Skip to content

Latest commit

 

History

History
266 lines (208 loc) · 9.52 KB

ip2geo.md

File metadata and controls

266 lines (208 loc) · 9.52 KB
Raw
layout title parent nav_order redirect_from
default
IP2Geo
Ingest processors
130
/api-reference/ingest-apis/processors/ip2geo/

IP2Geo processor

Introduced 2.10 {: .label .label-purple }

The ip2geo processor adds information about the geographical location of an IPv4 or IPv6 address. The ip2geo processor uses IP geolocation (GeoIP) data from an external endpoint and therefore requires an additional component, datasource, that defines from where to download GeoIP data and how frequently to update the data.

{::nomarkdown}info icon{:/} NOTE
The ip2geo processor maintains the GeoIP data mapping in system indexes. The GeoIP mapping is retrieved from these indexes during data ingestion to perform the IP-to-geolocation conversion on the incoming data. For optimal performance, it is preferable to have a node with both ingest and data roles, as this configuration avoids internode calls reducing latency. Also, as the ip2geo processor searches GeoIP mapping data from the indexes, search performance is impacted. {: .note}

Getting started

To get started with the ip2geo processor, the opensearch-geospatial plugin must be installed. See Installing plugins to learn more.

Cluster settings

The IP2Geo data source and ip2geo processor node settings are listed in the following table. All settings in this table are dynamic. To learn more about static and dynamic settings, see Configuring OpenSearch.

Key Description Default
plugins.geospatial.ip2geo.datasource.endpoint Default endpoint for creating the data source API. Default is https://geoip.maps.opensearch.org/v1/geolite2-city/manifest.json.
plugins.geospatial.ip2geo.datasource.update_interval_in_days Default update interval for creating the data source API. Default is 3.
plugins.geospatial.ip2geo.datasource.batch_size Maximum number of documents to ingest in a bulk request during the IP2Geo data source creation process. Default is 10,000.
plugins.geospatial.ip2geo.processor.cache_size Maximum number of results that can be cached. Only one cache is used for all IP2Geo processors in each node. Default is 1,000.
plugins.geospatial.ip2geo.timeout The amount of time to wait for a response from the endpoint and the cluster. Defaults to 30 seconds.

Creating the IP2Geo data source

Before creating the pipeline that uses the ip2geo processor, create the IP2Geo data source. The data source defines the endpoint value that will download GeoIP data and specifies the update interval.

OpenSearch provides the following endpoints for GeoLite2 City, GeoLite2 Country, and GeoLite2 ASN databases from MaxMind, which is shared under the CC BY-SA 4.0 license:

If an OpenSearch cluster cannot update a data source from the endpoints within 30 days, the cluster does not add GeoIP data to the documents and instead adds "error":"ip2geo_data_expired".

Data source options

The following table lists the data source options for the ip2geo processor.

Name Required Default Description
endpoint Optional https://geoip.maps.opensearch.org/v1/geolite2-city/manifest.json The endpoint that downloads the GeoIP data.
update_interval_in_days Optional 3 How frequently, in days, the GeoIP data is updated. The minimum value is 1.

To create an IP2Geo data source, run the following query:

PUT /_plugins/geospatial/ip2geo/datasource/my-datasource
{
    "endpoint" : "https://geoip.maps.opensearch.org/v1/geolite2-city/manifest.json",
    "update_interval_in_days" : 3
}

{% include copy-curl.html %}

A true response means that the request was successful and that the server was able to process the request. A false response indicates that you should check the request to make sure it is valid, check the URL to make sure it is correct, or try again.

Sending a GET request

To get information about one or more IP2Geo data sources, send a GET request:

GET /_plugins/geospatial/ip2geo/datasource/my-datasource

{% include copy-curl.html %}

You'll receive the following response:

{
  "datasources": [
    {
      "name": "my-datasource",
      "state": "AVAILABLE",
      "endpoint": "https://geoip.maps.opensearch.org/v1/geolite2-city/manifest.json",
      "update_interval_in_days": 3,
      "next_update_at_in_epoch_millis": 1685125612373,
      "database": {
        "provider": "maxmind",
        "sha256_hash": "0SmTZgtTRjWa5lXR+XFCqrZcT495jL5XUcJlpMj0uEA=",
        "updated_at_in_epoch_millis": 1684429230000,
        "valid_for_in_days": 30,
        "fields": [
          "country_iso_code",
          "country_name",
          "continent_name",
          "region_iso_code",
          "region_name",
          "city_name",
          "time_zone",
          "location"
        ]
      },
      "update_stats": {
        "last_succeeded_at_in_epoch_millis": 1684866730192,
        "last_processing_time_in_millis": 317640,
        "last_failed_at_in_epoch_millis": 1684866730492,
        "last_skipped_at_in_epoch_millis": 1684866730292
      }
    }
  ]
}

Updating an IP2Geo data source

See the Creating the IP2Geo data source section for a list of endpoints and request field descriptions.

To update the date source, run the following query:

PUT /_plugins/geospatial/ip2geo/datasource/my-datasource/_settings
{
    "endpoint": https://geoip.maps.opensearch.org/v1/geolite2-city/manifest.json,
    "update_interval_in_days": 10
}

{% include copy-curl.html %}

Deleting the IP2Geo data source

To delete the IP2Geo data source, you must first delete all processors associated with the data source. Otherwise, the request fails.

To delete the data source, run the following query:

DELETE /_plugins/geospatial/ip2geo/datasource/my-datasource

{% include copy-curl.html %}

Creating the pipeline

Once the data source is created, you can create the pipeline.

Syntax

The following is the syntax for the ip2geo processor:

{
  "ip2geo": {
    "field":"ip",
    "datasource":"my-datasource"
  }
}

{% include copy-curl.html %}

Configuration parameters

The following table lists the required and optional parameters for the ip2geo processor.

| Parameter | Required/Optional | Description | |------|----------|---------|-------------| | datasource | Required | The data source name to use to retrieve geographical information. | | field | Required | The field containing the IP address for geographical lookup. | | ignore_missing | Optional | Specifies whether the processor should ignore documents that do not contain the specified field. If set to true, the processor does not modify the document if the field does not exist or is null. Default is false. | | properties | Optional | The field that controls which properties are added to target_field from datasource. Default is all the fields in datasource. | | target_field | Optional | The field containing the geographical information retrieved from the data source. Default is ip2geo. |

Using the processor

Follow these steps to use the processor in a pipeline.

Step 1: Create a pipeline

The following query creates a pipeline, named my-pipeline, that converts the IP address to geographical information:

PUT /_ingest/pipeline/my-pipeline
{
   "description":"convert ip to geo",
   "processors":[
    {
        "ip2geo":{
            "field":"ip",
            "datasource":"my-datasource"
        }
    }
   ] 
}

{% include copy-curl.html %}

Step 2 (Optional): Test the pipeline

{::nomarkdown}info icon{:/} NOTE
It is recommended that you test your pipeline before you ingest documents. {: .note}

To test the pipeline, run the following query:

POST _ingest/pipeline/my-pipeline/_simulate
{
  "docs": [
    {
      "_index": "testindex1",
      "_id": "1",
      "_source": {
        "ip": "172.0.0.1"
      }
    }
  ]
}

Response

The following response confirms that the pipeline is working as expected:

{
  "docs": [
    {
      "_index":"testindex1",
      "_id":"1",
      "_source":{
        "ip":"172.0.0.1",
        "ip2geo":{
         "continent_name":"North America",
         "region_iso_code":"AL",
         "city_name":"Calera",
         "country_iso_code":"US",
         "country_name":"United States",
         "region_name":"Alabama",
         "location":"33.1063,-86.7583",
         "time_zone":"America/Chicago"
         }
      }
    }
  ]
}

{% include copy-curl.html %}

Step 3: Ingest a document

The following query ingests a document into an index named my-index:

PUT /my-index/_doc/my-id?pipeline=my-pipeline
{
  "ip": "172.0.0.1"
}

{% include copy-curl.html %}

Step 4 (Optional): Retrieve the document

To retrieve the document, run the following query:

GET /my-index/_doc/my-id

{% include copy-curl.html %}