package mpf

Get desktop application:
View/edit binary Protocol Buffers messages

NOTE: with numpy you can simply flatten and reshape the array

Used in: MPFOutput, MatrixProfile, PanMatrixProfile

• uint64 rows = 1

• uint64 cols = 2

• repeated double data = 3

Used in: MatrixProfile, PanMatrixProfile

• uint64 rows = 1

• uint64 cols = 2

• repeated int64 data = 3

Data structure to specify a location in a matrix (row, col)

Used in: MPFOutput, Motif

• uint64 row = 1

• uint64 col = 2

• string klass = 1

  the class of the data structure written (MatrixProfile or PMP)

• string algorithm = 2

  the algorithm used to compute the MP/PMP

• string metric = 3

  the distance metric stored in the MP/PMP

• double sample_pct = 4

  the percetage of samples computed for the MP/PMP

• repeated uint64 windows = 5

  the window(s) used in the computation

• optional DoubleMatrix ts = 6

  the time series - original data

• optional DoubleMatrix query = 7

  optionally the query when provided - original data

• optional MatrixProfile mp = 8

  the matrix profile envelope

• optional PanMatrixProfile pmp = 9

  the pan-matrixprofile envelope

• repeated Motif motifs = 10

  the motifs for the MP/PMP

• repeated Location discords = 11

  the discords for the MP/PMP

• optional DoubleMatrix cmp = 12

  the corrected matrix profile for the MP

• optional DoubleMatrix av = 13

  the AV used to compute the CMP for the MP

• string av_type = 14

  the type of AV applied to the MP

Store Matrix Profile specific attributes

Used in: MPFOutput

• optional DoubleMatrix mp = 1

  matrix profile distances

• optional IntMatrix pi = 2

  matrix profile indices

• optional DoubleMatrix lmp = 3

  left matrix profile distances

• optional IntMatrix lpi = 4

  left matrix profile indices

• optional DoubleMatrix rmp = 5

  right matrix profile distances

• optional IntMatrix rpi = 6

  right matrix profile indices

• uint64 ez = 9

  exclusion zone used to calculate the matrix profile

• bool join = 10

  boolean to determine if a similarity join compuation happened

Store Motif for any dimensions

Used in: MPFOutput

• repeated Location motifs = 1

• repeated Location neighbors = 2

Store Pan-MatrixProfile specific attributes

Used in: MPFOutput

• optional DoubleMatrix pmp = 1

  Pan-MatrixProfile distances

• optional IntMatrix pmpi = 2

  Pan-MatrixProfile indices