diff --git a/docs/future-roadmap.rst b/docs/future-roadmap.rst index e3f1dc03..83ec8d54 100644 --- a/docs/future-roadmap.rst +++ b/docs/future-roadmap.rst @@ -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 `_ with your feature requests and ideas for improvement. \ No newline at end of file