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Roadmap added #267

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41 changes: 38 additions & 3 deletions docs/future-roadmap.rst
Original file line number Diff line number Diff line change
@@ -1,8 +1,43 @@
Future Roadmap
==============

Tempo's future roadmap and plans for development will be announced here soon.
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:: Future Roadmap
.. admonition:: Tempo's future plan
:class: important

Stay Tuned. Coming soon...
- *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.