Retrain the specified automation project

put/projects/{projectId}

Internal-Use Only

To retrain an automation project with changed parameters, use the retrainProject endpoint. By default, the service generates a new automated pipeline. This behavior can be overwritten with an optional query parameter replacePreviousPipelines. When set to true, the parameter instructs the service to remove all previous automatically generated pipelines before creating a new pipeline.

Request Samples

application/vnd.sas.analytics.ml.pipeline.automation.project+json
1

Response Samples

202
application/vnd.sas.analytics.ml.pipeline.automation.project+json
1{
2  "creationTimeStamp": "2022-03-01T19:55:42.658381Z",
3  "createdBy": "username",
4  "modifiedTimeStamp": "2022-03-02T07:02:38.617258Z",
5  "modifiedBy": "username",
6  "revision": 10,
7  "id": "07d7b51f-6970-4225-8f03-eda03fcc810c",
8  "name": "Modified Project Name",
9  "links": [
10    {
11      "method": "GET",
12      "rel": "up",
13      "href": "/mlPipelineAutomation/projects",
14      "uri": "/mlPipelineAutomation/projects",
15      "type": "application/vnd.sas.collection",
16      "itemType": "application/vnd.sas.analytics.ml.pipeline.automation.project"
17    },
18    {
19      "method": "GET",
20      "rel": "self",
21      "href": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c",
22      "uri": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c",
23      "type": "application/vnd.sas.analytics.ml.pipeline.automation.project"
24    },
25    {
26      "method": "PUT",
27      "rel": "update",
28      "href": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c",
29      "uri": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c",
30      "type": "application/vnd.sas.analytics.ml.pipeline.automation.project"
31    },
32    {
33      "method": "DELETE",
34      "rel": "delete",
35      "href": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c",
36      "uri": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c"
37    },
38    {
39      "method": "DELETE",
40      "rel": "propagateDelete",
41      "href": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c?propagate=true",
42      "uri": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c?propagate=true"
43    },
44    {
45      "method": "GET",
46      "rel": "state",
47      "href": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c/state",
48      "uri": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c/state",
49      "type": "text/plain"
50    },
51    {
52      "method": "PUT",
53      "rel": "updateState",
54      "href": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c/state?value={value}",
55      "uri": "/mlPipelineAutomation/projects/07d7b51f-6970-4225-8f03-eda03fcc810c/state?value={value}",
56      "responseType": "text/plain"
57    }
58  ],
59  "version": 3,
60  "dataTableUri": "/dataTables/dataSources/cas~fs~cas-shared-default~fs~Public/tables/DATA",
61  "type": "predictive",
62  "state": "retraining",
63  "settings": {
64    "locale": "en-US",
65    "replacePreviousPipelines": false
66  },
67  "analyticsProjectAttributes": {
68    "analyticsProjectId": "0594f275-4c39-4bd1-a50b-3d25714becc3",
69    "targetVariable": "LOAN",
70    "targetEventLevel": "1"
71  },
72  "championModel": {},
73  "pipelineBuildMethod": "automatic"
74}

Path Parameters

Name	Type	Required	Description
projectId	string	true	projectId

Query Parameters

Name	Type	Required	Description
replacePreviousPipelines	boolean	false	Flag to replace previous pipelines Default: false
action	string	true	The retrain project action Allowed value: retrainProject Default: retrainProject

Header Parameters

Name	Type	Required	Description
Accept-Language	string	true	Accept-Language
If-Match	string	true	If-Match

Request Body

project

This object contains metadata and information about an automation project.

Name	Type	Required	Description
analyticsProjectAttributes	Analytics Project Attributes	true	This object contains a list of analytics project attributes related to Model Studio project settings.
dataTableUri	string	true	Data table URI
description	string	false	Description of the automation project
name	string	true	Name of the automation project
revision	integer<int64>	false	Revision of the automation project instance
settings	Automation Project Settings	false	A collection of optional settings to configure an automation project after Model Studio project is created based on analyticsProjectAttributes.
state	string	false	Automation Project state. One of the enums [pending, preparing, waiting, ready, modeling, constructingPipeline, runningPipeline, quiescing, quiesced, completed, canceled, failed, oversampling, retraining]. Allowed values: pendingpreparingwaitingreadymodelingconstructingPipelinerunningPipelinequiescingquiescedcompletedcanceledfailedoversamplingretraining
type	string	true	Automation project type Allowed value: predictive
pipelineBuildMethod	string	false	The method used to generate the project pipeline Allowed values: automatictemplate
version	integer<int32>	false	Version of the resource
championModel	Champion Model	false	This object contains a summary of champion model.
customProperties	object	false	Custom properties expressed as a map of strings that are associated with the automation project. These properties are added to the ProviderSpecificProperties map of the generated analytics project (prefixed with 'customMLPA_').
links	array [Link]	false	The links that apply to this automation project

Responses

Status	Meaning	Description
202	Accepted	The action was accepted and the automation project was updated.	Headers	Schema
400	Bad Request	One or more parameters were invalid.		Schema
404	Not Found	No automation project with the provided entity ID was found.		Schema
412	Precondition Failed	The value supplied in the If-Match header did not match the expected value.		Schema
428	Precondition Required	An If-Match header was not supplied on the update request.		Schema