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AmazonML

FREE
By serg.osipchuk
Updated 4 months ago
Machine Learning
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AmazonML API Documentation

Build machine learning models to generate predictions.

View API Details
POSTaddTags
POSTcreateBatchPrediction
POSTcreateDataSourceFromRDS
POSTcreateDataSourceFromRedshift
POSTcreateDataSourceFromS3
POSTcreateEvaluation
POSTcreateMLModel
POSTcreateRealtimeEndpoint
POSTdeleteDataSource
POSTdeleteEvaluation
POSTdeleteModel
POSTdeletePrediction
POSTdeleteRealtimeEndpoint
POSTdeleteTags
POSTdescribeDataSources
POSTdescribeEvaluations
POSTdescribeModels
POSTdescribePredictions
POSTdescribeTags
POSTgetDataSource
POSTgetEvaluation
POSTgetModel
POSTgetPrediction
POSTpredict
POSTupdateDataSource
POSTupdateEvaluation
POSTupdateModel
POSTupdatePrediction
POSTaddTags

Adds one or more tags to an object, up to a limit of 10. Each tag consists of a key and an optional value. If you add a tag using a key that is already associated with the ML object, AddTags updates the tag's value.

Header Parameters
X-RapidAPI-HostSTRING
REQUIRED
X-RapidAPI-KeySTRING
REQUIRED
Required Parameters
tagsARRAY
REQUIREDArray of objects. The key-value pairs to use to create tags. If you specify a key without specifying a value, Amazon ML creates a tag with the specified key and a value of null. See README for more details.
apiKeyCREDENTIALS
REQUIREDAPI key obtained from Amazon.
resourceTypeSELECT
REQUIREDThe type of the ML object to tag. Valid Values: BatchPrediction; DataSource; Evaluation; MLModel
regionSTRING
REQUIREDRegion.
apiSecretCREDENTIALS
REQUIREDAPI secret obtained from Amazon.
resourceIdSTRING
REQUIREDThe ID of the ML object to tag. For example, exampleModelId.
Code Snippet
NodeJS
unirest.post("https://AmazonMLserg-osipchukV1.p.rapidapi.com/addTags")
.header("X-RapidAPI-Host", "AmazonMLserg-osipchukV1.p.rapidapi.com")
.header("X-RapidAPI-Key", "SIGN-UP-FOR-KEY")
.header("Content-Type", "application/x-www-form-urlencoded")
.end(function (result) {
  console.log(result.status, result.headers, result.body);
});
Sample Response
General
Request URL: https://AmazonMLserg-osipchukV1.p.rapidapi.com/addTags
Request Method: POST
Response Headers
Response Body
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Install SDK for NodeJS

Installing

To utilize unirest for node.js install the the npm module:

$ npm install unirest

After installing the npm package you can now start simplifying requests like so:

var unirest = require('unirest');

Creating Request

unirest.post("https://AmazonMLserg-osipchukV1.p.rapidapi.com/addTags")
.header("X-RapidAPI-Host", "AmazonMLserg-osipchukV1.p.rapidapi.com")
.header("X-RapidAPI-Key", "SIGN-UP-FOR-KEY")
.header("Content-Type", "application/x-www-form-urlencoded")
.end(function (result) {
  console.log(result.status, result.headers, result.body);
});
OAuth2 Authentication
Client ID
Client Secret
OAuth2 Authentication