chopper is a streaming time series manipulation framework

Goals

1. Primary use case - ad-hoc usage by humans.
2. Production environment friendly:
   1. Single process - minimal cpu impact.
   2. Strictly streaming - minimal memory impact.
3. Time series focused:
   1. Input data is assumed to have time column.
   2. Time is monotonically non-decreasing within each of the inputs.