EXAMPLE - Domain Functions
This examples illustrates how you can extract component parts of a URL using specialized functions for the URL data type.
Functions:
Item | Description |
|---|---|
DOMAIN Function | Finds the value for the domain from a valid URL. Input values must be of URL or String type. |
SUBDOMAIN Function | Finds the value a subdomain value from a valid URL. Input values must be of URL or String type. |
HOST Function | Finds the host value from a valid URL. Input values must be of URL or String type and can be literals or column references. |
SUFFIX Function | Finds the suffix value after the domain from a valid URL. Input values must be of URL or String type. |
URLPARAMS Function | Extracts the query parameters of a URL into an Object. The Object keys are the parameter's names, and its values are the parameter's values. Input values must be of URL or String type. |
FILTEROBJECT Function | Filters the keys and values from an Object data type column based on a specified key value. |
Source:
Your dataset includes the following values for URLs:
URL |
|---|
www.example.com |
example.com/support |
http://www.example.com/products/ |
http://1.2.3.4 |
https://www.example.com/free-download |
https://www.example.com/about-us/careers |
www.app.example.com |
www.some.app.example.com |
some.app.example.com |
some.example.com |
example.com |
http://www.example.com?q1=broken%20record |
http://www.example.com?query=khakis&app=pants |
http://www.example.com?q1=broken%20record&q2=broken%20tape&q3=broken%20wrist |
Transformation:
When the above data is imported into the application, the column is recognized as a URL. All values are registered as valid, even the numeric address.
To extract the domain and subdomain values:
Transformation Name | |
|---|---|
Parameter: Formula type | Single row formula |
Parameter: Formula | DOMAIN(URL) |
Parameter: New column name | 'domain_URL' |
Transformation Name | |
|---|---|
Parameter: Formula type | Single row formula |
Parameter: Formula | SUBDOMAIN(URL) |
Parameter: New column name | 'subdomain_URL' |
Transformation Name | |
|---|---|
Parameter: Formula type | Single row formula |
Parameter: Formula | HOST(URL) |
Parameter: New column name | 'host_URL' |
Transformation Name | |
|---|---|
Parameter: Formula type | Single row formula |
Parameter: Formula | SUFFIX(URL) |
Parameter: New column name | 'suffix_URL' |
You can use the Wrangle in the following transformation to extract protocol identifiers, if present, into a new column:
Transformation Name | |
|---|---|
Parameter: Column to extract from | URL |
Parameter: Option | Custom text or pattern |
Parameter: Text to extract | `{start}%*://` |
To clean this up, you might want to rename the column to protocol_URL.
To extract the path values, you can use the following regular expression:
注意
Regular expressions are considered a developer-level method for pattern matching. Please use them with caution. See Text Matching.
Transformation Name | |
|---|---|
Parameter: Column to extract from | URL |
Parameter: Option | Custom text or pattern |
Parameter: Text to extract | /[^*:\/\/]\/.*$/ |
The above transformation grabs a little too much of the URL. If you rename the column to path_URL, you can use the following regular expression to clean it up:
Transformation Name | |
|---|---|
Parameter: Column to extract from | URL |
Parameter: Option | Custom text or pattern |
Parameter: Text to extract | /[!^\/].*$/ |
Delete the path_URL column and rename the path_URL1 column to the deleted one. Then:
Transformation Name | |
|---|---|
Parameter: Formula type | Single row formula |
Parameter: Formula | URLPARAMS(URL) |
Parameter: New column name | 'urlParams' |
If you wanted to just see the values for the q1 parameter, you could add the following:
Transformation Name | |
|---|---|
Parameter: Formula type | Single row formula |
Parameter: Formula | FILTEROBJECT(urlParams,'q1') |
Parameter: New column name | 'urlParam_q1' |
Results:
For display purposes, the results table has been broken down into separate sets of columns.
Column set 1:
URL | host_URL | path_URL |
|---|---|---|
www.example.com | www.example.com | |
example.com/support | example.com | /support |
http://www.example.com/products/ | www.example.com | /products/ |
http://1.2.3.4 | 1.2.3.4 | |
https://www.example.com/free-download | www.example.com | /free-download |
https://www.example.com/about-us/careers | www.example.com | /about-us/careers |
www.app.example.com | www.app.example.com | |
www.some.app.example.com | www.some.app.example.com | |
some.app.example.com | some.app.example.com | |
some.example.com | some.example.com | |
example.com | example.com | |
http://www.example.com?q1=broken%20record | www.example.com | |
http://www.example.com?query=khakis&app=pants | www.example.com | |
http://www.example.com?q1=broken%20record&q2=broken%20tape&q3=broken%20wrist | www.example.com |
Column set 2:
URL | protocol_URL | subdomain_URL | domain_URL | suffix_URL |
|---|---|---|---|---|
www.example.com | www | example | com | |
example.com/support | example | com | ||
http://www.example.com/products/ | http:// | www | example | com |
http://1.2.3.4 | http:// | |||
https://www.example.com/free-download | https:// | www | example | com |
https://www.example.com/about-us/careers | https:// | www | example | com |
www.app.example.com | www.app | example | com | |
www.some.app.example.com | www.some.app | example | com | |
some.app.example.com | some.app | example | com | |
some.example.com | some | example | com | |
example.com | example | com | ||
http://www.example.com?q1=broken%20record | http:// | www | example | com |
http://www.example.com?query=khakis&app=pants | http:// | www | example | com |
http://www.example.com?q1=broken%20record&q2=broken%20tape&q3=broken%20wrist | http:// | www | example | com |
Column set 3:
URL | urlParams | urlParam_q1 |
|---|---|---|
www.example.com | ||
example.com/support | ||
http://www.example.com/products/ | ||
http://1.2.3.4 | ||
https://www.example.com/free-download | ||
https://www.example.com/about-us/careers | ||
www.app.example.com | ||
www.some.app.example.com | ||
some.app.example.com | ||
some.example.com | ||
example.com | ||
http://www.example.com?q1=broken%20record | {"q1":"broken record"} | {"q1":"broken record"} |
http://www.example.com?query=khakis&app=pants | {"query":"khakis","app":"pants"} | |
http://www.example.com?q1=broken%20record&q2=broken%20tape&q3=broken%20wrist | {"q1":"broken record", "q2":"broken tape", "q3":"broken wrist"} | {"q1":"broken record"} |