10 Commits

12 changed files with 104 additions and 27 deletions

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@@ -1,34 +1,79 @@
cmake_minimum_required(VERSION 3.20) cmake_minimum_required(VERSION 3.20)
project(mdlp) project(fimdlp
LANGUAGES CXX
DESCRIPTION "Discretization algorithm based on the paper by Fayyad & Irani Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning."
HOMEPAGE_URL "https://github.com/rmontanana/mdlp"
VERSION 2.0.1
)
set(CMAKE_CXX_STANDARD 17) set(CMAKE_CXX_STANDARD 17)
cmake_policy(SET CMP0135 NEW) cmake_policy(SET CMP0135 NEW)
find_package(Torch REQUIRED) find_package(Torch CONFIG REQUIRED)
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -fno-elide-constructors") # Options
# -------
option(ENABLE_TESTING OFF)
option(ENABLE_SAMPLE OFF)
option(COVERAGE OFF)
add_subdirectory(config)
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -fno-elide-constructors")
set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O3") set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O3")
if (NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin") if (NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -fno-default-inline") set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -fno-default-inline")
endif() endif()
if (ENABLE_TESTING) if (ENABLE_TESTING)
MESSAGE("Debug mode") message("Debug mode")
enable_testing() enable_testing()
set(CODE_COVERAGE ON) set(CODE_COVERAGE ON)
SET(GCC_COVERAGE_LINK_FLAGS " ${GCC_COVERAGE_LINK_FLAGS} -lgcov --coverage") set(GCC_COVERAGE_LINK_FLAGS "${GCC_COVERAGE_LINK_FLAGS} -lgcov --coverage")
add_subdirectory(tests) add_subdirectory(tests)
else(ENABLE_TESTING) else()
MESSAGE("Release mode") message("Release mode")
endif(ENABLE_TESTING) endif()
if (ENABLE_SAMPLE)
add_subdirectory(sample) message("Building sample")
add_subdirectory(sample)
endif()
include_directories( include_directories(
${TORCH_INCLUDE_DIRS} ${TORCH_INCLUDE_DIRS}
${mdlp_SOURCE_DIR}/src ${fimdlp_SOURCE_DIR}/src
${CMAKE_BINARY_DIR}/configured_files/include
) )
add_library(mdlp src/CPPFImdlp.cpp src/Metrics.cpp src/BinDisc.cpp src/Discretizer.cpp) add_library(fimdlp src/CPPFImdlp.cpp src/Metrics.cpp src/BinDisc.cpp src/Discretizer.cpp)
target_link_libraries(mdlp "${TORCH_LIBRARIES}") target_link_libraries(fimdlp "${TORCH_LIBRARIES}")
# Installation
# ------------
include(CMakePackageConfigHelpers)
write_basic_package_version_file(
"${CMAKE_CURRENT_BINARY_DIR}/fimdlpConfigVersion.cmake"
VERSION ${PROJECT_VERSION}
COMPATIBILITY AnyNewerVersion
)
install(TARGETS fimdlp
EXPORT fimdlpTargets
ARCHIVE DESTINATION lib
LIBRARY DESTINATION lib
CONFIGURATIONS Release)
install(DIRECTORY src/ DESTINATION include/fimdlp FILES_MATCHING CONFIGURATIONS Release PATTERN "*.h")
install(FILES ${CMAKE_BINARY_DIR}/configured_files/include/config.h DESTINATION include/fimdlp CONFIGURATIONS Release)
install(EXPORT fimdlpTargets
FILE fimdlpTargets.cmake
NAMESPACE fimdlp::
DESTINATION lib/cmake/fimdlp)
configure_file(fimdlpConfig.cmake.in "${CMAKE_CURRENT_BINARY_DIR}/fimdlpConfig.cmake" @ONLY)
install(FILES "${CMAKE_CURRENT_BINARY_DIR}/fimdlpConfig.cmake"
"${CMAKE_CURRENT_BINARY_DIR}/fimdlpConfigVersion.cmake"
DESTINATION lib/cmake/fimdlp)

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@@ -6,13 +6,16 @@ lcov := lcov
build: build:
@if [ -d build_release ]; then rm -fr build_release; fi @if [ -d build_release ]; then rm -fr build_release; fi
@mkdir build_release @mkdir build_release
@cmake -B build_release -S . -DCMAKE_BUILD_TYPE=Release -DENABLE_TESTING=OFF @cmake -B build_release -S . -DCMAKE_BUILD_TYPE=Release -DENABLE_TESTING=OFF -DENABLE_SAMPLE=ON
@cmake --build build_release -j 8 @cmake --build build_release -j 8
install:
@cmake --build build_release --target install -j 8
test: test:
@if [ -d build_debug ]; then rm -fr build_debug; fi @if [ -d build_debug ]; then rm -fr build_debug; fi
@mkdir build_debug @mkdir build_debug
@cmake -B build_debug -S . -DCMAKE_BUILD_TYPE=Debug -DENABLE_TESTING=ON @cmake -B build_debug -S . -DCMAKE_BUILD_TYPE=Debug -DENABLE_TESTING=ON -DENABLE_SAMPLE=ON
@cmake --build build_debug -j 8 @cmake --build build_debug -j 8
@cd build_debug/tests && ctest --output-on-failure -j 8 @cd build_debug/tests && ctest --output-on-failure -j 8
@cd build_debug/tests && $(lcov) --capture --directory ../ --demangle-cpp --ignore-errors source,source --ignore-errors mismatch --output-file coverage.info >/dev/null 2>&1; \ @cd build_debug/tests && $(lcov) --capture --directory ../ --demangle-cpp --ignore-errors source,source --ignore-errors mismatch --output-file coverage.info >/dev/null 2>&1; \

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@@ -2,6 +2,7 @@
[![Quality Gate Status](https://sonarcloud.io/api/project_badges/measure?project=rmontanana_mdlp&metric=alert_status)](https://sonarcloud.io/summary/new_code?id=rmontanana_mdlp) [![Quality Gate Status](https://sonarcloud.io/api/project_badges/measure?project=rmontanana_mdlp&metric=alert_status)](https://sonarcloud.io/summary/new_code?id=rmontanana_mdlp)
[![Reliability Rating](https://sonarcloud.io/api/project_badges/measure?project=rmontanana_mdlp&metric=reliability_rating)](https://sonarcloud.io/summary/new_code?id=rmontanana_mdlp) [![Reliability Rating](https://sonarcloud.io/api/project_badges/measure?project=rmontanana_mdlp&metric=reliability_rating)](https://sonarcloud.io/summary/new_code?id=rmontanana_mdlp)
[![Coverage Badge](https://img.shields.io/badge/Coverage-100,0%25-green)](html/index.html) [![Coverage Badge](https://img.shields.io/badge/Coverage-100,0%25-green)](html/index.html)
[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.14245443.svg)](https://doi.org/10.5281/zenodo.14245443)
# <img src="logo.png" alt="logo" width="50"/> mdlp # <img src="logo.png" alt="logo" width="50"/> mdlp

4
config/CMakeLists.txt Normal file
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@@ -0,0 +1,4 @@
configure_file(
"config.h.in"
"${CMAKE_BINARY_DIR}/configured_files/include/config.h" ESCAPE_QUOTES
)

13
config/config.h.in Normal file
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@@ -0,0 +1,13 @@
#pragma once
#include <string>
#include <string_view>
#define PROJECT_VERSION_MAJOR @PROJECT_VERSION_MAJOR @
#define PROJECT_VERSION_MINOR @PROJECT_VERSION_MINOR @
#define PROJECT_VERSION_PATCH @PROJECT_VERSION_PATCH @
static constexpr std::string_view project_mdlp_name = "@PROJECT_NAME@";
static constexpr std::string_view project_mdlp_version = "@PROJECT_VERSION@";
static constexpr std::string_view project_mdlp_description = "@PROJECT_DESCRIPTION@";
static constexpr std::string_view git_mdlp_sha = "@GIT_SHA@";

2
fimdlpConfig.cmake.in Normal file
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@@ -0,0 +1,2 @@
@PACKAGE_INIT@
include("${CMAKE_CURRENT_LIST_DIR}/fimdlpTargets.cmake")

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@@ -3,9 +3,10 @@ set(CMAKE_CXX_STANDARD 17)
set(CMAKE_BUILD_TYPE Debug) set(CMAKE_BUILD_TYPE Debug)
include_directories( include_directories(
${mdlp_SOURCE_DIR}/src ${fimdlp_SOURCE_DIR}/src
${mdlp_SOURCE_DIR}/tests/lib/Files ${fimdlp_SOURCE_DIR}/tests/lib/Files
${CMAKE_BINARY_DIR}/configured_files/include
) )
add_executable(sample sample.cpp ) add_executable(sample sample.cpp )
target_link_libraries(sample mdlp "${TORCH_LIBRARIES}") target_link_libraries(sample fimdlp "${TORCH_LIBRARIES}")

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@@ -3,7 +3,7 @@ sonar.organization=rmontanana
# This is the name and version displayed in the SonarCloud UI. # This is the name and version displayed in the SonarCloud UI.
sonar.projectName=mdlp sonar.projectName=mdlp
sonar.projectVersion=2.0.0 sonar.projectVersion=2.0.1
# sonar.test.exclusions=tests/** # sonar.test.exclusions=tests/**
# sonar.tests=tests/ # sonar.tests=tests/
# sonar.coverage.exclusions=tests/**,sample/** # sonar.coverage.exclusions=tests/**,sample/**

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@@ -11,6 +11,7 @@
#include <algorithm> #include <algorithm>
#include "typesFImdlp.h" #include "typesFImdlp.h"
#include <torch/torch.h> #include <torch/torch.h>
#include "config.h"
namespace mdlp { namespace mdlp {
enum class bound_dir_t { enum class bound_dir_t {
@@ -29,7 +30,7 @@ namespace mdlp {
void fit_t(const torch::Tensor& X_, const torch::Tensor& y_); void fit_t(const torch::Tensor& X_, const torch::Tensor& y_);
torch::Tensor transform_t(const torch::Tensor& X_); torch::Tensor transform_t(const torch::Tensor& X_);
torch::Tensor fit_transform_t(const torch::Tensor& X_, const torch::Tensor& y_); torch::Tensor fit_transform_t(const torch::Tensor& X_, const torch::Tensor& y_);
static inline std::string version() { return "1.2.3"; }; static inline std::string version() { return { project_mdlp_version.begin(), project_mdlp_version.end() }; };
protected: protected:
labels_t discretizedData = labels_t(); labels_t discretizedData = labels_t();
cutPoints_t cutPoints; // At least two cutpoints must be provided, the first and the last will be ignored in transform cutPoints_t cutPoints; // At least two cutpoints must be provided, the first and the last will be ignored in transform

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@@ -1,3 +1,9 @@
// ****************************************************************
// SPDX - FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez
// SPDX - FileType: SOURCE
// SPDX - License - Identifier: MIT
// ****************************************************************
#ifndef TYPES_H #ifndef TYPES_H
#define TYPES_H #define TYPES_H

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@@ -10,28 +10,29 @@ FetchContent_MakeAvailable(googletest)
include_directories( include_directories(
${TORCH_INCLUDE_DIRS} ${TORCH_INCLUDE_DIRS}
${mdlp_SOURCE_DIR}/src ${fimdlp_SOURCE_DIR}/src
${mdlp_SOURCE_DIR}/tests/lib/Files ${fimdlp_SOURCE_DIR}/tests/lib/Files
${CMAKE_BINARY_DIR}/configured_files/include
) )
add_executable(Metrics_unittest ${mdlp_SOURCE_DIR}/src/Metrics.cpp Metrics_unittest.cpp) add_executable(Metrics_unittest ${fimdlp_SOURCE_DIR}/src/Metrics.cpp Metrics_unittest.cpp)
target_link_libraries(Metrics_unittest GTest::gtest_main) target_link_libraries(Metrics_unittest GTest::gtest_main)
target_compile_options(Metrics_unittest PRIVATE --coverage) target_compile_options(Metrics_unittest PRIVATE --coverage)
target_link_options(Metrics_unittest PRIVATE --coverage) target_link_options(Metrics_unittest PRIVATE --coverage)
add_executable(FImdlp_unittest FImdlp_unittest.cpp add_executable(FImdlp_unittest FImdlp_unittest.cpp
${mdlp_SOURCE_DIR}/src/CPPFImdlp.cpp ${mdlp_SOURCE_DIR}/src/Metrics.cpp ${mdlp_SOURCE_DIR}/src/Discretizer.cpp) ${fimdlp_SOURCE_DIR}/src/CPPFImdlp.cpp ${fimdlp_SOURCE_DIR}/src/Metrics.cpp ${fimdlp_SOURCE_DIR}/src/Discretizer.cpp)
target_link_libraries(FImdlp_unittest GTest::gtest_main "${TORCH_LIBRARIES}") target_link_libraries(FImdlp_unittest GTest::gtest_main "${TORCH_LIBRARIES}")
target_compile_options(FImdlp_unittest PRIVATE --coverage) target_compile_options(FImdlp_unittest PRIVATE --coverage)
target_link_options(FImdlp_unittest PRIVATE --coverage) target_link_options(FImdlp_unittest PRIVATE --coverage)
add_executable(BinDisc_unittest BinDisc_unittest.cpp ${mdlp_SOURCE_DIR}/src/BinDisc.cpp ${mdlp_SOURCE_DIR}/src/Discretizer.cpp) add_executable(BinDisc_unittest BinDisc_unittest.cpp ${fimdlp_SOURCE_DIR}/src/BinDisc.cpp ${fimdlp_SOURCE_DIR}/src/Discretizer.cpp)
target_link_libraries(BinDisc_unittest GTest::gtest_main "${TORCH_LIBRARIES}") target_link_libraries(BinDisc_unittest GTest::gtest_main "${TORCH_LIBRARIES}")
target_compile_options(BinDisc_unittest PRIVATE --coverage) target_compile_options(BinDisc_unittest PRIVATE --coverage)
target_link_options(BinDisc_unittest PRIVATE --coverage) target_link_options(BinDisc_unittest PRIVATE --coverage)
add_executable(Discretizer_unittest Discretizer_unittest.cpp add_executable(Discretizer_unittest Discretizer_unittest.cpp
${mdlp_SOURCE_DIR}/src/BinDisc.cpp ${mdlp_SOURCE_DIR}/src/CPPFImdlp.cpp ${mdlp_SOURCE_DIR}/src/Metrics.cpp ${mdlp_SOURCE_DIR}/src/Discretizer.cpp ) ${fimdlp_SOURCE_DIR}/src/BinDisc.cpp ${fimdlp_SOURCE_DIR}/src/CPPFImdlp.cpp ${fimdlp_SOURCE_DIR}/src/Metrics.cpp ${fimdlp_SOURCE_DIR}/src/Discretizer.cpp )
target_link_libraries(Discretizer_unittest GTest::gtest_main "${TORCH_LIBRARIES}") target_link_libraries(Discretizer_unittest GTest::gtest_main "${TORCH_LIBRARIES}")
target_compile_options(Discretizer_unittest PRIVATE --coverage) target_compile_options(Discretizer_unittest PRIVATE --coverage)
target_link_options(Discretizer_unittest PRIVATE --coverage) target_link_options(Discretizer_unittest PRIVATE --coverage)

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@@ -33,7 +33,7 @@ namespace mdlp {
auto version = disc->version(); auto version = disc->version();
delete disc; delete disc;
std::cout << "Version computed: " << version; std::cout << "Version computed: " << version;
EXPECT_EQ("1.2.3", version); EXPECT_EQ("2.0.1", version);
} }
TEST(Discretizer, BinIrisUniform) TEST(Discretizer, BinIrisUniform)
{ {