io.warp10:warp10-ext-matrixprofile
Installation
$ wf g -w /path/to/warp10 io.warp10 warp10-ext-matrixprofile
/path/to/warp10/is where Warp 10 is physically located.
Readme
warp10-ext-matrixprofile
The matrix profile is an operation on a time series that consists in comparing subsequences between them to discover patterns.
We made a tutorial to present this extension on our blog: https://blog.senx.io/matrix-profile-of-a-time-series-to-discover-patterns
Functions
https://warpfleet.senx.io/browse/io.warp10/warp10-ext-matrixprofile#functions-tab
To produce the matrix profile of a GTS, use MP.PROFILE
To produce the AB join profile of two GTS, use MP.ABPROFILE
To produce the profile of a subsequence, use MP.RPROFILE
Configuration parameters
https://github.com/senx/warp10-ext-matrixprofile/blob/master/io.warp10-warp10-ext-matrixprofile.conf
References
| Path | Size | Creation time |
|---|---|---|
| MP.ABPROFILE | 2102 bytes | 2022-05-25 |
| MP.ATBUCKETINDEX | 1491 bytes | 2022-05-24 |
| MP.FLUSS | 1529 bytes | 2022-05-24 |
| MP.PROFILE | 2471 bytes | 2022-05-25 |
| MP.RPROFILE | 2383 bytes | 2022-05-25 |
Configuration
register the extension
warpscript.extension.matrixprofile = io.warp10.ext.matrixprofile.MatrixProfileWarpScriptExtensionmax size limit for MP.PROFILE (default to 50000)
mp.profile.maxsize = 50000
this limit can be raised at execution time using the following capname (if set)
mp.profile.maxsize.capname =
max size limit for MP.ABPROFILE (default to 5000)
mp.abprofile.maxsize = 5000
this limit can be raised at execution time using the following capname (if set)
mp.abprofile.maxsize.capname =