings": {
"properties": {
"geoip": {
"properties": {
"location": { "type": "geo_point" }
}
}
}
}
}
--------------------------------------------------
// CONSOLE
////
[source,js]
--------------------------------------------------
PUT _ingest/pipeline/geoip
{
"description" : "Add geoip info",
"processors" : [
{
"geoip" : {
"field" : "ip"
}
}
]
}
PUT my_ip_locations/_doc/1?refresh=true&pipeline=geoip
{
"ip": "8.8.8.8"
}
GET /my_ip_locations/_search
{
"query": {
"bool" : {
"must" : {
"match_all" : {}
},
"filter" : {
"geo_distance" : {
"distance" : "1m",
"geoip.location" : {
"lon" : -97.822,
"lat" : 37.751
}
}
}
}
}
}
--------------------------------------------------
// CONSOLE
// TEST[continued]
[source,js]
--------------------------------------------------
{
"took" : 3,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value": 1,
"relation": "eq"
},
"max_score" : 1.0,
"hits" : [
{
"_index" : "my_ip_locations",
"_type" : "_doc",
"_id" : "1",
"_score" : 1.0,
"_source" : {
"geoip" : {
"continent_name" : "North America",
"country_iso_code" : "US",
"location" : {
"lon" : -97.822,
"lat" : 37.751
}
},
"ip" : "8.8.8.8"
}
}
]
}
}
--------------------------------------------------
// TESTRESPONSE[s/"took" : 3/"took" : $body.took/]
////
[[ingest-geoip-settings]]
===== Node Settings
The `geoip` processor supports the following setting:
`ingest.geoip.cache_size`::
The maximum number of results that should be cached. Defaults to `1000`.
Note that these settings are node settings and apply to all `geoip` processors, i.e. there is one cache for all defined `geoip` processors.