diff -r 000000000000 -r 6474c204b198 tools/footprint/linear-regression.awk --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/tools/footprint/linear-regression.awk Wed Dec 31 06:09:35 2014 +0100 @@ -0,0 +1,58 @@ +# This Source Code Form is subject to the terms of the Mozilla Public +# License, v. 2.0. If a copy of the MPL was not distributed with this +# file, You can obtain one at http://mozilla.org/MPL/2.0/. + +function regress(DATAPOINTS,SX,SY,SXY,SX2) +{ + b1 = (DATAPOINTS * SXY - SX * SY) / (DATAPOINTS * SX2 - SX * SX); + b0 = (SY - b1 * SX ) / DATAPOINTS; + return b1 " * x + " b0; +} + +BEGIN { + if (!Skip) Skip = 0; + if (Interval) + { + Count = 0; + IntervalCount = 0; + } + } + +NR>Skip { + sx += $1; + sy += $2; + sxy += $1 * $2; + sx2 += $1 * $1; + #print NR " " sx " " sy " " sxy " " sx2 + + if (Interval) + { + if(Count == Interval-1) + { + IntervalCount += 1; + + print NR-Count, "-", NR, ": ", regress(Count,isx,isy,isxy,isx2); + + Count = 0; + isx = 0; + isy = 0; + isxy = 0; + isx2 = 0; + } + else + { + Count += 1; + isx += $1; + isy += $2; + isxy += $1 * $2; + isx2 += $1 * $1; + } + } + } + +END { + if(Interval) { + print NR-Count, "-", NR, ": ", regress(Count,isx,isy,isxy,isx2); + } + print regress(NR-Skip, sx, sy, sxy, sx2); + }