Can Azure Data Catalog's Rest API be used to upload the data to be anaylzed?

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When I check official documentation, I understood that I need to prepare the metadata about a data source and then I can upload this information to data catalog using the rest API. When I use the web interface however, I can upload documents to be analzed by the Azure Data catalog itself. Is it possible to use the REST API in the same manner?

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No. The REST API doesn't do any analysis. I believe only the client does that.