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Description

Currently, the logging of output for all the forecast_steps happens at once. Because of which, all predictions are stored and then written.
This memory consumption is linearly proportional to forecat_steps. With increase in number of forecast_steps, it becomes difficult.

Issue Number

Closes #1596

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@ankitpatnala
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cc @grassesi

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Forecast output needs to be written incrementally

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