The Reactive Extensions (Rx) library is one of those tools that opens up your mind to new ways of thinking about your how your data and application work together. In this post I’m going to talk about an easy technique you can use to replay time series data as if it were live.
Replaying time with HistoricalScheduler
Schedulers in Rx are a deep subject, but one of the things schedulers are responsible for is managing how time based operations run. All time based operations in Rx, like Timeout, Delay, etc allow you to provide your own scheduler.
HistoricalScheduler inherits from VirtualTimeScheduler, and that name gives us an idea what we can do with it. VirtualTimeScheduler gives us control of time – at least as far as our code goes. You can’t go back in time and buy stocks to become rich, but you can make your code think it’s doing that.