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Bring back the levenstein diff and add missing function signatures
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@ -49,6 +49,8 @@ R_API int r_diff_buffers_delta(RDiff *diff, const ut8 *sa, int la, const ut8 *sb
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R_API int r_diff_buffers(RDiff *d, const ut8 *a, ut32 la, const ut8 *b, ut32 lb);
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R_API int r_diff_set_callback(RDiff *d, RDiffCallback callback, void *user);
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R_API bool r_diff_buffers_distance(RDiff *d, const ut8 *a, ut32 la, const ut8 *b, ut32 lb, ut32 *distance, double *similarity);
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R_API bool r_diff_buffers_distance_myers(RDiff *diff, const ut8 *a, ut32 la, const ut8 *b, ut32 lb, ut32 *distance, double *similarity);
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R_API bool r_diff_buffers_distance_levenstein(RDiff *d, const ut8 *a, ut32 la, const ut8 *b, ut32 lb, ut32 *distance, double *similarity);
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R_API int r_diff_buffers_unified(RDiff *d, const ut8 *a, int la, const ut8 *b, int lb);
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/* static method !??! */
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R_API int r_diff_lines(const char *file1, const char *sa, int la, const char *file2, const char *sb, int lb);
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206
libr/util/diff.c
206
libr/util/diff.c
@ -95,6 +95,212 @@ R_API int r_diff_buffers(RDiff *d, const ut8 *a, ut32 la, const ut8 *b, ut32 lb)
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return r_diff_buffers_static (d, a, la, b, lb);
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}
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R_API bool r_diff_buffers_distance_levenstein(RDiff *d, const ut8 *a, ut32 la, const ut8 *b, ut32 lb, ut32 *distance, double *similarity) {
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const bool verbose = d? d->verbose: false;
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/*
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More memory efficient version on Levenshtein Distance from:
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https://en.wikipedia.org/wiki/Levenshtein_distance
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http://www.codeproject.com/Articles/13525/Fast-memory-efficient-Levenshtein-algorithm
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ObM..
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8/July/2016 - More time efficient Levenshtein Distance. Now runs in about O(N*sum(MDistance)) instead of O(NM)
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In real world testing the speedups for similar files are immense. Processing of
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radiff2 -sV routerA/firmware_extract/bin/httpd routerB/firmware_extract/bin/httpd
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reduced from 28 hours to about 13 minutes.
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*/
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int i, j;
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const ut8 *aBufPtr;
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const ut8 *bBufPtr;
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ut32 aLen;
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ut32 bLen;
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// temp pointer will be used to switch v0 and v1 after processing the inner loop.
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int *temp;
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int *v0, *v1;
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// We need these variables outside the context of the loops as we need to
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// survive multiple loop iterations.
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// start and stop are used in our inner loop
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// colMin tells us the current 'best' edit distance.
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// extendStop & extendStart are used when we get 'double up' edge conditions
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// that require us to keep some more data.
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int start = 0;
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int stop = 0;
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int smallest;
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int colMin = 0;
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int extendStop = 0;
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int extendStart = 0;
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//we could move cost into the 'i' loop.
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int cost = 0;
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// loops can get very big, this can be removed, but it's currently in there for debugging
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// and optimisation testing.
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ut64 loops = 0;
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// We need the longest file to be 'A' because our optimisation tries to stop and start
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// around the diagonal.
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// AAAAAAA
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// B*
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// B *
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// B *____
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// if we have them the other way around and we terminate on the diagonal, we won't have
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// inspected all the bytes of file B..
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// AAAA
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// B*
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// B *
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// B *
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// B *
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// B ?
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if (la < lb) {
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aBufPtr = b;
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bBufPtr = a;
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aLen = lb;
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bLen = la;
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} else {
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aBufPtr = a;
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bBufPtr = b;
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aLen = la;
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bLen = lb;
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}
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stop = bLen;
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// Preliminary tests
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//Do we have both files a & b, and are they at least one byte?
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if (!aBufPtr || !bBufPtr || aLen < 1 || bLen < 1) {
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return false;
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}
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//IF the files are the same size and are identical, then we have matching files
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if (aLen == bLen && !memcmp (aBufPtr, bBufPtr, aLen)) {
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if (distance) {
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*distance = 0;
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}
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if (similarity) {
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*similarity = 1.0;
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}
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return true;
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}
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// Only calloc if we have to do some processing
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// calloc v0 & v1 and check they initialised
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v0 = (int*) calloc ((bLen + 3), sizeof (int));
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if (!v0) {
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eprintf ("Error: cannot allocate %i bytes.", bLen + 3);
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return false;
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}
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v1 = (int*) calloc ((bLen + 3), sizeof (int));
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if (!v1) {
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eprintf ("Error: cannot allocate %i bytes", 2 * (bLen + 3));
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free (v0);
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return false;
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}
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// initialise v0 and v1.
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// With optimisiation we only strictly we only need to initialise v0[0..2]=0..2 & v1[0] = 1;
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for (i = 0; i < bLen + 1 ; i++) {
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v0[i] = i;
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v1[i] = i + 1;
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}
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// Outer loop = the length of the longest input file.
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for (i = 0; i < aLen; i++) {
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// We're going to stop the inner loop at:
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// bLen (so we don't run off the end of our array)
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// or 'two below the diagonal' PLUS any extension we need for 'double up' edge values
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// (see extendStop for logic)
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stop = R_MIN ((i + extendStop + 2), bLen);
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// We need a value in the result column (v1[start]).
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// If you look at the loop below, we need it because we look at v1[j] as one of the
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// potential shortest edit distances.
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// In all cases where the edit distance can't 'reach',
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// the value of v1[start] simply increments.
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if (start > bLen) {
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break;
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}
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v1[start] = v0[start] + 1;
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// need to have a bigger number in colMin than we'll ever encounter in the inner loop
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colMin = aLen;
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// Inner loop does all the work:
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for (j = start; j <= stop; j++) {
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loops++;
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// The main levenshtein comparison:
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cost = (aBufPtr[i] == bBufPtr[j]) ? 0 : 1;
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smallest = R_MIN ((v1[j] + 1), (v0[j + 1] + 1));
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smallest = R_MIN (smallest, (v0[j] + cost));
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// populate the next two entries in v1.
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// only really required if this is the last loop.
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if (j + 2 > bLen + 3) {
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break;
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}
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v1[j + 1] = smallest;
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v1[j + 2] = smallest + 1;
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// If we have seen a smaller number, it's the new column Minimum
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colMin = R_MIN ((colMin), (smallest));
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}
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// We're going to start at i+1 next iteration
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// The column minimum is the current edit distance
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// This distance is the minimum 'search width' from the optimal 'i' diagonal
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// The extendStart picks up an edge case where we have a match on the first iteration
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// We update extendStart after we've set start for the next iteration.
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start = i + 1 - colMin - extendStart;
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// If the last processed entry is a match, AND
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// the current byte in 'a' and the previous processed entry in 'b' aren't a match
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// then we need to extend our search below the optimal 'i' diagonal. because we'll
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// have a vertical double up condition in our last two values of the results column.
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// j-2 is used because j++ increments prior to loop exit in the processing loop above.
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if (!cost && aBufPtr[i] != bBufPtr[j - 2]) {
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extendStop ++;
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}
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// If new start would be a match then we have a horizontal 'double up'
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// which means we need to keep an extra row of data
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// so don't increment the start counter this time, BUT keep
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// extendStart up our sleeves for next iteration.
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if (i + 1 < aLen && start < bLen && aBufPtr[i + 1] == bBufPtr[start]) {
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start --;
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extendStart ++;
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}
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//Switch v0 and v1 pointers via temp pointer
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temp = v0;
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v0 = v1;
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v1 = temp;
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//Print a processing update every 10K of outer loop
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if (verbose && i % 10000==0) {
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eprintf ("\rProcessing %d of %d\r", i, aLen);
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}
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}
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//Clean up output on loop exit (purely aesthetic)
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if (verbose) {
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eprintf ("\rProcessing %d of %d (loops=%"PFMT64d")\n", i, aLen,loops);
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}
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if (distance) {
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// the final distance is the last byte we processed in the inner loop.
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// v0 is used instead of v1 because we switched the pointers before exiting the outer loop
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*distance = v0[stop];
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}
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if (similarity) {
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double diff = (double) (v0[stop]) / (double) (R_MAX (aLen, bLen));
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*similarity = (double)1 - diff;
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}
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free (v0);
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free (v1);
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return true;
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}
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// Eugene W. Myers' O(ND) diff algorithm
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// Returns edit distance with costs: insertion=1, deletion=1, no substitution
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R_API bool r_diff_buffers_distance_myers(RDiff *diff, const ut8 *a, ut32 la, const ut8 *b, ut32 lb, ut32 *distance, double *similarity) {
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