Custom Model Parser Service
This service is currently available to a limited set of clients.
The Custom Model Parser service lets you check the validity of decision trees written in our Bonsai Language. You should use this service to identify and resolve any Bonsai syntax or feature errors before using the Custom Model Service to upload trees for use in campaigns.
This page walks you through the validation process. For background information on the purpose of custom models, see Custom Models.
Step 1. Base64-encode your Bonsai decision tree
Once you have written your decision tree in our Bonsai Language, base64-encode it.
Step 2. Create a JSON file containing your encoded tree
Create a JSON file as shown below. The main object must contain a
custom-model-parser object with the encoded tree as a string in the
POST the file to the Custom Model Parser Service
POST call to the Custom Model Parser Service as shown below.
Step 4. Check the response
Tree is valid
If your Bonsai decision tree is valid, the
custom-model-parser object in the response will contain the following fields:
Your decision tree, in our internal Lisp storage format.
The size of your decision tree, in bytes, in our internal Lisp storage format.
Size Limit: The Lisp version of your tree must be smaller than 3 MB, or 3,145,728 bytes. If it is larger than that, you will not be able to add your tree using the Custom Model Service.
Tree is not valid
If your Bonsai decision tree is not valid, the
error field in the response will identify the issue. An error can result from either invalid Bonsai syntax or invalid usage of Bonsai features. See Error Messages below for more details.
Illegal character found:
Second root node found:
Numeric operator used with non-numeric type:
Incorrect number of elements in a list (like having 3 elements in a range expression):
There are two types of features: Features we validate against the DB, and features whose values must be certain numeric values. Validating against the DB, the error message seen for an invalid value is:
Validating numeric values, the error message seen for an invalid value is:
Features, descriptions, numeric restrictions are as follows:
country: Country string
region: Region string
city: City string
supply_type: Supply type
domain: URL string
browser: Browser string
carrier: Carrier string
os_family: OS family string
: Valid placement id
size: Size string
placement_group: Valid placement group id
publisher: Valid publisher id
mobile_app: Valid mobile app id
cookie_age: Cookie age in minutes
user_hour: User hour must be between 0 and 23
user_day: User day must be between 0 and 6
advertiser_life_freq: Advertiser life frequency must be a positive integer
advertiser_day_freq: Advertiser day frequency must be a positive integer
advertiser_recency: Advertiser recency must be positive integer or -1
device_type: Device type string
estimated_iab_viewthrough_rate: IAB viewthrough rate must be a number between 0 and 1