Payload field transformers
A very important feature in Lead Prosper is the ability to modify or transform the data passed by the suppliers before it's sent to the buyer.
This is needed in most multi buyer setups, where your supplier is passing data in a format that your buyer might not accept. Take for example a phone number. Your supplier might send it as 1 (313) 2492384. However, your buyer wants it as 3132492384. No spaces, no extra characters, no country code.
For this purpose, Lead Prosper created a couple of handy modifiers that you can use when building your payloads to help you transform the data.
 How To
 Practical Example
 Available Transformers
 Important Notes
 Appendix A  Special Characters
 Appendix B  Valid Date Formats
 Appendix C  Output Date Formats
How to use Field Transformers
To use any transformer on any dynamic field, all you need to do is add the  symbol inside the merge tag. Example: {{FieldTransformer:Parameter}}
Some transformers need parameters, like date, where you can pass the format in which you want to get the date. Consult the table bellow for all the available transformers and their parameters.
You can use more than 1 modifier for 1 string. Example: {{FieldTransformer1Transformer2Transformer3}} {{fieldreplace:Male@@Mreplace:Female@@F}}
Some transformers will need more than 1 parameter. Parameters are delimited by @@. Example: {{Fieldchars:0@@4}}.
Field transformers can be use in the following places:
 realtime and webhook payload builder, for both HTTP or Email delivery
 direct post and ping/post URLs
 direct post and ping/post headers
Practical Example
Let's assume we have the following multi buyer campaign:
Our supplier generates the following lead:
 first_name: David
 dob: 02/12/1967
 phone_number: 1 (619) 2674352
 income: $100,000
 email: david@company.com
Our buyer John would like to receive the first name in upper case, lead's age instead of dob and income as a number.
On the other hand, Jane would like to receive the first name lower case, email as md5 hash, and phone as a 10digit phone number.
To make this possible, we have to apply the following transformers to our campaign fields before we send the data to the buyer:
 to get the upper case name, we will use {{first_nameupper_case}}
 to get the lower case name, we will use {{first_namelower_case}}
 to get the age for John, we will use {{dobage}}
 to get the income as number, we will use {{incomenumber}}
 to get the md5 hash of the email, we will use {{emailencode:md5}}
 to get the phone as a 10 digit number, we will use {{phone_numberphone:10}}
Here is the final payload for John
Available transformers
# camel_case
Transforms the given input to camel case format.
Examples
Given your input is My name is John
, applying camel_case
will transform it to myNameIsJohn
# kebab_case
Transforms the given input to kebab case format.
Examples
Given your input is my name is john
, applying kebab_case
will transform it to mynameisjohn
Given your input is MY name IS John
, applying kebab_case
will transform it to mynameisjohn
# lower_case
Transforms the given input to lower case format.
Examples
Given your input is MY NAME IS JOHN
, applying lower_case
will transform it to my name is john
# upper_case
Transforms the given input to upper case format.
Examples
Given your input is my name is John
, applying upper_case
will transform it to MY NAME IS JOHN
# pascal_case
Transforms the given input to pasca case format.
Examples
Given your input is my name is john
, applying pascal_case
will transform it to MyNameIsJohn
Given your input is MY name IS John
, applying pascal_case
will transform it to MYNameISJohn
# snake_case
Transforms the given input to snake case format.
Examples
Given your input is my name is john
, applying snake_case
will transform it to my_name_is_john
Given your input is MY name IS John
, applying snake_case
will transform it to m_y_name_i_s_john
# slug
Transforms the given input to a URL slug format.
Examples
Given your input is My name is John
, applying slug
will transform it to mynameisjohn
# title
Transforms the given input into a title.
Examples
Given your input is my name is john
, applying title
will transform it to My Name Is John
# number
Strips the given input of any characters that are not decimal.
Params
 DECIMALS

Optional. If provided, the output will contain the configured number of
DECIMALS
, without rounding.
Examples
Given your input is $12,345.67
, applying number
will transform it to 12345.67
Given your input is $12,345.67
, applying number:0
will transform it to 12345
Given your input is
$12,345.67
, applying
number:1
will transform it to
12345.6
# phone
Strips the given input of any characters that are not decimal.
Params
 LENGTH

Optional. If provided, the output will contain only the last
LENGTH
characters.
Examples
Given your input is 1 (543) 2216734
, applying phone
will transform it to 15432216734
Given your input is 1 (543) 2216734
, applying phone:10
will transform it to 5432216734
# age
Converts a valid formatted date to a number, representing the age.
Params
 DECIMALS

Optional. If provided, the output will contain the configured number of
DECIMALS
.
Examples
Given your input is 1965/07/22
and the current date is 2021/03/31
, applying age
will transform it to 55
Given your input is 1965/07/22
and the current date is 2021/03/31
, applying age:2
will transform it to 55.73
# mask
Replaces any input with ***
Examples
Given your input is a random text
, applying mask
will transform it to ***
# upper_first
Converts the first character of an input to upper case.
Examples
Given your input is my name is john
, applying upper_first
will transform it to My name is john
# lower_first
Converts the first character of an input to upper case.
Examples
Given your input is My name is John
, applying lower_first
will transform it to my name is John
# encode
Encodes a given input to a specified format. Available formats are: base64
,md5
,sha1
,url
,sha256
,sha512
Examples
Given your input is my name is john
, applying encode:base64
will transform it to bXkgbmFtZSBpcyBqb2hu
Given your input is my name is john
, applying encode:md5
will transform it to bc6c896afca1a6f10af0fade0fa4d251
Given your input is my name is john
, applying encode:sha1
will transform it to 22018acc5659c6946f43e574db7635f1f3861fc7
Given your input is my email is john@doe.com
, applying encode:url
will transform it to my+email+is+john%40doe.com
Given your input is my name is john
, applying encode:sha256
will transform it to 96d9632f363564cc3032521409cf22a852f2032eec099ed5967c0d000cec607a
Given your input is my name is john
, applying encode:sha512
will transform it to b7fcc6e612145267d2ffea04be754a34128c1ed8133a09bfbbabd6afe6327688aa71d47343dd36e719f35f30fa79aec540e91b81c214fddfe0bedd53370df46d
# decode
Decodes a given input from a specified format. Available formats are: base64
,url
Examples
Given your input is bXkgbmFtZSBpcyBqb2hu
, applying decode:base64
will transform it to my name is john
Given your input is my+email+is+john%40doe.com
, applying decode:url
will transform it to my email is john@doe.com
# escape
Escapes single quote '
, double quote "
and backslash \
characters
Examples
Given your input is my name is "john"
, applying escape
will transform it to my name is \"john\"
Given your input is my name is 'john'
, applying escape
will transform it to my name is \'john\'
Given your input is my name is \john\
, applying escape
will transform it to my name is \\john\\
# trim
Remove whitespaces from start and end of the input.
Examples
Given your input is my name is john
, applying trim
will transform it to my name is john
# chars
Extracts a given number of characters from the input begging from a starting position.
Params
 START

Required. First letter is
0
. Can also be negative.  LENGTH
 Optional. Total number of characters to extract
Examples
Given your input is 1234 is your code
, applying chars:0@@4
will extract 4 characters from position 0, returning 1234
Given your input is your code is: 1234
, applying chars:4
will extract the last 4 characters, returning 1234
Given your input is use 123456 to login
, applying chars:4@@6
will extract 6 characters from position 4, returning 123456
Given your input is your login code is: X3G4
, applying chars:19
will extract all characters from position 19 to the end, returning X3G4
# last
Extract the last given number of characters from the input.
 LENGTH
 Required. Total number of characters to extract
Examples
Given your input is your code is: 1234
, applying last:4
will return 1234
# first
Extract the first given number of characters from the input.
 LENGTH
 Required. Total number of characters to extract
Examples
Given your input is 1234 is your code
, applying first:4
will return 1234
# append
Add a given string/character at the end of the input.
 STRING
 Required. String/character to append
Examples
Given your input is my name is
, applying append:john
will transform it my name is john
# prepend
Add a given string/character at the end of the input.
 STRING
 Required. String/character to prepend
Examples
Given your input is John
, applying prepend:Customer name is:
will transform it Custom name is: John
# pad_left
Adds a given string/character sequence to the left (beginning) of the input, until the final output is of desired length. This can be useful to add leading 0 to numbers under 10, for example for days or months in the year.
 LENGTH
 Required. Final desired string length, after concatenation
 STRING
 Required. String/character to use
Examples
Given your input is 1
, applying pad_left:2@@0
will transform it to 01
Given your input is my name is john
, applying pad_left:20@@#
will transform it to #####my name is john
# pad_right
Same as pad_left
, but the string is added to right (end) of the input.
 LENGTH
 Required. Final desired string length, after concatenation
 STRING
 Required. String/character to use
Examples
Given your input is my name is john
, applying pad_right:20@@#
will transform it to my name is john#####
# pad_both
Same as pad_left
and pad_right
, but the string is added to both left (beginning) and right (end) of the input.
 LENGTH
 Required. Final desired string length, after concatenation
 STRING
 Required. String/character to use
Examples
Given your input is my name is john
, applying pad_both:20@@#
will transform it to ##my name is john###
# replace
Replaces a string/character with another string/character. This method is case sensitive. As a result, JOHN
will not match john
 SOURCE
 Required. String/character to replace
 DESTINATION

Optional. String/character to use as replacement. If empty,
SOURCE
will be removed.
Examples
Given your input is my_name_is_john
, applying replace:_@@^
will transform it to my^name^is^john
Given your input is my name is john
, applying replace:john@@jane
will transform it to my name is jane
Given your input is my name is john
, applying replace:JOHN@@jane
will transform it to my name is john
Given your input is your code is 1234
, applying replace:your
will transform it to code is 1234
# remove_chars
Finds and remove a list of characters from the input. This method is case sensitive. As a result, J
will not match j
This method will remove invididual characters, not strings. Use replace
if you need to remove full words.
 LIST
 Required. List of characters to remove
Examples
Given your input is my name is john
, applying remove_chars:mn
will transform it to y ae is joh
Given your input is my name is john
, applying remove_chars:MN
will transform it to my name is john
# fallback
This method allows you to set a default value for an empty input parameter.
 STRING
 Required. String to return
Examples
Given your input is my name is john
, applying fallback:this is a test
will return my name is john
, because your input field is not empty.
Given your input is
, applying fallback:this is a test
will return this is a test
# date
This method allows you to format a valid formatted date to another format. Check Appendix C for possible output formats.
 OUTPUT FORMAT
 Required. Valid date format
 SOURCE FORMAT
 Optional. The source format of the date value. IMPORTANT: This field is required when your date starts with the month (m/d/Y, mdY, etc)
Examples
Given your input is 2015/07/21
, applying date:Ymd\TH:i:s\Z
will transform it 20150721T00:00:00Z
Given your input is 20150721 01:23:45 PM
, applying date:Ymd H:i:s
will transform it 20150721 13:23:45
Given your input is 20200203 23:45:23
, applying date:Ymd h:i:s A
will transform it 20200203 11:45:23 PM
Given your input is 07232000
and your field date format is 01/15/2000
(m/d/Y), applying date:Ymd
will fail, because the date starts with a month. Applying date:Ymd@@m/d/Y
will transform the date to 20000723. Please make sure the SOURCE FORMAT matches your campaign field date format, otherwise the transformer will ignore the date.
# date_add
This method allows you to add an interval of time to a date.
 INTERVAL
 Required. Valid interval. Possible values are: Y, M, W, D, h, m, s
Important notes:
 The date might not start with the month. Please use the date transformer to format the date to a different format before applying date_add or date_sub transformers
 The output value will always be in this format: YMD H:M:S, regardless if the input date was just YMD or any other format. As such, it might be required that, after applying this transfomer, you will need to use the date transformer to correct the output.
 You can use any combination of the intervals, and omit the ones with 0. Ex: 1M 1m 10s will add 1month, 1minute and 10seconds. The only caveat is to not add the weeks before the month.
Examples
Given your input is 2015/07/21
, applying date_add:1Y 1M 1D
will transform it 20160822 00:00:00
Given your input is 20150721 01:23:45 PM
, applying date_add:3h 10m 15s
will transform it 20150721 04:34:00
# date_sub
This method allows you to subtract an interval of time from a date.
 INTERVAL
 Required. Valid interval. Possible values are: Y, M, W, D, h, m, s
Please check date_add transformer for more info.
# date_diff
This method allows you to calculate the difference between a given date and today's date
 INTERVAL
 Required, interval in which the diff is calculated. Possible values are: days, months, years
Important notes:
 The date might not start with the month. Please use the date transformer to format the date to a different format before applying this transformers
Combined with if_else_between transformer, you can easily transform a date to a text. Say we have the incident date and we need to send to our a buyer one of the following intervals: In the last month, More than a month ago, More than a year ago. To do so, we will apply the date_diff:months
transformer and combine it with if_else_between
to transform a number (the number of months since the incident) to the desired buyer interval.
Examples
Given your input is 2015/07/21
, applying  date_diff:months
will transform it 86
, assuming today's date is 20221010.
Given your input is 20150721 01:23:45 PM
, applying date_diff:years
will transform it 7
, assuming today's date is 20221010.
# timezone
This method allows you to convert the timezone for a date
 TIMEZONE
 Required.
Timezone abbreviation must be one of the timezones listed here.
This transformer should only be used for UTC dates or dates that contain the timezone in the string. By default, this will treat every date as UTC. This transformer is mostly used with our system field keys: lp_date and lp_timestamp.
# us_state and us_state_long
Transforms a matching US state string between full text or 2 letter abbreviation
Examples
Given your input is Florida
, applying us_state
will transform it to FL
Given your input is FL
, applying us_state_long
will transform it to Florida
# to_bool
Transforms 0 to 'false' and 1 to 'true'. Any other input will be ignored.
Examples
Given your input is 0
, applying to_bool
will transform it to false
Given your input is 1
, applying to_bool
will transform it to true
Given your input is test
, applying to_bool
will transform it to test
# from_bool
Transforms 'false' to 0 and 'true' to 1. Any other input will be ignored.
Examples
Given your input is false
, applying from_bool
will transform it to 0
Given your input is true
, applying from_bool
will transform it to 1
Given your input is test
, applying from_bool
will transform it to test
# if_else
Transforms values based on a configuration map and simple conditions. This is very useful on text fields that receive fixed values from suppliers, but have to be mapped to different buyer values.
The format of this transformer is: if_else:[FIND>REPLACE@@FIND>REPLACE@@fallback>REPLACE]. fallback
is optional. There is no limit on how many FIND>REPLACE keys you can add See examples bellow on how to use.
Important: this transformer works on full input values, not on parts of the value. The conditions are evaluated in order. If any of them matches, the others are ignored and the input value is replaced with the value of the condition. The optional fallback
condition can be added in case all if
conditions are not met. If fallback
and no conditions are met, the original input value will be preserved.
Examples
Let's consider we have a credit_score field that can receive the following values: 300600
, 600700
, 700900
Your buyer needs the credit_score as: poor
, fair
, good
To achieve that, we have to transform the field: {{credit_scoreif_else:[300600>poor@@600700>fair@@700900>good]}}
If the supplier sends the value 600700
, the following will happen: we will first try to match 300600
. Because that was a no match, we continue to the next condition, which is 600700
. Because this matches, we will replace the credit_score field to fair
If you want to replace all other values with "unknown", you will need to add the fallback
condition: {{credit_scoreif_else:[300600>poor@@600700>fair@@700900>good@@fallback>unknown]}}
# if_else_between
Transforms values based on a configuration map and a numeric value that is between a min and a max value. This is very useful on fields that receive a numeric value from suppliers, but have to be mapped to different buyer values depending on a value range.
The format of this transformer is: if_else_between:[MIN,MAX>REPLACE@@MIN,MAX>REPLACE@@fallback>REPLACE]. fallback
is optional. There is no limit on how many MIN,MAX>REPLACE keys you can add. See examples bellow on how to use.
Important: ensure the value of the field is numeric. Multiple formats are accepted, like: 1234; 1,234; 1,234.56. Any other format most likely will fail. The conditions are evaluated in order. If any of them matches, the others are ignored and the input value is replaced with the value of the condition. The optional fallback
condition can be added in case all if
conditions are not met. If fallback
and no conditions are met, the original input value will be preserved.
Examples
Let's consider we have a field that receives a number of miles a car is driven every year. Examples: 11,000
, 5000
However, your buyer needs to know an approximate range, like: 1000
, 5000
, 10000
, 15000
To achieve that, we have to transform the field: {{car_milesif_else_between:[0,1000>1000@@1001,5000>5000@@5001,10000>10000@@10000,over>15000@@fallback>10000]}}
In this example, if the supplier passes 7000
, the buyer will receive 10000. If the supplier passes 11256
, the buyer will receive 15000. If supplier does not send this field, because we use fallback
, buyer will receive 10000.
In the above example, we used 10000,over
. The reserved key over
can be used to define an unlimited max value for the range. This is the same as doing 10000,99999999999
# height
Transforms a given height (numeric value) into feet or inches.
 UNIT
 Required. Can be ft or in
Examples
Given your input is 67
, applying height:ft
will calculate the height in feet and return 5
Given your input is 67
, applying height:in
will extract the inches and return 7
# math_add
Transforms a field by permforming a mathematical addition. Only works if the input value is numeric. Maximum precision is 8 decimals.
 NUMBER
 Required. Must be numeric
Examples
Given your input is 24.78
, applying math_add:10.015
will return 34.795
# math_sub
Transforms a field by permforming a mathematical subtraction. Only works if the input value is numeric. Maximum precision is 8 decimals.
 NUMBER
 Required. Must be numeric
Examples
Given your input is 24.78
, applying math_sub:10.015
will return 14.765
# math_multiply
Transforms a field by permforming a mathematical multiplication. Only works if the input value is numeric. Maximum precision is 8 decimals.
 NUMBER
 Required. Must be numeric
Examples
Given your input is 24.78
, applying math_multiply:10.015
will return 248.1717
# math_divide
Transforms a field by permforming a mathematical division. Only works if the input value is numeric. Maximum precision is 8 decimals.
 NUMBER
 Required. Must be numeric
Examples
Given your input is 24.78
, applying math_divide:10.015
will return 2.47428856
# math_ceil
Transforms a value to the next highest integer value by rounding up if necessary. Only works if the input value is numeric.
Examples
Given your input is 24.78
, applying math_ceil
will return 25
# math_floor
Transforms a value to the next lowest integer value by rounding down if necessary. Only works if the input value is numeric.
Examples
Given your input is 24.78
, applying math_floor
will return 24
# math_modulo
This arithmetic operation calculates the remainder of a field value divided by the given argument. This function is very useful to convert height or months.
 NUMBER
 Required. Must be numeric and greater than 0
Examples
Given your input is 65
, applying math_modulo:12
will return 5
. Useful when you have the height in inches, and you need to extract the inches left after converting to ft/in.
Given your input is 26
, applying math_modulo:12
will return 2
. Useful when you have the total numbers of month left in a lease. and you need to calculate the months left without the matching years.
Important notes
 some characters will have to be converted when used as parameters for the modifier. Check Appendix A
 for the transformers that allow configuration, ensure that the following chars are not passed as a parameter:  and @@
 transformers with configuration errors, like invalid parameters or invalid modifiers, will be ignored. please run tests after adding a transformer to ensure your campaign can still receive and deliver the lead as you want.
Appendix A  special characters
Character  Replace with 
"  %22 
\  %5C 
&  %26 
Appendix B  valid format dates
A valid format date need to contain at least the year, month and day. Some valid formats are: 20200203 23:45:23, 20150721, 2015/07/21, 07112015, 07112015 14:23:08, 20150721 01:23:45 PM, first day next month, +3d
These are just a few examples, but our system can parse a wide variety of dates. Always check and test your input and output to ensure your campaigns do not stop working and transmit the data as you expect
If you are using a standard format provided by the Date & time field when configuring your campaign, you do not need to worry about anything.
Appendix C  output date formats
Format  Description  Output 
d  Day of the month, 2 digits with leading zeros  01 to 31 
D  A textual representation of a day, three letters  Mon through Sun 
j  Day of the month without leading zeros  1 to 31 
l (lowercase 'L')  A full textual representation of the day of the week  Monday through Sunday 
N  ISO8601 numeric representation of the day of the week  1 (for Monday) through 7 (for Sunday) 
S  English ordinal suffix for the day of the month, 2 characters  st, nd, rd, th. Works well with j 
w  Numeric representation of the day of the week  0 (for Sunday) through 6 (for Saturday) 
z  The day of the year (starting from 0)  0 to 365 
W  ISO8601 week number of year, weeks starting on Monday  42 (the 42nd week in the year) 
F  A full textual representation of a month, such as January or March  January through December 
m  Numeric representation of a month, with leading zeros  01 to 12 
M  A short textual representation of a month, three letters  Jan through Dec 
n  Numeric representation of a month, without leading zeros  1 to 12 
t  Number of days in the given month  28, 29, 30, 31 
Y  A full numeric representation of a year, 4 digits  1999, 2003 
y  A two digit representation of a year  99, 03 
a  Lowercase Ante meridiem and Post meridiem  am, pm 
A  Uppercase Ante meridiem and Post meridiem  AM, PM 
g  12hour format of an hour without leading zeros  1 to 12 
G  24hour format of an hour without leading zeros  0 to 23 
h  12hour format of an hour with leading zeros  01 to 12 
H  24hour format of an hour with leading zeros  00 to 23 
i  Minutes with leading zeros  00 to 59 
s  Seconds with leading zeros  00 to 59 
c  ISO 8601 date  20040212T15:19:21+00:00 
r  RFC 2822 formatted date  Thu, 21 Dec 2000 16:01:07 +0200 
U  Seconds since the Unix Epoch (January 1 1970 00:00:00 GMT)  1607730067 
These formats can be used to create virtually any date:
Format  Output 
Ymd H:i:s  20071012 14:33:56 
Ymd\TH:i:sP  20050815T15:52:01+00:00 
l, dMY H:i:s T  Monday, 15Aug2005 15:52:01 UTC 
Ymd\TH:i:sO  20050815T15:52:01+0000 
D, d M y H:i:s O  Mon, 15 Aug 05 15:52:01 +0000 
\O\\n Ymd \a\\t h:i:s A  On 20151207 at 01:30:00 PM 
If you wish to use your own words (like on, at), those characters have to be escaped by the help of \. Some (\e, \f, \n, \r, \t, \v) must be doubleescaped (\\e, \\f, \\n, \\r, \\t, \\v). See last example in the table above.