From a982dbd5ca620f8bfa1c1633fd6a611f04875ff1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Monta=C3=B1ana?= Date: Wed, 30 Nov 2022 18:30:08 +0100 Subject: [PATCH] Refactor computeCutPoints --- fimdlp/CPPFImdlp.cpp | 25 +++++++++++++++++-------- fimdlp/CPPFImdlp.h | 20 +++++++++++++------- fimdlp/Metrics.cpp | 2 +- fimdlp/Metrics.h | 2 +- fimdlp/cfimdlp.pyx | 21 +++++++++++++++++++-- fimdlp/cppfimdlp.cpython-310-darwin.so | Bin 112176 -> 251660 bytes fimdlp/test | Bin 151441 -> 180049 bytes fimdlp/test.cpp | 14 +++++++------- sample.py | 10 +++++++++- 9 files changed, 67 insertions(+), 27 deletions(-) diff --git a/fimdlp/CPPFImdlp.cpp b/fimdlp/CPPFImdlp.cpp index 96debe1..2f4dce2 100644 --- a/fimdlp/CPPFImdlp.cpp +++ b/fimdlp/CPPFImdlp.cpp @@ -5,7 +5,7 @@ #include #include #include "Metrics.h" -namespace CPPFImdlp +namespace mdlp { std::ostream &operator<<(std::ostream &os, const CutPointBody &cut) { @@ -23,6 +23,10 @@ namespace CPPFImdlp CPPFImdlp::~CPPFImdlp() { } + std::vector CPPFImdlp::getCutPoints() + { + return cutPoints; + } void CPPFImdlp::debugPoints(std::vector &X, std::vector &y) { std::cout << "+++++++++++++++++++++++" << std::endl; @@ -33,12 +37,13 @@ namespace CPPFImdlp printf("(%3lu, %3lu) -> (%3.1f, %d)\n", i, indices[i], X[indices[i]], y[indices[i]]); } std::cout << "+++++++++++++++++++++++" << std::endl; - for (auto item : cutPoints(X, y)) + computeCutPoints(X, y); + for (auto item : cutPoints) { std::cout << item << " X[" << item.end << "]=" << X[item.end] << std::endl; } } - std::vector CPPFImdlp::cutPoints(std::vector &X, std::vector &y) + void CPPFImdlp::computeCutPoints(std::vector &X_, std::vector &y_) { std::vector cutPts; @@ -47,7 +52,9 @@ namespace CPPFImdlp float xPrev, xCur, xPivot; int yPrev, yCur, yPivot; size_t idxPrev, idxPivot, idx, numElements, start; - std::vector indices = sortIndices(X); + X = X_; + y = y_; + indices = sortIndices(X); xCur = xPrev = X[indices[0]]; yCur = yPrev = y[indices[0]]; numElements = indices.size() - 1; @@ -79,10 +86,11 @@ namespace CPPFImdlp if (yPivot == -1 || yPrev != yCur) { cutPoint.start = start; - cutPoint.end = idxPrev; + cutPoint.end = idx - 1; start = idx; cutPoint.fromValue = firstCutPoint ? std::numeric_limits::lowest() : cutPts.back().toValue; cutPoint.toValue = (xPrev + xCur) / 2; + cutPoint.classNumber = -1; firstCutPoint = false; if (debug) { @@ -95,20 +103,21 @@ namespace CPPFImdlp xPrev = xPivot; idxPrev = indices[idxPivot]; } - if (idxPrev >= numElements) + if (idx == numElements) { cutPoint.start = start; cutPoint.end = numElements; cutPoint.fromValue = firstCutPoint ? std::numeric_limits::lowest() : cutPts.back().toValue; cutPoint.toValue = std::numeric_limits::max(); + cutPoint.classNumber = -1; if (debug) printf("Final Cutpoint idx=%lu Cur(%3.1f, %d) Prev(%3.1f, %d) Pivot(%3.1f, %d) = (%3.1g, %3.1g] \n", idx, xCur, yCur, xPrev, yPrev, xPivot, yPivot, cutPoint.fromValue, cutPoint.toValue); cutPts.push_back(cutPoint); cutIdx.push_back(idxPrev); } - return cutPts; + cutPoints = cutPts; } - std::vector CPPFImdlp::cutPointsAnt(std::vector &X, std::vector &y) + std::vector CPPFImdlp::computeCutPointsAnt(std::vector &X, std::vector &y) { std::vector cutPts; std::vector cutIdx; diff --git a/fimdlp/CPPFImdlp.h b/fimdlp/CPPFImdlp.h index baf5f9a..a60a93a 100644 --- a/fimdlp/CPPFImdlp.h +++ b/fimdlp/CPPFImdlp.h @@ -2,12 +2,13 @@ #define CPPFIMDLP_H #include #include -namespace CPPFImdlp +namespace mdlp { struct CutPointBody { - size_t start, end; - float fromValue, toValue; + size_t start, end; // indices of the sorted vector + int classNumber; // class assigned to the cut point + float fromValue, toValue; // Values of the variable }; class CPPFImdlp { @@ -15,15 +16,20 @@ namespace CPPFImdlp bool debug; int precision; float divider; - std::vector - sortIndices(std::vector &); + std::vector indices; // sorted indices to use with X and y + std::vector X; + std::vector y; + std::vector xDiscretized; + std::vector cutPoints; + std::vector sortIndices(std::vector &); public: CPPFImdlp(); CPPFImdlp(int, bool debug = false); ~CPPFImdlp(); - std::vector cutPoints(std::vector &, std::vector &); - std::vector cutPointsAnt(std::vector &, std::vector &); + std::vector getCutPoints(); + void computeCutPoints(std::vector &, std::vector &); + std::vector computeCutPointsAnt(std::vector &, std::vector &); void debugPoints(std::vector &, std::vector &); }; } diff --git a/fimdlp/Metrics.cpp b/fimdlp/Metrics.cpp index 9613bd4..372d4fb 100644 --- a/fimdlp/Metrics.cpp +++ b/fimdlp/Metrics.cpp @@ -1,5 +1,5 @@ #include "Metrics.h" -namespace CPPFImdlp +namespace mdlp { Metrics::Metrics() { diff --git a/fimdlp/Metrics.h b/fimdlp/Metrics.h index 3c8f2a8..e3d4344 100644 --- a/fimdlp/Metrics.h +++ b/fimdlp/Metrics.h @@ -2,7 +2,7 @@ #define METRICS_H #include #include -namespace CPPFImdlp +namespace mdlp { class Metrics { diff --git a/fimdlp/cfimdlp.pyx b/fimdlp/cfimdlp.pyx index 84d136e..28161c4 100644 --- a/fimdlp/cfimdlp.pyx +++ b/fimdlp/cfimdlp.pyx @@ -3,13 +3,26 @@ from libcpp.vector cimport vector from libcpp cimport bool -cdef extern from "CPPFImdlp.h" namespace "CPPFImdlp": +cdef extern from "CPPFImdlp.h" namespace "mdlp": + cdef struct CutPointBody: + size_t start, end; + int classNumber; + float fromValue, toValue; cdef cppclass CPPFImdlp: CPPFImdlp() except + CPPFImdlp(int, bool) except + + vector[CutPointBody] getCutPoints() vector[float] cutPointsAnt(vector[float]&, vector[int]&) void debugPoints(vector[float]&, vector[int]&) + void computeCutPoints(vector[float]&, vector[int]&) + +class PCutPointBody: + def __init__(self, start, end, fromValue, toValue): + self.start = start + self.end = end + self.fromValue = fromValue + self.toValue = toValue cdef class CFImdlp: cdef CPPFImdlp *thisptr @@ -17,7 +30,11 @@ cdef class CFImdlp: self.thisptr = new CPPFImdlp(precision, debug) def __dealloc__(self): del self.thisptr + def cut_points(self, X, y): + self.thisptr.computeCutPoints(X, y) + return self.thisptr.getCutPoints() def cut_points_ant(self, X, y): - return self.thisptr.cutPointsAnt(X, y) + return self.get_cut_points(X, y) def debug_points(self, X, y): return self.thisptr.debugPoints(X, y) + \ No newline at end of file diff --git a/fimdlp/cppfimdlp.cpython-310-darwin.so b/fimdlp/cppfimdlp.cpython-310-darwin.so index c3d0d8322a0aa85cf9260852cbdb0c158f8108ba..b0a5cc0e89441ca54216bedd32ad5964399aa9e7 100755 GIT binary patch literal 251660 zcmeFad3;nw)&|@SX^05ifFP(Kk%>ywQKCd?A)1CX+?H-cS;PgxZgkj$Zp6Vrpwp1+ zwKX~}%%WySoxwdbZV?qafFy`OKok&1Km>2wDC>kx$@e^`x|0sz`_1orzxTiJBX#Rm zojP^u)TvXaPSvgc^wiR2Hk+-P-DYcvXLFk^*JiVSSdMsGq_xHqx%jhhVZ1G0oBlO% zpos%b9BAS|69<|&(8Pfz4m5F~i33d>XyQN<2bwt0#DOLbG;yGb15F%g;y@DznmEwJ zfhG<#aiECXyQN< z2bwt0#DOLbG;yGb15F%g;y@DznmEwJfhG<#aiECVeXN`B&l%_Y5Z!7zdMl3KVB-pfBE_T ziL?DGuHGBtJJ3PpZGKEW`JU1M&X=O(*ZlmM{=m4I^+~7Gx9UZe^(F5vz(2mL7OD5t zI6gF0{waL<1rsMvpEv_4r{nv}-xb{JaiaJhN3Al>pl|%NsWTfId^)}%uc>0A;z;=3 zsJ$w?KFrU*cl`MLiL=K~obJ!}j~#b9zVbH|=sj^Hd~ZZwJth^&&mTY2KjXfs_r}vt z$JhE_DxVx-9osfUu)Jf9-bUMCt-ZFuIo8z6p_tSAG2o*NS zU7l;0D=8-ukLSjpr@d2-`PU$KQzz%od}zwJX_ND(`)7czv*V-e%fE;!AAhq^J|0TE z;E8^i*3hebZ;UTBqJT@{?c_V@N&F+e-zQ%1%+H@Z_J5+Uv{C_A$C2MMS-I-J{8Fx~$08;LB{N?9+J%b0i^E|^;`FiaU zY5ZRPp?W8tWL({CwxXVrWw-G%m2%`xN5$z5yDb%fJzCgpL!fMDpNDjGDBIW>eRuW2oI$Qed;4i?kv5>@l_PwUEx?_YTN zrjdX7+VNNO72k6iNJ}HkIjs=1v0agPXBz%d4X`~dOImH|9Uwt=+ckliGp?C@-#Gq_ zzw*kfv#y@-5TXL#I~m?~`5Ev-ADZc(IOXbo@gl@(y9|G%!#W@B$1^kjJ{^2v-A(_R zIMBp_CJr=lpos%b9BAS|69<|&(8Pfz4m5F~i39%)2Zrm$9@mJWx^dWJoYKSDsn6ML zOSw+A4qc3uzj>W*R9Qz$5e;Ym^cUoDvCFj2C3|Kn<6BhzM&{F@!?d@Ne^^WF-+?c$ zDuDM1KyMAxo{R%@=8K^K{zL%Q&a?*r;5821?HWC5BbTS@H zIiy{&{*adDsC^0y%|sgyX?H~?X?Ludq_rEA#vq+RPX@URhA)~B2Ert6_P|2eubXSQ`1Zff0}Gcu7f#@eM)auX@KwLzuy zNTl?%K2|AdOwoX+vub1XWu~j=A#& zDCz`it*hbQ0!6xs&Y5m`?R)j`s0t$c&!d1ev)i%&UU$kX$MQ0|yXtQ1ZLHM8g%wtF zRH`jI>@~i()&qvm&j^b=uW`b96WTyG-4(ji9q|vz+U^ZsdT=qwtRG{gy4hi?$7~5r zkWzXW!tXKNHnVjp5b4G@<#y{rwl28RE?7)oM9-|$D~~tVooi=+?3{`JU}f3GK&o1F z&xL2SsIbPmOf~0bfyR5<+1pcNU5AW#drq0EJwMCyXuOmD0>oHp+C{67nuF1$_6v6Czu^qpU4g}dy2{i``qQ$1Omj>CjjmvfVTnQ9jiY9;_4Fs zUIJVRfTeJ>qMvd)DY|~g^z#}j?%bHJ+n9X>&P9)@vETkkWo$h{zJF3LNk35(-a;aK z(#-zkWt907UUjpv6cKD0(uL{!EkjD|w-({)39e4}_6aP}LjO2bSErkW6>-f_7_nX? zs^F^LcQ=fX7>1G(%BjeVb&0iA?={wFzBlKa!Vv%oJFF8184p}{5El}nNH}x+c+DGi zWB3xUIWE;_?46|Tj~v$K)sJ^y<|*JP*NUG62R#M`{b3CHX1cLeue5Ts(1qv@pS_l& zw-)FqaF6sm4FnYZO*{!lRFQj2)iJ{mnsdjn}BPsz@s0 zw}d;?>A@ALw}exENtFtRr|O{y=!rU!TatcUfVbz`kw8EYn^Ewn}}9>BqCe4_{Vp3;wgGfA7~pvKI?+%&Dt zM8xpyI7L0X2GsM?LO$z9x7Lk7)+Fsz6pX8#q)j@2_hXZ^ai`+%|3UmGFtqOm1d}&l z$`kM(@C4|o!vL#8v0nhTKORTXaYqF@9ie|iPd!+f3fNV8aCNi5`!8iEnK z?%WvI?{of){3Tj(2lCr=NAxS*HS9oYr4Q@WKTUUT(+yv>u6eiVIo#mU9>dtOxwC%s zn%R-RK_0uqWPyF*34UTHK94yt)pKP_z4BNykMk2P_#U7k4Hb}tM*O@b-1iq`A+OeY zbrC2CMFJPG6E|9(V4dA#R6Y2$JL@}lR$Z*6)-4wu4mDX=qnm+<9v)tyo4#tFvD0T9 zx3299(F}d36+Z-;ISg+Fy69xQP)`Rc6n&&2fxv4VVtIE~#GSRqI@E>ow$h$Nx$ay! zV?B6Me%jDPcQ}3n&6>3ay`zOjV>m}k5O7jF7gJDtQY%Dj>ipSW!-`#w(TZlss0ERJ z%!uDxZ!Tnwg*7&RJE?^2GG?b*&oCVWxCfq%=fC;;wt`n4<4excnW0=XPOl0L!GkGS zu}f=b_f)yWus~&k#^|5sHAAT^ZuIZ0o8dGfHwLBa=Aa&)%!sG*SaVM>QdiUm^bO60 zKBkJEk1=1AXJ#z$8t!s`7AK<`&KU^qf?VXxe*&FTn`eCMH7YUbz6=^9n}m4LpS}f2I}p*+2H>Cu@yS;(ZT2oA`H%(sfoKk{@PJ~WR z8~$0MwXCn0`>N%3xA8OVxQ6DG<{7)Z;om{%A%ercf=Ik8B4J(+3@OjxRr=h#KF{p? zjCOU6>m$@zm#4XRln+zVt~_8+J(ptP6jg+{Qgb zUOr5rzIsLA!QThs!l}I{V>Idp6-wW*2f~Wxb0Cz8-1cav8t-|=-doIvtyJnIHt7R2 zWNC6k_M#zsUCyIu$X;~d%$BUM*_~TzzNB6iJnUMMKw;MVgol6~{!vgOqTP)Ap#uWh_-X>PEkU0z$XFwIRi z=e30f!K4t{q?@Bk=XTc(%o1i{1PvE#Fgh0yKPQiP1@?oAGwjKb@h%w(L&lFP zcfgLYnhROmKnN@+uv}>Y_CmZ{G29ZI4814j-MeFmBl7_5w91n(jaKX7{tevfCfpi; 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zcVukdVITiXv-0f;cUCqW^x=nJ4&BttwO_>I6~QNV%^tEV%)D~^vfTbR9$GfH95w2l z<15o9-9H+1czXCp&b9C7&v{|+H{%}Pc5nywBR|)^ z{&sid^);Jy*TBBhhfj+>GbKdtu|!+cpw(wS$p@eI?)hteixpaINNuNqAG&%}tGmRrbgeH)F}4t-fPzV8Zfxk`#&wgKWou{dCPS{t2bQtO3W#C?s&#`$=xY) OD!V$g|K0Gx<^KbqRC`4L diff --git a/fimdlp/test.cpp b/fimdlp/test.cpp index 34ce62e..b722339 100644 --- a/fimdlp/test.cpp +++ b/fimdlp/test.cpp @@ -1,17 +1,17 @@ #include "CPPFImdlp.h" #include -using namespace std; +using namespace mdlp; int main(int argc, char *argv[], char *envp[]) { { - CPPFImdlp::CPPFImdlp fimdlp = CPPFImdlp::CPPFImdlp(true); - vector X = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}; - vector y = {1, 1, 1, 1, 1, 1, 1, 1, 1, 1}; - vector cutPts = fimdlp.cutPoints(X, y); - for (auto &cutPt : cutPts) + CPPFImdlp fimdlp = CPPFImdlp(true); + std::vector X = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}; + std::vector y = {1, 1, 1, 1, 1, 1, 1, 1, 1, 1}; + fimdlp.computeCutPoints(X, y); + for (struct CutPointBody cutPt : fimdlp.getCutPoints()) { - cout << cutPt << endl; + std::cout << cutPt << std::endl; } return 0; } diff --git a/sample.py b/sample.py index d19dfa3..804cfc8 100644 --- a/sample.py +++ b/sample.py @@ -3,6 +3,7 @@ from fimdlp.mdlp import FImdlp from fimdlp.cppfimdlp import CFImdlp import numpy as np + data = load_iris() X = data.data y = data.target @@ -16,7 +17,14 @@ test = CFImdlp(debug=False) # print(k) # k = test.cut_points_ant(X[:, 0], y) # print(k) -test.debug_points(X[:, 0], y) +# test.debug_points(X[:, 0], y) +result = test.cut_points(X[:, 0], y) +for item in result: + print( + f"Class={item['classNumber']} - ({item['start']:3d}, {item['end']:3d})" + f" -> ({item['fromValue']:3.1f}, {item['toValue']:3.1f}]" + ) + # X = np.array( # [