ticts 0.5.0

A Python library for unevenly-spaced time series analysis.

ticts

A Python library for unevenly-spaced time series analysis. Greatly inspired by traces

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Usage

   from ticts import TimeSeries
   ts = TimeSeries({
      '2019-01-01': 1,
      '2019-01-01 00:10:00': 2,
      '2019-01-01 00:11:00': 3,
   })

   not_in_index = '2019-01-01 00:05:00'
   assert ts[not_in_index] == 1  # step function, previous value

   ts['2019-01-01 00:04:00'] = 10
   assert ts[not_in_index] == 10

   assert ts + ts == 2 * ts

   ts_evenly_spaced = ts.sample(freq='1Min')

   # From ticts to pandas, and the other way around
   assert ts.equals(
      ts.to_dataframe().to_ticts(),
   )

Installation

pip install ticts