From 8f98a2350578bd5346ba9bf5c8a533b5d274fba9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Monta=C3=B1ana?= Date: Thu, 1 Dec 2022 20:03:50 +0100 Subject: [PATCH] Refactor module methods to conform fit-transform --- fimdlp/CPPFImdlp.cpp | 51 +++++++++++++++++++++---- fimdlp/CPPFImdlp.h | 10 ++++- fimdlp/cfimdlp.pyx | 16 +++++--- fimdlp/cppfimdlp.cpython-310-darwin.so | Bin 251660 -> 269996 bytes 4 files changed, 61 insertions(+), 16 deletions(-) diff --git a/fimdlp/CPPFImdlp.cpp b/fimdlp/CPPFImdlp.cpp index 2f4dce2..e9418f5 100644 --- a/fimdlp/CPPFImdlp.cpp +++ b/fimdlp/CPPFImdlp.cpp @@ -27,6 +27,25 @@ namespace mdlp { return cutPoints; } + std::vector CPPFImdlp::getDiscretizedValues() + { + return xDiscretized; + } + void CPPFImdlp::fit(std::vector &X, std::vector &y) + { + this->X = X; + this->y = y; + this->indices = sortIndices(X); + computeCutPoints(); + filterCutPoints(); + applyCutPoints(); + } + std::vector &CPPFImdlp::transform(std::vector &X) + { + std::vector indices_transform = sortIndices(X); + applyCutPoints(); + return xDiscretized; + } void CPPFImdlp::debugPoints(std::vector &X, std::vector &y) { std::cout << "+++++++++++++++++++++++" << std::endl; @@ -37,13 +56,32 @@ namespace mdlp printf("(%3lu, %3lu) -> (%3.1f, %d)\n", i, indices[i], X[indices[i]], y[indices[i]]); } std::cout << "+++++++++++++++++++++++" << std::endl; - computeCutPoints(X, y); + fit(X, y); for (auto item : cutPoints) { std::cout << item << " X[" << item.end << "]=" << X[item.end] << std::endl; } } - void CPPFImdlp::computeCutPoints(std::vector &X_, std::vector &y_) + void CPPFImdlp::applyCutPoints() + { + } + bool CPPFImdlp::evaluateCutPoint(CutPointBody point) + { + return true; + } + void CPPFImdlp::filterCutPoints() + { + std::vector filtered; + for (auto item : cutPoints) + { + if (evaluateCutPoint(item)) + { + filtered.push_back(item); + } + } + cutPoints = filtered; + } + void CPPFImdlp::computeCutPoints() { std::vector cutPts; @@ -52,9 +90,7 @@ namespace mdlp float xPrev, xCur, xPivot; int yPrev, yCur, yPivot; size_t idxPrev, idxPivot, idx, numElements, start; - X = X_; - y = y_; - indices = sortIndices(X); + xCur = xPrev = X[indices[0]]; yCur = yPrev = y[indices[0]]; numElements = indices.size() - 1; @@ -117,14 +153,13 @@ namespace mdlp } cutPoints = cutPts; } - std::vector CPPFImdlp::computeCutPointsAnt(std::vector &X, std::vector &y) + void CPPFImdlp::computeCutPointsAnt() { std::vector cutPts; std::vector cutIdx; float xPrev, cutPoint; int yPrev; size_t idxPrev; - std::vector indices = sortIndices(X); xPrev = X.at(indices[0]); yPrev = y.at(indices[0]); idxPrev = indices[0]; @@ -153,7 +188,7 @@ namespace mdlp yPrev = y.at(*index); idxPrev = *index; } - return cutPts; + // cutPoints = cutPts; } // Argsort from https://stackoverflow.com/questions/1577475/c-sorting-and-keeping-track-of-indexes std::vector CPPFImdlp::sortIndices(std::vector &X) diff --git a/fimdlp/CPPFImdlp.h b/fimdlp/CPPFImdlp.h index d36f6f0..8897fbc 100644 --- a/fimdlp/CPPFImdlp.h +++ b/fimdlp/CPPFImdlp.h @@ -24,15 +24,21 @@ namespace mdlp protected: std::vector sortIndices(std::vector &); + bool evaluateCutPoint(CutPointBody); + void filterCutPoints(); + void computeCutPoints(); + void applyCutPoints(); + void computeCutPointsAnt(); public: CPPFImdlp(); CPPFImdlp(int, bool debug = false); ~CPPFImdlp(); std::vector getCutPoints(); - void computeCutPoints(std::vector &, std::vector &); - std::vector computeCutPointsAnt(std::vector &, std::vector &); + std::vector getDiscretizedValues(); void debugPoints(std::vector &, std::vector &); + void fit(std::vector &, std::vector &); + std::vector &transform(std::vector &); }; } #endif \ No newline at end of file diff --git a/fimdlp/cfimdlp.pyx b/fimdlp/cfimdlp.pyx index 28161c4..7aeedf1 100644 --- a/fimdlp/cfimdlp.pyx +++ b/fimdlp/cfimdlp.pyx @@ -11,10 +11,11 @@ cdef extern from "CPPFImdlp.h" namespace "mdlp": cdef cppclass CPPFImdlp: CPPFImdlp() except + CPPFImdlp(int, bool) except + + void fit(vector[float]&, vector[int]&) + vector[float] transform(vector[float]&) + vector[float] getDiscretizedValues() vector[CutPointBody] getCutPoints() - vector[float] cutPointsAnt(vector[float]&, vector[int]&) void debugPoints(vector[float]&, vector[int]&) - void computeCutPoints(vector[float]&, vector[int]&) class PCutPointBody: @@ -30,11 +31,14 @@ 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) + def fit(self, X, y): + self.thisptr.fit(X, y) + def transform(self, X): + return self.thisptr.transform(X) + def get_discretized_values(self): + return self.thisptr.getDiscretizedValues() + def get_cut_points(self, X, y): return self.thisptr.getCutPoints() - def cut_points_ant(self, 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 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