How do I deploy shiny application effectively without hitting Publish button?

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When I try to deploy a Shiny application using the rsconnect in a script as below:

rsconnect::deployApp("D:/InterestingTasks/meterreadings/meterreading/") I get an error from shiny server stating:

Error: An error has occurred. Check your logs or contact the app author for clarification.

The application makes use of two .rds datasets in the folder where the .rmd resides. Any leads?

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