112 lines
3.4 KiB
Markdown
112 lines
3.4 KiB
Markdown
# go-time-series
|
|
|
|
|
|
[](./LICENSE)
|
|
[](https://godoc.org/github.com/codesuki/go-time-series)
|
|
[](https://travis-ci.org/codesuki/go-time-series)
|
|
[](https://codecov.io/gh/codesuki/go-time-series)
|
|
|
|
Time series implementation in Go.
|
|
|
|
It is used in [go-trending](https://www.github.com/codesuki/go-trending) as a backend for a trending algorithm.
|
|
The time series supports storing counts at different granularities, e.g. seconds, minutes, hours, ....<br />
|
|
In case of go-trending the time series is configured to have recent data available at small granularity, i.e. the recent 60 seconds, and historical data available at large granularity, i.e. the last few hours, days of data.
|
|
|
|
A redis backend is planned.
|
|
|
|
* Simple interface
|
|
* Store time series data at different granularities
|
|
* Use your own clock implementation, e.g. for testing or similar
|
|
|
|
## Examples
|
|
|
|
### Creating a time series with default settings
|
|
The default settings use `time.Now()` as clock and `time.Second * 60`, `time.Minute * 60` and `time.Hour * 24` as granularities.
|
|
|
|
```go
|
|
import "github.com/codesuki/go-time-series"
|
|
|
|
...
|
|
|
|
ts, err := timeseries.NewTimeSeries()
|
|
if err != nil {
|
|
// handle error
|
|
}
|
|
```
|
|
|
|
### Creating a customized time series
|
|
You can specify the clock and/or granularities to use. A clock must implement the `timeseries.Clock` interface.
|
|
|
|
```go
|
|
import "github.com/codesuki/go-time-series"
|
|
|
|
...
|
|
type clock struct {}
|
|
func (c *clock) Now() {
|
|
return time.Time{} // always returns the zero time
|
|
}
|
|
var myClock clock
|
|
...
|
|
|
|
ts, err := timeseries.NewTimeSeries(
|
|
timeseries.WithGranularities(
|
|
[]timeseries.Granularity{
|
|
{Granularity: time.Second, Count: 60},
|
|
{Granularity: time.Minute, Count: 60},
|
|
{Granularity: time.Hour, Count: 24},
|
|
{Granularity: time.Hour * 24, Count: 7},
|
|
}),
|
|
timeseries.WithClock(&myClock),
|
|
)
|
|
if err != nil {
|
|
// handle error
|
|
}
|
|
```
|
|
|
|
### Filling the time series
|
|
To fill the time series with counts, e.g. events, you can use two different functions.
|
|
|
|
```go
|
|
import "github.com/codesuki/go-time-series"
|
|
|
|
...
|
|
|
|
ts, err := timeseries.NewTimeSeries()
|
|
if err != nil {
|
|
// handle error
|
|
}
|
|
|
|
ts.Increase(2) // adds 2 to the counter at the current time
|
|
ts.IncreaseAtTime(3, time.Now().Add(-2 * time.Minute)) // adds 3 to the counter 2 minutes ago
|
|
```
|
|
|
|
### Querying the time series
|
|
The `Range()` function takes 2 arguments, i.e. the start and end of a time span.
|
|
`Recent()` is a small helper function that just uses `clock.Now()` as `end` in `Range`.
|
|
Please refer to the [documentation](https://godoc.org/github.com/codesuki/go-time-series) for how `Range()` works exactly. There are some details depending on what range you query and what range is available.
|
|
|
|
```go
|
|
import "github.com/codesuki/go-time-series"
|
|
|
|
...
|
|
|
|
ts, err := timeseries.NewTimeSeries()
|
|
if err != nil {
|
|
// handle error
|
|
}
|
|
|
|
ts.Increase(2) // adds 2 to the counter at the current time
|
|
// 1s passes
|
|
ts.Increase(3)
|
|
// 1s passes
|
|
|
|
ts.Recent(5 * time.Second) // returns 5
|
|
|
|
ts.Range(time.Now().Add(-5 * time.Second), time.Now()) // returns 5
|
|
```
|
|
|
|
## Documentation
|
|
GoDoc is located [here](https://godoc.org/github.com/codesuki/go-time-series)
|
|
|
|
## License
|
|
go-time-series is [MIT licensed](./LICENSE).
|