Future Roadmap
==============

The general plan for Tempo's future development is below. However, it is worth noting that based on the demand the order
of development might change.

.. admonition:: Tempo's future plan
   :class: important

   - *Next generation API version 0.2*

     1. Meta-data cleanup
     2. Simpler constructors
     3. New core TSDF transformation functions

   - *Clear separation of resampling & interpolation functions*

   - *Intervals API*

     1. Extract intervals from TSDFs
     2. Get distinct (non-overlapping intervals)
     3. Interval-TSDF joins

   - *Streaming Support* 🚀

     1. Streaming as-of joins
     2. Streaming resampling

   - *Integration with timeseries forecasting & ML libraries:* 📈

     1. statsmodels
     2. FB Prophet
     3. Tensorflow
     4. Pytorch
     5. tsfresh
     6. sktime

     And many more...

   - *Simpler Windowing API*

     1. Use natural-language expressions (ie "5 mins", "16 days", etc.)



Don't see what you are looking for, reach out to the team directly
at `labs@databricks.com <mailto:labs@databricks.com>`_ with your feature requests and ideas for improvement.