ip2continent_name¶
ip2continent_name(ip)
Description¶
Get continent
of ip
This functions uses IP address data powered by IPinfo and released under Creative Commons Attribution-ShareAlike 4.0 International License. You are required to attribute IPinfo to use their free datasets. The attribution requirements can be met by giving their service credit as your data source. Simply place a link to IPinfo on the website, application, or social media account that uses their data.
Usage¶
Call or Deploy ip2continent_name
?
Call ip2continent_name
directly
The easiest way to use bigfunctions
ip2continent_name
function is deployed in 39 public datasets for all of the 39 BigQuery regions.- It can be called by anyone. Just copy / paste examples below in your BigQuery console. It just works!
- (You need to use the dataset in the same region as your datasets otherwise you may have a function not found error)
Public BigFunctions Datasets
Region | Dataset |
---|---|
eu |
bigfunctions.eu |
us |
bigfunctions.us |
europe-west1 |
bigfunctions.europe_west1 |
asia-east1 |
bigfunctions.asia_east1 |
... | ... |
Deploy ip2continent_name
in your project
Why deploy?
- You may prefer to deploy
ip2continent_name
in your own project to build and manage your own catalog of functions. - This is particularly useful if you want to create private functions (for example calling your internal APIs).
- Get started by reading the framework page
Deployment
ip2continent_name
function can be deployed with:
pip install bigfunctions
bigfun get ip2continent_name
bigfun deploy ip2continent_name
Requirements
ip2continent_name
uses the following secrets. Get them by reading the documentation link and store them in Google Secret Manager in the project where you deploy the function (and give Accessor role to the service account of the function):
name | description | documentation to get the secret |
---|---|---|
ipinfo_token |
IP Info Token | doc |
Examples¶
select bigfunctions.eu.ip2continent_name("152.216.7.110")
select bigfunctions.us.ip2continent_name("152.216.7.110")
select bigfunctions.europe_west1.ip2continent_name("152.216.7.110")
+---------------+
| continent |
+---------------+
| North America |
+---------------+
Use cases¶
You have web server logs stored in BigQuery that contain the IP addresses of visitors. You want to analyze traffic patterns by continent. You can use the ip2continent_name
function to add a "continent" column to your log data:
#standardSQL
SELECT
timestamp,
request,
userAgent,
clientIp,
bigfunctions.us.ip2continent_name(clientIp) AS continent -- Assuming your data is in US region
FROM
`your_project.your_dataset.your_webserver_logs`;
This query adds a continent
column derived from the clientIp
column. You can then use this new column for aggregations and reporting:
#standardSQL
SELECT
continent,
COUNT(*) AS visit_count
FROM (
SELECT
bigfunctions.us.ip2continent_name(clientIp) AS continent
FROM
`your_project.your_dataset.your_webserver_logs`
)
GROUP BY continent
ORDER BY visit_count DESC;
This would give you a breakdown of the number of visits from each continent. Remember to replace your_project.your_dataset.your_webserver_logs
with the actual path to your table and select the appropriate BigQuery region for the function call (e.g., bigfunctions.eu
, bigfunctions.asia_northeast1
, etc.) based on your data location.
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If the function does not work as expected, please
- report a bug so that it can be improved.
- or open the discussion with the community on Slack.
We also provide professional suppport.