Yes, it's possible to use the REST API with Splunk Cloud, but you must have Splunk Support enable it.
What problem are you trying to solve? What exactly do you mean by "get data"?
What documents have you read and what do you not understand about them?
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If this reply helps you, Karma would be appreciated.
