fhswf / MLPro

MLPro - The Integrative Middleware Framework for Standardized Machine Learning in Python
https://mlpro.readthedocs.io/
Apache License 2.0
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Class DataStoring: Buffering #156

Open detlefarend opened 3 years ago

detlefarend commented 3 years ago

Class DataStoring currently stores data in memory. Furthermore it provides a method to store data "manually" to a file.

In extension to this an optional automatic data export to the file system is proposed. This is sensefull when a) The amount of data exceed the memory capacities b) A loss of data in case of a process breakdown is not tolerable

The following buffer types are proposed:

New parameters for the constructor could be:

With this extension we can realize something like a "flight recorder".

To be discussed...

detlefarend commented 1 year ago

Hi @steveyuwono, maybe we can use this issue to deal with big data scenarios... Update/change/add whatever you need.