@Justinh_klik
Welcome to the community!
Unfortunately, both the url you shared are truncated and I am unable to see what you are attempting.
My initial thought would be to use a GenerateFlowFile processor sceduled based on a cron to run daily. You can use NiFi Expression Language (NEL) to dynamically define Attributes on the FlowFile each time GenerateFlowFile is scheduled to execute for "since" and "until" date strings you need to use in the URL used by the InvokeHTTP processor.
The GenerateFlowFile processor passes this daily generated FlowFile to the InvokeHTTP processor trigger its daily execution. The "HTTP URL" property in the InvokeHTTP processor also support NEL. Something like the following:
https://api.pagerduty.com/oncalls?since=${since}&until=${until}&users&Schedule_ids...
${since} and ${until} within above URL would get replaced with the values assigned to the FlowFile attributes "since" and "until" that exist in the FlowFile being passed to the InvokeHTTP processor.
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Thank you,
Matt