Aak HN: What time series metrics API should I emulate?

3 points by coopr 8 years ago | 2 comments

I need to design a time series metrics API. The API will be read only, needs to support some but not extensive query flexibility, and will be used with a relatively limited number of metrics.

Are there any existing APIs you like that I could use for inspiration?

Are there any you hate that you hope I avoid emulating?!

PaulHoule 8 years ago |

My first thought is that time series data sets vary drastically in scale.

For instance, there are two CPI numbers that come out once a month for about 80 years so far, or 1920 numbers total. That's "small data". Other systems collect that many numbers in a millisecond.

I like the time series handling capabilities in pandas myself.

coopr 8 years ago | |

Ah, good point, I left that out.

My system will max out at perhaps 1M data points in any given series. More typically it might have 1/10th or 1/100th of that.