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Posted to commits@mahout.apache.org by ap...@apache.org on 2016/05/02 02:14:44 UTC
mahout git commit: MAHOUT-1838: add Matlab peaks example
Repository: mahout
Updated Branches:
refs/heads/master aa3277198 -> 616b87c07
MAHOUT-1838: add Matlab peaks example
Project: http://git-wip-us.apache.org/repos/asf/mahout/repo
Commit: http://git-wip-us.apache.org/repos/asf/mahout/commit/616b87c0
Tree: http://git-wip-us.apache.org/repos/asf/mahout/tree/616b87c0
Diff: http://git-wip-us.apache.org/repos/asf/mahout/diff/616b87c0
Branch: refs/heads/master
Commit: 616b87c07e3889609f10f08423c0e8992f8d6a43
Parents: aa32771
Author: Andrew Palumbo <ap...@apache.org>
Authored: Sun May 1 20:14:17 2016 -0400
Committer: Andrew Palumbo <ap...@apache.org>
Committed: Sun May 1 20:14:17 2016 -0400
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examples/bin/spark-shell-plot.mscala | 32 +++++++++++++++++++++++++++----
1 file changed, 28 insertions(+), 4 deletions(-)
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http://git-wip-us.apache.org/repos/asf/mahout/blob/616b87c0/examples/bin/spark-shell-plot.mscala
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diff --git a/examples/bin/spark-shell-plot.mscala b/examples/bin/spark-shell-plot.mscala
index 4efb0c0..8711596 100644
--- a/examples/bin/spark-shell-plot.mscala
+++ b/examples/bin/spark-shell-plot.mscala
@@ -18,7 +18,6 @@
// this is the only import needed
import org.apache.mahout.visualization._
-//import org.apache.mahout.visualization.MPlot2d
val mxRnd = Matrices.symmetricUniformView(5000000, 2, 1234)
val drmRand = drmParallelize(mxRnd)
@@ -35,7 +34,7 @@ mplot2d(drmRand, samplePercent = .1)
mplot2d(drmSin, samplePercent = .1)
// 3d scatter
-//import org.apache.mahout.visualization.MPlot3d
+import org.apache.mahout.visualization._
val mxRnd3d = Matrices.symmetricUniformView(50000, 3, 1234)
val drmRand3d = drmParallelize(mxRnd3d)
@@ -59,6 +58,32 @@ mplot3d(drmGauss, samplePercent = 50)
//import org.apache.mahout.visualization.MSurf
msurf(drmGauss, samplePercent = 10)
+// 3d "Matlab peaks"
+import org.apache.mahout.visualization._
+val mxRnd3d = Matrices.symmetricUniformView(500000, 3, 1234)
+val drmRand3d = drmParallelize(mxRnd3d)
+
+val drmPeaks = drmRand3d.mapBlock() {case (keys, block) =>
+ val blockB = block.like()
+ for (i <- 0 until block.nrow) {
+ val x: Double = block(i, 0)
+ val y: Double = block(i, 1)
+ val z: Double = block(i, 2)
+
+ blockB(i, 0) = x * 6
+ blockB(i, 1) = y * 6
+ blockB(i, 2) = 3 * Math.pow((1 - x), 2) * Math.exp(-Math.pow( (y + 1), 2)) - 10 * (.2 * x -Math.pow(x,3) - Math.pow(y, 5)) * Math.exp(- (Math.pow(x, 2) - Math.pow(y, 2))) - (1/3) * Math.exp(-(Math.pow((x+1),2) - Math.pow(y, 2)))
+ }
+ keys -> blockB
+}
+
+mplot3d(drmPeaks, samplePercent = 10)
+
+// 3d Surface needs to be ordered. --not working correctly as is
+import org.apache.mahout.visualization._
+msurf(drmPeaks, samplePercent = 10)
+
+
// 3d grid --not still not rendering -needs fix
//import org.apache.mahout.visualization.MGrid
@@ -83,8 +108,7 @@ mgrid(drmGauss, samplePercent = 10)
// 2 and 3d histograms of gaussian data
-//import org.apache.mahout.visualization.MHisto3d
-//import org.apache.mahout.visualization.MHisto
+import org.apache.mahout.visualization._
val mxRnd3d = Matrices.gaussianView(50000, 3, 1234)
val drmRand3d = drmParallelize(mxRnd3d)