Refactor type enum used in logs collection

[palakgupta2712]

Issue Description

Currently we don't have proper enum for type.
We are using different type of formatting in naming the type to store in logs collection.
Also, we need to refactor the code how it's been used, so migration and refactoring for code has to be taken care from this.

Issue got raised while implementing this feature.
#1976 (comment)

Current Behavior

current logs collection have this kind of type, which is not in right format for the constants.

Expected Behavior

With this task have to make the constants for type to be stored in logs collection in same format.

Screenshots

Reproducibility

• This issue is reproducible
• This issue is not reproducible

Steps to Reproduce

Severity/Priority

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• High
• Medium
• Low

Additional Information

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