Check out this Miscellaneous WhizzML script "Unify optype"

Unify optype | BigML.com

FREE

Unify optype

Details:

Created	Thu, 8 Oct 2026 15:02:29 +0000
Published	Thu, 8 Oct 2026 17:25:59 +0000

Description:

Ensures that a dataset made from a given source has fields with the same optype as a different given dataset

Tags:

BigMLer BigMLer_ThuOct0826_170229

URL:

https://bigml.com/user/whizzml/gallery/script/6ac7b085abe2009f3014ee1f

Script FREE

Source code

;; Given a source with possibly incorrect optypes and a dataset with
;; correct optypes, returns a dataset built from the source which has
;; the same field optypes as the given dataset, matching field
;; names. It also has the same field locales and term_analysis, if
;; applicable.

(define (unify-optype source-id dataset-id)
  (let (ds (fetch dataset-id)
        ds-ids (ds "input_fields")
        ds-locale (ds "locale")
        src-fields (resource-fields source-id)
        src-ids (keys src-fields)
        ds-fields (map (lambda (x) 
                         (when (member? x ds-ids)
                         (find-field (ds "fields")
                                     (src-fields [x "name"]))))
                         src-ids)
        optype-list (map (lambda (x) (x "optype")) ds-fields) 
        locale-list (map (lambda (x) (x "locale" false)) ds-fields)
        term-list (map (lambda (x) (x "term_analysis" false)) ds-fields)
        optype-map (map (lambda (x) {"optype" x}) optype-list)
        locale-map (map (lambda (x y) (if y (merge x {"locale" y}) x)) 
                        optype-map locale-list)
        term-map (map (lambda (x y) (if y (merge x {"term_analysis" y}) x))
                      locale-map term-list)
        fields-map (make-map src-ids term-map))
    (create-dataset (update source-id {"fields" fields-map 
                                       "source_parser" {"locale" 
                                                        ds-locale}}))))

(define generated-dataset (wait (unify-optype source template-dataset)))

Description

Inputs

Outputs

License: Creative Commons Zero V1.0
Script FREE

Unify optype | BigML.com

Sending Request...

COMPANY

PRODUCT

BUSINESS

TRAINING

GALLERY

License

Embed this Script in your web site

COMPANY

PRODUCT

BUSINESS

TRAINING

GALLERY