Thanks Mike for your response.

It's more likely due to multi threading because this error is coming very 
randomly, If this was due to permutations you mentioned then it should happen 
every time which is not the case here.

Any recommendations for handling sessions in multithreading?

SQLAlchemy - 
The Python SQL Toolkit and Object Relational Mapper

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