Release minimap2-2.12 (r827)

MANIFEST.in

@@ -4,6 +4,7 @@ include ksw2_dispatch.c
 include getopt.c
 include main.c
 include README.md
+include sse2neon/emmintrin.h
 include python/mappy.c
 include python/cmappy.h
 include python/cmappy.pxd

Makefile

@@ -1,7 +1,7 @@
 CFLAGS=		-g -Wall -O2 -Wc++-compat #-Wextra
 CPPFLAGS=	-DHAVE_KALLOC
 INCLUDES=
-OBJS=		kthread.o kalloc.o misc.o bseq.o sketch.o sdust.o options.o index.o chain.o align.o hit.o map.o format.o pe.o esterr.o ksw2_ll_sse.o
+OBJS=		kthread.o kalloc.o misc.o bseq.o sketch.o sdust.o options.o index.o chain.o align.o hit.o map.o format.o pe.o esterr.o splitidx.o ksw2_ll_sse.o
 PROG=		minimap2
 PROG_EXTRA=	sdust minimap2-lite
 LIBS=		-lm -lz -lpthread

NEWS.md

@@ -1,3 +1,27 @@
+Release 2.12-r827 (6 August 2018)
+---------------------------------
+
+Changes to minimap2:
+
+ * Added option --split-prefix to write proper alignments (correct mapping
+   quality and clustered query sequences) given a multi-part index (#141 and
+   #189; mostly by @hasindu2008).
+
+ * Fixed a memory leak when option -y is in use.
+
+Changes to mappy:
+
+ * Support the MD/cs tag (#183 and #203).
+
+ * Allow mappy to index a single sequence, to add extra flags and to change the
+   scoring system.
+
+Minimap2 should produce alignments identical to v2.11.
+
+(2.12: 6 August 2018, r827)
+
+
+
 Release 2.11-r797 (20 June 2018)
 --------------------------------
 

README.md

@@ -15,8 +15,9 @@ cd minimap2 && make
 ./minimap2 -ax map-pb ref.fa pacbio.fq.gz > aln.sam       # PacBio genomic reads
 ./minimap2 -ax map-ont ref.fa ont.fq.gz > aln.sam         # Oxford Nanopore genomic reads
 ./minimap2 -ax sr ref.fa read1.fa read2.fa > aln.sam      # short genomic paired-end reads
-./minimap2 -ax splice ref.fa rna-reads.fa > aln.sam       # spliced long reads
-./minimap2 -ax splice -k14 -uf ref.fa reads.fa > aln.sam  # Nanopore Direct RNA-seq
+./minimap2 -ax splice ref.fa rna-reads.fa > aln.sam       # spliced long reads (strand unknown)
+./minimap2 -ax splice -uf -k14 ref.fa reads.fa > aln.sam  # noisy Nanopore Direct RNA-seq
+./minimap2 -ax splice -uf -C5 ref.fa query.fa > aln.sam   # Final PacBio Iso-seq or traditional cDNA
 ./minimap2 -cx asm5 asm1.fa asm2.fa > aln.paf             # intra-species asm-to-asm alignment
 ./minimap2 -x ava-pb reads.fa reads.fa > overlaps.paf     # PacBio read overlap
 ./minimap2 -x ava-ont reads.fa reads.fa > overlaps.paf    # Nanopore read overlap
@@ -69,8 +70,8 @@ Detailed evaluations are available from the [minimap2 paper][doi] or the
 Minimap2 is optimized for x86-64 CPUs. You can acquire precompiled binaries from
 the [release page][release] with:
 ```sh
-curl -L https://github.com/lh3/minimap2/releases/download/v2.11/minimap2-2.11_x64-linux.tar.bz2 | tar -jxvf -
-./minimap2-2.11_x64-linux/minimap2
+curl -L https://github.com/lh3/minimap2/releases/download/v2.12/minimap2-2.12_x64-linux.tar.bz2 | tar -jxvf -
+./minimap2-2.12_x64-linux/minimap2
 ```
 If you want to compile from the source, you need to have a C compiler, GNU make
 and zlib development files installed. Then type `make` in the source code

align.c

@@ -199,12 +199,12 @@ static void mm_append_cigar(mm_reg1_t *r, uint32_t n_cigar, uint32_t *cigar) //
 	mm_extra_t *p;
 	if (n_cigar == 0) return;
 	if (r->p == 0) {
-		uint32_t capacity = n_cigar + sizeof(mm_extra_t); // TODO: should this be "n_cigar + sizeof(mm_extra_t)/4" instead?
+		uint32_t capacity = n_cigar + sizeof(mm_extra_t)/4;
 		kroundup32(capacity);
 		r->p = (mm_extra_t*)calloc(capacity, 4);
 		r->p->capacity = capacity;
-	} else if (r->p->n_cigar + n_cigar + sizeof(mm_extra_t) > r->p->capacity) {
-		r->p->capacity = r->p->n_cigar + n_cigar + sizeof(mm_extra_t);
+	} else if (r->p->n_cigar + n_cigar + sizeof(mm_extra_t)/4 > r->p->capacity) {
+		r->p->capacity = r->p->n_cigar + n_cigar + sizeof(mm_extra_t)/4;
 		kroundup32(r->p->capacity);
 		r->p = (mm_extra_t*)realloc(r->p, r->p->capacity * 4);
 	}
@@ -563,11 +563,12 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 		re = (int32_t)a[as1+cnt1-1].x + 1;
 		qe = (int32_t)a[as1+cnt1-1].y + 1;
 	} else {
-		if (is_splice) {
-			mm_fix_bad_ends_splice(km, opt, mi, r, mat, qlen, qseq0, a, &as1, &cnt1);
-		} else {
-			mm_fix_bad_ends(r, a, opt->bw, opt->min_chain_score * 2, &as1, &cnt1);
-		}
+		if (!(opt->flag & MM_F_NO_END_FLT)) {
+			if (is_splice)
+				mm_fix_bad_ends_splice(km, opt, mi, r, mat, qlen, qseq0, a, &as1, &cnt1);
+			else
+				mm_fix_bad_ends(r, a, opt->bw, opt->min_chain_score * 2, &as1, &cnt1);
+		} else as1 = r->as, cnt1 = r->cnt;
 		mm_filter_bad_seeds(km, as1, cnt1, a, 10, 40, opt->max_gap>>1, 10);
 		mm_filter_bad_seeds_alt(km, as1, cnt1, a, 30, opt->max_gap>>1);
 		mm_adjust_minier(mi, qseq0, &a[as1], &rs, &qs);
@@ -878,6 +879,6 @@ mm_reg1_t *mm_align_skeleton(void *km, const mm_mapopt_t *opt, const mm_idx_t *m
 	kfree(km, qseq0[0]);
 	kfree(km, ez.cigar);
 	mm_filter_regs(opt, qlen, n_regs_, regs);
-	mm_hit_sort_by_dp(km, n_regs_, regs);
+	mm_hit_sort(km, n_regs_, regs);
 	return regs;
 }

cookbook.md

@@ -24,18 +24,18 @@
 
 This cookbook walks you through a variety of applications of minimap2 and its
 companion script `paftools.js`. All data here are freely available from the
-minimap2 release page at version tag [v2.11][v2.11]. Some examples only work
-with v2.11 or later.
+minimap2 release page at version tag [v2.12][v2.12]. Some examples only work
+with v2.10 or later.
 
 To acquire the data used in this cookbook and to install minimap2 and paftools,
 please follow the command lines below:
 ```sh
 # install minimap2 executables
-curl -L https://github.com/lh3/minimap2/releases/download/v2.11/minimap2-2.11_x64-linux.tar.bz2 | tar jxf -
-cp minimap2-2.11_x64-linux/{minimap2,k8,paftools.js} .  # copy executables
+curl -L https://github.com/lh3/minimap2/releases/download/v2.12/minimap2-2.12_x64-linux.tar.bz2 | tar jxf -
+cp minimap2-2.12_x64-linux/{minimap2,k8,paftools.js} .  # copy executables
 export PATH="$PATH:"`pwd`                               # put the current directory on PATH
 # download example datasets
-curl -L https://github.com/lh3/minimap2/releases/download/v2.11/cookbook-data.tgz | tar zxf -
+curl -L https://github.com/lh3/minimap2/releases/download/v2.10/cookbook-data.tgz | tar zxf -
 ```
 
 ## <a name="map-reads"></a>Mapping Genomic Reads
@@ -240,4 +240,4 @@ with `-x ava-pb` (99% vs 93% with `-x ava-ont`).
 [pbsim]: https://github.com/pfaucon/PBSIM-PacBio-Simulator
 [mason2]: https://github.com/seqan/seqan/tree/master/apps/mason2
 [paf]: https://github.com/lh3/miniasm/blob/master/PAF.md
-[v2.11]: https://github.com/lh3/minimap2/releases/tag/v2.11
+[v2.12]: https://github.com/lh3/minimap2/releases/tag/v2.12

format.c

@@ -133,10 +133,10 @@ void mm_write_sam_hdr(const mm_idx_t *idx, const char *rg, const char *ver, int
 	free(str.s);
 }
 
-static void write_cs_core(kstring_t *s, const uint8_t *tseq, const uint8_t *qseq, const mm_reg1_t *r, char *tmp, int no_iden)
+static void write_cs_core(kstring_t *s, const uint8_t *tseq, const uint8_t *qseq, const mm_reg1_t *r, char *tmp, int no_iden, int write_tag)
 {
 	int i, q_off, t_off;
-	mm_sprintf_lite(s, "\tcs:Z:");
+	if (write_tag) mm_sprintf_lite(s, "\tcs:Z:");
 	for (i = q_off = t_off = 0; i < (int)r->p->n_cigar; ++i) {
 		int j, op = r->p->cigar[i]&0xf, len = r->p->cigar[i]>>4;
 		assert(op >= 0 && op <= 3);
@@ -181,10 +181,10 @@ static void write_cs_core(kstring_t *s, const uint8_t *tseq, const uint8_t *qseq
 	assert(t_off == r->re - r->rs && q_off == r->qe - r->qs);
 }
 
-static void write_MD_core(kstring_t *s, const uint8_t *tseq, const uint8_t *qseq, const mm_reg1_t *r, char *tmp)
+static void write_MD_core(kstring_t *s, const uint8_t *tseq, const uint8_t *qseq, const mm_reg1_t *r, char *tmp, int write_tag)
 {
 	int i, q_off, t_off, l_MD = 0;
-	mm_sprintf_lite(s, "\tMD:Z:");
+	if (write_tag) mm_sprintf_lite(s, "\tMD:Z:");
 	for (i = q_off = t_off = 0; i < (int)r->p->n_cigar; ++i) {
 		int j, op = r->p->cigar[i]&0xf, len = r->p->cigar[i]>>4;
 		assert(op >= 0 && op <= 2); // introns (aka reference skips) are not supported
@@ -210,7 +210,7 @@ static void write_MD_core(kstring_t *s, const uint8_t *tseq, const uint8_t *qseq
 	assert(t_off == r->re - r->rs && q_off == r->qe - r->qs);
 }
 
-static void write_cs_or_MD(void *km, kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, int no_iden, int is_MD)
+static void write_cs_or_MD(void *km, kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, int no_iden, int is_MD, int write_tag)
 {
 	extern unsigned char seq_nt4_table[256];
 	int i;
@@ -230,11 +230,34 @@ static void write_cs_or_MD(void *km, kstring_t *s, const mm_idx_t *mi, const mm_
 			qseq[r->qe - i - 1] = c >= 4? 4 : 3 - c;
 		}
 	}
-	if (is_MD) write_MD_core(s, tseq, qseq, r, tmp);
-	else write_cs_core(s, tseq, qseq, r, tmp, no_iden);
+	if (is_MD) write_MD_core(s, tseq, qseq, r, tmp, write_tag);
+	else write_cs_core(s, tseq, qseq, r, tmp, no_iden, write_tag);
 	kfree(km, qseq); kfree(km, tseq); kfree(km, tmp);
 }
 
+int mm_gen_cs_or_MD(void *km, char **buf, int *max_len, const mm_idx_t *mi, const mm_reg1_t *r, const char *seq, int is_MD, int no_iden)
+{
+	mm_bseq1_t t;
+	kstring_t str;
+	str.s = *buf, str.l = 0, str.m = *max_len;
+	t.l_seq = strlen(seq);
+	t.seq = (char*)seq;
+	write_cs_or_MD(km, &str, mi, &t, r, no_iden, is_MD, 0);
+	*max_len = str.m;
+	*buf = str.s;
+	return str.l;
+}
+
+int mm_gen_cs(void *km, char **buf, int *max_len, const mm_idx_t *mi, const mm_reg1_t *r, const char *seq, int no_iden)
+{
+	return mm_gen_cs_or_MD(km, buf, max_len, mi, r, seq, 0, no_iden);
+}
+
+int mm_gen_MD(void *km, char **buf, int *max_len, const mm_idx_t *mi, const mm_reg1_t *r, const char *seq)
+{
+	return mm_gen_cs_or_MD(km, buf, max_len, mi, r, seq, 1, 0);
+}
+
 static inline void write_tags(kstring_t *s, const mm_reg1_t *r)
 {
 	int type;
@@ -259,6 +282,10 @@ static inline void write_tags(kstring_t *s, const mm_reg1_t *r)
 void mm_write_paf(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, void *km, int opt_flag)
 {
 	s->l = 0;
+	if (r == 0) {
+		mm_sprintf_lite(s, "%s\t%d", t->name, t->l_seq);
+		return;
+	}
 	mm_sprintf_lite(s, "%s\t%d\t%d\t%d\t%c\t", t->name, t->l_seq, r->qs, r->qe, "+-"[r->rev]);
 	if (mi->seq[r->rid].name) mm_sprintf_lite(s, "%s", mi->seq[r->rid].name);
 	else mm_sprintf_lite(s, "%d", r->rid);
@@ -273,7 +300,7 @@ void mm_write_paf(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const m
 			mm_sprintf_lite(s, "%d%c", r->p->cigar[k]>>4, "MIDNSHP=XB"[r->p->cigar[k]&0xf]);
 	}
 	if (r->p && (opt_flag & (MM_F_OUT_CS|MM_F_OUT_MD)))
-		write_cs_or_MD(km, s, mi, t, r, !(opt_flag&MM_F_OUT_CS_LONG), opt_flag&MM_F_OUT_MD);
+		write_cs_or_MD(km, s, mi, t, r, !(opt_flag&MM_F_OUT_CS_LONG), opt_flag&MM_F_OUT_MD, 1);
 	if ((opt_flag & MM_F_COPY_COMMENT) && t->comment)
 		mm_sprintf_lite(s, "\t%s", t->comment);
 }
@@ -472,7 +499,7 @@ void mm_write_sam2(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int se
 			}
 		}
 		if (r->p && (opt_flag & (MM_F_OUT_CS|MM_F_OUT_MD)))
-			write_cs_or_MD(km, s, mi, t, r, !(opt_flag&MM_F_OUT_CS_LONG), opt_flag&MM_F_OUT_MD);
+			write_cs_or_MD(km, s, mi, t, r, !(opt_flag&MM_F_OUT_CS_LONG), opt_flag&MM_F_OUT_MD, 1);
 		if (cigar_in_tag)
 			write_sam_cigar(s, flag, 1, t->l_seq, r, opt_flag);
 	}

hit.c

@@ -164,9 +164,9 @@ set_parent_test:
 	kfree(km, w);
 }
 
-void mm_hit_sort_by_dp(void *km, int *n_regs, mm_reg1_t *r)
+void mm_hit_sort(void *km, int *n_regs, mm_reg1_t *r)
 {
-	int32_t i, n_aux, n = *n_regs;
+	int32_t i, n_aux, n = *n_regs, has_cigar = 0, no_cigar = 0;
 	mm128_t *aux;
 	mm_reg1_t *t;
 
@@ -175,14 +175,20 @@ void mm_hit_sort_by_dp(void *km, int *n_regs, mm_reg1_t *r)
 	t = (mm_reg1_t*)kmalloc(km, n * sizeof(mm_reg1_t));
 	for (i = n_aux = 0; i < n; ++i) {
 		if (r[i].inv || r[i].cnt > 0) { // squeeze out elements with cnt==0 (soft deleted)
-			assert(r[i].p);
-			aux[n_aux].x = (uint64_t)r[i].p->dp_max << 32 | r[i].hash;
+			if (r[i].p) {
+				aux[n_aux].x = (uint64_t)r[i].p->dp_max << 32 | r[i].hash;
+				has_cigar = 1;
+			} else {
+				aux[n_aux].x = (uint64_t)r[i].score << 32 | r[i].hash;
+				no_cigar = 1;
+			}
 			aux[n_aux++].y = i;
 		} else if (r[i].p) {
 			free(r[i].p);
 			r[i].p = 0;
 		}
 	}
+	assert(has_cigar + no_cigar == 1);
 	radix_sort_128x(aux, aux + n_aux);
 	for (i = n_aux - 1; i >= 0; --i)
 		t[n_aux - 1 - i] = r[aux[i].y];

index.c

@@ -48,10 +48,12 @@ void mm_idx_destroy(mm_idx_t *mi)
 	uint32_t i;
 	if (mi == 0) return;
 	if (mi->h) kh_destroy(str, (khash_t(str)*)mi->h);
-	for (i = 0; i < 1U<<mi->b; ++i) {
-		free(mi->B[i].p);
-		free(mi->B[i].a.a);
-		kh_destroy(idx, (idxhash_t*)mi->B[i].h);
+	if (mi->B) {
+		for (i = 0; i < 1U<<mi->b; ++i) {
+			free(mi->B[i].p);
+			free(mi->B[i].a.a);
+			kh_destroy(idx, (idxhash_t*)mi->B[i].h);
+		}
 	}
 	if (!mi->km) {
 		for (i = 0; i < mi->n_seq; ++i)
@@ -370,7 +372,9 @@ mm_idx_t *mm_idx_str(int w, int k, int is_hpc, int bucket_bits, int n, const cha
 	uint64_t sum_len = 0;
 	mm128_v a = {0,0,0};
 	mm_idx_t *mi;
+	khash_t(str) *h;
 	int i, flag = 0;
+
 	if (n <= 0) return 0;
 	for (i = 0; i < n; ++i) // get the total length
 		sum_len += strlen(seq[i]);
@@ -381,13 +385,17 @@ mm_idx_t *mm_idx_str(int w, int k, int is_hpc, int bucket_bits, int n, const cha
 	mi->n_seq = n;
 	mi->seq = (mm_idx_seq_t*)kcalloc(mi->km, n, sizeof(mm_idx_seq_t)); // ->seq is allocated from km
 	mi->S = (uint32_t*)calloc((sum_len + 7) / 8, 4);
+	mi->h = h = kh_init(str);
 	for (i = 0, sum_len = 0; i < n; ++i) {
 		const char *s = seq[i];
 		mm_idx_seq_t *p = &mi->seq[i];
 		uint32_t j;
 		if (name && name[i]) {
+			int absent;
 			p->name = (char*)kmalloc(mi->km, strlen(name[i]) + 1);
 			strcpy(p->name, name[i]);
+			kh_put(str, h, p->name, &absent);
+			assert(absent);
 		}
 		p->offset = sum_len;
 		p->len = strlen(s);
@@ -510,14 +518,19 @@ mm_idx_t *mm_idx_load(FILE *fp)
 int64_t mm_idx_is_idx(const char *fn)
 {
 	int fd, is_idx = 0;
-	off_t ret, off_end;
+	int64_t ret, off_end;
 	char magic[4];
 
 	if (strcmp(fn, "-") == 0) return 0; // read from pipe; not an index
 	fd = open(fn, O_RDONLY);
 	if (fd < 0) return -1; // error
+#ifdef WIN32
+	if ((off_end = _lseeki64(fd, 0, SEEK_END)) >= 4) {
+		_lseeki64(fd, 0, SEEK_SET);
+#else
 	if ((off_end = lseek(fd, 0, SEEK_END)) >= 4) {
 		lseek(fd, 0, SEEK_SET);
+#endif // WIN32
 		ret = read(fd, magic, 4);
 		if (ret == 4 && strncmp(magic, MM_IDX_MAGIC, 4) == 0)
 			is_idx = 1;
@@ -563,7 +576,7 @@ mm_idx_t *mm_idx_reader_read(mm_idx_reader_t *r, int n_threads)
 		mi = mm_idx_gen(r->fp.seq, r->opt.w, r->opt.k, r->opt.bucket_bits, r->opt.flag, r->opt.mini_batch_size, n_threads, r->opt.batch_size);
 	if (mi) {
 		if (r->fp_out) mm_idx_dump(r->fp_out, mi);
-		++r->n_parts;
+		mi->index = r->n_parts++;
 	}
 	return mi;
 }

main.c

@@ -10,7 +10,7 @@
 #include "getopt.h"
 #endif
 
-#define MM_VERSION "2.11-r797"
+#define MM_VERSION "2.12-r827"
 
 #ifdef __linux__
 #include <sys/resource.h>
@@ -60,6 +60,9 @@ static struct option long_options[] = {
 	{ "lj-min-ratio",   required_argument, 0, 0 },   // 30
 	{ "score-N",        required_argument, 0, 0 },   // 31
 	{ "eqx",            no_argument,       0, 0 },   // 32
+	{ "paf-no-hit",     no_argument,       0, 0 },   // 33
+	{ "split-prefix",   required_argument, 0, 0 },   // 34
+	{ "no-end-flt",     no_argument,       0, 0 },   // 35
 	{ "help",           no_argument,       0, 'h' },
 	{ "max-intron-len", required_argument, 0, 'G' },
 	{ "version",        no_argument,       0, 'V' },
@@ -100,7 +103,7 @@ int main(int argc, char *argv[])
 	const char *opt_str = "2aSDw:k:K:t:r:f:Vv:g:G:I:d:XT:s:x:Hcp:M:n:z:A:B:O:E:m:N:Qu:R:hF:LC:yY";
 	mm_mapopt_t opt;
 	mm_idxopt_t ipt;
-	int i, c, n_threads = 3, long_idx;
+	int i, c, n_threads = 3, n_parts, long_idx;
 	char *fnw = 0, *rg = 0, *s;
 	FILE *fp_help = stderr;
 	mm_idx_reader_t *idx_rdr;
@@ -179,6 +182,9 @@ int main(int argc, char *argv[])
 		else if (c == 0 && long_idx ==30) opt.min_join_flank_ratio = atof(optarg); // --lj-min-ratio
 		else if (c == 0 && long_idx ==31) opt.sc_ambi = atoi(optarg); // --score-N
 		else if (c == 0 && long_idx ==32) opt.flag |= MM_F_EQX; // --eqx
+		else if (c == 0 && long_idx ==33) opt.flag |= MM_F_PAF_NO_HIT; // --paf-no-hit
+		else if (c == 0 && long_idx ==34) opt.split_prefix = optarg; // --split-prefix
+		else if (c == 0 && long_idx ==35) opt.flag |= MM_F_NO_END_FLT; // --no-end-flt
 		else if (c == 0 && long_idx == 14) { // --frag
 			yes_or_no(&opt, MM_F_FRAG_MODE, long_idx, optarg, 1);
 		} else if (c == 0 && long_idx == 15) { // --secondary
@@ -325,8 +331,8 @@ int main(int argc, char *argv[])
 				mm_write_sam_hdr(mi, rg, MM_VERSION, argc, argv);
 			} else {
 				mm_write_sam_hdr(0, rg, MM_VERSION, argc, argv);
-				if (mm_verbose >= 2)
-					fprintf(stderr, "[WARNING]\033[1;31m For a multi-part index, no @SQ lines will be outputted.\033[0m\n");
+				if (opt.split_prefix == 0 && mm_verbose >= 2)
+					fprintf(stderr, "[WARNING]\033[1;31m For a multi-part index, no @SQ lines will be outputted. Please use --split-prefix.\033[0m\n");
 			}
 		}
 		if (mm_verbose >= 3)
@@ -342,8 +348,12 @@ int main(int argc, char *argv[])
 		}
 		mm_idx_destroy(mi);
 	}
+	n_parts = idx_rdr->n_parts;
 	mm_idx_reader_close(idx_rdr);
 
+	if (opt.split_prefix)
+		mm_split_merge(argc - (optind + 1), (const char**)&argv[optind + 1], &opt, n_parts);
+
 	if (fflush(stdout) == EOF) {
 		fprintf(stderr, "[ERROR] failed to write the results\n");
 		exit(EXIT_FAILURE);

map.c

@@ -11,6 +11,7 @@
 
 struct mm_tbuf_s {
 	void *km;
+	int rep_len, frag_gap;
 };
 
 mm_tbuf_t *mm_tbuf_init(void)
@@ -28,6 +29,11 @@ void mm_tbuf_destroy(mm_tbuf_t *b)
 	free(b);
 }
 
+void *mm_tbuf_get_km(mm_tbuf_t *b)
+{
+	return b->km;
+}
+
 static int mm_dust_minier(void *km, int n, mm128_t *a, int l_seq, const char *seq, int sdust_thres)
 {
 	int n_dreg, j, k, u = 0;
@@ -330,6 +336,8 @@ void mm_map_frag(const mm_idx_t *mi, int n_segs, const int *qlens, const char **
 			a = mm_chain_dp(max_chain_gap_ref, max_chain_gap_qry, opt->bw, opt->max_chain_skip, opt->min_cnt, opt->min_chain_score, is_splice, n_segs, n_a, a, &n_regs0, &u, b->km);
 		}
 	}
+	b->frag_gap = max_chain_gap_ref;
+	b->rep_len = rep_len;
 
 	regs0 = mm_gen_regs(b->km, hash, qlen_sum, n_regs0, u, a);
 
@@ -394,13 +402,17 @@ typedef struct {
 	mm_bseq_file_t **fp;
 	const mm_idx_t *mi;
 	kstring_t str;
+
+	int n_parts;
+	uint32_t *rid_shift;
+	FILE *fp_split, **fp_parts;
 } pipeline_t;
 
 typedef struct {
 	const pipeline_t *p;
     int n_seq, n_frag;
 	mm_bseq1_t *seq;
-	int *n_reg, *seg_off, *n_seg;
+	int *n_reg, *seg_off, *n_seg, *rep_len, *frag_gap;
 	mm_reg1_t **reg;
 	mm_tbuf_t **buf;
 } step_t;
@@ -421,10 +433,17 @@ static void worker_for(void *_data, long i, int tid) // kt_for() callback
 		qseqs[j] = s->seq[off + j].seq;
 	}
 	if (s->p->opt->flag & MM_F_INDEPEND_SEG) {
-		for (j = 0; j < s->n_seg[i]; ++j)
+		for (j = 0; j < s->n_seg[i]; ++j) {
 			mm_map_frag(s->p->mi, 1, &qlens[j], &qseqs[j], &s->n_reg[off+j], &s->reg[off+j], b, s->p->opt, s->seq[off+j].name);
+			s->rep_len[off + j] = b->rep_len;
+			s->frag_gap[off + j] = b->frag_gap;
+		}
 	} else {
 		mm_map_frag(s->p->mi, s->n_seg[i], qlens, qseqs, &s->n_reg[off], &s->reg[off], b, s->p->opt, s->seq[off].name);
+		for (j = 0; j < s->n_seg[i]; ++j) {
+			s->rep_len[off + j] = b->rep_len;
+			s->frag_gap[off + j] = b->frag_gap;
+		}
 	}
 	for (j = 0; j < s->n_seg[i]; ++j) // flip the query strand and coordinate to the original read strand
 		if (s->n_seg[i] == 2 && ((j == 0 && (pe_ori>>1&1)) || (j == 1 && (pe_ori&1)))) {
@@ -440,6 +459,63 @@ static void worker_for(void *_data, long i, int tid) // kt_for() callback
 		}
 }
 
+static void merge_hits(step_t *s)
+{
+	int f, i, k0, k, max_seg = 0, *n_reg_part, *rep_len_part, *frag_gap_part, *qlens;
+	void *km;
+	FILE **fp = s->p->fp_parts;
+	const mm_mapopt_t *opt = s->p->opt;
+
+	km = km_init();
+	for (f = 0; f < s->n_frag; ++f)
+		max_seg = max_seg > s->n_seg[f]? max_seg : s->n_seg[f];
+	qlens = CALLOC(int, max_seg + s->p->n_parts * 3);
+	n_reg_part = qlens + max_seg;
+	rep_len_part = n_reg_part + s->p->n_parts;
+	frag_gap_part = rep_len_part + s->p->n_parts;
+	for (f = 0, k = k0 = 0; f < s->n_frag; ++f) {
+		k0 = k;
+		for (i = 0; i < s->n_seg[f]; ++i, ++k) {
+			int j, l, t, rep_len = 0;
+			qlens[i] = s->seq[k].l_seq;
+			for (j = 0, s->n_reg[k] = 0; j < s->p->n_parts; ++j) {
+				mm_err_fread(&n_reg_part[j],    sizeof(int), 1, fp[j]);
+				mm_err_fread(&rep_len_part[j],  sizeof(int), 1, fp[j]);
+				mm_err_fread(&frag_gap_part[j], sizeof(int), 1, fp[j]);
+				s->n_reg[k] += n_reg_part[j];
+				if (rep_len < rep_len_part[j])
+					rep_len = rep_len_part[j];
+			}
+			s->reg[k] = CALLOC(mm_reg1_t, s->n_reg[k]);
+			for (j = 0, l = 0; j < s->p->n_parts; ++j) {
+				for (t = 0; t < n_reg_part[j]; ++t, ++l) {
+					mm_reg1_t *r = &s->reg[k][l];
+					uint32_t capacity;
+					mm_err_fread(r, sizeof(mm_reg1_t), 1, fp[j]);
+					r->rid += s->p->rid_shift[j];
+					if (opt->flag & MM_F_CIGAR) {
+						mm_err_fread(&capacity, 4, 1, fp[j]);
+						r->p = (mm_extra_t*)calloc(capacity, 4);
+						r->p->capacity = capacity;
+						mm_err_fread(r->p, r->p->capacity, 4, fp[j]);
+					}
+				}
+			}
+			mm_hit_sort(km, &s->n_reg[k], s->reg[k]);
+			mm_set_parent(km, opt->mask_level, s->n_reg[k], s->reg[k], opt->a * 2 + opt->b);
+			if (!(opt->flag & MM_F_ALL_CHAINS)) {
+				mm_select_sub(km, opt->pri_ratio, s->p->mi->k*2, opt->best_n, &s->n_reg[k], s->reg[k]);
+				mm_set_sam_pri(s->n_reg[k], s->reg[k]);
+			}
+			mm_set_mapq(km, s->n_reg[k], s->reg[k], opt->min_chain_score, opt->a, rep_len, !!(opt->flag & MM_F_SR));
+		}
+		if (s->n_seg[f] == 2 && opt->pe_ori >= 0 && (opt->flag&MM_F_CIGAR))
+			mm_pair(km, frag_gap_part[0], opt->pe_bonus, opt->a * 2 + opt->b, opt->a, qlens, &s->n_reg[k0], &s->reg[k0]);
+	}
+	free(qlens);
+	km_destroy(km);
+}
+
 static void *worker_pipeline(void *shared, int step, void *in)
 {
 	int i, j, k;
@@ -459,9 +535,11 @@ static void *worker_pipeline(void *shared, int step, void *in)
 			s->buf = (mm_tbuf_t**)calloc(p->n_threads, sizeof(mm_tbuf_t*));
 			for (i = 0; i < p->n_threads; ++i)
 				s->buf[i] = mm_tbuf_init();
-			s->n_reg = (int*)calloc(3 * s->n_seq, sizeof(int));
-			s->seg_off = s->n_reg + s->n_seq; // seg_off and n_seg are allocated together with n_reg
+			s->n_reg = (int*)calloc(5 * s->n_seq, sizeof(int));
+			s->seg_off = s->n_reg + s->n_seq; // seg_off, n_seg, rep_len and frag_gap are allocated together with n_reg
 			s->n_seg = s->seg_off + s->n_seq;
+			s->rep_len = s->n_seg + s->n_seq;
+			s->frag_gap = s->rep_len + s->n_seq;
 			s->reg = (mm_reg1_t**)calloc(s->n_seq, sizeof(mm_reg1_t*));
 			for (i = 1, j = 0; i <= s->n_seq; ++i)
 				if (i == s->n_seq || !frag_mode || !mm_qname_same(s->seq[i-1].name, s->seq[i].name)) {
@@ -472,7 +550,8 @@ static void *worker_pipeline(void *shared, int step, void *in)
 			return s;
 		} else free(s);
     } else if (step == 1) { // step 1: map
-		kt_for(p->n_threads, worker_for, in, ((step_t*)in)->n_frag);
+		if (p->n_parts > 0) merge_hits((step_t*)in);
+		else kt_for(p->n_threads, worker_for, in, ((step_t*)in)->n_frag);
 		return in;
     } else if (step == 2) { // step 2: output
 		void *km = 0;
@@ -485,19 +564,35 @@ static void *worker_pipeline(void *shared, int step, void *in)
 			int seg_st = s->seg_off[k], seg_en = s->seg_off[k] + s->n_seg[k];
 			for (i = seg_st; i < seg_en; ++i) {
 				mm_bseq1_t *t = &s->seq[i];
-				for (j = 0; j < s->n_reg[i]; ++j) {
-					mm_reg1_t *r = &s->reg[i][j];
-					assert(!r->sam_pri || r->id == r->parent);
-					if ((p->opt->flag & MM_F_NO_PRINT_2ND) && r->id != r->parent)
-						continue;
+				if (p->opt->split_prefix && p->n_parts == 0) { // then write to temporary files
+					mm_err_fwrite(&s->n_reg[i],    sizeof(int), 1, p->fp_split);
+					mm_err_fwrite(&s->rep_len[i],  sizeof(int), 1, p->fp_split);
+					mm_err_fwrite(&s->frag_gap[i], sizeof(int), 1, p->fp_split);
+					for (j = 0; j < s->n_reg[i]; ++j) {
+						mm_reg1_t *r = &s->reg[i][j];
+						mm_err_fwrite(r, sizeof(mm_reg1_t), 1, p->fp_split);
+						if (p->opt->flag & MM_F_CIGAR) {
+							mm_err_fwrite(&r->p->capacity, 4, 1, p->fp_split);
+							mm_err_fwrite(r->p, r->p->capacity, 4, p->fp_split);
+						}
+					}
+				} else if (s->n_reg[i] > 0) { // the query has at least one hit
+					for (j = 0; j < s->n_reg[i]; ++j) {
+						mm_reg1_t *r = &s->reg[i][j];
+						assert(!r->sam_pri || r->id == r->parent);
+						if ((p->opt->flag & MM_F_NO_PRINT_2ND) && r->id != r->parent)
+							continue;
+						if (p->opt->flag & MM_F_OUT_SAM)
+							mm_write_sam2(&p->str, mi, t, i - seg_st, j, s->n_seg[k], &s->n_reg[seg_st], (const mm_reg1_t*const*)&s->reg[seg_st], km, p->opt->flag);
+						else
+							mm_write_paf(&p->str, mi, t, r, km, p->opt->flag);
+						mm_err_puts(p->str.s);
+					}
+				} else if (p->opt->flag & (MM_F_OUT_SAM|MM_F_PAF_NO_HIT)) { // output an empty hit, if requested
 					if (p->opt->flag & MM_F_OUT_SAM)
-						mm_write_sam2(&p->str, mi, t, i - seg_st, j, s->n_seg[k], &s->n_reg[seg_st], (const mm_reg1_t*const*)&s->reg[seg_st], km, p->opt->flag);
+						mm_write_sam2(&p->str, mi, t, i - seg_st, -1, s->n_seg[k], &s->n_reg[seg_st], (const mm_reg1_t*const*)&s->reg[seg_st], km, p->opt->flag);
 					else
-						mm_write_paf(&p->str, mi, t, r, km, p->opt->flag);
-					mm_err_puts(p->str.s);
-				}
-				if (s->n_reg[i] == 0 && (p->opt->flag & MM_F_OUT_SAM)) { // write an unmapped record
-					mm_write_sam2(&p->str, mi, t, i - seg_st, -1, s->n_seg[k], &s->n_reg[seg_st], (const mm_reg1_t*const*)&s->reg[seg_st], km, p->opt->flag);
+						mm_write_paf(&p->str, mi, t, 0, 0, p->opt->flag);
 					mm_err_puts(p->str.s);
 				}
 			}
@@ -506,9 +601,10 @@ static void *worker_pipeline(void *shared, int step, void *in)
 				free(s->reg[i]);
 				free(s->seq[i].seq); free(s->seq[i].name);
 				if (s->seq[i].qual) free(s->seq[i].qual);
+				if (s->seq[i].comment) free(s->seq[i].comment);
 			}
 		}
-		free(s->reg); free(s->n_reg); free(s->seq); // seg_off and n_seg were allocated with reg; no memory leak here
+		free(s->reg); free(s->n_reg); free(s->seq); // seg_off, n_seg, rep_len and frag_gap were allocated with reg; no memory leak here
 		km_destroy(km);
 		if (mm_verbose >= 3)
 			fprintf(stderr, "[M::%s::%.3f*%.2f] mapped %d sequences\n", __func__, realtime() - mm_realtime0, cputime() / (realtime() - mm_realtime0), s->n_seq);
@@ -517,32 +613,44 @@ static void *worker_pipeline(void *shared, int step, void *in)
     return 0;
 }
 
+static mm_bseq_file_t **open_bseqs(int n, const char **fn)
+{
+	mm_bseq_file_t **fp;
+	int i, j;
+	fp = (mm_bseq_file_t**)calloc(n, sizeof(mm_bseq_file_t*));
+	for (i = 0; i < n; ++i) {
+		if ((fp[i] = mm_bseq_open(fn[i])) == 0) {
+			if (mm_verbose >= 1)
+				fprintf(stderr, "ERROR: failed to open file '%s'\n", fn[i]);
+			for (j = 0; j < i; ++j)
+				mm_bseq_close(fp[j]);
+			free(fp);
+			return 0;
+		}
+	}
+	return fp;
+}
+
 int mm_map_file_frag(const mm_idx_t *idx, int n_segs, const char **fn, const mm_mapopt_t *opt, int n_threads)
 {
-	int i, j, pl_threads;
+	int i, pl_threads;
 	pipeline_t pl;
 	if (n_segs < 1) return -1;
 	memset(&pl, 0, sizeof(pipeline_t));
 	pl.n_fp = n_segs;
-	pl.fp = (mm_bseq_file_t**)calloc(n_segs, sizeof(mm_bseq_file_t*));
-	for (i = 0; i < n_segs; ++i) {
-		pl.fp[i] = mm_bseq_open(fn[i]);
-		if (pl.fp[i] == 0) {
-			if (mm_verbose >= 1)
-				fprintf(stderr, "ERROR: failed to open file '%s'\n", fn[i]);
-			for (j = 0; j < i; ++j)
-				mm_bseq_close(pl.fp[j]);
-			free(pl.fp);
-			return -1;
-		}
-	}
+	pl.fp = open_bseqs(pl.n_fp, fn);
+	if (pl.fp == 0) return -1;
 	pl.opt = opt, pl.mi = idx;
 	pl.n_threads = n_threads > 1? n_threads : 1;
 	pl.mini_batch_size = opt->mini_batch_size;
+	if (opt->split_prefix)
+		pl.fp_split = mm_split_init(opt->split_prefix, idx);
 	pl_threads = n_threads == 1? 1 : (opt->flag&MM_F_2_IO_THREADS)? 3 : 2;
 	kt_pipeline(pl_threads, worker_pipeline, &pl, 3);
+
 	free(pl.str.s);
-	for (i = 0; i < n_segs; ++i)
+	if (pl.fp_split) fclose(pl.fp_split);
+	for (i = 0; i < pl.n_fp; ++i)
 		mm_bseq_close(pl.fp[i]);
 	free(pl.fp);
 	return 0;
@@ -552,3 +660,48 @@ int mm_map_file(const mm_idx_t *idx, const char *fn, const mm_mapopt_t *opt, int
 {
 	return mm_map_file_frag(idx, 1, &fn, opt, n_threads);
 }
+
+int mm_split_merge(int n_segs, const char **fn, const mm_mapopt_t *opt, int n_split_idx)
+{
+	int i;
+	pipeline_t pl;
+	mm_idx_t *mi;
+	if (n_segs < 1 || n_split_idx < 1) return -1;
+	memset(&pl, 0, sizeof(pipeline_t));
+	pl.n_fp = n_segs;
+	pl.fp = open_bseqs(pl.n_fp, fn);
+	if (pl.fp == 0) return -1;
+	pl.opt = opt;
+	pl.mini_batch_size = opt->mini_batch_size;
+
+	pl.n_parts = n_split_idx;
+	pl.fp_parts  = CALLOC(FILE*, pl.n_parts);
+	pl.rid_shift = CALLOC(uint32_t, pl.n_parts);
+	pl.mi = mi = mm_split_merge_prep(opt->split_prefix, n_split_idx, pl.fp_parts, pl.rid_shift);
+	if (pl.mi == 0) {
+		free(pl.fp_parts);
+		free(pl.rid_shift);
+		return -1;
+	}
+	for (i = n_split_idx - 1; i > 0; --i)
+		pl.rid_shift[i] = pl.rid_shift[i - 1];
+	for (pl.rid_shift[0] = 0, i = 1; i < n_split_idx; ++i)
+		pl.rid_shift[i] += pl.rid_shift[i - 1];
+	if (opt->flag & MM_F_OUT_SAM)
+		for (i = 0; i < (int32_t)pl.mi->n_seq; ++i)
+			printf("@SQ\tSN:%s\tLN:%d\n", pl.mi->seq[i].name, pl.mi->seq[i].len);
+
+	kt_pipeline(2, worker_pipeline, &pl, 3);
+
+	free(pl.str.s);
+	mm_idx_destroy(mi);
+	free(pl.rid_shift);
+	for (i = 0; i < n_split_idx; ++i)
+		fclose(pl.fp_parts[i]);
+	free(pl.fp_parts);
+	for (i = 0; i < pl.n_fp; ++i)
+		mm_bseq_close(pl.fp[i]);
+	free(pl.fp);
+	mm_split_rm_tmp(opt->split_prefix, n_split_idx);
+	return 0;
+}

minimap.h

@@ -32,6 +32,8 @@
 #define MM_F_OUT_MD        0x1000000
 #define MM_F_COPY_COMMENT  0x2000000
 #define MM_F_EQX           0x4000000 // use =/X instead of M
+#define MM_F_PAF_NO_HIT    0x8000000 // output unmapped reads to PAF
+#define MM_F_NO_END_FLT    0x10000000
 
 #define MM_I_HPC          0x1
 #define MM_I_NO_SEQ       0x2
@@ -59,6 +61,7 @@ typedef struct {
 typedef struct {
 	int32_t b, w, k, flag;
 	uint32_t n_seq;            // number of reference sequences
+	int32_t index;
 	mm_idx_seq_t *seq;         // sequence name, length and offset
 	uint32_t *S;               // 4-bit packed sequence
 	struct mm_idx_bucket_s *B; // index (hidden)
@@ -135,6 +138,8 @@ typedef struct {
 	int32_t mid_occ;     // ignore seeds with occurrences above this threshold
 	int32_t max_occ;
 	int mini_batch_size; // size of a batch of query bases to process in parallel
+
+	const char *split_prefix;
 } mm_mapopt_t;
 
 // index reader
@@ -297,6 +302,8 @@ mm_tbuf_t *mm_tbuf_init(void);
  */
 void mm_tbuf_destroy(mm_tbuf_t *b);
 
+void *mm_tbuf_get_km(mm_tbuf_t *b);
+
 /**
  * Align a query sequence against an index
  *
@@ -333,6 +340,22 @@ int mm_map_file(const mm_idx_t *idx, const char *fn, const mm_mapopt_t *opt, int
 
 int mm_map_file_frag(const mm_idx_t *idx, int n_segs, const char **fn, const mm_mapopt_t *opt, int n_threads);
 
+/**
+ * Generate the cs tag (new in 2.12)
+ *
+ * @param km         memory blocks; set to NULL if unsure
+ * @param buf        buffer to write the cs/MD tag; typicall NULL on the first call
+ * @param max_len    max length of the buffer; typically set to 0 on the first call
+ * @param mi         index
+ * @param r          alignment
+ * @param seq        query sequence
+ * @param no_iden    true to use : instead of =
+ *
+ * @return the length of cs
+ */
+int mm_gen_cs(void *km, char **buf, int *max_len, const mm_idx_t *mi, const mm_reg1_t *r, const char *seq, int no_iden);
+int mm_gen_MD(void *km, char **buf, int *max_len, const mm_idx_t *mi, const mm_reg1_t *r, const char *seq);
+
 // query sequence name and sequence in the minimap2 index
 int mm_idx_index_name(mm_idx_t *mi);
 int mm_idx_name2id(const mm_idx_t *mi, const char *name);

minimap2.1

@@ -1,4 +1,4 @@
-.TH minimap2 1 "20 June 2018" "minimap2-2.11 (r797)" "Bioinformatics tools"
+.TH minimap2 1 "6 August 2018" "minimap2-2.12 (r827)" "Bioinformatics tools"
 .SH NAME
 .PP
 minimap2 - mapping and alignment between collections of DNA sequences
@@ -239,7 +239,7 @@ Disable the long gap patching heuristic. When this option is applied, the
 maximum alignment gap is mostly controlled by
 .BR -r .
 .TP
-.B --lj-min-ratio \ FLOAT
+.BI --lj-min-ratio \ FLOAT
 Fraction of query sequence length required to bridge a long gap [0.5]. A
 smaller value helps to recover longer gaps, at the cost of more false gaps.
 .TP
@@ -252,6 +252,9 @@ applies a second round of chaining with a higher minimizer occurrence threshold
 if no good chain is found. In addition, minimap2 attempts to patch gaps between
 seeds with ungapped alignment.
 .TP
+.BI --split-prefix \ STR
+Prefix to create temporary files. Typically used for a multi-part index.
+.TP
 .BR --frag = no | yes
 Whether to enable the fragment mode [no]
 .TP
@@ -357,6 +360,10 @@ the length of the terminal gap in the chain. This option is only effective
 with
 .BR --splice .
 It helps to avoid tiny terminal exons. [6]
+.TP
+.B --no-end-flt
+Don't filter seeds towards the ends of chains before performing base-level
+alignment.
 .SS Input/output options
 .TP 10
 .B -a

misc.c

@@ -131,6 +131,26 @@ void mm_err_puts(const char *str)
 	}
 }
 
+void mm_err_fwrite(const void *p, size_t size, size_t nitems, FILE *fp)
+{
+	int ret;
+	ret = fwrite(p, size, nitems, fp);
+	if (ret == EOF) {
+		fprintf(stderr, "[ERROR] failed to write data\n");
+		exit(EXIT_FAILURE);
+	}
+}
+
+void mm_err_fread(void *p, size_t size, size_t nitems, FILE *fp)
+{
+	int ret;
+	ret = fread(p, size, nitems, fp);
+	if (ret == EOF) {
+		fprintf(stderr, "[ERROR] failed to read data\n");
+		exit(EXIT_FAILURE);
+	}
+}
+
 #include "ksort.h"
 
 #define sort_key_128x(a) ((a).x)

misc/paftools.js

@@ -340,12 +340,13 @@ function paf_liftover(args)
 function paf_call(args)
 {
 	var re_cs = /([:=*+-])(\d+|[A-Za-z]+)/g, re_tag = /\t(\S\S:[AZif]):(\S+)/g;
-	var c, min_cov_len = 10000, min_var_len = 50000, gap_thres = 50, min_mapq = 5;
+	var c, min_cov_len = 10000, min_var_len = 50000, gap_thres = 50, gap_thres_long = 1000, min_mapq = 5;
 	var fa_tmp = null, fa, fa_lens, is_vcf = false;
 	while ((c = getopt(args, "l:L:g:q:B:f:")) != null) {
 		if (c == 'l') min_cov_len = parseInt(getopt.arg);
 		else if (c == 'L') min_var_len = parseInt(getopt.arg);
 		else if (c == 'g') gap_thres = parseInt(getopt.arg);
+		else if (c == 'G') gap_thres_long = parseInt(getopt.arg);
 		else if (c == 'q') min_mapq = parseInt(getopt.arg);
 		else if (c == 'f') fa_tmp = fasta_read(getopt.arg, fa_lens);
 	}
@@ -364,7 +365,7 @@ function paf_call(args)
 
 	var file = args[getopt.ind] == '-'? new File() : new File(args[getopt.ind]);
 	var buf = new Bytes();
-	var tot_len = 0, n_sub = [0, 0, 0], n_ins = [0, 0, 0, 0], n_del = [0, 0, 0, 0];
+	var tot_len = 0, n_sub = [0, 0, 0], n_ins = [0, 0, 0, 0, 0], n_del = [0, 0, 0, 0, 0];
 
 	function print_vcf(o, fa)
 	{
@@ -396,13 +397,15 @@ function paf_call(args)
 			if (l == 1) ++n_ins[0];
 			else if (l == 2) ++n_ins[1];
 			else if (l < gap_thres) ++n_ins[2];
-			else ++n_ins[3];
+			else if (l < gap_thres_long) ++n_ins[3];
+			else ++n_ins[4];
 		} else if (o[6] == '-') { // deletion
 			var l = o[5].length;
 			if (l == 1) ++n_del[0];
 			else if (l == 2) ++n_del[1];
 			else if (l < gap_thres) ++n_del[2];
-			else ++n_del[3];
+			else if (l < gap_thres_long) ++n_del[3];
+			else ++n_del[4];
 		} else {
 			++n_sub[0];
 			var s = (o[5] + o[6]).toLowerCase();
@@ -547,14 +550,196 @@ function paf_call(args)
 	warn(n_ins[1] + " 2bp insertions");
 	warn(n_del[2] + " [3,"+gap_thres+") deletions");
 	warn(n_ins[2] + " [3,"+gap_thres+") insertions");
-	warn(n_del[3] + " >="+gap_thres+" deletions");
-	warn(n_ins[3] + " >="+gap_thres+" insertions");
+	warn(n_del[3] + " ["+gap_thres+","+gap_thres_long+") deletions");
+	warn(n_ins[3] + " ["+gap_thres+","+gap_thres_long+") insertions");
+	warn(n_del[4] + " >=" + gap_thres_long + " deletions");
+	warn(n_ins[4] + " >=" + gap_thres_long + " insertions");
 
 	buf.destroy();
 	file.close();
 	if (fa != null) fasta_free(fa);
 }
 
+function paf_asmstat(args)
+{
+	var c, min_seg_len = 10000, max_diff = 0.01;
+	while ((c = getopt(args, "l:d:")) != null) {
+		if (c == 'l') min_seg_len = parseInt(getopt.arg);
+		else if (c == 'd') max_diff = parseFloat(getopt.arg);
+	}
+	if (getopt.ind == args.length) {
+		print("Usage: paftools.js asmstat [options] <ref.fa.fai> <asm1.paf> [...]");
+		print("Options:");
+		print("  -l INT     min alignment block length [" + min_seg_len + "]");
+		print("  -d FLOAT   max gap-compressed sequence divergence [" + max_diff + "]");
+		exit(1);
+	}
+
+	var file, buf = new Bytes();
+
+	var ref_len = 0;
+	file = new File(args[getopt.ind]);
+	while (file.readline(buf) >= 0) {
+		var t = buf.toString().split("\t");
+		ref_len += parseInt(t[1]);
+	}
+	file.close();
+
+	function process_query(qblocks, qblock_len, bp) {
+		qblocks.sort(function(a,b) { return a[0]-b[0]; });
+		var last_k = null, last_blen = null, st = -1, en = -1, qcov = 0;
+		for (var k = 0; k < qblocks.length; ++k) {
+			var blen = qblocks[k][1] - qblocks[k][0];
+			if (k > 0 && qblocks[k][0] < qblocks[k-1][1]) {
+				if (qblocks[k][1] < qblocks[k-1][1]) continue;
+				blen = qblocks[k][1] - qblocks[k-1][1];
+			}
+			qblock_len.push(blen);
+			if (qblocks[k][0] > en) {
+				qcov += en - st;
+				st = qblocks[k][0];
+				en = qblocks[k][1];
+			} else en = en > qblocks[k][1]? en : qblocks[k][1];
+			if (last_k != null) {
+				var gap = 1000000000;
+				if (qblocks[k][2] == qblocks[last_k][2] && qblocks[k][3] == qblocks[last_k][3]) { // same chr and strand
+					var g1 = qblocks[k][0] - qblocks[last_k][1];
+					var g2 = qblocks[k][2] == '+'? qblocks[k][4] - qblocks[last_k][5] : qblocks[last_k][4] - qblocks[k][5];
+					gap = g1 > g2? g1 - g2 : g2 - g1;
+				}
+				var min = blen < last_blen? blen : last_blen;
+				var flank = k == 0? min : blen;
+				bp.push([flank, gap]);
+			}
+			last_k = k, last_blen = blen;
+		}
+		qcov += en - st;
+		return qcov;
+	}
+
+	function N50(lens, tot, quantile) {
+		lens.sort(function(a,b) { return b - a; });
+		if (tot == null) {
+			tot = 0;
+			for (var k = 0; k < lens.length; ++k)
+				tot += lens[k];
+		}
+		var sum = 0;
+		for (var k = 0; k < lens.length; ++k) {
+			if (sum <= quantile * tot && sum + lens[k] > quantile * tot)
+				return lens[k];
+			sum += lens[k];
+		}
+	}
+
+	function count_bp(bp, min_blen, min_gap) {
+		var n_bp = 0;
+		for (var k = 0; k < bp.length; ++k)
+			if (bp[k][0] >= min_blen && bp[k][1] >= min_gap)
+				++n_bp;
+		return n_bp;
+	}
+
+	function compute_diff(cigar, NM) {
+		var m, re = /(\d+)([MID])/g;
+		var n_M = 0, n_gapo = 0, n_gaps = 0;
+		while ((m = re.exec(cigar)) != null) {
+			var len = parseInt(m[1]);
+			if (m[2] == 'M') n_M += len;
+			else ++n_gapo, n_gaps += len;
+		}
+		if (NM < n_gaps) throw Error('NM is smaller the number of gaps');
+		return (NM - n_gaps + n_gapo) / (n_M + n_gapo);
+	}
+
+	var labels = ['Length', 'NG50', 'Coverage', 'Qcov', 'NGA50', '#breaks', 'bp(' + min_seg_len + ',0)', 'bp(' + min_seg_len + ',10k)'];
+	var rst = [];
+	for (var i = 0; i < labels.length; ++i)
+		rst[i] = [];
+
+	var n_asm = args.length - (getopt.ind + 1);
+	var header = ["Metric"];
+	for (var i = 0; i < n_asm; ++i) {
+		var n_breaks = 0, qcov = 0;
+		var fn = args[getopt.ind + 1 + i];
+		header.push(fn.replace(/.paf(.gz)?$/, ""));
+		var ref_blocks = [], qblock_len = [], qblocks = [], bp = [];
+		var query = {};
+		var last_qname = null;
+		file = new File(fn);
+		while (file.readline(buf) >= 0) {
+			var m, line = buf.toString();
+			var t = line.split("\t");
+			t[1] = parseInt(t[1]);
+			if (t.length >= 2) query[t[0]] = t[1];
+			if (t.length < 9) continue;
+			if (!/\ttp:A:[PI]/.test(line)) continue;
+			if ((m = /\tcg:Z:(\S+)/.exec(line)) == null) continue;
+			var cigar = m[1];
+			if ((m = /\tNM:i:(\d+)/.exec(line)) == null) continue;
+			var NM = parseInt(m[1]);
+			var diff = compute_diff(cigar, NM);
+			t[2] = parseInt(t[2]);
+			t[3] = parseInt(t[3]);
+			t[7] = parseInt(t[7]);
+			t[8] = parseInt(t[8]);
+			if (t[0] == last_qname) ++n_breaks;
+			if (diff > max_diff) continue;
+			if (t[3] - t[2] < min_seg_len) continue;
+			if (t[0] != last_qname) {
+				if (last_qname != null)
+					qcov += process_query(qblocks, qblock_len, bp);
+				qblocks = [];
+				last_qname = t[0];
+			}
+			ref_blocks.push([t[5], t[7], t[8]]);
+			qblocks.push([t[2], t[3], t[4], t[5], t[7], t[8]]);
+		}
+		if (last_qname != null)
+			qcov += process_query(qblocks, qblock_len, bp);
+		file.close();
+
+		// compute NG50
+		var asm_len = 0, asm_lens = []
+		for (var ctg in query) {
+			asm_len += query[ctg];
+			asm_lens.push(query[ctg]);
+		}
+		rst[0][i] = asm_len;
+		rst[1][i] = N50(asm_lens, ref_len, 0.5);
+
+		// compute coverage
+		var l_cov = 0;
+		ref_blocks.sort(function(a, b) { return a[0] > b[0]? 1 : a[0] < b[0]? -1 : a[1] - b[1]; });
+		var last_ref = null, st = -1, en = -1;
+		for (var j = 0; j < ref_blocks.length; ++j) {
+			if (ref_blocks[j][0] != last_ref || ref_blocks[j][1] > en) {
+				l_cov += en - st;
+				last_ref = ref_blocks[j][0];
+				st = ref_blocks[j][1];
+				en = ref_blocks[j][2];
+			} else en = en > ref_blocks[j][2]? en : ref_blocks[j][2];
+		}
+		l_cov += en - st;
+		rst[2][i] = (100.0 * (l_cov / ref_len)).toFixed(2) + '%';
+		rst[3][i] = (100.0 * (qcov  / asm_len)).toFixed(2) + '%';
+
+		// compute NGA50
+		rst[4][i] = N50(qblock_len, ref_len, 0.5);
+
+		// compute break points
+		rst[5][i] = n_breaks;
+		rst[6][i] = count_bp(bp, 500, 0);
+		rst[7][i] = count_bp(bp, 500, 10000);
+	}
+
+	print(header.join("\t"));
+	for (var i = 0; i < labels.length; ++i)
+		print(labels[i], rst[i].join("\t"));
+
+	buf.destroy();
+}
+
 function paf_stat(args)
 {
 	var c, gap_out_len = null;
@@ -2001,6 +2186,7 @@ function main(args)
 		print("  gff2bed    convert GTF/GFF3 to BED12");
 		print("");
 		print("  stat       collect basic mapping information in PAF/SAM");
+		print("  asmstat    collect basic assembly information");
 		print("  liftover   simplistic liftOver");
 		print("  call       call variants from asm-to-ref alignment with the cs tag");
 		print("  bedcov     compute the number of bases covered");
@@ -2021,6 +2207,7 @@ function main(args)
 	else if (cmd == 'splice2bed') paf_splice2bed(args);
 	else if (cmd == 'gff2bed') paf_gff2bed(args);
 	else if (cmd == 'stat') paf_stat(args);
+	else if (cmd == 'asmstat') paf_asmstat(args);
 	else if (cmd == 'liftover' || cmd == 'liftOver') paf_liftover(args);
 	else if (cmd == 'call') paf_call(args);
 	else if (cmd == 'mapeval') paf_mapeval(args);

mmpriv.h

@@ -28,6 +28,9 @@
 #define mm_seq4_set(s, i, c) ((s)[(i)>>3] |= (uint32_t)(c) << (((i)&7)<<2))
 #define mm_seq4_get(s, i)    ((s)[(i)>>3] >> (((i)&7)<<2) & 0xf)
 
+#define MALLOC(type, len) ((type*)malloc((len) * sizeof(type)))
+#define CALLOC(type, len) ((type*)calloc((len), sizeof(type)))
+
 #ifdef __cplusplus
 extern "C" {
 #endif
@@ -77,7 +80,7 @@ void mm_select_sub(void *km, float pri_ratio, int min_diff, int best_n, int *n_,
 void mm_select_sub_multi(void *km, float pri_ratio, float pri1, float pri2, int max_gap_ref, int min_diff, int best_n, int n_segs, const int *qlens, int *n_, mm_reg1_t *r);
 void mm_filter_regs(const mm_mapopt_t *opt, int qlen, int *n_regs, mm_reg1_t *regs);
 void mm_join_long(void *km, const mm_mapopt_t *opt, int qlen, int *n_regs, mm_reg1_t *regs, mm128_t *a);
-void mm_hit_sort_by_dp(void *km, int *n_regs, mm_reg1_t *r);
+void mm_hit_sort(void *km, int *n_regs, mm_reg1_t *r);
 void mm_set_mapq(void *km, int n_regs, mm_reg1_t *regs, int min_chain_sc, int match_sc, int rep_len, int is_sr);
 
 void mm_est_err(const mm_idx_t *mi, int qlen, int n_regs, mm_reg1_t *regs, const mm128_t *a, int32_t n, const uint64_t *mini_pos);
@@ -86,7 +89,14 @@ mm_seg_t *mm_seg_gen(void *km, uint32_t hash, int n_segs, const int *qlens, int
 void mm_seg_free(void *km, int n_segs, mm_seg_t *segs);
 void mm_pair(void *km, int max_gap_ref, int dp_bonus, int sub_diff, int match_sc, const int *qlens, int *n_regs, mm_reg1_t **regs);
 
+FILE *mm_split_init(const char *prefix, const mm_idx_t *mi);
+mm_idx_t *mm_split_merge_prep(const char *prefix, int n_splits, FILE **fp, uint32_t *n_seq_part);
+int mm_split_merge(int n_segs, const char **fn, const mm_mapopt_t *opt, int n_split_idx);
+void mm_split_rm_tmp(const char *prefix, int n_splits);
+
 void mm_err_puts(const char *str);
+void mm_err_fwrite(const void *p, size_t size, size_t nitems, FILE *fp);
+void mm_err_fread(void *p, size_t size, size_t nitems, FILE *fp);
 
 #ifdef __cplusplus
 }

options.c

@@ -49,7 +49,7 @@ void mm_mapopt_init(mm_mapopt_t *opt)
 
 void mm_mapopt_update(mm_mapopt_t *opt, const mm_idx_t *mi)
 {
-	if ((opt->flag & MM_F_SPLICE_FOR) && (opt->flag & MM_F_SPLICE_REV))
+	if ((opt->flag & MM_F_SPLICE_FOR) || (opt->flag & MM_F_SPLICE_REV))
 		opt->flag |= MM_F_SPLICE;
 	if (opt->mid_occ <= 0)
 		opt->mid_occ = mm_idx_cal_max_occ(mi, opt->mid_occ_frac);
@@ -132,6 +132,11 @@ int mm_set_opt(const char *preset, mm_idxopt_t *io, mm_mapopt_t *mo)
 
 int mm_check_opt(const mm_idxopt_t *io, const mm_mapopt_t *mo)
 {
+	if (mo->split_prefix && (mo->flag & (MM_F_OUT_CS|MM_F_OUT_MD))) {
+		if (mm_verbose >= 1)
+			fprintf(stderr, "[ERROR]\033[1;31m --cs or --MD doesn't work with --split-prefix\033[0m\n");
+		return -6;
+	}
 	if (io->k <= 0 || io->w <= 0) {
 		if (mm_verbose >= 1)
 			fprintf(stderr, "[ERROR]\033[1;31m -k and -w must be positive\033[0m\n");

python/README.rst

@@ -43,20 +43,24 @@ The following Python script demonstrates the key functionality of mappy:
 APIs
 ----
 
-Mappy implements two classes and one global function.
+Mappy implements two classes and two global function.
 
 Class mappy.Aligner
 ~~~~~~~~~~~~~~~~~~~
 
 .. code:: python
 
-	mappy.Aligner(fn_idx_in, preset=None, ...)
+	mappy.Aligner(fn_idx_in=None, preset=None, ...)
 
 This constructor accepts the following arguments:
 
 * **fn_idx_in**: index or sequence file name. Minimap2 automatically tests the
   file type. If a sequence file is provided, minimap2 builds an index. The
-  sequence file can be optionally gzip'd.
+  sequence file can be optionally gzip'd. This option has no effect if **seq**
+  is set.
+
+* **seq**: a single sequence to index. The sequence name will be set to
+  :code:`N/A`.
 
 * **preset**: minimap2 preset. Currently, minimap2 supports the following
   presets: **sr** for single-end short reads; **map-pb** for PacBio
@@ -79,17 +83,28 @@ This constructor accepts the following arguments:
 
 * **n_threads**: number of indexing threads; 3 by default
 
-* **fn_idx_out**: name of file to which the index is written
+* **extra_flags**: additional flags defined in minimap.h
+
+* **fn_idx_out**: name of file to which the index is written. This parameter
+  has no effect if **seq** is set.
+
+* **scoring**: scoring system. It is a tuple/list consisting of 4, 6 or 7
+  positive integers. The first 4 elements specify match scoring, mismatch
+  penalty, gap open and gap extension penalty. The 5th and 6th elements, if
+  present, set long-gap open and long-gap extension penalty. The 7th sets a
+  mismatch penalty involving ambiguous bases.
 
 .. code:: python
 
-	mappy.Aligner.map(seq, seq2=None)
+	mappy.Aligner.map(seq, seq2=None, cs=False, MD=False)
 
 This method aligns :code:`seq` against the index. It is a generator, *yielding*
 a series of :code:`mappy.Alignment` objects. If :code:`seq2` is present, mappy
 performs paired-end alignment, assuming the two ends are in the FR orientation.
 Alignments of the two ends can be distinguished by the :code:`read_num` field
-(see Class mappy.Alignment below).
+(see Class mappy.Alignment below). Argument :code:`cs` asks mappy to generate
+the :code:`cs` tag; :code:`MD` is similar. These two arguments might slightly
+degrade performance and are not enabled by default.
 
 .. code:: python
 
@@ -139,6 +154,11 @@ properties:
 * **cigar**: CIGAR returned as an array of shape :code:`(n_cigar,2)`. The two
   numbers give the length and the operator of each CIGAR operation.
 
+* **MD**: the :code:`MD` tag as in the SAM format. It is an empty string unless
+  the :code:`MD` argument is applied when calling :code:`mappy.Aligner.map()`.
+
+* **cs**: the :code:`cs` tag.
+
 An :code:`Alignment` object can be converted to a string with :code:`str()` in
 the following format:
 

python/cmappy.h

@@ -73,13 +73,17 @@ static inline void mm_reset_timer(void)
 extern unsigned char seq_comp_table[256];
 static inline mm_reg1_t *mm_map_aux(const mm_idx_t *mi, const char *seq1, const char *seq2, int *n_regs, mm_tbuf_t *b, const mm_mapopt_t *opt)
 {
+	mm_reg1_t *r;
+
+	Py_BEGIN_ALLOW_THREADS
 	if (seq2 == 0) {
-		return mm_map(mi, strlen(seq1), seq1, n_regs, b, opt, NULL);
+		r = mm_map(mi, strlen(seq1), seq1, n_regs, b, opt, NULL);
 	} else {
 		int _n_regs[2];
 		mm_reg1_t *regs[2];
 		char *seq[2];
 		int i, len[2];
+
 		len[0] = strlen(seq1);
 		len[1] = strlen(seq2);
 		seq[0] = (char*)seq1;
@@ -97,8 +101,11 @@ static inline mm_reg1_t *mm_map_aux(const mm_idx_t *mi, const char *seq1, const
 		regs[0] = (mm_reg1_t*)realloc(regs[0], sizeof(mm_reg1_t) * (*n_regs));
 		memcpy(&regs[0][_n_regs[0]], regs[1], _n_regs[1] * sizeof(mm_reg1_t));
 		free(regs[1]);
-		return regs[0];
+		r = regs[0];
 	}
+	Py_END_ALLOW_THREADS
+
+	return r;
 }
 
 static inline char *mappy_revcomp(int len, const uint8_t *seq)
@@ -119,8 +126,8 @@ static char *mappy_fetch_seq(const mm_idx_t *mi, const char *name, int st, int e
 	*len = 0;
 	rid = mm_idx_name2id(mi, name);
 	if (rid < 0) return 0;
-	if (st >= mi->seq[rid].len || st >= en) return 0;
-	if (en < 0 || en > mi->seq[rid].len)
+	if ((uint32_t)st >= mi->seq[rid].len || st >= en) return 0;
+	if (en < 0 || (uint32_t)en > mi->seq[rid].len)
 		en = mi->seq[rid].len;
 	s = (char*)malloc(en - st + 1);
 	*len = mm_idx_getseq(mi, rid, st, en, (uint8_t*)s);
@@ -130,4 +137,16 @@ static char *mappy_fetch_seq(const mm_idx_t *mi, const char *name, int st, int e
 	return s;
 }
 
+static mm_idx_t *mappy_idx_seq(int w, int k, int is_hpc, int bucket_bits, const char *seq, int len)
+{
+	const char *fake_name = "N/A";
+	char *s;
+	mm_idx_t *mi;
+	s = (char*)calloc(len + 1, 1);
+	memcpy(s, seq, len);
+	mi = mm_idx_str(w, k, is_hpc, bucket_bits, 1, (const char**)&s, (const char**)&fake_name);
+	free(s);
+	return mi;
+}
+
 #endif

python/cmappy.pxd

@@ -40,6 +40,7 @@ cdef extern from "minimap.h":
 		int32_t mid_occ
 		int32_t max_occ
 		int mini_batch_size
+		const char *split_prefix
 
 	int mm_set_opt(char *preset, mm_idxopt_t *io, mm_mapopt_t *mo)
 	int mm_verbose
@@ -86,6 +87,9 @@ cdef extern from "minimap.h":
 
 	mm_tbuf_t *mm_tbuf_init()
 	void mm_tbuf_destroy(mm_tbuf_t *b)
+	void *mm_tbuf_get_km(mm_tbuf_t *b)
+	int mm_gen_cs(void *km, char **buf, int *max_len, const mm_idx_t *mi, const mm_reg1_t *r, const char *seq, int no_iden)
+	int mm_gen_MD(void *km, char **buf, int *max_len, const mm_idx_t *mi, const mm_reg1_t *r, const char *seq)
 
 #
 # Helper header (because it is hard to expose mm_reg1_t with Cython)
@@ -106,6 +110,7 @@ cdef extern from "cmappy.h":
 	void mm_free_reg1(mm_reg1_t *r)
 	mm_reg1_t *mm_map_aux(const mm_idx_t *mi, const char *seq1, const char *seq2, int *n_regs, mm_tbuf_t *b, const mm_mapopt_t *opt)
 	char *mappy_fetch_seq(const mm_idx_t *mi, const char *name, int st, int en, int *l)
+	mm_idx_t *mappy_idx_seq(int w, int k, int is_hpc, int bucket_bits, const char *seq, int l)
 
 	ctypedef struct kstring_t:
 		unsigned l, m

python/mappy.pyx

@@ -14,9 +14,9 @@ cdef class Alignment:
 	cdef int8_t _strand, _trans_strand
 	cdef uint8_t _mapq, _is_primary
 	cdef int _seg_id
-	cdef _ctg, _cigar # these are python objects
+	cdef _ctg, _cigar, _cs, _MD # these are python objects
 
-	def __cinit__(self, ctg, cl, cs, ce, strand, qs, qe, mapq, cigar, is_primary, mlen, blen, NM, trans_strand, seg_id):
+	def __cinit__(self, ctg, cl, cs, ce, strand, qs, qe, mapq, cigar, is_primary, mlen, blen, NM, trans_strand, seg_id, cs_str, MD_str):
 		self._ctg = ctg if isinstance(ctg, str) else ctg.decode()
 		self._ctg_len, self._r_st, self._r_en = cl, cs, ce
 		self._strand, self._q_st, self._q_en = strand, qs, qe
@@ -26,6 +26,8 @@ cdef class Alignment:
 		self._is_primary = is_primary
 		self._trans_strand = trans_strand
 		self._seg_id = seg_id
+		self._cs = cs_str
+		self._MD = MD_str
 
 	@property
 	def ctg(self): return self._ctg
@@ -72,6 +74,12 @@ cdef class Alignment:
 	@property
 	def read_num(self): return self._seg_id + 1
 
+	@property
+	def cs(self): return self._cs
+
+	@property
+	def MD(self): return self._MD
+
 	@property
 	def cigar_str(self):
 		return "".join(map(lambda x: str(x[0]) + 'MIDNSH'[x[1]], self._cigar))
@@ -85,8 +93,10 @@ cdef class Alignment:
 		if self._trans_strand > 0: ts = 'ts:A:+'
 		elif self._trans_strand < 0: ts = 'ts:A:-'
 		else: ts = 'ts:A:.'
-		return "\t".join([str(self._q_st), str(self._q_en), strand, self._ctg, str(self._ctg_len), str(self._r_st), str(self._r_en),
-				str(self._mlen), str(self._blen), str(self._mapq), tp, ts, "cg:Z:" + self.cigar_str])
+		a = [str(self._q_st), str(self._q_en), strand, self._ctg, str(self._ctg_len), str(self._r_st), str(self._r_en),
+			str(self._mlen), str(self._blen), str(self._mapq), tp, ts, "cg:Z:" + self.cigar_str]
+		if self._cs != "": a.append("cs:Z:" + self._cs)
+		return "\t".join(a)
 
 cdef class ThreadBuffer:
 	cdef cmappy.mm_tbuf_t *_b
@@ -102,7 +112,7 @@ cdef class Aligner:
 	cdef cmappy.mm_idxopt_t idx_opt
 	cdef cmappy.mm_mapopt_t map_opt
 
-	def __cinit__(self, fn_idx_in, preset=None, k=None, w=None, min_cnt=None, min_chain_score=None, min_dp_score=None, bw=None, best_n=None, n_threads=3, fn_idx_out=None, max_frag_len=None):
+	def __cinit__(self, fn_idx_in=None, preset=None, k=None, w=None, min_cnt=None, min_chain_score=None, min_dp_score=None, bw=None, best_n=None, n_threads=3, fn_idx_out=None, max_frag_len=None, extra_flags=None, seq=None, scoring=None):
 		cmappy.mm_set_opt(NULL, &self.idx_opt, &self.map_opt) # set the default options
 		if preset is not None:
 			cmappy.mm_set_opt(str.encode(preset), &self.idx_opt, &self.map_opt) # apply preset
@@ -116,17 +126,32 @@ cdef class Aligner:
 		if bw is not None: self.map_opt.bw = bw
 		if best_n is not None: self.map_opt.best_n = best_n
 		if max_frag_len is not None: self.map_opt.max_frag_len = max_frag_len
+		if extra_flags is not None: self.map_opt.flag |= extra_flags
+		if scoring is not None and len(scoring) >= 4:
+			self.map_opt.a, self.map_opt.b = scoring[0], scoring[1]
+			self.map_opt.q, self.map_opt.e = scoring[2], scoring[3]
+			self.map_opt.q2, self.map_opt.e2 = self.map_opt.q, self.map_opt.e
+			if len(scoring) >= 6:
+				self.map_opt.q2, self.map_opt.e2 = scoring[4], scoring[5]
+				if len(scoring) >= 7:
+					self.map_opt.sc_ambi = scoring[6]
 
 		cdef cmappy.mm_idx_reader_t *r;
-		if fn_idx_out is None:
-			r = cmappy.mm_idx_reader_open(str.encode(fn_idx_in), &self.idx_opt, NULL)
+
+		if seq is None:
+			if fn_idx_out is None:
+				r = cmappy.mm_idx_reader_open(str.encode(fn_idx_in), &self.idx_opt, NULL)
+			else:
+				r = cmappy.mm_idx_reader_open(str.encode(fn_idx_in), &self.idx_opt, fn_idx_out)
+			if r is not NULL:
+				self._idx = cmappy.mm_idx_reader_read(r, n_threads) # NB: ONLY read the first part
+				cmappy.mm_idx_reader_close(r)
+				cmappy.mm_mapopt_update(&self.map_opt, self._idx)
+				cmappy.mm_idx_index_name(self._idx)
 		else:
-			r = cmappy.mm_idx_reader_open(str.encode(fn_idx_in), &self.idx_opt, fn_idx_out)
-		if r is not NULL:
-			self._idx = cmappy.mm_idx_reader_read(r, n_threads) # NB: ONLY read the first part
-			cmappy.mm_idx_reader_close(r)
+			self._idx = cmappy.mappy_idx_seq(self.idx_opt.w, self.idx_opt.k, self.idx_opt.flag&1, self.idx_opt.bucket_bits, str.encode(seq), len(seq))
 			cmappy.mm_mapopt_update(&self.map_opt, self._idx)
-			cmappy.mm_idx_index_name(self._idx)
+			self.map_opt.mid_occ = 1000 # don't filter high-occ seeds
 
 	def __dealloc__(self):
 		if self._idx is not NULL:
@@ -135,18 +160,24 @@ cdef class Aligner:
 	def __bool__(self):
 		return (self._idx != NULL)
 
-	def map(self, seq, seq2=None, buf=None, max_frag_len=None):
+	def map(self, seq, seq2=None, buf=None, cs=False, MD=False, max_frag_len=None, extra_flags=None):
 		cdef cmappy.mm_reg1_t *regs
 		cdef cmappy.mm_hitpy_t h
 		cdef ThreadBuffer b
 		cdef int n_regs
+		cdef char *cs_str = NULL
+		cdef int l_cs_str, m_cs_str = 0
+		cdef void *km
 		cdef cmappy.mm_mapopt_t map_opt
+
 		map_opt = self.map_opt
 		if max_frag_len is not None: map_opt.max_frag_len = max_frag_len
+		if extra_flags is not None: map_opt.flag |= extra_flags
 
 		if self._idx is NULL: return None
 		if buf is None: b = ThreadBuffer()
 		else: b = buf
+		km = cmappy.mm_tbuf_get_km(b._b)
 
 		_seq = seq if isinstance(seq, bytes) else seq.encode()
 		if seq2 is None:
@@ -157,13 +188,21 @@ cdef class Aligner:
 
 		for i in range(n_regs):
 			cmappy.mm_reg2hitpy(self._idx, &regs[i], &h)
-			cigar = []
-			for k in range(h.n_cigar32):
+			cigar, _cs, _MD = [], '', ''
+			for k in range(h.n_cigar32): # convert the 32-bit CIGAR encoding to Python array
 				c = h.cigar32[k]
 				cigar.append([c>>4, c&0xf])
-			yield Alignment(h.ctg, h.ctg_len, h.ctg_start, h.ctg_end, h.strand, h.qry_start, h.qry_end, h.mapq, cigar, h.is_primary, h.mlen, h.blen, h.NM, h.trans_strand, h.seg_id)
+			if cs or MD: # generate the cs and/or the MD tag, if requested
+				if cs:
+					l_cs_str = cmappy.mm_gen_cs(km, &cs_str, &m_cs_str, self._idx, &regs[i], _seq, 1)
+					_cs = cs_str[:l_cs_str] if isinstance(cs_str, str) else cs_str[:l_cs_str].decode()
+				if MD:
+					l_cs_str = cmappy.mm_gen_MD(km, &cs_str, &m_cs_str, self._idx, &regs[i], _seq)
+					_MD = cs_str[:l_cs_str] if isinstance(cs_str, str) else cs_str[:l_cs_str].decode()
+			yield Alignment(h.ctg, h.ctg_len, h.ctg_start, h.ctg_end, h.strand, h.qry_start, h.qry_end, h.mapq, cigar, h.is_primary, h.mlen, h.blen, h.NM, h.trans_strand, h.seg_id, _cs, _MD)
 			cmappy.mm_free_reg1(&regs[i])
 		free(regs)
+		free(cs_str)
 
 	def seq(self, str name, int start=0, int end=0x7fffffff):
 		cdef int l

python/minimap2.py

@@ -4,7 +4,7 @@ import sys, getopt
 import mappy as mp
 
 def main(argv):
-	opts, args = getopt.getopt(argv[1:], "x:n:m:k:w:r:")
+	opts, args = getopt.getopt(argv[1:], "x:n:m:k:w:r:c")
 	if len(args) < 2:
 		print("Usage: minimap2.py [options] <ref.fa>|<ref.mmi> <query.fq>")
 		print("Options:")
@@ -14,9 +14,10 @@ def main(argv):
 		print("  -k INT      k-mer length")
 		print("  -w INT      minimizer window length")
 		print("  -r INT      band width")
+		print("  -c          output the cs tag")
 		sys.exit(1)
 
-	preset, min_cnt, min_sc, k, w, bw = None, None, None, None, None, None
+	preset, min_cnt, min_sc, k, w, bw, out_cs = None, None, None, None, None, None, False
 	for opt, arg in opts:
 		if opt == '-x': preset = arg
 		elif opt == '-n': min_cnt = int(arg)
@@ -24,11 +25,12 @@ def main(argv):
 		elif opt == '-r': bw = int(arg)
 		elif opt == '-k': k = int(arg)
 		elif opt == '-w': w = int(arg)
+		elif opt == '-c': out_cs = True
 
 	a = mp.Aligner(args[0], preset=preset, min_cnt=min_cnt, min_chain_score=min_sc, k=k, w=w, bw=bw)
 	if not a: raise Exception("ERROR: failed to load/build index file '{}'".format(args[0]))
 	for name, seq, qual in mp.fastx_read(args[1]): # read one sequence
-		for h in a.map(seq): # traverse hits
+		for h in a.map(seq, cs=out_cs): # traverse hits
 			print('{}\t{}\t{}'.format(name, len(seq), h))
 
 if __name__ == "__main__":

setup.py

@@ -14,16 +14,26 @@ else: # with Cython
 	module_src = 'python/mappy.pyx'
 	cmdclass['build_ext'] = build_ext
 
-import sys
+import sys, platform
+
 sys.path.append('python')
 
+extra_compile_args = ['-DHAVE_KALLOC']
+include_dirs = ["."]
+
+if platform.machine() in ["aarch64", "arm64"]:
+	include_dirs.append("sse2neon/")
+	extra_compile_args.extend(['-ftree-vectorize', '-DKSW_SSE2_ONLY', '-D__SSE2__'])
+else:
+	extra_compile_args.append('-msse4.1') # WARNING: ancient x86_64 CPUs don't have SSE4
+
 def readme():
-    with open('python/README.rst') as f:
-        return f.read()
+	with open('python/README.rst') as f:
+		return f.read()
 
 setup(
 	name = 'mappy',
-	version = '2.11',
+	version = '2.12',
 	url = 'https://github.com/lh3/minimap2',
 	description = 'Minimap2 python binding',
 	long_description = readme(),
@@ -35,12 +45,12 @@ setup(
     ext_modules = [Extension('mappy',
 		sources = [module_src, 'align.c', 'bseq.c', 'chain.c', 'format.c', 'hit.c', 'index.c', 'pe.c', 'options.c',
 				   'ksw2_extd2_sse.c', 'ksw2_exts2_sse.c', 'ksw2_extz2_sse.c', 'ksw2_ll_sse.c',
-				   'kalloc.c', 'kthread.c', 'map.c', 'misc.c', 'sdust.c', 'sketch.c', 'esterr.c'],
+				   'kalloc.c', 'kthread.c', 'map.c', 'misc.c', 'sdust.c', 'sketch.c', 'esterr.c', 'splitidx.c'],
 		depends = ['minimap.h', 'bseq.h', 'kalloc.h', 'kdq.h', 'khash.h', 'kseq.h', 'ksort.h',
 				   'ksw2.h', 'kthread.h', 'kvec.h', 'mmpriv.h', 'sdust.h',
 				   'python/cmappy.h', 'python/cmappy.pxd'],
-		extra_compile_args = ['-DHAVE_KALLOC', '-msse4.1'], # WARNING: ancient x86_64 CPUs don't have SSE4
-		include_dirs = ['.'],
+		extra_compile_args = extra_compile_args,
+		include_dirs = include_dirs,
 		libraries = ['z', 'm', 'pthread'])],
 	classifiers = [
 		'Development Status :: 5 - Production/Stable',

splitidx.c

@@ -0,0 +1,80 @@
+#include <string.h>
+#include <assert.h>
+#include <stdlib.h>
+#include <stdio.h>
+#include "mmpriv.h"
+
+FILE *mm_split_init(const char *prefix, const mm_idx_t *mi)
+{
+	char *fn;
+	FILE *fp;
+	uint32_t i, k = mi->k;
+	fn = (char*)calloc(strlen(prefix) + 10, 1);
+	sprintf(fn, "%s.%.4d.tmp", prefix, mi->index);
+	fp = fopen(fn, "wb");
+	assert(fp);
+	mm_err_fwrite(&k, 4, 1, fp);
+	mm_err_fwrite(&mi->n_seq, 4, 1, fp);
+	for (i = 0; i < mi->n_seq; ++i) {
+		uint8_t l;
+		l = strlen(mi->seq[i].name);
+		mm_err_fwrite(&l, 1, 1, fp);
+		mm_err_fwrite(mi->seq[i].name, 1, l, fp);
+		mm_err_fwrite(&mi->seq[i].len, 4, 1, fp);
+	}
+	free(fn);
+	return fp;
+}
+
+mm_idx_t *mm_split_merge_prep(const char *prefix, int n_splits, FILE **fp, uint32_t *n_seq_part)
+{
+	mm_idx_t *mi = 0;
+	char *fn;
+	int i, j;
+
+	if (n_splits < 1) return 0;
+	fn = CALLOC(char, strlen(prefix) + 10);
+	for (i = 0; i < n_splits; ++i) {
+		sprintf(fn, "%s.%.4d.tmp", prefix, i);
+		if ((fp[i] = fopen(fn, "rb")) == 0) {
+			if (mm_verbose >= 1)
+				fprintf(stderr, "ERROR: failed to open temporary file '%s'\n", fn);
+			for (j = 0; j < i; ++j)
+				fclose(fp[j]);
+			free(fn);
+			return 0;
+		}
+	}
+	free(fn);
+
+	mi = CALLOC(mm_idx_t, 1);
+	for (i = 0; i < n_splits; ++i) {
+		mm_err_fread(&mi->k, 4, 1, fp[i]); // TODO: check if k is all the same
+		mm_err_fread(&n_seq_part[i], 4, 1, fp[i]);
+		mi->n_seq += n_seq_part[i];
+	}
+	mi->seq = CALLOC(mm_idx_seq_t, mi->n_seq);
+	for (i = j = 0; i < n_splits; ++i) {
+		uint32_t k;
+		for (k = 0; k < n_seq_part[i]; ++k, ++j) {
+			uint8_t l;
+			mm_err_fread(&l, 1, 1, fp[i]);
+			mi->seq[j].name = (char*)calloc(l + 1, 1);
+			mm_err_fread(mi->seq[j].name, 1, l, fp[i]);
+			mm_err_fread(&mi->seq[j].len, 4, 1, fp[i]);
+		}
+	}
+	return mi;
+}
+
+void mm_split_rm_tmp(const char *prefix, int n_splits)
+{
+	int i;
+	char *fn;
+	fn = CALLOC(char, strlen(prefix) + 10);
+	for (i = 0; i < n_splits; ++i) {
+		sprintf(fn, "%s.%.4d.tmp", prefix, i);
+		remove(fn);
+	}
+	free(fn);
+}