io.warp10:warp10-ext-matrixprofile:0.2.0

Installation

$ wf g -w /path/to/warp10 io.warp10 warp10-ext-matrixprofile 0.2.0

/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

https://www.cs.ucr.edu/~eamonn/MatrixProfile.html

Author
Avatar

Jean-Charles Vialatte

jean-charles.vialatte@senx.io

Version

0.2.0

Type

Extension

Last published

2022-05-25

License

Apache-2.0

Downloads
Repository

Github

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.MatrixProfileWarpScriptExtension

max 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 =