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-rw-r--r--docs/gst/gstreamer-sections.txt1
-rw-r--r--gst/Makefile.am1
-rw-r--r--gst/gst_private.h6
-rw-r--r--gst/gstclock-linreg.c241
-rw-r--r--gst/gstclock.c14
-rw-r--r--gst/gstutils.c263
-rw-r--r--gst/gstutils.h6
-rw-r--r--tests/check/gst/gstclock.c199
-rw-r--r--tests/check/gst/gstutils.c207
-rw-r--r--win32/common/libgstreamer.def1
10 files changed, 488 insertions, 451 deletions
diff --git a/docs/gst/gstreamer-sections.txt b/docs/gst/gstreamer-sections.txt
index d85b065bd..30150feac 100644
--- a/docs/gst/gstreamer-sections.txt
+++ b/docs/gst/gstreamer-sections.txt
@@ -3547,6 +3547,7 @@ gst_util_guint64_to_gdouble
gst_util_gdouble_to_guint64
GST_TYPE_SEARCH_MODE
gst_search_mode_get_type
+gst_calculate_linear_regression
</SECTION>
<SECTION>
diff --git a/gst/Makefile.am b/gst/Makefile.am
index 91e0e70d5..b06ec4fbb 100644
--- a/gst/Makefile.am
+++ b/gst/Makefile.am
@@ -59,7 +59,6 @@ libgstreamer_@GST_API_VERSION@_la_SOURCES = \
gstcapsfeatures.c \
gstchildproxy.c \
gstclock.c \
- gstclock-linreg.c \
gstcontext.c \
gstcontrolbinding.c \
gstcontrolsource.c \
diff --git a/gst/gst_private.h b/gst/gst_private.h
index d84cb5a29..b08688041 100644
--- a/gst/gst_private.h
+++ b/gst/gst_private.h
@@ -209,12 +209,6 @@ gint __gst_date_time_compare (const GstDateTime * dt1, const GstDateTime * dt2);
G_GNUC_INTERNAL
gchar * __gst_date_time_serialize (GstDateTime * datetime, gboolean with_usecs);
-/* Non-static, for access from the testsuite, but not for external use */
-gboolean
-_priv_gst_do_linear_regression (GstClockTime *times, guint n,
- GstClockTime * m_num, GstClockTime * m_denom, GstClockTime * b,
- GstClockTime * xbase, gdouble * r_squared);
-
/* For use in gstdebugutils */
G_GNUC_INTERNAL
GstCapsFeatures * __gst_caps_get_features_unchecked (const GstCaps * caps, guint idx);
diff --git a/gst/gstclock-linreg.c b/gst/gstclock-linreg.c
deleted file mode 100644
index 874917fef..000000000
--- a/gst/gstclock-linreg.c
+++ /dev/null
@@ -1,241 +0,0 @@
-/* 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 (GST_CAT_CLOCK, "reduced numbers:");
- for (i = j = 0; i < n; i++, j += 4)
- GST_CAT_DEBUG (GST_CAT_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 (GST_CAT_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 (GST_CAT_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;
- *b = (ymin + ybar) - gst_util_uint64_scale (xbar, *m_num, *m_denom);
- /* Report base starting from the most recent observation */
- *xbase = xmax;
- *b += gst_util_uint64_scale (xmax - xmin, *m_num, *m_denom);
-
- *r_squared = ((double) sxy * (double) sxy) / ((double) sxx * (double) syy);
-
-#ifdef DEBUGGING_ENABLED
- GST_CAT_DEBUG (GST_CAT_CLOCK, " m = %g", ((double) *m_num) / *m_denom);
- GST_CAT_DEBUG (GST_CAT_CLOCK, " b = %" G_GUINT64_FORMAT, *b);
- GST_CAT_DEBUG (GST_CAT_CLOCK, " xbase = %" G_GUINT64_FORMAT, *xbase);
- GST_CAT_DEBUG (GST_CAT_CLOCK, " r2 = %g", *r_squared);
-#endif
-
- return TRUE;
-
-invalid:
- {
- GST_CAT_DEBUG (GST_CAT_CLOCK, "sxx == 0, regression failed");
- return FALSE;
- }
-}
diff --git a/gst/gstclock.c b/gst/gstclock.c
index 395fe7652..e17d23253 100644
--- a/gst/gstclock.c
+++ b/gst/gstclock.c
@@ -157,6 +157,7 @@ struct _GstClockPrivate
gint time_index;
GstClockTime timeout;
GstClockTime *times;
+ GstClockTime *times_temp;
GstClockID clockid;
gint pre_count;
@@ -738,6 +739,8 @@ gst_clock_init (GstClock * clock)
priv->time_index = 0;
priv->timeout = DEFAULT_TIMEOUT;
priv->times = g_new0 (GstClockTime, 4 * priv->window_size);
+ priv->times_temp =
+ priv->times + 2 * priv->window_size * sizeof (GstClockTime);
/* clear floating flag */
gst_object_ref_sink (clock);
@@ -770,6 +773,7 @@ gst_clock_finalize (GObject * object)
}
g_free (clock->priv->times);
clock->priv->times = NULL;
+ clock->priv->times_temp = NULL;
GST_CLOCK_SLAVE_UNLOCK (clock);
g_mutex_clear (&clock->priv->slave_lock);
@@ -1420,8 +1424,8 @@ gst_clock_add_observation_unapplied (GstClock * clock, GstClockTime slave,
"adding observation slave %" GST_TIME_FORMAT ", master %" GST_TIME_FORMAT,
GST_TIME_ARGS (slave), GST_TIME_ARGS (master));
- priv->times[(4 * priv->time_index)] = slave;
- priv->times[(4 * priv->time_index) + 2] = master;
+ priv->times[(2 * priv->time_index)] = slave;
+ priv->times[(2 * priv->time_index) + 1] = master;
priv->time_index++;
if (G_UNLIKELY (priv->time_index == priv->window_size)) {
@@ -1433,8 +1437,8 @@ gst_clock_add_observation_unapplied (GstClock * clock, GstClockTime slave,
goto filling;
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))
+ if (!gst_calculate_linear_regression (priv->times, priv->times_temp, n,
+ &m_num, &m_denom, &b, &xbase, r_squared))
goto invalid;
GST_CLOCK_SLAVE_UNLOCK (clock);
@@ -1523,6 +1527,8 @@ gst_clock_set_property (GObject * object, guint prop_id,
priv->window_size = g_value_get_int (value);
priv->window_threshold = MIN (priv->window_threshold, priv->window_size);
priv->times = g_renew (GstClockTime, priv->times, 4 * priv->window_size);
+ priv->times_temp =
+ priv->times + 2 * priv->window_size * sizeof (GstClockTime);
/* restart calibration */
priv->filling = TRUE;
priv->time_index = 0;
diff --git a/gst/gstutils.c b/gst/gstutils.c
index e1265a09f..bd06dcabf 100644
--- a/gst/gstutils.c
+++ b/gst/gstutils.c
@@ -2,6 +2,8 @@
* Copyright (C) 1999,2000 Erik Walthinsen <omega@cse.ogi.edu>
* 2000 Wim Taymans <wtay@chello.be>
* 2002 Thomas Vander Stichele <thomas@apestaart.org>
+ * 2004 Wim Taymans <wim@fluendo.com>
+ * 2015 Jan Schmidt <jan@centricular.com>
*
* gstutils.c: Utility functions
*
@@ -4045,3 +4047,264 @@ gst_util_group_id_next (void)
static gint counter = 0;
return g_atomic_int_add (&counter, 1);
}
+
+/* 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;
+}
+
+/**
+ * gst_calculate_linear_regression:
+ * @xy: Pairs of (x,y) values
+ * @temp: Temporary scratch space used by the function
+ * @n: number of (x,y) pairs
+ * @m_num: (out): numerator of calculated slope
+ * @m_denom: (out): denominator of calculated slope
+ * @b: (out): Offset at Y-axis
+ * @xbase: (out): Offset at X-axis
+ * @r_squared: (out): R-squared
+ *
+ * Calculates the linear regression of the values @xy and places the
+ * result in @m_num, @m_denom, @b and @xbase, representing the function
+ * y(x) = m_num/m_denom * (x - xbase) + b
+ * that has the least-square distance from all points @x and @y.
+ *
+ * @r_squared will contain the remaining error.
+ *
+ * If @temp is not %NULL, it will be used as temporary space for the function,
+ * in which case the function works without any allocation at all. If @temp is
+ * %NULL, an allocation will take place. @temp should have at least the same
+ * amount of memory allocated as @xy, i.e. 2*n*sizeof(GstClockTime).
+ *
+ * <note>This function assumes (x,y) values with reasonable large differences
+ * between them. It will not calculate the exact results if the differences
+ * between neighbouring values are too small due to not being able to
+ * represent sub-integer values during the calculations.</note>
+ *
+ * Returns: %TRUE if the linear regression was successfully calculated
+ *
+ * Since: 1.12
+ */
+/* http://mathworld.wolfram.com/LeastSquaresFitting.html
+ * with SLAVE_LOCK
+ */
+gboolean
+gst_calculate_linear_regression (const GstClockTime * xy,
+ GstClockTime * temp, guint n,
+ GstClockTime * m_num, GstClockTime * m_denom,
+ GstClockTime * b, GstClockTime * xbase, gdouble * r_squared)
+{
+ const GstClockTime *x, *y;
+ GstClockTime *newx, *newy;
+ GstClockTime xmin, ymin, xbar, ybar, xbar4, ybar4;
+ GstClockTime xmax, ymax;
+ GstClockTimeDiff sxx, sxy, syy;
+ gint i, j;
+ gint pshift = 0;
+ gint max_bits;
+
+ g_return_val_if_fail (xy != NULL, FALSE);
+ g_return_val_if_fail (m_num != NULL, FALSE);
+ g_return_val_if_fail (m_denom != NULL, FALSE);
+ g_return_val_if_fail (b != NULL, FALSE);
+ g_return_val_if_fail (xbase != NULL, FALSE);
+ g_return_val_if_fail (r_squared != NULL, FALSE);
+
+ x = xy;
+ y = xy + 1;
+
+ xbar = ybar = sxx = syy = sxy = 0;
+
+ xmin = ymin = G_MAXUINT64;
+ xmax = ymax = 0;
+ for (i = j = 0; i < n; i++, j += 2) {
+ xmin = MIN (xmin, x[j]);
+ ymin = MIN (ymin, y[j]);
+
+ xmax = MAX (xmax, x[j]);
+ ymax = MAX (ymax, y[j]);
+ }
+
+ if (temp == NULL) {
+ /* Allocate up to 1kb on the stack, otherwise heap */
+ newx = n > 64 ? g_new (GstClockTime, 2 * n) : g_newa (GstClockTime, 2 * n);
+ newy = newx + 1;
+ } else {
+ newx = temp;
+ newy = temp + 1;
+ }
+
+ /* strip off unnecessary bits of precision */
+ for (i = j = 0; i < n; i++, j += 2) {
+ newx[j] = x[j] - xmin;
+ newy[j] = y[j] - ymin;
+ }
+
+#ifdef DEBUGGING_ENABLED
+ GST_CAT_DEBUG (GST_CAT_CLOCK, "reduced numbers:");
+ for (i = j = 0; i < n; i++, j += 2)
+ GST_CAT_DEBUG (GST_CAT_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 += 2) {
+ /* 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 (GST_CAT_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 (GST_CAT_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 += 2) {
+ 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;
+ *b = (ymin + ybar) - gst_util_uint64_scale_round (xbar, *m_num, *m_denom);
+ /* Report base starting from the most recent observation */
+ *xbase = xmax;
+ *b += gst_util_uint64_scale_round (xmax - xmin, *m_num, *m_denom);
+
+ *r_squared = ((double) sxy * (double) sxy) / ((double) sxx * (double) syy);
+
+#ifdef DEBUGGING_ENABLED
+ GST_CAT_DEBUG (GST_CAT_CLOCK, " m = %g", ((double) *m_num) / *m_denom);
+ GST_CAT_DEBUG (GST_CAT_CLOCK, " b = %" G_GUINT64_FORMAT, *b);
+ GST_CAT_DEBUG (GST_CAT_CLOCK, " xbase = %" G_GUINT64_FORMAT, *xbase);
+ GST_CAT_DEBUG (GST_CAT_CLOCK, " r2 = %g", *r_squared);
+#endif
+
+ if (temp == NULL && n > 64)
+ g_free (newx);
+
+ return TRUE;
+
+invalid:
+ {
+ GST_CAT_DEBUG (GST_CAT_CLOCK, "sxx == 0, regression failed");
+ if (temp == NULL && n > 64)
+ g_free (newx);
+ return FALSE;
+ }
+}
diff --git a/gst/gstutils.h b/gst/gstutils.h
index 523ee2012..e3ab89005 100644
--- a/gst/gstutils.h
+++ b/gst/gstutils.h
@@ -1055,6 +1055,12 @@ gboolean gst_util_fraction_add (gint a_n, gint a_d, gint b_n, g
gint *res_n, gint *res_d);
gint gst_util_fraction_compare (gint a_n, gint a_d, gint b_n, gint b_d);
+gboolean gst_calculate_linear_regression (const GstClockTime * xy,
+ GstClockTime * temp, guint n,
+ GstClockTime * m_num, GstClockTime * m_denom,
+ GstClockTime * b, GstClockTime * xbase,
+ gdouble * r_squared);
+
G_END_DECLS
diff --git a/tests/check/gst/gstclock.c b/tests/check/gst/gstclock.c
index e72bbc975..a6ec723ca 100644
--- a/tests/check/gst/gstclock.c
+++ b/tests/check/gst/gstclock.c
@@ -17,8 +17,6 @@
* Boston, MA 02110-1301, USA.
*/
-/* Include the non-public linear regression function */
-#include "../../gst/gstclock-linreg.c"
#include <gst/check/gstcheck.h>
typedef struct
@@ -111,202 +109,6 @@ GST_START_TEST (test_set_master_refcount)
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, 257154512360784, 120670380469753, 4052622913376634109,
- 4052799313904261962}, {
- 64, times1, 257359198881356, 120875054227405, 2011895759027682422,
- 2012014931360215503}, {
- 32, times2, 291705506022294, 162134297192792, 2319535707505209857,
- 2321009753483354451}, {
- 32, times3, 291922315691409, 162234934150296, 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 * 0.99 &&
- external <= times[i].expect_external * 1.01,
- "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)
{
@@ -315,7 +117,6 @@ 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;
}
diff --git a/tests/check/gst/gstutils.c b/tests/check/gst/gstutils.c
index 3a5de6424..18ba199b9 100644
--- a/tests/check/gst/gstutils.c
+++ b/tests/check/gst/gstutils.c
@@ -1747,6 +1747,212 @@ GST_START_TEST (test_element_link_with_ghost_pads)
GST_END_TEST;
+static const GstClockTime times1[] = {
+ 257116899087539, 120632754291904,
+ 257117935914250, 120633825367344,
+ 257119448289434, 120635306141271,
+ 257120493671524, 120636384357825,
+ 257121550784861, 120637417438878,
+ 257123042669403, 120638895344150,
+ 257124089184865, 120639971729651,
+ 257125545836474, 120641406788243,
+ 257127030618490, 120642885914220,
+ 257128033712770, 120643888843907,
+ 257129081768074, 120644981892002,
+ 257130145383845, 120646016376867,
+ 257131532530200, 120647389850987,
+ 257132578136034, 120648472767247,
+ 257134102475722, 120649953785315,
+ 257135142994788, 120651028858556,
+ 257136585079868, 120652441303624,
+ 257137618260656, 120653491627112,
+ 257139108694546, 120654963978184,
+ 257140644022048, 120656500233068,
+ 257141685671825, 120657578510655,
+ 257142741238288, 120658610889805,
+ 257144243633074, 120660093098060,
+ 257145287962271, 120661172901525,
+ 257146740596716, 120662591572179,
+ 257147757607150, 120663622822179,
+ 257149263992401, 120665135578527,
+ 257150303719290, 120666176166905,
+ 257151355569906, 120667217304601,
+ 257152430578406, 120668326099768,
+ 257153490501095, 120669360554111,
+ 257154512360784, 120670365497960,
+ 257155530610577, 120671399006259,
+ 257156562091659, 120672432728185,
+ 257157945388742, 120673800312414,
+ 257159287547073, 120675142444983,
+ 257160324912880, 120676215076817,
+ 257345408328042, 120861261738196,
+ 257346412270919, 120862265613926,
+ 257347420532284, 120863278644933,
+ 257348431187638, 120864284412754,
+ 257349439018028, 120865293110265,
+ 257351796217938, 120867651111973,
+ 257352803038092, 120868659107578,
+ 257354152688899, 120870008594883,
+ 257355157088906, 120871011097327,
+ 257356162439182, 120872016346348,
+ 257357167872040, 120873021656407,
+ 257358182440058, 120874048633945,
+ 257359198881356, 120875052265538,
+ 257100756525466, 120616619282139,
+ 257101789337770, 120617655475988,
+ 257102816323472, 120618674000157,
+ 257103822485250, 120619679005039,
+ 257104840760423, 120620710743321,
+ 257105859459496, 120621715351476,
+ 257106886662470, 120622764942539,
+ 257108387497864, 120624244221106,
+ 257109428859191, 120625321461096,
+ 257110485892785, 120626356892003,
+ 257111869872141, 120627726459874,
+ 257112915903774, 120628813190830,
+ 257114329982208, 120630187061682,
+ 257115376666026, 120631271992101
+};
+
+
+static const GstClockTime times2[] = {
+ 291678579009762, 162107345029507,
+ 291679770464405, 162108597684538,
+ 291680972924370, 162109745816863,
+ 291682278949629, 162111000577605,
+ 291683590706117, 162112357724822,
+ 291684792322541, 162113613156950,
+ 291685931362506, 162114760556854,
+ 291687132156589, 162115909238493,
+ 291688265012060, 162117120603240,
+ 291689372183047, 162118126279508,
+ 291705506022294, 162134329373992,
+ 291667914301004, 162096795553658,
+ 291668119537668, 162096949051905,
+ 291668274671455, 162097049238371,
+ 291668429435600, 162097256356719,
+ 291668586128535, 162097355689763,
+ 291668741306233, 162097565678460,
+ 291668893789203, 162097661044916,
+ 291669100256555, 162097865694145,
+ 291669216417563, 162098069214693,
+ 291669836394620, 162098677275530,
+ 291669990447821, 162098792601263,
+ 291670149426086, 162098916899184,
+ 291670300232152, 162099114225621,
+ 291670411261917, 162099236784112,
+ 291670598483507, 162099402158751,
+ 291671716582687, 162100558744122,
+ 291672600759788, 162101499326359,
+ 291673919988307, 162102751981384,
+ 291675174441643, 162104005551939,
+ 291676271562197, 162105105252898,
+ 291677376345374, 162106195737516
+};
+
+static const GstClockTime times3[] = {
+ 291881924291688, 162223997578228,
+ 291883318122262, 162224167198360,
+ 291884786394838, 162224335172501,
+ 291886004374386, 162224503695531,
+ 291887224353285, 162224673560021,
+ 291888472403367, 162224843760361,
+ 291889727977561, 162225014479362,
+ 291890989982306, 162225174554558,
+ 291892247875763, 162225339753039,
+ 291893502163547, 162225673230987,
+ 291894711382216, 162225829494101,
+ 291895961021506, 162225964530832,
+ 291897251690854, 162226127287981,
+ 291898508630785, 162226303710406,
+ 291899740172868, 162226472478047,
+ 291900998878873, 162226637402085,
+ 291902334919875, 162226797873245,
+ 291903572196610, 162226964352963,
+ 291904727342699, 162227125312525,
+ 291906071189108, 162228361337153,
+ 291907308146005, 162229560625638,
+ 291908351925126, 162230604986650,
+ 291909396411423, 162231653690543,
+ 291910453965348, 162232698550995,
+ 291912096870744, 162233475264947,
+ 291913234148395, 162233606516855,
+ 291915448096576, 162233921145559,
+ 291916707748827, 162234047154298,
+ 291918737451070, 162234370837425,
+ 291919896016205, 162234705504337,
+ 291921098663980, 162234872320397,
+ 291922315691409, 162235031023366
+};
+
+static const GstClockTime times4[] = {
+ 10, 0,
+ 20, 20,
+ 30, 40,
+ 40, 60,
+ 50, 80,
+ 60, 100
+};
+
+struct test_entry
+{
+ gint n;
+ const GstClockTime *v;
+ GstClockTime expect_internal;
+ GstClockTime expect_external;
+ guint64 expect_num;
+ guint64 expect_denom;
+} times[] = {
+ {
+ 32, times1, 257154512360784, 120670380469753, 4052622913376634109,
+ 4052799313904261962}, {
+ 64, times1, 257359198881356, 120875054227405, 2011895759027682422,
+ 2012014931360215503}, {
+ 32, times2, 291705506022294, 162134297192792, 2319535707505209857,
+ 2321009753483354451}, {
+ 32, times3, 291922315691409, 162234934150296, 1370930728180888261,
+ 4392719527011673456}, {
+ 6, times4, 60, 100, 2, 1}
+};
+
+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 (gst_calculate_linear_regression (times[i].v, NULL, 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 * 0.99 &&
+ external <= times[i].expect_external * 1.01,
+ "Regression params %d fail. external %" G_GUINT64_FORMAT
+ " != expected %" G_GUINT64_FORMAT, i, external,
+ times[i].expect_external);
+ }
+}
+
+GST_END_TEST;
+
static Suite *
gst_utils_suite (void)
{
@@ -1786,6 +1992,7 @@ gst_utils_suite (void)
tcase_add_test (tc_chain, test_read_macros);
tcase_add_test (tc_chain, test_write_macros);
+ tcase_add_test (tc_chain, test_regression);
return s;
}
diff --git a/win32/common/libgstreamer.def b/win32/common/libgstreamer.def
index 9b29c7997..f63ffee4b 100644
--- a/win32/common/libgstreamer.def
+++ b/win32/common/libgstreamer.def
@@ -224,6 +224,7 @@ EXPORTS
gst_bus_sync_signal_handler
gst_bus_timed_pop
gst_bus_timed_pop_filtered
+ gst_calculate_linear_regression
gst_caps_append
gst_caps_append_structure
gst_caps_append_structure_full