#include <examples/k-means/k-means.hpp>
#include <thrill/api/gather.hpp>
#include <thrill/api/generate.hpp>
#include <thrill/api/read_lines.hpp>
#include <thrill/common/logger.hpp>
#include <thrill/common/string.hpp>
#include <tlx/cmdline_parser.hpp>
#include <algorithm>
#include <fstream>
#include <iomanip>
#include <random>
#include <string>
#include <utility>
#include <vector>

Include dependency graph for k-means_run.cpp:

Functions
int	main (int argc, char *argv[])

std::ostream &	operator<< (std::ostream &os, const SVGColor &c)

template<typename Point >
void	OutputSVG (const std::string &svg_path, double svg_scale, const DIA< Point > &list, const KMeansModel< Point > &model)
	Output the points and centroids as a SVG drawing. More...

template<>
void	OutputSVG (const std::string &svg_path, double svg_scale, const DIA< Point< 2 > > &point_dia, const KMeansModel< Point< 2 > > &model)
	Output the points and centroids as a 2-D SVG drawing. More...

template<typename Point >
static void	RunKMeansFile (thrill::Context &ctx, bool bisecting, size_t dimensions, size_t num_clusters, size_t iterations, double eps, const std::string &svg_path, double svg_scale, const std::vector< std::string > &input_paths)

template<typename Point >
static void	RunKMeansGenerated (thrill::Context &ctx, bool bisecting, size_t dimensions, size_t num_clusters, size_t iterations, double eps, const std::string &svg_path, double svg_scale, const std::vector< std::string > &input_paths)

Function Documentation

◆ main()

int main	(	int	argc,
		char *	argv[]
	)

Definition at line 220 of file k-means_run.cpp.

References CmdlineParser::add_bool(), CmdlineParser::add_double(), CmdlineParser::add_param_size_t(), CmdlineParser::add_param_stringlist(), CmdlineParser::add_size_t(), CmdlineParser::add_string(), die, CmdlineParser::print_result(), CmdlineParser::process(), and thrill::api::Run().

◆ operator<<()

std::ostream& operator<<	(	std::ostream &	os,
		const SVGColor &	c
	)

Definition at line 39 of file k-means_run.cpp.

◆ OutputSVG() [1/2]

void OutputSVG	(	const std::string &	svg_path,
		double	svg_scale,
		const DIA< Point > &	list,
		const KMeansModel< Point > &	model
	)

Output the points and centroids as a SVG drawing.

Definition at line 49 of file k-means_run.cpp.

References tlx::unused().

Referenced by RunKMeansFile(), and RunKMeansGenerated().

◆ OutputSVG() [2/2]

void OutputSVG	(	const std::string &	svg_path,
		double	svg_scale,
		const DIA< Point< 2 > > &	point_dia,
		const KMeansModel< Point< 2 > > &	model
	)

Output the points and centroids as a 2-D SVG drawing.

Definition at line 60 of file k-means_run.cpp.

References max().

◆ RunKMeansFile()

static void RunKMeansFile	(	thrill::Context &	ctx,
		bool	bisecting,
		size_t	dimensions,
		size_t	num_clusters,
		size_t	iterations,
		double	eps,
		const std::string &	svg_path,
		double	svg_scale,
		const std::vector< std::string > &	input_paths
	)

static

Definition at line 163 of file k-means_run.cpp.

References FlowControlChannel::Barrier(), examples::k_means::BisecKMeans(), die, examples::k_means::KMeans(), LOG1, Vector< D, double >::Make(), Context::my_rank(), Context::net, Context::net_manager(), Context::num_hosts(), OutputSVG(), thrill::api::ReadLines(), and Manager::Traffic().

◆ RunKMeansGenerated()

static void RunKMeansGenerated	(	thrill::Context &	ctx,
		bool	bisecting,
		size_t	dimensions,
		size_t	num_clusters,
		size_t	iterations,
		double	eps,
		const std::string &	svg_path,
		double	svg_scale,
		const std::vector< std::string > &	input_paths
	)