--- /dev/null
+/* GStreamer
+ * Copyright (C) 1999,2000 Erik Walthinsen <omega@cse.ogi.edu>
+ * 2000 Wim Taymans <wtay@chello.be>
+ * 2004 Wim Taymans <wim@fluendo.com>
+ * 2015 Jan Schmidt <jan@centricular.com>
+ *
+ * gstclock-linreg.c: Linear regression implementation, used in clock slaving
+ *
+ * This library is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Library General Public
+ * License as published by the Free Software Foundation; either
+ * version 2 of the License, or (at your option) any later version.
+ *
+ * This library is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ * Library General Public License for more details.
+ *
+ * You should have received a copy of the GNU Library General Public
+ * License along with this library; if not, write to the
+ * Free Software Foundation, Inc., 51 Franklin St, Fifth Floor,
+ * Boston, MA 02110-1301, USA.
+ */
+
+#include "gst_private.h"
+#include <time.h>
+
+#include "gstclock.h"
+#include "gstinfo.h"
+#include "gstutils.h"
+#include "glib-compat-private.h"
+
+/* Compute log2 of the passed 64-bit number by finding the highest set bit */
+static guint
+gst_log2 (GstClockTime in)
+{
+ const guint64 b[] =
+ { 0x2, 0xC, 0xF0, 0xFF00, 0xFFFF0000, 0xFFFFFFFF00000000LL };
+ const guint64 S[] = { 1, 2, 4, 8, 16, 32 };
+ int i;
+
+ guint count = 0;
+ for (i = 5; i >= 0; i--) {
+ if (in & b[i]) {
+ in >>= S[i];
+ count |= S[i];
+ }
+ }
+
+ return count;
+}
+
+/* http://mathworld.wolfram.com/LeastSquaresFitting.html
+ * with SLAVE_LOCK
+ */
+gboolean
+_priv_gst_do_linear_regression (GstClockTime * times, guint n,
+ GstClockTime * m_num, GstClockTime * m_denom, GstClockTime * b,
+ GstClockTime * xbase, gdouble * r_squared)
+{
+ GstClockTime *newx, *newy;
+ GstClockTime xmin, ymin, xbar, ybar, xbar4, ybar4;
+ GstClockTime xmax, ymax;
+ GstClockTimeDiff sxx, sxy, syy;
+ GstClockTime *x, *y;
+ gint i, j;
+ gint pshift = 0;
+ gint max_bits;
+
+ xbar = ybar = sxx = syy = sxy = 0;
+
+ x = times;
+ y = times + 2;
+
+ xmin = ymin = G_MAXUINT64;
+ xmax = ymax = 0;
+ for (i = j = 0; i < n; i++, j += 4) {
+ xmin = MIN (xmin, x[j]);
+ ymin = MIN (ymin, y[j]);
+
+ xmax = MAX (xmax, x[j]);
+ ymax = MAX (ymax, y[j]);
+ }
+
+ newx = times + 1;
+ newy = times + 3;
+
+ /* strip off unnecessary bits of precision */
+ for (i = j = 0; i < n; i++, j += 4) {
+ newx[j] = x[j] - xmin;
+ newy[j] = y[j] - ymin;
+ }
+
+#ifdef DEBUGGING_ENABLED
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, "reduced numbers:");
+ for (i = j = 0; i < n; i++, j += 4)
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock,
+ " %" G_GUINT64_FORMAT " %" G_GUINT64_FORMAT, newx[j], newy[j]);
+#endif
+
+ /* have to do this precisely otherwise the results are pretty much useless.
+ * should guarantee that none of these accumulators can overflow */
+
+ /* quantities on the order of 1e10 to 1e13 -> 30-35 bits;
+ * window size a max of 2^10, so
+ this addition could end up around 2^45 or so -- ample headroom */
+ for (i = j = 0; i < n; i++, j += 4) {
+ /* Just in case assumptions about headroom prove false, let's check */
+ if ((newx[j] > 0 && G_MAXUINT64 - xbar <= newx[j]) ||
+ (newy[j] > 0 && G_MAXUINT64 - ybar <= newy[j])) {
+ GST_CAT_WARNING_OBJECT (GST_CAT_CLOCK, clock,
+ "Regression overflowed in clock slaving! xbar %"
+ G_GUINT64_FORMAT " newx[j] %" G_GUINT64_FORMAT " ybar %"
+ G_GUINT64_FORMAT " newy[j] %" G_GUINT64_FORMAT, xbar, newx[j], ybar,
+ newy[j]);
+ return FALSE;
+ }
+
+ xbar += newx[j];
+ ybar += newy[j];
+ }
+ xbar /= n;
+ ybar /= n;
+
+ /* multiplying directly would give quantities on the order of 1e20-1e26 ->
+ * 60 bits to 70 bits times the window size that's 80 which is too much.
+ * Instead we (1) subtract off the xbar*ybar in the loop instead of after,
+ * to avoid accumulation; (2) shift off some estimated number of bits from
+ * each multiplicand to limit the expected ceiling. For strange
+ * distributions of input values, things can still overflow, in which
+ * case we drop precision and retry - at most a few times, in practice rarely
+ */
+
+ /* Guess how many bits we might need for the usual distribution of input,
+ * with a fallback loop that drops precision if things go pear-shaped */
+ max_bits = gst_log2 (MAX (xmax - xmin, ymax - ymin)) * 7 / 8 + gst_log2 (n);
+ if (max_bits > 64)
+ pshift = max_bits - 64;
+
+ i = 0;
+ do {
+#ifdef DEBUGGING_ENABLED
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock,
+ "Restarting regression with precision shift %u", pshift);
+#endif
+
+ xbar4 = xbar >> pshift;
+ ybar4 = ybar >> pshift;
+ sxx = syy = sxy = 0;
+ for (i = j = 0; i < n; i++, j += 4) {
+ GstClockTime newx4, newy4;
+ GstClockTimeDiff tmp;
+
+ newx4 = newx[j] >> pshift;
+ newy4 = newy[j] >> pshift;
+
+ tmp = (newx4 + xbar4) * (newx4 - xbar4);
+ if (G_UNLIKELY (tmp > 0 && sxx > 0 && (G_MAXINT64 - sxx <= tmp))) {
+ do {
+ /* Drop some precision and restart */
+ pshift++;
+ sxx /= 4;
+ tmp /= 4;
+ } while (G_MAXINT64 - sxx <= tmp);
+ break;
+ } else if (G_UNLIKELY (tmp < 0 && sxx < 0 && (G_MAXINT64 - sxx >= tmp))) {
+ do {
+ /* Drop some precision and restart */
+ pshift++;
+ sxx /= 4;
+ tmp /= 4;
+ } while (G_MININT64 - sxx >= tmp);
+ break;
+ }
+ sxx += tmp;
+
+ tmp = newy4 * newy4 - ybar4 * ybar4;
+ if (G_UNLIKELY (tmp > 0 && syy > 0 && (G_MAXINT64 - syy <= tmp))) {
+ do {
+ pshift++;
+ syy /= 4;
+ tmp /= 4;
+ } while (G_MAXINT64 - syy <= tmp);
+ break;
+ } else if (G_UNLIKELY (tmp < 0 && syy < 0 && (G_MAXINT64 - syy >= tmp))) {
+ do {
+ pshift++;
+ syy /= 4;
+ tmp /= 4;
+ } while (G_MININT64 - syy >= tmp);
+ break;
+ }
+ syy += tmp;
+
+ tmp = newx4 * newy4 - xbar4 * ybar4;
+ if (G_UNLIKELY (tmp > 0 && sxy > 0 && (G_MAXINT64 - sxy <= tmp))) {
+ do {
+ pshift++;
+ sxy /= 4;
+ tmp /= 4;
+ } while (G_MAXINT64 - sxy <= tmp);
+ break;
+ } else if (G_UNLIKELY (tmp < 0 && sxy < 0 && (G_MININT64 - sxy >= tmp))) {
+ do {
+ pshift++;
+ sxy /= 4;
+ tmp /= 4;
+ } while (G_MININT64 - sxy >= tmp);
+ break;
+ }
+ sxy += tmp;
+ }
+ } while (i < n);
+
+ if (G_UNLIKELY (sxx == 0))
+ goto invalid;
+
+ *m_num = sxy;
+ *m_denom = sxx;
+ *xbase = xmin;
+ *b = (ybar + ymin) - gst_util_uint64_scale (xbar, *m_num, *m_denom);
+ *r_squared = ((double) sxy * (double) sxy) / ((double) sxx * (double) syy);
+
+#ifdef DEBUGGING_ENABLED
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " m = %g",
+ ((double) *m_num) / *m_denom);
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " b = %" G_GUINT64_FORMAT,
+ *b);
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " xbase = %" G_GUINT64_FORMAT,
+ *xbase);
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " r2 = %g", *r_squared);
+#endif
+
+ return TRUE;
+
+invalid:
+ {
+ GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, "sxx == 0, regression failed");
+ return FALSE;
+ }
+}
* defines the minimum number of samples before the calibration is performed.
*/
-
#include "gst_private.h"
#include <time.h>
return result;
}
-/* http://mathworld.wolfram.com/LeastSquaresFitting.html
- * with SLAVE_LOCK
- */
-static gboolean
-do_linear_regression (GstClock * clock, GstClockTime * m_num,
- GstClockTime * m_denom, GstClockTime * b, GstClockTime * xbase,
- gdouble * r_squared)
-{
- GstClockTime *newx, *newy;
- GstClockTime xmin, ymin, xbar, ybar, xbar4, ybar4;
- GstClockTimeDiff sxx, sxy, syy;
- GstClockTime *x, *y;
- gint i, j;
- guint n;
- GstClockPrivate *priv;
-
- xbar = ybar = sxx = syy = sxy = 0;
-
- priv = clock->priv;
-
- x = priv->times;
- y = priv->times + 2;
- n = priv->filling ? priv->time_index : priv->window_size;
-
-#ifdef DEBUGGING_ENABLED
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, "doing regression on:");
- for (i = j = 0; i < n; i++, j += 4)
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock,
- " %" G_GUINT64_FORMAT " %" G_GUINT64_FORMAT, x[j], y[j]);
-#endif
-
- xmin = ymin = G_MAXUINT64;
- for (i = j = 0; i < n; i++, j += 4) {
- xmin = MIN (xmin, x[j]);
- ymin = MIN (ymin, y[j]);
- }
-
-#ifdef DEBUGGING_ENABLED
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, "min x: %" G_GUINT64_FORMAT,
- xmin);
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, "min y: %" G_GUINT64_FORMAT,
- ymin);
-#endif
-
- newx = priv->times + 1;
- newy = priv->times + 3;
-
- /* strip off unnecessary bits of precision */
- for (i = j = 0; i < n; i++, j += 4) {
- newx[j] = x[j] - xmin;
- newy[j] = y[j] - ymin;
- }
-
-#ifdef DEBUGGING_ENABLED
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, "reduced numbers:");
- for (i = j = 0; i < n; i++, j += 4)
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock,
- " %" G_GUINT64_FORMAT " %" G_GUINT64_FORMAT, newx[j], newy[j]);
-#endif
-
- /* have to do this precisely otherwise the results are pretty much useless.
- * should guarantee that none of these accumulators can overflow */
-
- /* quantities on the order of 1e10 -> 30 bits; window size a max of 2^10, so
- this addition could end up around 2^40 or so -- ample headroom */
- for (i = j = 0; i < n; i++, j += 4) {
- xbar += newx[j];
- ybar += newy[j];
- }
- xbar /= n;
- ybar /= n;
-
-#ifdef DEBUGGING_ENABLED
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " xbar = %" G_GUINT64_FORMAT,
- xbar);
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " ybar = %" G_GUINT64_FORMAT,
- ybar);
-#endif
-
- /* multiplying directly would give quantities on the order of 1e20 -> 60 bits;
- times the window size that's 70 which is too much. Instead we (1) subtract
- off the xbar*ybar in the loop instead of after, to avoid accumulation; (2)
- shift off 4 bits from each multiplicand, giving an expected ceiling of 52
- bits, which should be enough. Need to check the incoming range and domain
- to ensure this is an appropriate loss of precision though. */
- xbar4 = xbar >> 4;
- ybar4 = ybar >> 4;
- for (i = j = 0; i < n; i++, j += 4) {
- GstClockTime newx4, newy4;
-
- newx4 = newx[j] >> 4;
- newy4 = newy[j] >> 4;
-
- sxx += newx4 * newx4 - xbar4 * xbar4;
- syy += newy4 * newy4 - ybar4 * ybar4;
- sxy += newx4 * newy4 - xbar4 * ybar4;
- }
-
- if (G_UNLIKELY (sxx == 0))
- goto invalid;
-
- *m_num = sxy;
- *m_denom = sxx;
- *xbase = xmin;
- *b = (ybar + ymin) - gst_util_uint64_scale (xbar, *m_num, *m_denom);
- *r_squared = ((double) sxy * (double) sxy) / ((double) sxx * (double) syy);
-
-#ifdef DEBUGGING_ENABLED
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " m = %g",
- ((double) *m_num) / *m_denom);
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " b = %" G_GUINT64_FORMAT,
- *b);
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " xbase = %" G_GUINT64_FORMAT,
- *xbase);
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, " r2 = %g", *r_squared);
-#endif
-
- return TRUE;
-
-invalid:
- {
- GST_CAT_DEBUG_OBJECT (GST_CAT_CLOCK, clock, "sxx == 0, regression failed");
- return FALSE;
- }
-}
-
/**
* gst_clock_add_observation:
* @clock: a #GstClock
{
GstClockTime m_num, m_denom, b, xbase;
GstClockPrivate *priv;
+ guint n;
g_return_val_if_fail (GST_IS_CLOCK (clock), FALSE);
g_return_val_if_fail (r_squared != NULL, FALSE);
if (G_UNLIKELY (priv->filling && priv->time_index < priv->window_threshold))
goto filling;
- if (!do_linear_regression (clock, &m_num, &m_denom, &b, &xbase, r_squared))
+ n = priv->filling ? priv->time_index : priv->window_size;
+ if (!_priv_gst_do_linear_regression (priv->times, n, &m_num, &m_denom, &b,
+ &xbase, r_squared))
goto invalid;
GST_CLOCK_SLAVE_UNLOCK (clock);
* Boston, MA 02110-1301, USA.
*/
+/* Include the non-public linear regression function */
+#include "../../gst/gstclock-linreg.c"
#include <gst/check/gstcheck.h>
typedef struct
GST_END_TEST;
+GstClockTime times1[] = {
+ 257116899087539, 0, 120632754291904, 0,
+ 257117935914250, 0, 120633825367344, 0,
+ 257119448289434, 0, 120635306141271, 0,
+ 257120493671524, 0, 120636384357825, 0,
+ 257121550784861, 0, 120637417438878, 0,
+ 257123042669403, 0, 120638895344150, 0,
+ 257124089184865, 0, 120639971729651, 0,
+ 257125545836474, 0, 120641406788243, 0,
+ 257127030618490, 0, 120642885914220, 0,
+ 257128033712770, 0, 120643888843907, 0,
+ 257129081768074, 0, 120644981892002, 0,
+ 257130145383845, 0, 120646016376867, 0,
+ 257131532530200, 0, 120647389850987, 0,
+ 257132578136034, 0, 120648472767247, 0,
+ 257134102475722, 0, 120649953785315, 0,
+ 257135142994788, 0, 120651028858556, 0,
+ 257136585079868, 0, 120652441303624, 0,
+ 257137618260656, 0, 120653491627112, 0,
+ 257139108694546, 0, 120654963978184, 0,
+ 257140644022048, 0, 120656500233068, 0,
+ 257141685671825, 0, 120657578510655, 0,
+ 257142741238288, 0, 120658610889805, 0,
+ 257144243633074, 0, 120660093098060, 0,
+ 257145287962271, 0, 120661172901525, 0,
+ 257146740596716, 0, 120662591572179, 0,
+ 257147757607150, 0, 120663622822179, 0,
+ 257149263992401, 0, 120665135578527, 0,
+ 257150303719290, 0, 120666176166905, 0,
+ 257151355569906, 0, 120667217304601, 0,
+ 257152430578406, 0, 120668326099768, 0,
+ 257153490501095, 0, 120669360554111, 0,
+ 257154512360784, 0, 120670365497960, 0,
+ 257155530610577, 0, 120671399006259, 0,
+ 257156562091659, 0, 120672432728185, 0,
+ 257157945388742, 0, 120673800312414, 0,
+ 257159287547073, 0, 120675142444983, 0,
+ 257160324912880, 0, 120676215076817, 0,
+ 257345408328042, 0, 120861261738196, 0,
+ 257346412270919, 0, 120862265613926, 0,
+ 257347420532284, 0, 120863278644933, 0,
+ 257348431187638, 0, 120864284412754, 0,
+ 257349439018028, 0, 120865293110265, 0,
+ 257351796217938, 0, 120867651111973, 0,
+ 257352803038092, 0, 120868659107578, 0,
+ 257354152688899, 0, 120870008594883, 0,
+ 257355157088906, 0, 120871011097327, 0,
+ 257356162439182, 0, 120872016346348, 0,
+ 257357167872040, 0, 120873021656407, 0,
+ 257358182440058, 0, 120874048633945, 0,
+ 257359198881356, 0, 120875052265538, 0,
+ 257100756525466, 0, 120616619282139, 0,
+ 257101789337770, 0, 120617655475988, 0,
+ 257102816323472, 0, 120618674000157, 0,
+ 257103822485250, 0, 120619679005039, 0,
+ 257104840760423, 0, 120620710743321, 0,
+ 257105859459496, 0, 120621715351476, 0,
+ 257106886662470, 0, 120622764942539, 0,
+ 257108387497864, 0, 120624244221106, 0,
+ 257109428859191, 0, 120625321461096, 0,
+ 257110485892785, 0, 120626356892003, 0,
+ 257111869872141, 0, 120627726459874, 0,
+ 257112915903774, 0, 120628813190830, 0,
+ 257114329982208, 0, 120630187061682, 0,
+ 257115376666026, 0, 120631271992101, 0
+};
+
+
+GstClockTime times2[] = {
+ 291678579009762, 0, 162107345029507, 0,
+ 291679770464405, 0, 162108597684538, 0,
+ 291680972924370, 0, 162109745816863, 0,
+ 291682278949629, 0, 162111000577605, 0,
+ 291683590706117, 0, 162112357724822, 0,
+ 291684792322541, 0, 162113613156950, 0,
+ 291685931362506, 0, 162114760556854, 0,
+ 291687132156589, 0, 162115909238493, 0,
+ 291688265012060, 0, 162117120603240, 0,
+ 291689372183047, 0, 162118126279508, 0,
+ 291705506022294, 0, 162134329373992, 0,
+ 291667914301004, 0, 162096795553658, 0,
+ 291668119537668, 0, 162096949051905, 0,
+ 291668274671455, 0, 162097049238371, 0,
+ 291668429435600, 0, 162097256356719, 0,
+ 291668586128535, 0, 162097355689763, 0,
+ 291668741306233, 0, 162097565678460, 0,
+ 291668893789203, 0, 162097661044916, 0,
+ 291669100256555, 0, 162097865694145, 0,
+ 291669216417563, 0, 162098069214693, 0,
+ 291669836394620, 0, 162098677275530, 0,
+ 291669990447821, 0, 162098792601263, 0,
+ 291670149426086, 0, 162098916899184, 0,
+ 291670300232152, 0, 162099114225621, 0,
+ 291670411261917, 0, 162099236784112, 0,
+ 291670598483507, 0, 162099402158751, 0,
+ 291671716582687, 0, 162100558744122, 0,
+ 291672600759788, 0, 162101499326359, 0,
+ 291673919988307, 0, 162102751981384, 0,
+ 291675174441643, 0, 162104005551939, 0,
+ 291676271562197, 0, 162105105252898, 0,
+ 291677376345374, 0, 162106195737516, 0
+};
+
+GstClockTime times3[] = {
+ 291881924291688, 0, 162223997578228, 0,
+ 291883318122262, 0, 162224167198360, 0,
+ 291884786394838, 0, 162224335172501, 0,
+ 291886004374386, 0, 162224503695531, 0,
+ 291887224353285, 0, 162224673560021, 0,
+ 291888472403367, 0, 162224843760361, 0,
+ 291889727977561, 0, 162225014479362, 0,
+ 291890989982306, 0, 162225174554558, 0,
+ 291892247875763, 0, 162225339753039, 0,
+ 291893502163547, 0, 162225673230987, 0,
+ 291894711382216, 0, 162225829494101, 0,
+ 291895961021506, 0, 162225964530832, 0,
+ 291897251690854, 0, 162226127287981, 0,
+ 291898508630785, 0, 162226303710406, 0,
+ 291899740172868, 0, 162226472478047, 0,
+ 291900998878873, 0, 162226637402085, 0,
+ 291902334919875, 0, 162226797873245, 0,
+ 291903572196610, 0, 162226964352963, 0,
+ 291904727342699, 0, 162227125312525, 0,
+ 291906071189108, 0, 162228361337153, 0,
+ 291907308146005, 0, 162229560625638, 0,
+ 291908351925126, 0, 162230604986650, 0,
+ 291909396411423, 0, 162231653690543, 0,
+ 291910453965348, 0, 162232698550995, 0,
+ 291912096870744, 0, 162233475264947, 0,
+ 291913234148395, 0, 162233606516855, 0,
+ 291915448096576, 0, 162233921145559, 0,
+ 291916707748827, 0, 162234047154298, 0,
+ 291918737451070, 0, 162234370837425, 0,
+ 291919896016205, 0, 162234705504337, 0,
+ 291921098663980, 0, 162234872320397, 0,
+ 291922315691409, 0, 162235031023366, 0
+};
+
+struct test_entry
+{
+ gint n;
+ GstClockTime *v;
+ GstClockTime expect_internal;
+ GstClockTime expect_external;
+ guint64 expect_num;
+ guint64 expect_denom;
+} times[] = {
+ {
+ 32, times1, 257116899087539, 120632768833649, 4052622913376634109,
+ 4052799313904261962}, {
+ 64, times1, 257100756525466, 120616627179145, 2011895759027682422,
+ 2012014931360215503}, {
+ 32, times2, 291667914301004, 162096729345562, 2319535707505209857,
+ 2321009753483354451}, {
+ 32, times3, 291881924291688, 162222328334994, 1370930728180888261,
+ 4392719527011673456}
+};
+
+GST_START_TEST (test_regression)
+{
+ GstClockTime m_num, m_den, internal, external;
+ gdouble r_squared, rate, expect_rate;
+ gint i;
+
+ for (i = 0; i < G_N_ELEMENTS (times); i++) {
+ fail_unless (_priv_gst_do_linear_regression (times[i].v, times[i].n,
+ &m_num, &m_den, &external, &internal, &r_squared));
+
+ GST_LOG ("xbase %" G_GUINT64_FORMAT " ybase %" G_GUINT64_FORMAT " rate = %"
+ G_GUINT64_FORMAT " / %" G_GUINT64_FORMAT " = %.10f r_squared %f\n",
+ internal, external, m_num, m_den, (gdouble) (m_num) / (m_den),
+ r_squared);
+
+ /* Require high correlation */
+ fail_unless (r_squared >= 0.9);
+
+ fail_unless (internal == times[i].expect_internal,
+ "Regression params %d fail. internal %" G_GUINT64_FORMAT
+ " != expected %" G_GUINT64_FORMAT, i, internal,
+ times[i].expect_internal);
+ /* Rate must be within 1% tolerance */
+ expect_rate = ((gdouble) (times[i].expect_num) / times[i].expect_denom);
+ rate = ((gdouble) (m_num) / m_den);
+ fail_unless ((expect_rate - rate) >= -0.1 && (expect_rate - rate) <= 0.1,
+ "Regression params %d fail. Rate out of range. Expected %f, got %f",
+ i, expect_rate, rate);
+ fail_unless (external >= times[i].expect_external * 0.95 &&
+ external <= times[i].expect_internal * 1.05,
+ "Regression params %d fail. external %" G_GUINT64_FORMAT
+ " != expected %" G_GUINT64_FORMAT, i, external,
+ times[i].expect_external);
+ }
+}
+
+GST_END_TEST;
+
static Suite *
gst_clock_suite (void)
{
suite_add_tcase (s, tc_chain);
tcase_add_test (tc_chain, test_set_master_refcount);
+ tcase_add_test (tc_chain, test_regression);
return s;
}