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diff --git a/libavcodec/tests/mjpegenc_huffman.c b/libavcodec/tests/mjpegenc_huffman.c
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+/*
+ * Copyright (c) 2016 William Ma, Sofia Kim, Dustin Woo
+ *
+ * This file is part of FFmpeg.
+ *
+ * FFmpeg is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * FFmpeg 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
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with FFmpeg; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ */
+
+/**
+ * @file
+ * Optimal Huffman Encoding tests.
+ */
+
+#include "libavcodec/avcodec.h"
+#include <stdlib.h>
+#include "libavcodec/mjpegenc.h"
+#include "libavcodec/mjpegenc_huffman.h"
+#include "libavcodec/mjpegenc_common.h"
+#include "libavcodec/mpegvideo.h"
+
+// Validate the computed lengths satisfy the JPEG restrictions and is optimal.
+static int check_lengths(int L, int expected_length,
+ const int *probs, int nprobs)
+{
+ HuffTable lengths[256];
+ PTable val_counts[256];
+ int actual_length = 0, i, j, k, prob, length;
+ int ret = 0;
+ double cantor_measure = 0;
+ av_assert0(nprobs <= 256);
+
+ for (i = 0; i < nprobs; i++) {
+ val_counts[i] = (PTable){.value = i, .prob = probs[i]};
+ }
+
+ ff_mjpegenc_huffman_compute_bits(val_counts, lengths, nprobs, L);
+
+ for (i = 0; i < nprobs; i++) {
+ // Find the value's prob and length
+ for (j = 0; j < nprobs; j++)
+ if (val_counts[j].value == i) break;
+ for (k = 0; k < nprobs; k++)
+ if (lengths[k].code == i) break;
+ if (!(j < nprobs && k < nprobs)) return 1;
+ prob = val_counts[j].prob;
+ length = lengths[k].length;
+
+ if (prob) {
+ actual_length += prob * length;
+ cantor_measure += 1. / (1 << length);
+ }
+
+ if (length > L || length < 1) return 1;
+ }
+ // Check that the codes can be prefix-free.
+ if (cantor_measure > 1) ret = 1;
+ // Check that the total length is optimal
+ if (actual_length != expected_length) ret = 1;
+
+ if (ret == 1) {
+ fprintf(stderr,
+ "Cantor measure: %f\n"
+ "Actual length: %d\n"
+ "Expected length: %d\n",
+ cantor_measure, actual_length, expected_length);
+ }
+
+ return ret;
+}
+
+static const int probs_zeroes[] = {
+ 6, 6, 0, 0, 0
+};
+
+static const int probs_skewed[] = {
+ 2, 0, 0, 0, 0, 1, 0, 0, 20, 0, 2, 0, 10, 5, 1, 1, 9, 1, 1, 6, 0, 5, 0, 1, 0, 7, 6,
+ 1, 1, 5, 0, 0, 0, 0, 11, 0, 0, 0, 51, 1, 0, 20, 0, 1, 0, 0, 0, 0, 6, 106, 1, 0, 1,
+ 0, 2, 1, 16, 0, 0, 5, 0, 0, 0, 4, 3, 15, 4, 4, 0, 0, 0, 3, 0, 0, 1, 0, 3, 0, 3, 2,
+ 2, 0, 0, 4, 3, 40, 1, 2, 0, 22, 0, 0, 0, 9, 0, 0, 0, 0, 1, 1, 0, 1, 6, 11, 4, 10,
+ 28, 6, 1, 0, 0, 9, 9, 4, 0, 0, 0, 0, 8, 33844, 2, 0, 2, 1, 1, 5, 0, 0, 1, 9, 1, 0,
+ 4, 14, 4, 0, 0, 3, 8, 0, 51, 9, 6, 1, 1, 2, 2, 3, 1, 5, 5, 29, 0, 0, 0, 0, 14, 29,
+ 6, 4, 13, 12, 2, 3, 1, 0, 5, 4, 1, 1, 0, 0, 29, 1, 0, 0, 0, 0, 4, 0, 0, 1, 0, 1,
+ 7, 0, 42, 0, 0, 0, 0, 0, 2, 0, 3, 9, 0, 0, 0, 2, 1, 0, 0, 6, 5, 6, 1, 2, 3, 0, 0,
+ 0, 3, 0, 0, 28, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 23, 0, 0, 0, 0,
+ 0, 21, 1, 0, 3, 24, 2, 0, 0, 7, 0, 0, 1, 5, 1, 2, 0, 5
+};
+
+static const int probs_sat[] = {
+ 74, 8, 14, 7, 9345, 40, 0, 2014, 2, 1, 115, 0, 2, 1, 194, 388, 20, 0, 0, 2, 1, 121,
+ 1, 1583, 0, 16, 21, 2, 132, 2, 15, 9, 13, 1, 0, 2293, 2, 8, 5, 2, 30, 0, 0, 4, 54,
+ 783, 4, 1, 2, 4, 0, 22, 93, 1, 143, 19, 0, 36, 32, 4, 6, 33, 3, 45, 0, 8, 1, 0, 18,
+ 17, 1, 0, 1, 0, 0, 1, 1004, 38, 3, 8, 90, 23, 0, 2819, 3, 0, 970, 158, 9, 6, 4, 48,
+ 4, 0, 1, 0, 0, 60, 3, 62, 0, 2, 2, 2, 279, 66, 16, 1, 20, 0, 7, 9, 32, 1411, 6, 3,
+ 27, 1, 5, 49, 0, 0, 0, 0, 0, 2, 10, 1, 1, 2, 3, 801, 3, 25, 5, 1, 1, 0, 632, 0, 14,
+ 18, 5, 8, 200, 4, 4, 22, 12, 0, 4, 1, 0, 2, 4, 9, 3, 16, 7, 2, 2, 213, 0, 2, 620,
+ 39303, 0, 1, 0, 2, 1, 183781, 1, 0, 0, 0, 94, 7, 3, 4, 0, 4, 306, 43, 352, 76, 34,
+ 13, 11, 0, 51, 1, 13, 19, 0, 26, 0, 7276, 4, 207, 31, 1, 2, 4, 6, 19, 8, 17, 4, 6,
+ 0, 1085, 0, 0, 0, 3, 489, 36, 1, 0, 1, 9420, 294, 28, 0, 57, 5, 0, 9, 2, 0, 1, 2,
+ 2, 0, 0, 9, 2, 29, 2, 2, 7, 0, 5, 490, 0, 7, 5, 0, 1, 8, 0, 0, 23255, 0, 1
+};
+
+// Test the example given on @see
+// http://guru.multimedia.cx/small-tasks-for-ffmpeg/
+int main(int argc, char **argv)
+{
+ int i, ret = 0;
+ // Probabilities of symbols 0..4
+ PTable val_counts[] = {
+ {.value = 0, .prob = 1},
+ {.value = 1, .prob = 2},
+ {.value = 2, .prob = 5},
+ {.value = 3, .prob = 10},
+ {.value = 4, .prob = 21},
+ };
+ // Expected code lengths for each symbol
+ static const HuffTable expected[] = {
+ {.code = 0, .length = 3},
+ {.code = 1, .length = 3},
+ {.code = 2, .length = 3},
+ {.code = 3, .length = 3},
+ {.code = 4, .length = 1},
+ };
+ // Actual code lengths
+ HuffTable distincts[5];
+
+ // Build optimal huffman tree using an internal function, to allow for
+ // smaller-than-normal test cases. This mutates val_counts by sorting.
+ ff_mjpegenc_huffman_compute_bits(val_counts, distincts,
+ FF_ARRAY_ELEMS(distincts), 3);
+
+ for (i = 0; i < FF_ARRAY_ELEMS(distincts); i++) {
+ if (distincts[i].code != expected[i].code ||
+ distincts[i].length != expected[i].length) {
+ fprintf(stderr,
+ "Built huffman does not equal expectations. "
+ "Expected: code %d probability %d, "
+ "Actual: code %d probability %d\n",
+ expected[i].code, expected[i].length,
+ distincts[i].code, distincts[i].length);
+ ret = 1;
+ }
+ }
+
+ // Check handling of zero probabilities
+ if (check_lengths(16, 18, probs_zeroes, FF_ARRAY_ELEMS(probs_zeroes)))
+ ret = 1;
+ // Check skewed distribution over 256 without saturated lengths
+ if (check_lengths(16, 41282, probs_skewed, FF_ARRAY_ELEMS(probs_skewed)))
+ ret = 1;
+ // Check skewed distribution over 256 with saturated lengths
+ if (check_lengths(16, 669904, probs_sat, FF_ARRAY_ELEMS(probs_sat)))
+ ret = 1;
+
+ return ret;
+}