The Base Enrich is a simple enricher that complements the information of received messages.
The enrichment system can be either SQL or NoSQL database, a CSV file or any other data store system.
Image above represents the base enrich behaviour:
- Enricher receives a message from
stream
topic. - Enricher enrich the received message with a external data store system.
- Enricher sends the enrich message to
output
topic.
It important to emphasise that a message doesn’t need to have a key like the joiners.
StaticDataEnrich
The StaticDataEnrich allows us to enrich streams with the static information given by us. You can define the data in the property section:
{
"name": "staticDataEnrich",
"className": "io.wizzie.enricher.enrichment.simple.impl.StaticDataEnrich",
"properties": {
"DIMENSION-A": [
{
"ifValueIsEqualTo": "VALUE-A",
"enrichWith": {"field1": "value1"}
},
{
"ifValueIsEqualTo": "VALUE-B",
"enrichWith": {"field2": true, "field3": 17}
}
],
"DIMENSION-B": [
{
"ifValueIsEqualTo": "VALUE-C",
"enrichWith": {"field4": 1.23}
}
]
}
}
On this enricher you have the next properties:
ifValueIsEqualTo
: Check if value of specified dimension is equal to provide value.enrichWith
: The dimension that contains the json map to enrich.
This enricher processes a message and returns the defined static fields.
Input:
{"DIMENSION-A": "VALUE-A"}
{"DIMENSION-A": "VALUE-B"}
{"DIMENSION-B": "VALUE-C"}
Output:
{"DIMENSION-A": "VALUE-B", "field1": "value1"}
{"DIMENSION-A": "VALUE-B", "field2": true, "field3": 17}
{"DIMENSION-A": "VALUE-B", "field4": 1.23}
GeoIpEnrich
The GeoIpEnrich allows us enrich streams with information about IP location, internally the enricher uses MaxMind databases in order to determine the IP information.
{
"name":"geoIp",
"className":"io.wizzie.enricher.enrichment.geoip.GeoIpEnricher",
"properties": {
"src.dim": "src_ip",
"dst.dim": "dst_ip",
"src.country.code.dim": "src_country_code",
"dst.country.code.dim": "dst_country_code",
"src.as.name.dim": "src_as_name",
"dst.as.name.dim": "dst_as_name",
"asn.db.path": "/opt/enricher/data/GeoLite2-ASN.mmdb",
"city.db.path": "/opt/enricher/data/GeoLite2-City.mmdb"
}
}
On this enricher you have the next properties:
Dimensions: You can set the dimensions’ name with the next properties.
Property | Description | Default Value |
---|---|---|
src.dim |
The dimension that contains source IP | src |
dst.dim |
The dimension that contains destiny IP | dst |
src.as.name.dim |
The target dimension for name information about source IP | src_as_name |
dst.as.name.dim |
The target dimension for name information about destiny IP | dst_as_name |
src.country.code.dim |
The target dimension for country code information about source IP | src_country_code |
dst.country.code.dim |
The target dimension for country code information about destiny IP | dst_country_code |
src.country.iso.code.dim |
The target dimension for country iso code information about source IP | src_country_iso_code |
dst.country.iso.code.dim |
The target dimension for country iso code information about destiny IP | dst_country_iso_code |
src.country.is .in.european.union.dim |
The target dimension for country is in european union information about source IP | src_country_is_in_european_union |
dst.country.is .in.european.union.dim |
The target dimension for country is in european union information about destiny IP | dst_country_is_in_european_union |
src.country.name.dim |
The target dimension for country name information about source IP | src_country_name |
dst.country.name.dim |
The target dimension for country name information about destiny IP | dst_country_name |
src.continent.name.dim |
The target dimension for continent name information about source IP | src_continent_name |
dst.continent.name.dim |
The target dimension for continent name information about destiny IP | dst_continent_name |
src.continent.code.dim |
The target dimension for continent code information about source IP | src_continent_code |
dst.continent.code.dim |
The target dimension for continent code information about destiny IP | dst_continent_code |
src.city.name.dim |
The target dimension for city information about source IP | src_city_name |
dst.city.name.dim |
The target dimension for city information about destiny IP | dst_city_name |
src.postal.code.dim |
The target dimension for postal code information about source IP | src_postal_code |
dst.postal.code.dim |
The target dimension for postal code information about destiny IP | dst_postal_code |
src.latitude.dim |
The target dimension for latitude information about source IP | src_latitude |
dst.latitude.dim |
The target dimension for latitude information about destiny IP | dst_latitude |
src.longitude.dim |
The target dimension for longitude information about source IP | src_longitude |
dst.longitude.dim |
The target dimension for longitude information about destiny IP | dst_longitude |
src.is.anonymous.dim |
The target dimension for is anonymous information about source IP | src_is_anonymous |
dst.is.anonymous.dim |
The target dimension for is anonymous information about destiny IP | dst_is_anonymous |
src.is.anonymous.vpn.dim |
The target dimension for is anonymous vpn information about source IP | src_is_anonymous_vpn |
dst.is.anonymous.vpn.dim |
The target dimension for is anonymous vpn information about destiny IP | dst_is_anonymous_vpn |
src.is.hosting.provider.dim |
The target dimension for is hosting provider information about source IP | src_is_hosting_provider |
dst.is.hosting.provider.dim |
The target dimension for is hosting provider information about destiny IP | dst_is_hosting_provider |
src.is.tor.exit.node.dim |
The target dimension for is tor exit node information about source IP | src_is_tor_exit_node |
dst.is.tor.exit.node.dim |
The target dimension for is tor exit node information about destiny IP | dst_is_tor_exit_node |
src.is.public.proxy.dim |
The target dimension for is public proxy information about source IP | src_is_public_proxy |
dst.is.public.proxy.dim |
The target dimension for is public proxy information about destiny IP | dst_is_public_proxy |
src.is.legitimate.proxy.dim |
The target dimension for is legitimate proxy information about source IP | src_is_legitimate_proxy |
dst.is.legitimate.proxy.dim |
The target dimension for is legitimate proxy information about destiny IP | dst_is_legitimate_proxy |
src.timezone.dim |
The target dimension for timezone information about source IP | src_timezone |
dst.timezone.dim |
The target dimension for timezone information about destiny IP | dst_timezone |
Databases: You can define the path of databases using the next properties:
Property | Description | Default Value |
---|---|---|
asn.db.path |
Path to ASN database | /opt/share/GeoIP2/GeoLite2-ASN.mmdb |
city.db.path |
Path to city database | /opt/share/GeoIP2/GeoLite2-City.mmdb |
Other properties: You can use the next properties:
Property | Description | Default Value |
---|---|---|
enable.data.verbose.mode |
Allow you get additional information if it’s enable | false |
Input:
{"src": "8.8.8.8", "dst": "8.8.4.4"}
Output:
{
"src": "8.8.8.8",
"dst": "8.8.8.8",
"dst_country_code": "US",
"src_country_code": "US",
"src_as_name": "Google LLC",
"dst_as_name": "Google LLC",
"src_longitude": -97.822,
"src_latitude": 37.751,
"dst_longitude": -97.822,
"dst_latitude": 37.751
}
With enable.data.verbose.mode
property to true
you will get:
Input:
{"src": "2001:4860:4860::8888", "dst": "2001:4860:4860::8844"}
Output:
{
"src": "2001:4860:4860::8888",
"dst": "2001:4860:4860::8844",
"dst_country_code": "US",
"src_country_code": "US",
"src_as_name": "Google LLC",
"dst_as_name": "Google LLC",
"src_longitude": -97.822,
"src_latitude": 37.751,
"dst_longitude": -97.822,
"dst_latitude": 37.751,
"src_country_name": "United States",
"dst_country_name": "United States",
"src_continent_name": "North America",
"dst_continent_name": "North America",
"src_continent_code": "NA",
"dst_continent_code": "NA",
"src_is_anonymous": false,
"dst_is_anonymous": false,
"src_is_public_proxy": false,
"dst_is_public_proxy": false,
"src_is_legitimate_proxy": false,
"dst_is_legitimate_proxy": false,
"src_is_hosting_provider": false,
"dst_is_hosting_provider": false,
"src_is_tor_exit_node": false,
"dst_is_tor_exit_node": false,
"src_is_anonymous_vpn": false,
"dst_is_anonymous_vpn": false
}
MacVendorEnrich
The MacVendorEnrich allows us enrich streams with information about Mac vendors internally the enricher uses database in order to determine the mac vendor.
{
"name": "macVendor",
"className": "io.wizzie.enricher.enrichment.MacVendorEnrich",
"properties": {
"oui.file.path": "/opt/enricher/data/mac_vendors",
"mac.dim": "client_mac",
"mac.vendor.dim": "client_mac_vendor"
}
}
On this enricher you have the next properties:
oui.file.path
: Path to mac vendors database file.mac.dim
: The dimension that contains mac address.mac.vendor.dim
: The target dimension for vendor’s name about mac address.
This enricher processes a message and returns the mac vendor field. Not all mac address have mac vendor.
Input:
{"client_mac": "3c:ab:8e:12:34:56"}
Output:
{"client_mac": "3c:ab:8e:12:34:56", "client_mac_vendor":"Apple"}