Internal Dataframes index refactoring

antoinecarme / pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

BSD 3-Clause "New" or "Revised" License

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Closed antoinecarme closed 2 years ago

antoinecarme commented 2 years ago

PyAF uses a lot of dataframes internally for each step of the signal decomposition process.

Profiling shows that not all these dataframes are indexed properly, leading sometimes to performance issues (merge, re-indexing takes time).

Revisit all the code and use the proper index for each dataframe.

Release date : 2022-07-14

antoinecarme commented 2 years ago

Ensure that PyAF is and remains Green #176

antoinecarme commented 2 years ago

Closing.