added stub of analyser

AwesomeAttract0r.xcodeproj/project.pbxproj

@@ -15,10 +15,29 @@
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+		42CA52BB151F93A90098800C /* Projector.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 01C5700713B63AF0009D151B /* Projector.cpp */; };
+		42CA52BC151F93AB0098800C /* Projection.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 01C5704013B63BBE009D151B /* Projection.cpp */; };
+		42CA52BD151F93AE0098800C /* Normalizer.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 01C5704213B63BBE009D151B /* Normalizer.cpp */; };
+		42CA52BE151F93B30098800C /* AttractorKernel.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 01C5700F13B63AF0009D151B /* AttractorKernel.cpp */; };
+		42CA52BF151F93BA0098800C /* stf.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 01C5703113B63B78009D151B /* stf.cpp */; };
+		42CA52C0151F93CF0098800C /* Attractor.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 01C5701113B63AF0009D151B /* Attractor.cpp */; };
+		42CA52C2151F93E40098800C /* aatester.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 42CA52C1151F93E40098800C /* aatester.cpp */; };
+		42CA52C3151F93FC0098800C /* aatester.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 42CA52C1151F93E40098800C /* aatester.cpp */; };
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 /* End PBXBuildFile section */
 
 /* Begin PBXCopyFilesBuildPhase section */
+		42CA52AB151F93650098800C /* CopyFiles */ = {
+			isa = PBXCopyFilesBuildPhase;
+			buildActionMask = 2147483647;
+			dstPath = /usr/share/man/man1/;
+			dstSubfolderSpec = 0;
+			files = (
+			);
+			runOnlyForDeploymentPostprocessing = 1;
+		};
 		8DD76F690486A84900D96B5E /* CopyFiles */ = {
 			isa = PBXCopyFilesBuildPhase;
 			buildActionMask = 8;
@@ -68,12 +87,24 @@
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 		4299F17914B2579B00EDE788 /* stf_output.hpp */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.cpp.h; name = stf_output.hpp; path = stfu/stf_output.hpp; sourceTree = "<group>"; };
+		42CA52A7151F70F00098800C /* analyse.hpp */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.cpp.h; path = analyse.hpp; sourceTree = "<group>"; };
+		42CA52AD151F93650098800C /* AATester */ = {isa = PBXFileReference; explicitFileType = "compiled.mach-o.executable"; includeInIndex = 0; path = AATester; sourceTree = BUILT_PRODUCTS_DIR; };
+		42CA52C1151F93E40098800C /* aatester.cpp */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.cpp.cpp; path = aatester.cpp; sourceTree = "<group>"; };
 		42CEC38414AB797200C3AEDA /* Random.hpp */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.cpp.h; path = Random.hpp; sourceTree = "<group>"; };
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 /* End PBXFileReference section */
 
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+		42CA52AA151F93650098800C /* Frameworks */ = {
+			isa = PBXFrameworksBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+				42CA52B9151F93940098800C /* libpng.a in Frameworks */,
+				42CA52BA151F93960098800C /* libboost_program_options.dylib in Frameworks */,
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+		};
 		8DD76F660486A84900D96B5E /* Frameworks */ = {
 			isa = PBXFrameworksBuildPhase;
 			buildActionMask = 2147483647;
@@ -146,7 +177,9 @@
 				01C5701013B63AF0009D151B /* Attractor.hpp */,
 				01C5701113B63AF0009D151B /* Attractor.cpp */,
 				08FB7796FE84155DC02AAC07 /* main.cpp */,
+				42CA52C1151F93E40098800C /* aatester.cpp */,
 				428981DF14BA1EB1000C437F /* render.hpp */,
+				42CA52A7151F70F00098800C /* analyse.hpp */,
 				428981DD14BA1D72000C437F /* output.hpp */,
 			);
 			name = Source;
@@ -156,6 +189,7 @@
 			isa = PBXGroup;
 			children = (
 				01C5701613B63AF0009D151B /* AwesomeAttract0r */,
+				42CA52AD151F93650098800C /* AATester */,
 			);
 			name = Products;
 			sourceTree = "<group>";
@@ -192,6 +226,23 @@
 /* End PBXGroup section */
 
 /* Begin PBXNativeTarget section */
+		42CA52AC151F93650098800C /* AATester */ = {
+			isa = PBXNativeTarget;
+			buildConfigurationList = 42CA52B4151F93650098800C /* Build configuration list for PBXNativeTarget "AATester" */;
+			buildPhases = (
+				42CA52A9151F93650098800C /* Sources */,
+				42CA52AA151F93650098800C /* Frameworks */,
+				42CA52AB151F93650098800C /* CopyFiles */,
+			);
+			buildRules = (
+			);
+			dependencies = (
+			);
+			name = AATester;
+			productName = AATester;
+			productReference = 42CA52AD151F93650098800C /* AATester */;
+			productType = "com.apple.product-type.tool";
+		};
 		8DD76F620486A84900D96B5E /* AwesomeAttract0r */ = {
 			isa = PBXNativeTarget;
 			buildConfigurationList = 1DEB923108733DC60010E9CD /* Build configuration list for PBXNativeTarget "AwesomeAttract0r" */;
@@ -233,11 +284,26 @@
 			projectRoot = "";
 			targets = (
 				8DD76F620486A84900D96B5E /* AwesomeAttract0r */,
+				42CA52AC151F93650098800C /* AATester */,
 			);
 		};
 /* End PBXProject section */
 
 /* Begin PBXSourcesBuildPhase section */
+		42CA52A9151F93650098800C /* Sources */ = {
+			isa = PBXSourcesBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+				42CA52C3151F93FC0098800C /* aatester.cpp in Sources */,
+				42CA52BB151F93A90098800C /* Projector.cpp in Sources */,
+				42CA52BC151F93AB0098800C /* Projection.cpp in Sources */,
+				42CA52BD151F93AE0098800C /* Normalizer.cpp in Sources */,
+				42CA52BE151F93B30098800C /* AttractorKernel.cpp in Sources */,
+				42CA52BF151F93BA0098800C /* stf.cpp in Sources */,
+				42CA52C0151F93CF0098800C /* Attractor.cpp in Sources */,
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+		};
 		8DD76F640486A84900D96B5E /* Sources */ = {
 			isa = PBXSourcesBuildPhase;
 			buildActionMask = 2147483647;
@@ -249,6 +315,7 @@
 				01C5703213B63B78009D151B /* stf.cpp in Sources */,
 				01C5704313B63BBE009D151B /* Projection.cpp in Sources */,
 				01C5704413B63BBE009D151B /* Normalizer.cpp in Sources */,
+				42CA52C2151F93E40098800C /* aatester.cpp in Sources */,
 			);
 			runOnlyForDeploymentPostprocessing = 0;
 		};
@@ -330,6 +397,50 @@
 			};
 			name = Debug;
 		};
+		42CA52B5151F93650098800C /* Debug */ = {
+			isa = XCBuildConfiguration;
+			buildSettings = {
+				ALWAYS_SEARCH_USER_PATHS = NO;
+				ARCHS = "$(ARCHS_STANDARD_64_BIT)";
+				COPY_PHASE_STRIP = NO;
+				GCC_C_LANGUAGE_STANDARD = gnu99;
+				GCC_DYNAMIC_NO_PIC = NO;
+				GCC_ENABLE_OBJC_EXCEPTIONS = YES;
+				GCC_PREPROCESSOR_DEFINITIONS = (
+					"DEBUG=1",
+					"$(inherited)",
+				);
+				GCC_SYMBOLS_PRIVATE_EXTERN = NO;
+				GCC_VERSION = com.apple.compilers.llvm.clang.1_0;
+				GCC_WARN_64_TO_32_BIT_CONVERSION = YES;
+				GCC_WARN_ABOUT_MISSING_PROTOTYPES = YES;
+				GCC_WARN_ABOUT_RETURN_TYPE = YES;
+				GCC_WARN_UNUSED_VARIABLE = YES;
+				MACOSX_DEPLOYMENT_TARGET = 10.7;
+				PRODUCT_NAME = "$(TARGET_NAME)";
+			};
+			name = Debug;
+		};
+		42CA52B6151F93650098800C /* Release with Symbols */ = {
+			isa = XCBuildConfiguration;
+			buildSettings = {
+				ALWAYS_SEARCH_USER_PATHS = NO;
+				ARCHS = "$(ARCHS_STANDARD_64_BIT)";
+				COPY_PHASE_STRIP = YES;
+				DEBUG_INFORMATION_FORMAT = "dwarf-with-dsym";
+				GCC_C_LANGUAGE_STANDARD = gnu99;
+				GCC_ENABLE_OBJC_EXCEPTIONS = YES;
+				GCC_VERSION = com.apple.compilers.llvm.clang.1_0;
+				GCC_WARN_64_TO_32_BIT_CONVERSION = YES;
+				GCC_WARN_ABOUT_MISSING_PROTOTYPES = YES;
+				GCC_WARN_ABOUT_RETURN_TYPE = YES;
+				GCC_WARN_UNUSED_VARIABLE = YES;
+				MACOSX_DEPLOYMENT_TARGET = 10.7;
+				PRODUCT_NAME = "$(TARGET_NAME)";
+				SDKROOT = macosx;
+			};
+			name = "Release with Symbols";
+		};
 /* End XCBuildConfiguration section */
 
 /* Begin XCConfigurationList section */
@@ -351,6 +462,14 @@
 			defaultConfigurationIsVisible = 0;
 			defaultConfigurationName = Debug;
 		};
+		42CA52B4151F93650098800C /* Build configuration list for PBXNativeTarget "AATester" */ = {
+			isa = XCConfigurationList;
+			buildConfigurations = (
+				42CA52B5151F93650098800C /* Debug */,
+				42CA52B6151F93650098800C /* Release with Symbols */,
+			);
+			defaultConfigurationIsVisible = 0;
+		};
 /* End XCConfigurationList section */
 	};
 	rootObject = 08FB7793FE84155DC02AAC07 /* Project object */;

Logger.hpp

@@ -10,18 +10,6 @@
 
 extern int verbose;
 
-#define LogDebug(s, ...) \
-	if ( verbose >= 3 ) printf(s, ##__VA_ARGS__);
-
-#define LogMoreInfo(s, ...) \
-	if ( verbose >= 2 ) printf(s, ##__VA_ARGS__);
-
-#define LogInfo(s, ...) \
-	if ( verbose >= 1 ) printf(s, ##__VA_ARGS__);
-
-#define LogError(s, ...) \
-	if ( verbose >= 0 ) { printf("%s, %s(), %d: ", __FILE__, __func__, __LINE__); printf(s, ##__VA_ARGS__); }
-
 enum LoggingLevels {
 	LOG_ERROR,
 	LOG_INFO,
@@ -29,6 +17,18 @@ enum LoggingLevels {
 	LOG_DEBUG
 };
 
+#define LogDebug(s, ...) \
+	if ( verbose >= LOG_DEBUG ) printf(s, ##__VA_ARGS__);
+
+#define LogMoreInfo(s, ...) \
+	if ( verbose >= LOG_VERBOSE ) printf(s, ##__VA_ARGS__);
+
+#define LogInfo(s, ...) \
+	if ( verbose >= LOG_INFO ) printf(s, ##__VA_ARGS__);
+
+#define LogError(s, ...) \
+	if ( verbose >= LOG_ERROR ) { printf("%s, %s(), %d: ", __FILE__, __func__, __LINE__); printf(s, ##__VA_ARGS__); }
+
 /*
  Imported from Astrant:
  Questions/Suggestions mail nick@astrant.net

aatester.cpp

@@ -0,0 +1,72 @@
+//
+//  aatester.cpp
+//  AwesomeAttract0r
+//
+//  Created by Joshua Moerman on 3/25/12.
+//  Copyright (c) 2012 Vadovas. All rights reserved.
+//
+
+#include <iostream>
+#include <vector>
+
+#include "Logger.hpp"
+#include "analyse.hpp"
+
+#define LOG(s, p) \
+	logger.start(s); \
+	p \
+	logger.stop()
+
+int verbose = 0;
+Logger logger(std::cout, LOG_VERBOSE);
+
+inline double test(const int dimension, const double doubling, const double percentage){
+	LOG("making vector",
+	srand(time(0));
+	std::vector<double *> buffer(1000000);
+	);
+	
+	LOG("making random data",
+	for(auto & p : buffer){
+		p = new double[dimension];
+		for(unsigned int i = 2;i < dimension; ++i){
+			p[i] = rand() / (double) RAND_MAX - 0.5;
+		}
+		p[0] = p[1]*p[1];
+		p[1] = std::sin(5.0*p[2]);
+	});
+	
+	LOG("calculate fractal dimension",
+	double f = fractal_dimension(buffer.begin(), buffer.end(), dimension, doubling, percentage);
+	);
+	
+	LOG("freeing data",
+	for(auto & p : buffer){
+		delete[] p;
+		p = 0;
+	});
+	
+	return f;
+}
+
+int main(){
+	double percentages[] = {0.00015, 0.00010, 0.00006, 0.00004, 0.000015};
+	std::cout << "... |";
+	for(auto p : percentages) std::cout << "\t" << p;
+	std::cout << std::endl << "----------------------------------------------" << std::endl;
+	
+	for (double doubling = 2.0; doubling <= 3.0; doubling += 0.1){
+		std::cout << doubling << " |";
+		for (auto p : percentages){
+			double sse = 0;
+			for (int i = 3; i <= 6; ++i) {
+				for(int j = 0; j < 20; ++j) {
+					double e = (i-2) - test(i, doubling, p);
+					sse += e*e;
+				}
+			}
+			std::cout << "\t" << sse;
+		}
+		std::cout << std::endl;
+	}
+}

analyse.hpp

@@ -0,0 +1,47 @@
+//
+//  analyse.hpp
+//  AwesomeAttract0r
+//
+//  Created by Joshua Moerman on 3/25/12.
+//  Copyright (c) 2012 Vadovas. All rights reserved.
+//
+
+#ifndef AwesomeAttract0r_analyse_hpp
+#define AwesomeAttract0r_analyse_hpp
+
+#include <cmath>
+
+inline double distance_squared(double * p1, double * p2, size_t dimension){
+	double s = 0;
+	for(unsigned int i = 0; i < dimension; ++i){
+		s += (p1[i] - p2[i]) * (p1[i] - p2[i]);
+	}
+	return s;
+}
+
+template <typename Iterator>
+double fractal_dimension(Iterator begin, Iterator end, size_t const dimension, const double doubling = 2.4, const double percentage = 0.00004) {
+	const double size = std::pow(percentage, 1.0 / 3.0);
+	//const double size = std::pow(percentage, 1.0 / dimension);
+	const double totalSize = std::sqrt(dimension);
+	
+	unsigned int counts[2] = {};
+	double r = size * totalSize;
+	
+	while(begin != end){
+		auto x0 = *begin++;
+		
+		for(unsigned int i = 0; i < 200 && begin != end; ++i){
+			auto x = *begin++;
+			auto d = distance_squared(x, x0, dimension);
+			if( d <= r*r )
+				++counts[0];
+			if( d <= doubling*doubling*r*r )
+				++counts[1];
+		}
+	}
+	
+	return std::log((double) counts[1] / (double) counts[0]) / std::log(doubling);
+}
+
+#endif

kernels/Polynomial.hpp

@@ -3,7 +3,7 @@
 
 #include "../AttractorKernel.hpp"
 
-unsigned int calculateNumberOfParameters(const unsigned int dimension, const unsigned int orde) {
+inline unsigned int calculateNumberOfParameters(const unsigned int dimension, const unsigned int orde) {
 	double n_coef = orde + 1;
 	for(unsigned int i = 2; i <= dimension; i++) {
 		n_coef = n_coef*(orde + i)/(i - 1);

main.cpp

@@ -17,7 +17,7 @@ namespace po = boost::program_options;
 #include "render.hpp"
 
 
-int verbose = 4;
+int verbose = LOG_DEBUG;
 Logger logger(std::cout, LOG_VERBOSE);
 
 std::string generate_filename(){
@@ -31,7 +31,7 @@ std::string generate_filename(){
 
 void save_stf(stfu::node & stf_output, std::string const & filename){
 	stf_output.addValue("version") = __DATE__" "__TIME__;
-	stf_output.addValue("notes") = "This is the version with `cheap` blur and random colours";
+	stf_output.addValue("notes") = "This is the version with somewhat better blur (circle) and random colours";
 	std::string path(filename + ".stf");
 	std::ofstream file(path.c_str());
 	file << stf_output << std::endl;