Transform Dataframe

This rest endpoint returns a transformed DataFrame if the project is AutoML enabled or the project has time series transformation enabled. The transformation applied are dictated by the AutoML/time series expansion configuration for the project, please see AutoML Control Parameters section for details. For regular projects the transform endpoint will return the original DataFrame.

URL

POST /symetry/rest/{cid}/projects/{pid}/transform [body=DataFrame]

HTTP Responses

HTTP Status Code	HTTP Status Message	Description
200	OK	Transformation OK
400	BAD REQUEST	Unknown SymetryML project. {"statusCode":"BAD_REQUEST","statusString":" + Cannot Find SYMETRYML id[r2] for Customer id [c1]","values":{}}

HTTP Response Entity

The response is a DataFrame, with the corresponding AutoML transformations as specified during project creation.

Sample Request/Response

Request:
POST url="http://charm:8080/symetry/rest/c1/projects/irisTest/transform"

Body:
{
    "attributeNames":["sepal_length","sepal_width","petal_length","petal_width","sepal_lengt_b1","sepal_lengt_b2","sepal_width_b1","sepal_width_b2","petal_length_b1","petal_length_b2","petal_width_b1","petal_width_b2","Iris_setosa","Iris_versicolor","Iris_virginica"],
    "attributeTypes":["C","C","C","C","B","B","B","B","B","B","B","B","B","B","B"],
    "data":[
        ["4.3","3","1.1","0.1","1","0","0","1","1","0","1","0","1","0","0"],
        ["4.8","3","1.4","0.1","1","0","0","1","1","0","1","0","1","0","0"],
        ["4.9","3.1","1.5","0.1","1","0","0","1","1","0","1","0","1","0","0"],
        (...)
        ["7.2","3.6","6.1","2.5","0","1","0","1","0","1","0","1","0","0","1"]
    ]
}

Response:
{
    "attributeNames":["sepal_length","sepal_width","petal_length","petal_width","sepal_length_*_sepal_length","Iris_setosa"],
    "attributeTypes":["C","C","C","C","B"],
    "data":[
        ["4.3","3","1.1","0.1","0.11", "1"],
        ["4.8","3","1.4","0.1","0.114","1"],
        ["4.9","3.1","1.5","0.1","0.15","1"],
        (...)
        ["7.2","3.6","6.1","2.5","15.25","0"]
    ]
}