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authorDaniel Baumann <daniel@debian.org>2024-11-10 15:31:03 +0100
committerDaniel Baumann <daniel@debian.org>2024-11-10 15:31:03 +0100
commit2b16d0d8a6bead5bcc2125b890bf1a13d19602dc (patch)
treeb67952daab2d78e87c103ed10ece33ad6a9a2167 /ent
parentInitial commit. (diff)
downloadhaveged-2b16d0d8a6bead5bcc2125b890bf1a13d19602dc.tar.xz
haveged-2b16d0d8a6bead5bcc2125b890bf1a13d19602dc.zip
Adding upstream version 1.9.14.upstream/1.9.14
Signed-off-by: Daniel Baumann <daniel@debian.org>
Diffstat (limited to 'ent')
-rw-r--r--ent/Makefile.am22
-rw-r--r--ent/Makefile.in577
-rw-r--r--ent/chisq.c136
-rw-r--r--ent/entest.c270
-rw-r--r--ent/entitle.gifbin0 -> 11619 bytes
-rw-r--r--ent/iso8859.c19
-rw-r--r--ent/iso8859.h17
-rw-r--r--ent/randtest.c183
-rw-r--r--ent/randtest.h7
9 files changed, 1231 insertions, 0 deletions
diff --git a/ent/Makefile.am b/ent/Makefile.am
new file mode 100644
index 0000000..265504c
--- /dev/null
+++ b/ent/Makefile.am
@@ -0,0 +1,22 @@
+## Process this file with automake to produce Makefile.in.
+
+if ENABLE_ENT_TEST
+check_PROGRAMS = entest
+endif
+
+AM_CFLAGS=-Wall
+
+entest_LDADD = -lm
+
+entest_SOURCES = entest.c iso8859.c randtest.c chisq.c iso8859.h randtest.h
+
+CLEANFILES = sample
+
+MAINTAINERCLEANFILES = Makefile.in
+
+if ENABLE_ENT_TEST
+check-local:
+ ./entest -t ${srcdir}/entitle.gif
+ ../src/haveged -n 16384k -v 1 $*
+ ./entest -vf sample
+endif
diff --git a/ent/Makefile.in b/ent/Makefile.in
new file mode 100644
index 0000000..49931f5
--- /dev/null
+++ b/ent/Makefile.in
@@ -0,0 +1,577 @@
+# Makefile.in generated by automake 1.16.1 from Makefile.am.
+# @configure_input@
+
+# Copyright (C) 1994-2018 Free Software Foundation, Inc.
+
+# This Makefile.in is free software; the Free Software Foundation
+# gives unlimited permission to copy and/or distribute it,
+# with or without modifications, as long as this notice is preserved.
+
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY, to the extent permitted by law; without
+# even the implied warranty of MERCHANTABILITY or FITNESS FOR A
+# PARTICULAR PURPOSE.
+
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+ fi; \
+}
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+ else \
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+.PHONY: CTAGS GTAGS TAGS all all-am check check-am check-local clean \
+ clean-checkPROGRAMS clean-generic clean-libtool cscopelist-am \
+ ctags ctags-am distclean distclean-compile distclean-generic \
+ distclean-libtool distclean-tags distdir dvi dvi-am html \
+ html-am info info-am install install-am install-data \
+ install-data-am install-dvi install-dvi-am install-exec \
+ install-exec-am install-html install-html-am install-info \
+ install-info-am install-man install-pdf install-pdf-am \
+ install-ps install-ps-am install-strip installcheck \
+ installcheck-am installdirs maintainer-clean \
+ maintainer-clean-generic mostlyclean mostlyclean-compile \
+ mostlyclean-generic mostlyclean-libtool pdf pdf-am ps ps-am \
+ tags tags-am uninstall uninstall-am
+
+.PRECIOUS: Makefile
+
+
+@ENABLE_ENT_TEST_TRUE@check-local:
+@ENABLE_ENT_TEST_TRUE@ ./entest -t ${srcdir}/entitle.gif
+@ENABLE_ENT_TEST_TRUE@ ../src/haveged -n 16384k -v 1 $*
+@ENABLE_ENT_TEST_TRUE@ ./entest -vf sample
+
+# Tell versions [3.59,3.63) of GNU make to not export all variables.
+# Otherwise a system limit (for SysV at least) may be exceeded.
+.NOEXPORT:
diff --git a/ent/chisq.c b/ent/chisq.c
new file mode 100644
index 0000000..c4112d9
--- /dev/null
+++ b/ent/chisq.c
@@ -0,0 +1,136 @@
+/*
+
+ Compute probability of measured Chi Square value.
+
+ This code was developed by Gary Perlman of the Wang
+ Institute (full citation below) and has been minimally
+ modified for use in this program.
+
+*/
+
+#include <math.h>
+
+/*HEADER
+ Module: z.c
+ Purpose: compute approximations to normal z distribution probabilities
+ Programmer: Gary Perlman
+ Organization: Wang Institute, Tyngsboro, MA 01879
+ Copyright: none
+ Tabstops: 4
+*/
+
+#define Z_MAX 6.0 /* maximum meaningful z value */
+
+/*FUNCTION poz: probability of normal z value */
+/*ALGORITHM
+ Adapted from a polynomial approximation in:
+ Ibbetson D, Algorithm 209
+ Collected Algorithms of the CACM 1963 p. 616
+ Note:
+ This routine has six digit accuracy, so it is only useful for absolute
+ z values < 6. For z values >= to 6.0, poz() returns 0.0.
+*/
+static double /*VAR returns cumulative probability from -oo to z */
+poz(const double z) /*VAR normal z value */
+{
+ double y, x, w;
+
+ if (z == 0.0) {
+ x = 0.0;
+ } else {
+ y = 0.5 * fabs(z);
+ if (y >= (Z_MAX * 0.5)) {
+ x = 1.0;
+ } else if (y < 1.0) {
+ w = y * y;
+ x = ((((((((0.000124818987 * w
+ -0.001075204047) * w +0.005198775019) * w
+ -0.019198292004) * w +0.059054035642) * w
+ -0.151968751364) * w +0.319152932694) * w
+ -0.531923007300) * w +0.797884560593) * y * 2.0;
+ } else {
+ y -= 2.0;
+ x = (((((((((((((-0.000045255659 * y
+ +0.000152529290) * y -0.000019538132) * y
+ -0.000676904986) * y +0.001390604284) * y
+ -0.000794620820) * y -0.002034254874) * y
+ +0.006549791214) * y -0.010557625006) * y
+ +0.011630447319) * y -0.009279453341) * y
+ +0.005353579108) * y -0.002141268741) * y
+ +0.000535310849) * y +0.999936657524;
+ }
+ }
+ return (z > 0.0 ? ((x + 1.0) * 0.5) : ((1.0 - x) * 0.5));
+}
+
+/*
+ Module: chisq.c
+ Purpose: compute approximations to chisquare distribution probabilities
+ Contents: pochisq()
+ Uses: poz() in z.c (Algorithm 209)
+ Programmer: Gary Perlman
+ Organization: Wang Institute, Tyngsboro, MA 01879
+ Copyright: none
+ Tabstops: 4
+*/
+
+#define LOG_SQRT_PI 0.5723649429247000870717135 /* log (sqrt (pi)) */
+#define I_SQRT_PI 0.5641895835477562869480795 /* 1 / sqrt (pi) */
+#define BIGX 20.0 /* max value to represent exp (x) */
+#define ex(x) (((x) < -BIGX) ? 0.0 : exp(x))
+
+/*FUNCTION pochisq: probability of chi sqaure value */
+/*ALGORITHM Compute probability of chi square value.
+ Adapted from:
+ Hill, I. D. and Pike, M. C. Algorithm 299
+ Collected Algorithms for the CACM 1967 p. 243
+ Updated for rounding errors based on remark in
+ ACM TOMS June 1985, page 185
+*/
+
+double pochisq(
+ const double ax, /* obtained chi-square value */
+ const int df /* degrees of freedom */
+ )
+{
+ double x = ax;
+ double a, y=0, s;
+ double e, c, z;
+ int even; /* true if df is an even number */
+
+ if (x <= 0.0 || df < 1) {
+ return 1.0;
+ }
+
+ a = 0.5 * x;
+ even = (2 * (df / 2)) == df;
+ if (df > 1) {
+ y = ex(-a);
+ }
+ s = (even ? y : (2.0 * poz(-sqrt(x))));
+ if (df > 2) {
+ x = 0.5 * (df - 1.0);
+ z = (even ? 1.0 : 0.5);
+ if (a > BIGX) {
+ e = (even ? 0.0 : LOG_SQRT_PI);
+ c = log(a);
+ while (z <= x) {
+ e = log(z) + e;
+ s += ex(c * z - a - e);
+ z += 1.0;
+ }
+ return (s);
+ } else {
+ e = (even ? 1.0 : (I_SQRT_PI / sqrt(a)));
+ c = 0.0;
+ while (z <= x) {
+ e = e * (a / z);
+ c = c + e;
+ z += 1.0;
+ }
+ return (c * y + s);
+ }
+ } else {
+ return s;
+ }
+}
diff --git a/ent/entest.c b/ent/entest.c
new file mode 100644
index 0000000..9a38bee
--- /dev/null
+++ b/ent/entest.c
@@ -0,0 +1,270 @@
+/*
+ ENT -- Entropy calculation and analysis of putative
+ random sequences.
+
+ Designed and implemented by John "Random" Walker in May 1985.
+
+ Multiple analyses of random sequences added in December 1985.
+
+ Bit stream analysis added in September 1997.
+
+ Terse mode output, getopt() command line processing,
+ optional stdin input, and HTML documentation added in
+ October 1998.
+
+ Documentation for the -t (terse output) option added
+ in July 2006.
+
+ Replaced table look-up for chi square to probability
+ conversion with algorithmic computation in January 2008.
+
+ Hacked for haveged test April 2009
+
+ For additional information and the latest version,
+ see http://www.fourmilab.ch/random/
+
+*/
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <ctype.h>
+#include <math.h>
+#include "getopt.h"
+#ifdef _WIN32
+#include <fcntl.h>
+#include <io.h>
+#else
+#include <unistd.h>
+#endif
+
+#include "iso8859.h"
+#include "randtest.h"
+
+#define UPDATE "January 28th, 2008"
+
+#define FALSE 0
+#define TRUE 1
+
+#ifdef M_PI
+#define PI M_PI
+#else
+#define PI 3.14159265358979323846
+#endif
+
+extern double pochisq(const double ax, const int df);
+
+struct pparams {
+ double chisqr;
+ double entropy;
+ double mean;
+ double pi;
+ double seq;
+ double xtreme;
+};
+
+static struct pparams defaults = {
+ .chisqr = 1, // bounds - should be >1% and <99%
+ .entropy = 7.5, // minimum - should be close to 8
+ .mean = 127.0, // minimum - should be close to 127.5
+ .pi = 0.5, // maximum - error deviation in percent
+ .seq = 0.8, // minimum - should be close to 1
+ .xtreme = 0.00001 // maximum - result deviation
+};
+struct pparams *params = &defaults;
+
+static int check(long totalc, double ent, double chip, double mean, double montepi, double scc)
+{
+char failures[512];
+int offs=0;
+double p;
+double p0 = params->chisqr;
+double p1 = 100-p0;
+if (ent<params->entropy) {
+ sprintf(failures+offs,"entropy:%f<%f ",ent,params->entropy);
+ offs=strlen(failures);
+}
+chip *= 100;
+if (chip<p0||chip>p1) {
+ sprintf(failures+offs,"chisqr:%f%% not in %f-%f ",chip,p0,p1);
+ offs=strlen(failures);
+}
+if (mean<params->mean) {
+ sprintf(failures+offs,"mean:%f<%f ",mean,params->mean);
+ offs=strlen(failures);
+}
+p = 100*(montepi-PI)/PI;
+if (fabs(p)>params->pi) {
+ sprintf(failures+offs,"pi:%f %f>%f ",montepi,p,params->pi);
+ offs=strlen(failures);
+}
+if (scc>params->seq) {
+ sprintf(failures+offs,"sequence:%f>%f ",scc,params->seq);
+ offs=strlen(failures);
+}
+if (offs) {
+ printf("Check Fail: %s\n",failures);
+ return -1;
+}
+printf("Sample looks good!\n");
+return 0;
+}
+
+/* Who checks the checker? The ent self-test test the various options by collecting the output
+ * of the various options on a given input in a text and then doing a diff with the expected
+ * output. IMHO the text comparison is pretty cheezy since doubles are involved. We make the
+ * same check but do not require equality on the quantities involved
+ */
+
+static int checkSelf(long totalc, double ent, double chisq, double mean, double montepi, double scc)
+{
+double ref[6] = {11619,7.787095,6567.223255,110.000258,3.392562,0.098324};
+double tst[6] = {totalc,ent,chisq,mean,montepi,scc};
+int i;double f;
+for(i=0;i<6;i++) {
+ f=fabs(tst[i]-ref[i])/ref[i];
+ if (f > params->xtreme) {
+ printf("Self-test(%d) failed:%f?",i,f);
+ return -1;
+ }
+ }
+printf("Self-test good!\n");
+return 0;
+}
+
+/* HELP -- Print information on how to call */
+
+static void help(void)
+{
+ printf("entest -- Test the havege RNG.");
+ printf("\n");
+ printf("\n Options: -c<min> Chi Square Threshold");
+ printf("\n -e<min> Min entropy/char");
+ printf("\n -f<file> File");
+ printf("\n -m<min> Min arithmetic mean");
+ printf("\n -p<max> Max error in pi");
+ printf("\n -s<min> Min serial coeficient");
+ printf("\n -t Self test");
+ printf("\n -u Print this message\n");
+ printf("\n -v Verbose - show the stats");
+ printf("\nAdapted from the work of John Walker");
+ printf("\n http://www.fourmilab.ch/\n\n");
+}
+
+
+/* Main program */
+
+int main(int argc, char *argv[])
+{
+ int oc, opt;
+ long ccount[256]; /* Bins to count occurrences of values */
+ long totalc = 0; /* Total character count */
+ double montepi, chip,
+ scc, ent, mean, chisq;
+ FILE *fp = stdin;
+ int fold = FALSE, /* Fold upper to lower */
+ binary = FALSE, /* Treat input as a bitstream */
+ stest = FALSE,
+ verbose = FALSE;
+ char *filename="";
+
+ while ((opt = getopt(argc, argv, "?c:e:f:m:p:s:t:v")) != -1) {
+ switch (toISOlower(opt)) {
+ case 'c':
+ params->chisqr = atof(optarg);
+ break;
+
+ case 'e':
+ params->entropy = atof(optarg);
+ break;
+
+ case 'f':
+ filename = optarg;
+ break;
+
+ case 'm':
+ params->mean = atof(optarg);
+ break;
+
+ case 'p':
+ params->pi = atof(optarg);
+ break;
+
+ case 's':
+ params->seq = atof(optarg);
+ break;
+
+ case 't':
+ filename = optarg;
+/* filename = "entitle.gif"; */
+ stest = TRUE;
+ break;
+
+ case 'v':
+ verbose = TRUE;
+ break;
+
+ default:
+ help();
+ return -1;
+ }
+ }
+ if (!strlen(filename)) {
+ printf("Need input file\n");
+ help();
+ return 2;
+ }
+ if ((fp = fopen(filename, "rb")) == NULL) {
+ printf("Cannot open file %s\n", filename);
+ return 2;
+ }
+ memset(ccount, 0, sizeof ccount);
+
+ /* Initialise for calculations */
+
+ rt_init(binary);
+
+ /* Scan input file and count character occurrences */
+
+ while ((oc = fgetc(fp)) != EOF) {
+ unsigned char ocb;
+
+ if (fold && isISOalpha(oc) && isISOupper(oc)) {
+ oc = toISOlower(oc);
+ }
+ ocb = (unsigned char) oc;
+ totalc += binary ? 8 : 1;
+ if (binary) {
+ int b;
+ unsigned char ob = ocb;
+
+ for (b = 0; b < 8; b++) {
+ ccount[ob & 1]++;
+ ob >>= 1;
+ }
+ } else {
+ ccount[ocb]++; /* Update counter for this bin */
+ }
+ rt_add(&ocb, 1);
+ }
+ fclose(fp);
+
+ /* Complete calculation and return sequence metrics */
+
+ rt_end(&ent, &chisq, &mean, &montepi, &scc);
+ chip = pochisq(chisq, (binary ? 1 : 255));
+
+ if (verbose)
+ printf("\nTest Results\n"
+ "Sample: %ld bytes\n"
+ "Entropy: %f bits\n"
+ "Chi-Square: %f(%f%%)\n"
+ "Mean: %f\n"
+ "PI: %f(%f%%)\n"
+ "Correlation: %f\n",
+ totalc, ent, chisq, chip*100, mean, montepi,100*(montepi-PI)/PI,scc);
+
+ if (stest)
+ return checkSelf(totalc, ent, chisq, mean, montepi, scc);
+ return check(totalc, ent, chip, mean, montepi, scc);
+}
diff --git a/ent/entitle.gif b/ent/entitle.gif
new file mode 100644
index 0000000..437c305
--- /dev/null
+++ b/ent/entitle.gif
Binary files differ
diff --git a/ent/iso8859.c b/ent/iso8859.c
new file mode 100644
index 0000000..22186b5
--- /dev/null
+++ b/ent/iso8859.c
@@ -0,0 +1,19 @@
+
+/* ISO 8859/1 Latin-1 alphabetic and upper and lower case bit vector tables. */
+
+/* LINTLIBRARY */
+
+unsigned char isoalpha[32] = {
+ 0,0,0,0,0,0,0,0,127,255,255,224,127,255,255,224,0,0,0,0,0,0,0,0,255,255,
+ 254,255,255,255,254,255
+};
+
+unsigned char isoupper[32] = {
+ 0,0,0,0,0,0,0,0,127,255,255,224,0,0,0,0,0,0,0,0,0,0,0,0,255,255,254,254,
+ 0,0,0,0
+};
+
+unsigned char isolower[32] = {
+ 0,0,0,0,0,0,0,0,0,0,0,0,127,255,255,224,0,0,0,0,0,0,0,0,0,0,0,1,255,255,
+ 254,255
+};
diff --git a/ent/iso8859.h b/ent/iso8859.h
new file mode 100644
index 0000000..6930a8f
--- /dev/null
+++ b/ent/iso8859.h
@@ -0,0 +1,17 @@
+
+/* ISO 8859/1 Latin-1 "ctype" macro replacements. */
+
+extern unsigned char isoalpha[32], isoupper[32], isolower[32];
+
+#define isISOspace(x) ((isascii(((unsigned char) (x))) && isspace(((unsigned char) (x)))) || ((x) == 0xA0))
+#define isISOalpha(x) ((isoalpha[(((unsigned char) (x))) / 8] & (0x80 >> ((((unsigned char) (x))) % 8))) != 0)
+#define isISOupper(x) ((isoupper[(((unsigned char) (x))) / 8] & (0x80 >> ((((unsigned char) (x))) % 8))) != 0)
+#define isISOlower(x) ((isolower[(((unsigned char) (x))) / 8] & (0x80 >> ((((unsigned char) (x))) % 8))) != 0)
+#define isISOprint(x) ((((x) >= ' ') && ((x) <= '~')) || ((x) >= 0xA0))
+#define toISOupper(x) (isISOlower(x) ? (isascii(((unsigned char) (x))) ? \
+ toupper(x) : (((((unsigned char) (x)) != 0xDF) && \
+ (((unsigned char) (x)) != 0xFF)) ? \
+ (((unsigned char) (x)) - 0x20) : (x))) : (x))
+#define toISOlower(x) (isISOupper(x) ? (isascii(((unsigned char) (x))) ? \
+ tolower(x) : (((unsigned char) (x)) + 0x20)) \
+ : (x))
diff --git a/ent/randtest.c b/ent/randtest.c
new file mode 100644
index 0000000..e9eaf33
--- /dev/null
+++ b/ent/randtest.c
@@ -0,0 +1,183 @@
+/*
+
+ Apply various randomness tests to a stream of bytes
+
+ by John Walker -- September 1996
+ http://www.fourmilab.ch/
+
+*/
+
+#include <math.h>
+
+#define FALSE 0
+#define TRUE 1
+
+#define log2of10 3.32192809488736234787
+
+static int binary = FALSE; /* Treat input as a bitstream */
+
+static long ccount[256], /* Bins to count occurrences of values */
+ totalc = 0; /* Total bytes counted */
+static double prob[256]; /* Probabilities per bin for entropy */
+
+/* RT_LOG2 -- Calculate log to the base 2 */
+
+static double rt_log2(double x)
+{
+ return log2of10 * log10(x);
+}
+
+#define MONTEN 6 /* Bytes used as Monte Carlo
+ co-ordinates. This should be no more
+ bits than the mantissa of your
+ "double" floating point type. */
+
+static int mp, sccfirst;
+static unsigned int monte[MONTEN];
+static long inmont, mcount;
+static double cexp, incirc, montex, montey, montepi,
+ scc, sccun, sccu0, scclast, scct1, scct2, scct3,
+ ent, chisq, datasum;
+
+/* RT_INIT -- Initialise random test counters. */
+
+void rt_init(int binmode)
+{
+ int i;
+
+ binary = binmode; /* Set binary / byte mode */
+
+ /* Initialise for calculations */
+
+ ent = 0.0; /* Clear entropy accumulator */
+ chisq = 0.0; /* Clear Chi-Square */
+ datasum = 0.0; /* Clear sum of bytes for arithmetic mean */
+
+ mp = 0; /* Reset Monte Carlo accumulator pointer */
+ mcount = 0; /* Clear Monte Carlo tries */
+ inmont = 0; /* Clear Monte Carlo inside count */
+ incirc = 65535.0 * 65535.0;/* In-circle distance for Monte Carlo */
+
+ sccfirst = TRUE; /* Mark first time for serial correlation */
+ scct1 = scct2 = scct3 = 0.0; /* Clear serial correlation terms */
+
+ incirc = pow(pow(256.0, (double) (MONTEN / 2)) - 1, 2.0);
+
+ for (i = 0; i < 256; i++) {
+ ccount[i] = 0;
+ }
+ totalc = 0;
+}
+
+/* RT_ADD -- Add one or more bytes to accumulation. */
+
+void rt_add(void *buf, int bufl)
+{
+ unsigned char *bp = buf;
+ int oc, c, bean;
+
+ while (bean = 0, (bufl-- > 0)) {
+ oc = *bp++;
+
+ do {
+ if (binary) {
+ c = !!(oc & 0x80);
+ } else {
+ c = oc;
+ }
+ ccount[c]++; /* Update counter for this bin */
+ totalc++;
+
+ /* Update inside / outside circle counts for Monte Carlo
+ computation of PI */
+
+ if (bean == 0) {
+ monte[mp++] = oc; /* Save character for Monte Carlo */
+ if (mp >= MONTEN) { /* Calculate every MONTEN character */
+ int mj;
+
+ mp = 0;
+ mcount++;
+ montex = montey = 0;
+ for (mj = 0; mj < MONTEN / 2; mj++) {
+ montex = (montex * 256.0) + monte[mj];
+ montey = (montey * 256.0) + monte[(MONTEN / 2) + mj];
+ }
+ if ((montex * montex + montey * montey) <= incirc) {
+ inmont++;
+ }
+ }
+ }
+
+ /* Update calculation of serial correlation coefficient */
+
+ sccun = c;
+ if (sccfirst) {
+ sccfirst = FALSE;
+ scclast = 0;
+ sccu0 = sccun;
+ } else {
+ scct1 = scct1 + scclast * sccun;
+ }
+ scct2 = scct2 + sccun;
+ scct3 = scct3 + (sccun * sccun);
+ scclast = sccun;
+ oc <<= 1;
+ } while (binary && (++bean < 8));
+ }
+}
+
+/* RT_END -- Complete calculation and return results. */
+
+void rt_end(double *r_ent, double *r_chisq, double *r_mean,
+ double *r_montepicalc, double *r_scc)
+{
+ int i;
+
+ /* Complete calculation of serial correlation coefficient */
+
+ scct1 = scct1 + scclast * sccu0;
+ scct2 = scct2 * scct2;
+ scc = totalc * scct3 - scct2;
+ if (scc == 0.0) {
+ scc = -100000;
+ } else {
+ scc = (totalc * scct1 - scct2) / scc;
+ }
+
+ /* Scan bins and calculate probability for each bin and
+ Chi-Square distribution. The probability will be reused
+ in the entropy calculation below. While we're at it,
+ we sum of all the data which will be used to compute the
+ mean. */
+
+ cexp = totalc / (binary ? 2.0 : 256.0); /* Expected count per bin */
+ for (i = 0; i < (binary ? 2 : 256); i++) {
+ double a = ccount[i] - cexp;;
+
+ prob[i] = ((double) ccount[i]) / totalc;
+ chisq += (a * a) / cexp;
+ datasum += ((double) i) * ccount[i];
+ }
+
+ /* Calculate entropy */
+
+ for (i = 0; i < (binary ? 2 : 256); i++) {
+ if (prob[i] > 0.0) {
+ ent += prob[i] * rt_log2(1 / prob[i]);
+ }
+ }
+
+ /* Calculate Monte Carlo value for PI from percentage of hits
+ within the circle */
+
+ montepi = 4.0 * (((double) inmont) / mcount);
+
+ /* Return results through arguments */
+
+ *r_ent = ent;
+ *r_chisq = chisq;
+ *r_mean = datasum / totalc;
+ *r_montepicalc = montepi;
+ *r_scc = scc;
+}
diff --git a/ent/randtest.h b/ent/randtest.h
new file mode 100644
index 0000000..082d0fb
--- /dev/null
+++ b/ent/randtest.h
@@ -0,0 +1,7 @@
+
+/* Random test function prototypes */
+
+extern void rt_init(int binmode);
+extern void rt_add(void *buf, int bufl);
+extern void rt_end(double *r_ent, double *r_chisq, double *r_mean,
+ double *r_montepicalc, double *r_scc);