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* geoip function implementation Signed-off-by: Kenrick Yap <[email protected]> * Fixed integration tests Signed-off-by: Kenrick Yap <[email protected]> * linting Signed-off-by: Kenrick Yap <[email protected]> * addressing PR comments (added addtional integ tests, doc changes) Signed-off-by: Kenrick Yap <[email protected]> * fixed new integ tests Signed-off-by: Kenrick Yap <[email protected]> * addressing pr comments Signed-off-by: Kenrick Yap <[email protected]> * address review comments Signed-off-by: Kenrick Yap <[email protected]> * moved validateGeoIpProperty to relevant class Signed-off-by: Kenrick Yap <[email protected]> * updated scalaudf function descriptions Signed-off-by: Kenrick Yap <[email protected]> --------- Signed-off-by: Kenrick Yap <[email protected]> Signed-off-by: Kenrick Yap <[email protected]> Signed-off-by: kenrickyap <[email protected]> Co-authored-by: Kenrick Yap <[email protected]>
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## geoip syntax proposal | ||
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geoip function to add information about the geographical location of an IPv4 or IPv6 address | ||
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**Implementation syntax** | ||
- `... | eval geoinfo = geoip(ipAddress *[,properties])` | ||
- generic syntax | ||
- `... | eval geoinfo = geoip(ipAddress)` | ||
- retrieves all geo data | ||
- `... | eval geoinfo = geoip(ipAddress, city, location)` | ||
- retrieve only city, and location | ||
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**Implementation details** | ||
- Current implementation requires user to have created a geoip table. Geoip table has the following schema: | ||
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```SQL | ||
CREATE TABLE geoip ( | ||
cidr STRING, | ||
country_iso_code STRING, | ||
country_name STRING, | ||
continent_name STRING, | ||
region_iso_code STRING, | ||
region_name STRING, | ||
city_name STRING, | ||
time_zone STRING, | ||
location STRING, | ||
ip_range_start BIGINT, | ||
ip_range_end BIGINT, | ||
ipv4 BOOLEAN | ||
) | ||
``` | ||
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- `geoip` is resolved by performing a join on said table and projecting the resulting geoip data as a struct. | ||
- an example of using `geoip` is equivalent to running the following SQL query: | ||
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```SQL | ||
SELECT source.*, struct(geoip.country_name, geoip.city_name) AS a | ||
FROM source, geoip | ||
WHERE geoip.ip_range_start <= ip_to_int(source.ip) | ||
AND geoip.ip_range_end > ip_to_int(source.ip) | ||
AND geoip.ip_type = is_ipv4(source.ip); | ||
``` | ||
- in the case that only one property is provided in function call, `geoip` returns string of specified property instead: | ||
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```SQL | ||
SELECT source.*, geoip.country_name AS a | ||
FROM source, geoip | ||
WHERE geoip.ip_range_start <= ip_to_int(source.ip) | ||
AND geoip.ip_range_end > ip_to_int(source.ip) | ||
AND geoip.ip_type = is_ipv4(source.ip); | ||
``` | ||
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**Future plan for additional data-sources** | ||
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- Currently only using pre-existing geoip table defined within spark is possible. | ||
- There is future plans to allow users to specify data sources: | ||
- API data sources - if users have their own geoip provided will create ability for users to configure and call said endpoints | ||
- OpenSearch geospatial client - once geospatial client is published we can leverage client to utilize OpenSearch geo2ip functionality. | ||
- Additional datasource connection params will be provided through spark config options. |
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