Azure TSDB Enablement: storage_account datastream

[ritalwar]

Test Environment Setup

• Creation of Azure Test Environment

Datastream : storage_account

• Add dimension fields
  [Azure][Storage_account] Add dimension to the storage account datastream #7356
• Adding metric_type mapping
  [Azure Storage Account] Add metric_type metadata to the storage_account datastream #7488

Verification and validation

• Verification of data in visualisation after enabling TSDB flag in kibana
• Verification of the count of documents (before & after TSDB enablement) in Discover Interface
• Verify if dimension field mapping is correct in the data stream template.

Enable TSDB by default - #8064

Screenshots

[ritalwar]

Azure has additional dimensions for storage accounts, such as GeoType, Authentication, FileShare, BlobType, and tier. However, these dimensions are not currently included in this PR. As in the current Beats implementation, only two dimensions, namely ResponseType and ApiName, are allowed. I've used these two dimensions for enabling TSDB for now.

Although the current set of dimensions doesn't discard any documents, I'm in the process of using Azure Rest APIs to explore the values for the other dimensions defined by Azure.