added two more filters

Its use in minimap2 didn't trigger the bug, so the older minimap2 is still ok.

FAQ.md

@@ -0,0 +1,46 @@
+#### 1. Alignment different with option `-a` or `-c`?
+
+Without `-a`, `-c` or `--cs`, minimap2 only finds *approximate* mapping
+locations without detailed base alignment. In particular, the start and end
+positions of the alignment are impricise. With one of those options, minimap2
+will perform base alignment, which is generally more accurate but is much
+slower.
+
+#### 2. How to map Illumina short reads to noisy long reads?
+
+No good solutions. The better approach is to assemble short reads into contigs
+and then map noisy reads to contigs.
+
+#### 3. The output SAM doesn't have a header.
+
+By default, minimap2 indexes 4 billion reference bases (4Gb) in a batch and map
+all reads against each reference batch. Given a reference longer than 4Gb,
+minimap2 is unable to see all the sequences and thus can't produce a correct
+SAM header. In this case, minimap2 doesn't output any SAM header. There are two
+solutions to this issue. First, you may increase option `-I` to, for example,
+`-I8g` to index more reference bases in a batch. This is preferred if your
+machine has enough memory. Second, if your machines doesn't have enough memory
+to hold the reference index, you can use the `--split-prefix` option in a
+command line like:
+```sh
+minimap2 -ax map-ont --split-prefix=tmp ref.fa reads.fq
+```
+This second approach uses less memory, but it is slower and requires temporary
+disk space.
+
+#### 4. The output SAM is malformatted.
+
+This typically happens when you use nohup to wrap a minimap2 command line.
+Nohup is discouraged as it breaks piping. If you have to use nohup, please
+specify an output file with option `-o`.
+
+#### 5. How to output one alignment per read?
+
+You can use `--secondary=no` to suppress secondary alignments (aka multiple
+mappings), but you can't suppress supplementary alignment (aka split or
+chimeric alignment) this way. You can use samtools to filter out these
+alignments:
+```sh
+minimap2 -ax map-out ref.fa reads.fq | samtools view -F0x900
+```
+However, this is discouraged as supplementary alignment is informative.

LICENSE.txt

@@ -1,6 +1,7 @@
 The MIT License
 
-Copyright (c) 2017 Broad Institute, Inc.
+Copyright (c) 2018-     Dana-Farber Cancer Institute
+              2017-2018 Broad Institute, Inc.
 
 Permission is hereby granted, free of charge, to any person obtaining
 a copy of this software and associated documentation files (the

MANIFEST.in

@@ -1,9 +1,9 @@
 include *.h
 include Makefile
 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

@@ -1,21 +1,25 @@
-CFLAGS=		-g -Wall -O2 -Wc++-compat
+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
 
-ifeq ($(arm_neon),)
-ifeq ($(sse2only),)
+ifeq ($(arm_neon),) # if arm_neon is not defined
+ifeq ($(sse2only),) # if sse2only is not defined
 	OBJS+=ksw2_extz2_sse41.o ksw2_extd2_sse41.o ksw2_exts2_sse41.o ksw2_extz2_sse2.o ksw2_extd2_sse2.o ksw2_exts2_sse2.o ksw2_dispatch.o
-else
+else                # if sse2only is defined
 	OBJS+=ksw2_extz2_sse.o ksw2_extd2_sse.o ksw2_exts2_sse.o
 endif
-else
-    OBJS+=ksw2_extz2_neon.o ksw2_extd2_neon.o ksw2_exts2_neon.o
-    CFLAGS+=-D_FILE_OFFSET_BITS=64 -mfpu=neon -fsigned-char
-    INCLUDES+=-I sse2neon
+else				# if arm_neon is defined
+	OBJS+=ksw2_extz2_neon.o ksw2_extd2_neon.o ksw2_exts2_neon.o
+    INCLUDES+=-Isse2neon
+ifeq ($(aarch64),)	#if aarch64 is not defined
+	CFLAGS+=-D_FILE_OFFSET_BITS=64 -mfpu=neon -fsigned-char
+else				#if aarch64 is defined
+	CFLAGS+=-D_FILE_OFFSET_BITS=64 -fsigned-char
+endif
 endif
 
 .PHONY:all extra clean depend
@@ -28,8 +32,8 @@ all:$(PROG)
 
 extra:all $(PROG_EXTRA)
 
-minimap2:main.o getopt.o libminimap2.a
-		$(CC) $(CFLAGS) main.o getopt.o -o $@ -L. -lminimap2 $(LIBS)
+minimap2:main.o libminimap2.a
+		$(CC) $(CFLAGS) main.o -o $@ -L. -lminimap2 $(LIBS)
 
 minimap2-lite:example.o libminimap2.a
 		$(CC) $(CFLAGS) $< -o $@ -L. -lminimap2 $(LIBS)
@@ -37,31 +41,36 @@ minimap2-lite:example.o libminimap2.a
 libminimap2.a:$(OBJS)
 		$(AR) -csru $@ $(OBJS)
 
-sdust:sdust.c getopt.o kalloc.o kalloc.h kdq.h kvec.h kseq.h sdust.h
-		$(CC) -D_SDUST_MAIN $(CFLAGS) $< getopt.o kalloc.o -o $@ -lz
+sdust:sdust.c kalloc.o kalloc.h kdq.h kvec.h kseq.h ketopt.h sdust.h
+		$(CC) -D_SDUST_MAIN $(CFLAGS) $< kalloc.o -o $@ -lz
 
 # SSE-specific targets on x86/x86_64
 
+ifeq ($(arm_neon),)   # if arm_neon is defined, compile this target with the default setting (i.e. no -msse2)
+ksw2_ll_sse.o:ksw2_ll_sse.c ksw2.h kalloc.h
+		$(CC) -c $(CFLAGS) -msse2 $(CPPFLAGS) $(INCLUDES) $< -o $@
+endif
+
 ksw2_extz2_sse41.o:ksw2_extz2_sse.c ksw2.h kalloc.h
-		$(CC) -c -msse4 $(CFLAGS) $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
+		$(CC) -c $(CFLAGS) -msse4.1 $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
 
 ksw2_extz2_sse2.o:ksw2_extz2_sse.c ksw2.h kalloc.h
-		$(CC) -c $(CFLAGS) $(CPPFLAGS) -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY $(INCLUDES) $< -o $@
+		$(CC) -c $(CFLAGS) -msse2 -mno-sse4.1 $(CPPFLAGS) -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY $(INCLUDES) $< -o $@
 
 ksw2_extd2_sse41.o:ksw2_extd2_sse.c ksw2.h kalloc.h
-		$(CC) -c -msse4 $(CFLAGS) $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
+		$(CC) -c $(CFLAGS) -msse4.1 $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
 
 ksw2_extd2_sse2.o:ksw2_extd2_sse.c ksw2.h kalloc.h
-		$(CC) -c $(CFLAGS) $(CPPFLAGS) -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY $(INCLUDES) $< -o $@
+		$(CC) -c $(CFLAGS) -msse2 -mno-sse4.1 $(CPPFLAGS) -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY $(INCLUDES) $< -o $@
 
 ksw2_exts2_sse41.o:ksw2_exts2_sse.c ksw2.h kalloc.h
-		$(CC) -c -msse4 $(CFLAGS) $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
+		$(CC) -c $(CFLAGS) -msse4.1 $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
 
 ksw2_exts2_sse2.o:ksw2_exts2_sse.c ksw2.h kalloc.h
-		$(CC) -c $(CFLAGS) $(CPPFLAGS) -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY $(INCLUDES) $< -o $@
+		$(CC) -c $(CFLAGS) -msse2 -mno-sse4.1 $(CPPFLAGS) -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY $(INCLUDES) $< -o $@
 
 ksw2_dispatch.o:ksw2_dispatch.c ksw2.h
-		$(CC) -c $(CFLAGS) $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
+		$(CC) -c $(CFLAGS) -msse4.1 $(CPPFLAGS) -DKSW_CPU_DISPATCH $(INCLUDES) $< -o $@
 
 # NEON-specific targets on ARM
 
@@ -90,7 +99,6 @@ chain.o: minimap.h mmpriv.h bseq.h kalloc.h
 esterr.o: mmpriv.h minimap.h bseq.h
 example.o: minimap.h kseq.h
 format.o: kalloc.h mmpriv.h minimap.h bseq.h
-getopt.o: getopt.h
 hit.o: mmpriv.h minimap.h bseq.h kalloc.h khash.h
 index.o: kthread.h bseq.h minimap.h mmpriv.h kvec.h kalloc.h khash.h
 kalloc.o: kalloc.h
@@ -99,11 +107,12 @@ ksw2_exts2_sse.o: ksw2.h kalloc.h
 ksw2_extz2_sse.o: ksw2.h kalloc.h
 ksw2_ll_sse.o: ksw2.h kalloc.h
 kthread.o: kthread.h
-main.o: bseq.h minimap.h mmpriv.h getopt.h
+main.o: bseq.h minimap.h mmpriv.h ketopt.h
 map.o: kthread.h kvec.h kalloc.h sdust.h mmpriv.h minimap.h bseq.h khash.h
 map.o: ksort.h
 misc.o: mmpriv.h minimap.h bseq.h ksort.h
 options.o: mmpriv.h minimap.h bseq.h
 pe.o: mmpriv.h minimap.h bseq.h kvec.h kalloc.h ksort.h
-sdust.o: kalloc.h kdq.h kvec.h sdust.h
+sdust.o: kalloc.h kdq.h kvec.h ketopt.h sdust.h
 sketch.o: kvec.h kalloc.h mmpriv.h minimap.h bseq.h
+splitidx.o: mmpriv.h minimap.h bseq.h

NEWS.md

@@ -1,3 +1,291 @@
+Release 2.17-r941 (4 May 2019)
+------------------------------
+
+Changes since the last release:
+
+ * Fixed flawed CIGARs like `5I6D7I` (#392).
+
+ * Bugfix: TLEN should be 0 when either end is unmapped (#373 and #365).
+
+ * Bugfix: mappy is unable to write index (#372).
+
+ * Added option `--junc-bed` to load known gene annotations in the BED12
+   format. Minimap2 prefers annotated junctions over novel junctions (#197 and
+   #348). GTF can be converted to BED12 with `paftools.js gff2bed`.
+
+ * Added option `--sam-hit-only` to suppress unmapped hits in SAM (#377).
+
+ * Added preset `splice:hq` for high-quality CCS or mRNA sequences. It applies
+   better scoring and improves the sensitivity to small exons. This preset may
+   introduce false small introns, but the overall accuracy should be higher.
+
+This version produces nearly identical alignments to v2.16, except for CIGARs
+affected by the bug mentioned above.
+
+(2.17: 5 May 2019, r941)
+
+
+
+Release 2.16-r922 (28 February 2019)
+------------------------------------
+
+This release is 50% faster for mapping ultra-long nanopore reads at comparable
+accuracy. For short-read mapping, long-read overlapping and ordinary long-read
+mapping, the performance and accuracy remain similar. This speedup is achieved
+with a new heuristic to limit the number of chaining iterations (#324). Users
+can disable the heuristic by increasing a new option `--max-chain-iter` to a
+huge number.
+
+Other changes to minimap2:
+
+ * Implemented option `--paf-no-hit` to output unmapped query sequences in PAF.
+   The strand and reference name columns are both `*` at an unmapped line. The
+   hidden option is available in earlier minimap2 but had a different 2-column
+   output format instead of PAF.
+
+ * Fixed a bug that leads to wrongly calculated `de` tags when ambiguous bases
+   are involved (#309). This bug only affects v2.15.
+
+ * Fixed a bug when parsing command-line option `--splice` (#344). This bug was
+   introduced in v2.13.
+
+ * Fixed two division-by-zero cases (#326). They don't affect final alignments
+   because the results of the divisions are not used in both case.
+
+ * Added an option `-o` to output alignments to a specified file. It is still
+   recommended to use UNIX pipes for on-the-fly conversion or compression.
+
+ * Output a new `rl` tag to give the length of query regions harboring
+   repetitive seeds.
+
+Changes to paftool.js:
+
+ * Added a new option to convert the MD tag to the long form of the cs tag.
+
+Changes to mappy:
+
+ * Added the `mappy.Aligner.seq_names` method to return sequence names (#312).
+
+For NA12878 ultra-long reads, this release changes the alignments of <0.1% of
+reads in comparison to v2.15. All these reads have highly fragmented alignments
+and are likely to be problematic anyway. For shorter or well aligned reads,
+this release should produce mostly identical alignments to v2.15.
+
+(2.16: 28 February 2019, r922)
+
+
+
+Release 2.15-r905 (10 January 2019)
+-----------------------------------
+
+Changes to minimap2:
+
+ * Fixed a rare segmentation fault when option -H is in use (#307). This may
+   happen when there are very long homopolymers towards the 5'-end of a read.
+
+ * Fixed wrong CIGARs when option --eqx is used (#266).
+
+ * Fixed a typo in the base encoding table (#264). This should have no
+   practical effect.
+
+ * Fixed a typo in the example code (#265).
+
+ * Improved the C++ compatibility by removing "register" (#261). However,
+   minimap2 still can't be compiled in the pedantic C++ mode (#306).
+
+ * Output a new "de" tag for gap-compressed sequence divergence.
+
+Changes to paftools.js:
+
+ * Added "asmgene" to evaluate the completeness of an assembly by measuring the
+   uniquely mapped single-copy genes. This command learns the idea of BUSCO.
+
+ * Added "vcfpair" to call a phased VCF from phased whole-genome assemblies. An
+   earlier version of this script is used to produce the ground truth for the
+   syndip benchmark [PMID:30013044].
+
+This release produces identical alignment coordinates and CIGARs in comparison
+to v2.14. Users are advised to upgrade due to the several bug fixes.
+
+(2.15: 10 Janurary 2019, r905)
+
+
+
+Release 2.14-r883 (5 November 2018)
+-----------------------------------
+
+Notable changes:
+
+ * Fixed two minor bugs caused by typos (#254 and #266).
+
+ * Fixed a bug that made minimap2 abort when --eqx was used together with --MD
+   or --cs (#257).
+
+ * Added --cap-sw-mem to cap the size of DP matrices (#259). Base alignment may
+   take a lot of memory in the splicing mode. This may lead to issues when we
+   run minimap2 on a cluster with a hard memory limit. The new option avoids
+   unlimited memory usage at the cost of missing a few long introns.
+
+ * Conforming to C99 and C11 when possible (#261).
+
+ * Warn about malformatted FASTA or FASTQ (#252 and #255).
+
+This release occasionally produces base alignments different from v2.13. The
+overall alignment accuracy remain similar.
+
+(2.14: 5 November 2018, r883)
+
+
+
+Release 2.13-r850 (11 October 2018)
+-----------------------------------
+
+Changes to minimap2:
+
+ * Fixed wrongly formatted SAM when -L is in use (#231 and #233).
+
+ * Fixed an integer overflow in rare cases.
+
+ * Added --hard-mask-level to fine control split alignments (#244).
+
+ * Made --MD work with spliced alignment (#139).
+
+ * Replaced musl's getopt with ketopt for portability.
+
+ * Log peak memory usage on exit.
+
+This release should produce alignments identical to v2.12 and v2.11.
+
+(2.13: 11 October 2018, r850)
+
+
+
+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)
+--------------------------------
+
+Changes to minimap2:
+
+ * Improved alignment accuracy in low-complexity regions for SV calling. Thank
+   @armintoepfer for multiple offline examples.
+
+ * Added option --eqx to encode sequence match/mismatch with the =/X CIGAR
+   operators (#156, #157 and #175).
+
+ * When compiled with VC++, minimap2 generated wrong alignments due to a
+   comparison between a signed integer and an unsigned integer (#184). Also
+   fixed warnings reported by "clang -Wextra".
+
+ * Fixed incorrect anchor filtering due to a missing 64- to 32-bit cast.
+
+ * Fixed incorrect mapping quality for inversions (#148).
+
+ * Fixed incorrect alignment involving ambiguous bases (#155).
+
+ * Fixed incorrect presets: option `-r 2000` is intended to be used with
+   ava-ont, not ava-pb. The bug was introduced in 2.10.
+
+ * Fixed a bug when --for-only/--rev-only is used together with --sr or
+   --heap-sort=yes (#166).
+
+ * Fixed option -Y that was not working in the previous releases.
+
+ * Added option --lj-min-ratio to fine control the alignment of long gaps
+   found by the "long-join" heuristic (#128).
+
+ * Exposed `mm_idx_is_idx`, `mm_idx_load` and `mm_idx_dump` C APIs (#177).
+   Also fixed a bug when indexing without reference names (this feature is not
+   exposed to the command line).
+
+Changes to mappy:
+
+ * Added `__version__` (#165).
+
+ * Exposed the maximum fragment length parameter to mappy (#174).
+
+Changes to paftools:
+
+ * Don't crash when there is no "cg" tag (#153).
+
+ * Fixed wrong coverage report by "paftools.js call" (#145).
+
+This version may produce slightly different base-level alignment. The overall
+alignment statistics should remain similar.
+
+(2.11: 20 June 2018, r797)
+
+
+
+Release 2.10-r761 (27 March 2018)
+---------------------------------
+
+Changes to minimap2:
+
+ * Optionally output the MD tag for compatibility with existing tools (#63,
+   #118 and #137).
+
+ * Use SSE compiler flags more precisely to prevent compiling errors on certain
+   machines (#127).
+
+ * Added option --min-occ-floor to set a minimum occurrence threshold. Presets
+   intended for assembly-to-reference alignment set this option to 100. This
+   option alleviates issues with regions having high copy numbers (#107).
+
+ * Exit with non-zero code on file writing errors (e.g. disk full; #103 and
+   #132).
+
+ * Added option -y to copy FASTA/FASTQ comments in query sequences to the
+   output (#136).
+
+ * Added the asm20 preset for alignments between genomes at 5-10% sequence
+   divergence.
+
+ * Changed the band-width in the ava-ont preset from 500 to 2000. Oxford
+   Nanopore reads may contain long deletion sequencing errors that break
+   chaining.
+
+Changes to mappy, the Python binding:
+
+ * Fixed a typo in Align.seq() (#126).
+
+Changes to paftools.js, the companion script:
+
+ * Command sam2paf now converts the MD tag to cs.
+
+ * Support VCF output for assembly-to-reference variant calling (#109).
+
+This version should produce identical alignment for read overlapping, RNA-seq
+read mapping, and genomic read mapping. We have also added a cook book to show
+the variety uses of minimap2 on real datasets. Please see cookbook.md in the
+minimap2 source code directory.
+
+(2.10: 27 March 2017, r761)
+
+
+
 Release 2.9-r720 (23 February 2018)
 -----------------------------------
 

README.md

@@ -9,14 +9,16 @@ cd minimap2 && make
 # long sequences against a reference genome
 ./minimap2 -a test/MT-human.fa test/MT-orang.fa > test.sam
 # create an index first and then map
-./minimap2 -d MT-human.mmi test/MT-human.fa
-./minimap2 -a MT-human.mmi test/MT-orang.fa > test.sam
+./minimap2 -x map-ont -d MT-human-ont.mmi test/MT-human.fa
+./minimap2 -a MT-human-ont.mmi test/MT-orang.fa > test.sam
 # use presets (no test data)
 ./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 asm20 ref.fa pacbio-ccs.fq.gz > aln.sam    # PacBio CCS 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:hq -uf 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
@@ -61,16 +63,16 @@ mainstream long-read mappers such as BLASR, BWA-MEM, NGMLR and GMAP. It is more
 accurate on simulated long reads and produces biologically meaningful alignment
 ready for downstream analyses. For >100bp Illumina short reads, minimap2 is
 three times as fast as BWA-MEM and Bowtie2, and as accurate on simulated data.
-Detailed evaluations are available from the [minimap2 preprint][preprint].
+Detailed evaluations are available from the [minimap2 paper][doi] or the
+[preprint][preprint].
 
 ### <a name="install"></a>Installation
 
 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/v2.9/minimap2-2.9_x64-linux.tar.bz2 \
-  | tar -jxvf -
-./minimap2-2.9_x64-linux/minimap2
+curl -L https://github.com/lh3/minimap2/releases/download/v2.17/minimap2-2.17_x64-linux.tar.bz2 | tar -jxvf -
+./minimap2-2.17_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
@@ -78,7 +80,7 @@ directory to compile. If you see compilation errors, try `make sse2only=1`
 to disable SSE4 code, which will make minimap2 slightly slower.
 
 Minimap2 also works with ARM CPUs supporting the NEON instruction sets. To
-compile, use `make arm_neon=1`.
+compile for 32 bit ARM architectures (such as ARMv7), use `make arm_neon=1`. To compile for for 64 bit ARM architectures (such as ARMv8), use `make arm_neon=1 aarch64=1`.
 
 ### <a name="general"></a>General usage
 
@@ -137,7 +139,7 @@ Nanopore reads.
 #### <a name="map-long-splice"></a>Map long mRNA/cDNA reads
 
 ```sh
-minimap2 -ax splice -uf ref.fa iso-seq.fq > aln.sam          # PacBio Iso-seq/traditional cDNA
+minimap2 -ax splice:hq -uf ref.fa iso-seq.fq > aln.sam       # PacBio Iso-seq/traditional cDNA
 minimap2 -ax splice ref.fa nanopore-cdna.fa > aln.sam        # Nanopore 2D cDNA-seq
 minimap2 -ax splice -uf -k14 ref.fa direct-rna.fq > aln.sam  # Nanopore Direct RNA-seq
 minimap2 -ax splice --splice-flank=no SIRV.fa SIRV-seq.fa    # mapping against SIRV control
@@ -229,7 +231,7 @@ sorting) still work with such BAM records; tools that read CIGAR will
 effectively ignore these records. It has been decided that future tools will
 will seamlessly recognize long-cigar records generated by option `-L`.
 
-**TD;DR**: if you work with ultra-long reads and use tools that only process
+**TL;DR**: if you work with ultra-long reads and use tools that only process
 BAM files, please add option `-L`.
 
 #### <a name="cs"></a>The cs optional tag
@@ -254,7 +256,9 @@ similar to the `MD` SAM tag but is standalone and easier to parse.
 If `--cs=long` is used, the `cs` string also contains identical sequences in
 the alignment. The above example will become
 `=CGATCG-ata=AATAGAGTAG+gtc=GAAT*at=GCA`. The long form of `cs` encodes both
-reference and query sequences in one string.
+reference and query sequences in one string. The `cs` tag also encodes intron
+positions and splicing signals (see the [minimap2 manpage][manpage-cs] for
+details).
 
 #### <a name="paftools"></a>Working with the PAF format
 
@@ -311,15 +315,17 @@ highlighted in bold. The description may help to tune minimap2 parameters.
 ### <a name="help"></a>Getting help
 
 Manpage [minimap2.1][manpage] provides detailed description of minimap2
-command line options and optional tags. If you encounter bugs or have further
-questions or requests, you can raise an issue at the [issue page][issue].
-There is not a specific mailing list for the time being.
+command line options and optional tags. The [FAQ](FAQ.md) page answers several
+frequently asked questions. If you encounter bugs or have further questions or
+requests, you can raise an issue at the [issue page][issue].  There is not a
+specific mailing list for the time being.
 
 ### <a name="cite"></a>Citing minimap2
 
-If you use minimap2 in your work, please consider to cite:
+If you use minimap2 in your work, please cite:
 
-> Li, H. (2017). Minimap2: fast pairwise alignment for long nucleotide sequences. [arXiv:1708.01492][preprint]
+> Li, H. (2018). Minimap2: pairwise alignment for nucleotide sequences.
+> *Bioinformatics*, **34**:3094-3100. [doi:10.1093/bioinformatics/bty191][doi]
 
 ## <a name="dguide"></a>Developers' Guide
 
@@ -346,6 +352,12 @@ mappy` or [from BioConda][mappyconda] via `conda install -c bioconda mappy`.
   possible to add non-SIMD support, but it would make minimap2 slower by
   several times.
 
+* Minimap2 does not work with a single query or database sequence ~2
+  billion bases or longer (2,147,483,647 to be exact). The total length of all
+  sequences can well exceed this threshold.
+
+* Minimap2 often misses small exons.
+
 
 
 [paf]: https://github.com/lh3/miniasm/blob/master/PAF.md
@@ -362,3 +374,5 @@ mappy` or [from BioConda][mappyconda] via `conda install -c bioconda mappy`.
 [issue]: https://github.com/lh3/minimap2/issues
 [k8]: https://github.com/attractivechaos/k8
 [manpage]: https://lh3.github.io/minimap2/minimap2.html
+[manpage-cs]: https://lh3.github.io/minimap2/minimap2.html#10
+[doi]: https://doi.org/10.1093/bioinformatics/bty191

align.c

@@ -6,18 +6,19 @@
 #include "mmpriv.h"
 #include "ksw2.h"
 
-static void ksw_gen_simple_mat(int m, int8_t *mat, int8_t a, int8_t b)
+static void ksw_gen_simple_mat(int m, int8_t *mat, int8_t a, int8_t b, int8_t sc_ambi)
 {
 	int i, j;
 	a = a < 0? -a : a;
 	b = b > 0? -b : b;
+	sc_ambi = sc_ambi > 0? -sc_ambi : sc_ambi;
 	for (i = 0; i < m - 1; ++i) {
 		for (j = 0; j < m - 1; ++j)
 			mat[i * m + j] = i == j? a : b;
-		mat[i * m + m - 1] = 0;
+		mat[i * m + m - 1] = sc_ambi;
 	}
 	for (j = 0; j < m; ++j)
-		mat[(m - 1) * m + j] = 0;
+		mat[(m - 1) * m + j] = sc_ambi;
 }
 
 static inline void mm_seq_rev(uint32_t len, uint8_t *seq)
@@ -90,7 +91,8 @@ static int mm_test_zdrop(void *km, const mm_mapopt_t *opt, const uint8_t *qseq,
 static void mm_fix_cigar(mm_reg1_t *r, const uint8_t *qseq, const uint8_t *tseq, int *qshift, int *tshift)
 {
 	mm_extra_t *p = r->p;
-	int32_t k, toff = 0, qoff = 0, to_shrink = 0;
+	int32_t toff = 0, qoff = 0, to_shrink = 0;
+	uint32_t k;
 	*qshift = *tshift = 0;
 	if (p->n_cigar <= 1) return;
 	for (k = 0; k < p->n_cigar; ++k) { // indel left alignment
@@ -121,6 +123,25 @@ static void mm_fix_cigar(mm_reg1_t *r, const uint8_t *qseq, const uint8_t *tseq,
 		}
 	}
 	assert(qoff == r->qe - r->qs && toff == r->re - r->rs);
+	for (k = 0; k < p->n_cigar - 2; ++k) { // fix CIGAR like 5I6D7I
+		if ((p->cigar[k]&0xf) > 0 && (p->cigar[k]&0xf) + (p->cigar[k+1]&0xf) == 3) {
+			uint32_t l, s[3] = {0,0,0};
+			for (l = k; l < p->n_cigar; ++l) { // count number of adjacent I and D
+				uint32_t op = p->cigar[l]&0xf;
+				if (op == 1 || op == 2 || p->cigar[l]>>4 == 0)
+					s[op] += p->cigar[l] >> 4;
+				else break;
+			}
+			if (s[1] > 0 && s[2] > 0 && l - k > 2) { // turn to a single I and a single D
+				p->cigar[k]   = s[1]<<4|1;
+				p->cigar[k+1] = s[2]<<4|2;
+				for (k += 2; k < l; ++k)
+					p->cigar[k] &= 0xf;
+				to_shrink = 1;
+			}
+			k = l;
+		}
+	}
 	if (to_shrink) { // squeeze out zero-length operations
 		int32_t l = 0;
 		for (k = 0; k < p->n_cigar; ++k) // squeeze out zero-length operations
@@ -145,10 +166,81 @@ static void mm_fix_cigar(mm_reg1_t *r, const uint8_t *qseq, const uint8_t *tseq,
 	}
 }
 
-static void mm_update_extra(mm_reg1_t *r, const uint8_t *qseq, const uint8_t *tseq, const int8_t *mat, int8_t q, int8_t e)
+static void mm_update_cigar_eqx(mm_reg1_t *r, const uint8_t *qseq, const uint8_t *tseq) // written by @armintoepfer
 {
-	uint32_t k, l, toff = 0, qoff = 0;
-	int32_t s = 0, max = 0, qshift, tshift;
+	uint32_t n_EQX = 0;
+	uint32_t k, l, m, cap, toff = 0, qoff = 0, n_M = 0;
+	mm_extra_t *p;
+	if (r->p == 0) return;
+	for (k = 0; k < r->p->n_cigar; ++k) {
+		uint32_t op = r->p->cigar[k]&0xf, len = r->p->cigar[k]>>4;
+		if (op == 0) {
+			while (len > 0) {
+				for (l = 0; l < len && qseq[qoff + l] == tseq[toff + l]; ++l) {} // run of "="; TODO: N<=>N is converted to "="
+				if (l > 0) { ++n_EQX; len -= l; toff += l; qoff += l; }
+
+				for (l = 0; l < len && qseq[qoff + l] != tseq[toff + l]; ++l) {} // run of "X"
+				if (l > 0) { ++n_EQX; len -= l; toff += l; qoff += l; }
+			}
+			++n_M;
+		} else if (op == 1) { // insertion
+			qoff += len;
+		} else if (op == 2) { // deletion
+			toff += len;
+		} else if (op == 3) { // intron
+			toff += len;
+		}
+	}
+	// update in-place if we can
+	if (n_EQX == n_M) {
+		for (k = 0; k < r->p->n_cigar; ++k) {
+			uint32_t op = r->p->cigar[k]&0xf, len = r->p->cigar[k]>>4;
+			if (op == 0) r->p->cigar[k] = len << 4 | 7;
+		}
+		return;
+	}
+	// allocate new storage
+	cap = r->p->n_cigar + (n_EQX - n_M) + sizeof(mm_extra_t);
+	kroundup32(cap);
+	p = (mm_extra_t*)calloc(cap, 4);
+	memcpy(p, r->p, sizeof(mm_extra_t));
+	p->capacity = cap;
+	// update cigar while copying
+	toff = qoff = m = 0;
+	for (k = 0; k < r->p->n_cigar; ++k) {
+		uint32_t op = r->p->cigar[k]&0xf, len = r->p->cigar[k]>>4;
+		if (op == 0) { // match/mismatch
+			while (len > 0) {
+				// match
+				for (l = 0; l < len && qseq[qoff + l] == tseq[toff + l]; ++l) {}
+				if (l > 0) p->cigar[m++] = l << 4 | 7;
+				len -= l;
+				toff += l, qoff += l;
+				// mismatch
+				for (l = 0; l < len && qseq[qoff + l] != tseq[toff + l]; ++l) {}
+				if (l > 0) p->cigar[m++] = l << 4 | 8;
+				len -= l;
+				toff += l, qoff += l;
+			}
+			continue;
+		} else if (op == 1) { // insertion
+			qoff += len;
+		} else if (op == 2) { // deletion
+			toff += len;
+		} else if (op == 3) { // intron
+			toff += len;
+		}
+		p->cigar[m++] = r->p->cigar[k];
+	}
+	p->n_cigar = m;
+	free(r->p);
+	r->p = p;
+}
+
+static void mm_update_extra(mm_reg1_t *r, const uint8_t *qseq, const uint8_t *tseq, const int8_t *mat, int8_t q, int8_t e, int is_eqx)
+{
+	uint32_t k, l;
+	int32_t s = 0, max = 0, qshift, tshift, toff = 0, qoff = 0;
 	mm_extra_t *p = r->p;
 	if (p == 0) return;
 	mm_fix_cigar(r, qseq, tseq, &qshift, &tshift);
@@ -190,6 +282,7 @@ static void mm_update_extra(mm_reg1_t *r, const uint8_t *qseq, const uint8_t *ts
 	}
 	p->dp_max = max;
 	assert(qoff == r->qe - r->qs && toff == r->re - r->rs);
+	if (is_eqx) mm_update_cigar_eqx(r, qseq, tseq); // NB: it has to be called here as changes to qseq and tseq are not returned
 }
 
 static void mm_append_cigar(mm_reg1_t *r, uint32_t n_cigar, uint32_t *cigar) // TODO: this calls the libc realloc()
@@ -197,12 +290,12 @@ 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);
+		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);
 	}
@@ -217,7 +310,7 @@ static void mm_append_cigar(mm_reg1_t *r, uint32_t n_cigar, uint32_t *cigar) //
 	}
 }
 
-static void mm_align_pair(void *km, const mm_mapopt_t *opt, int qlen, const uint8_t *qseq, int tlen, const uint8_t *tseq, const int8_t *mat, int w, int end_bonus, int zdrop, int flag, ksw_extz_t *ez)
+static void mm_align_pair(void *km, const mm_mapopt_t *opt, int qlen, const uint8_t *qseq, int tlen, const uint8_t *tseq, const uint8_t *junc, const int8_t *mat, int w, int end_bonus, int zdrop, int flag, ksw_extz_t *ez)
 {
 	if (mm_dbg_flag & MM_DBG_PRINT_ALN_SEQ) {
 		int i;
@@ -227,8 +320,11 @@ static void mm_align_pair(void *km, const mm_mapopt_t *opt, int qlen, const uint
 		for (i = 0; i < qlen; ++i) fputc("ACGTN"[qseq[i]], stderr);
 		fputc('\n', stderr);
 	}
-	if (opt->flag & MM_F_SPLICE)
-		ksw_exts2_sse(km, qlen, qseq, tlen, tseq, 5, mat, opt->q, opt->e, opt->q2, opt->noncan, zdrop, flag, ez);
+	if (opt->max_sw_mat > 0 && (int64_t)tlen * qlen > opt->max_sw_mat) {
+		ksw_reset_extz(ez);
+		ez->zdropped = 1;
+	} else if (opt->flag & MM_F_SPLICE)
+		ksw_exts2_sse(km, qlen, qseq, tlen, tseq, 5, mat, opt->q, opt->e, opt->q2, opt->noncan, zdrop, opt->junc_bonus, flag, junc, ez);
 	else if (opt->q == opt->q2 && opt->e == opt->e2)
 		ksw_extz2_sse(km, qlen, qseq, tlen, tseq, 5, mat, opt->q, opt->e, w, zdrop, end_bonus, flag, ez);
 	else
@@ -268,20 +364,30 @@ static inline void mm_adjust_minier(const mm_idx_t *mi, uint8_t *const qseq0[2],
 	}
 }
 
-static void mm_filter_bad_seeds(void *km, int as1, int cnt1, mm128_t *a, int min_gap, int diff_thres, int max_ext_len, int max_ext_cnt)
+static int *collect_long_gaps(void *km, int as1, int cnt1, mm128_t *a, int min_gap, int *n_)
 {
-	int max_st, max_en, n, i, k, max, *K;
+	int i, n, *K;
+	*n_ = 0;
 	for (i = 1, n = 0; i < cnt1; ++i) { // count the number of gaps longer than min_gap
 		int gap = ((int32_t)a[as1 + i].y - a[as1 + i - 1].y) - ((int32_t)a[as1 + i].x - a[as1 + i - 1].x);
 		if (gap < -min_gap || gap > min_gap) ++n;
 	}
-	if (n <= 1) return;
+	if (n <= 1) return 0;
 	K = (int*)kmalloc(km, n * sizeof(int));
 	for (i = 1, n = 0; i < cnt1; ++i) { // store the positions of long gaps
 		int gap = ((int32_t)a[as1 + i].y - a[as1 + i - 1].y) - ((int32_t)a[as1 + i].x - a[as1 + i - 1].x);
 		if (gap < -min_gap || gap > min_gap)
 			K[n++] = i;
 	}
+	*n_ = n;
+	return K;
+}
+
+static void mm_filter_bad_seeds(void *km, int as1, int cnt1, mm128_t *a, int min_gap, int diff_thres, int max_ext_len, int max_ext_cnt)
+{
+	int max_st, max_en, n, i, k, max, *K;
+	K = collect_long_gaps(km, as1, cnt1, a, min_gap, &n);
+	if (K == 0) return;
 	max = 0, max_st = max_en = -1;
 	for (k = 0;; ++k) { // traverse long gaps
 		int gap, l, n_ins = 0, n_del = 0, qs, rs, max_diff = 0, max_diff_l = -1;
@@ -293,7 +399,7 @@ static void mm_filter_bad_seeds(void *km, int as1, int cnt1, mm128_t *a, int min
 			if (k == n) break;
 		}
 		i = K[k];
-		gap = ((int32_t)a[as1 + i].y - a[as1 + i - 1].y) - ((int32_t)a[as1 + i].x - a[as1 + i - 1].x);
+		gap = ((int32_t)a[as1 + i].y - (int32_t)a[as1 + i - 1].y) - (int32_t)(a[as1 + i].x - a[as1 + i - 1].x);
 		if (gap > 0) n_ins += gap;
 		else n_del += -gap;
 		qs = (int32_t)a[as1 + i - 1].y;
@@ -301,7 +407,7 @@ static void mm_filter_bad_seeds(void *km, int as1, int cnt1, mm128_t *a, int min
 		for (l = k + 1; l < n && l <= k + max_ext_cnt; ++l) {
 			int j = K[l], diff;
 			if ((int32_t)a[as1 + j].y - qs > max_ext_len || (int32_t)a[as1 + j].x - rs > max_ext_len) break;
-			gap = ((int32_t)a[as1 + j].y - (int32_t)a[as1 + j - 1].y) - (a[as1 + j].x - a[as1 + j - 1].x);
+			gap = ((int32_t)a[as1 + j].y - (int32_t)a[as1 + j - 1].y) - (int32_t)(a[as1 + j].x - a[as1 + j - 1].x);
 			if (gap > 0) n_ins += gap;
 			else n_del += -gap;
 			diff = n_ins + n_del - abs(n_ins - n_del);
@@ -314,6 +420,42 @@ static void mm_filter_bad_seeds(void *km, int as1, int cnt1, mm128_t *a, int min
 	kfree(km, K);
 }
 
+static void mm_filter_bad_seeds_alt(void *km, int as1, int cnt1, mm128_t *a, int min_gap, int max_ext)
+{
+	int n, k, *K;
+	K = collect_long_gaps(km, as1, cnt1, a, min_gap, &n);
+	if (K == 0) return;
+	for (k = 0; k < n;) {
+		int i = K[k], l;
+		int gap1 = ((int32_t)a[as1 + i].y - (int32_t)a[as1 + i - 1].y) - ((int32_t)a[as1 + i].x - (int32_t)a[as1 + i - 1].x);
+		int re1 = (int32_t)a[as1 + i].x;
+		int qe1 = (int32_t)a[as1 + i].y;
+		gap1 = gap1 > 0? gap1 : -gap1;
+		for (l = k + 1; l < n; ++l) {
+			int j = K[l], gap2, q_span_pre, rs2, qs2, m;
+			if ((int32_t)a[as1 + j].y - qe1 > max_ext || (int32_t)a[as1 + j].x - re1 > max_ext) break;
+			gap2 = ((int32_t)a[as1 + j].y - (int32_t)a[as1 + j - 1].y) - (int32_t)(a[as1 + j].x - a[as1 + j - 1].x);
+			q_span_pre = a[as1 + j - 1].y >> 32 & 0xff;
+			rs2 = (int32_t)a[as1 + j - 1].x + q_span_pre;
+			qs2 = (int32_t)a[as1 + j - 1].y + q_span_pre;
+			m = rs2 - re1 < qs2 - qe1? rs2 - re1 : qs2 - qe1;
+			gap2 = gap2 > 0? gap2 : -gap2;
+			if (m > gap1 + gap2) break;
+			re1 = (int32_t)a[as1 + j].x;
+			qe1 = (int32_t)a[as1 + j].y;
+			gap1 = gap2;
+		}
+		if (l > k + 1) {
+			int j, end = K[l - 1];
+			for (j = K[k]; j < end; ++j)
+				a[as1 + j].y |= MM_SEED_IGNORE;
+			a[as1 + end].y |= MM_SEED_LONG_JOIN;
+		}
+		k = l;
+	}
+	kfree(km, K);
+}
+
 static void mm_fix_bad_ends(const mm_reg1_t *r, const mm128_t *a, int bw, int min_match, int32_t *as, int32_t *cnt)
 {
 	int32_t i, l, m;
@@ -350,7 +492,7 @@ static void mm_fix_bad_ends(const mm_reg1_t *r, const mm128_t *a, int bw, int mi
 	}
 }
 
-static void mm_max_stretch(const mm_mapopt_t *opt, const mm_reg1_t *r, const mm128_t *a, int32_t *as, int32_t *cnt)
+static void mm_max_stretch(const mm_reg1_t *r, const mm128_t *a, int32_t *as, int32_t *cnt)
 {
 	int32_t i, score, max_score, len, max_i, max_len;
 
@@ -388,7 +530,7 @@ static int mm_seed_ext_score(void *km, const mm_mapopt_t *opt, const mm_idx_t *m
 	qe = (uint32_t)a->y + 1, qs = qe - q_span;
 	rs = rs - ext_len > 0? rs - ext_len : 0;
 	qs = qs - ext_len > 0? qs - ext_len : 0;
-	re = re + ext_len < mi->seq[rid].len? re + ext_len : mi->seq[rid].len;
+	re = re + ext_len < (int32_t)mi->seq[rid].len? re + ext_len : mi->seq[rid].len;
 	qe = qe + ext_len < qlen? qe + ext_len : qlen;
 	tseq = (uint8_t*)kmalloc(km, re - rs);
 	mm_idx_getseq(mi, rid, rs, re, tseq);
@@ -424,7 +566,7 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 {
 	int is_sr = !!(opt->flag & MM_F_SR), is_splice = !!(opt->flag & MM_F_SPLICE);
 	int32_t rid = a[r->as].x<<1>>33, rev = a[r->as].x>>63, as1, cnt1;
-	uint8_t *tseq, *qseq;
+	uint8_t *tseq, *qseq, *junc;
 	int32_t i, l, bw, dropped = 0, extra_flag = 0, rs0, re0, qs0, qe0;
 	int32_t rs, re, qs, qe;
 	int32_t rs1, qs1, re1, qe1;
@@ -434,22 +576,24 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 
 	r2->cnt = 0;
 	if (r->cnt == 0) return;
-	ksw_gen_simple_mat(5, mat, opt->a, opt->b);
+	ksw_gen_simple_mat(5, mat, opt->a, opt->b, opt->sc_ambi);
 	bw = (int)(opt->bw * 1.5 + 1.);
 
 	if (is_sr && !(mi->flag & MM_I_HPC)) {
-		mm_max_stretch(opt, r, a, &as1, &cnt1);
+		mm_max_stretch(r, a, &as1, &cnt1);
 		rs = (int32_t)a[as1].x + 1 - (int32_t)(a[as1].y>>32&0xff);
 		qs = (int32_t)a[as1].y + 1 - (int32_t)(a[as1].y>>32&0xff);
 		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);
 		mm_adjust_minier(mi, qseq0, &a[as1 + cnt1 - 1], &re, &qe);
 	}
@@ -473,7 +617,7 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 		rs0 = rs - l > 0? rs - l : 0;
 		l = qlen - qe;
 		l += l * opt->a + opt->end_bonus > opt->q? (l * opt->a + opt->end_bonus - opt->q) / opt->e : 0;
-		re0 = re + l < mi->seq[rid].len? re + l : mi->seq[rid].len;
+		re0 = re + l < (int32_t)mi->seq[rid].len? re + l : mi->seq[rid].len;
 	} else {
 		// compute rs0 and qs0
 		rs0 = (int32_t)a[r->as].x + 1 - (int32_t)(a[r->as].y>>32&0xff);
@@ -488,6 +632,7 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 				if (++l > opt->min_cnt) {
 					l = rs0 - x > qs0 - y? rs0 - x : qs0 - y;
 					rs1 = rs0 - l, qs1 = qs0 - l;
+					if (rs1 < 0) rs1 = 0; // not strictly necessary; better have this guard for explicit
 					break;
 				}
 			}
@@ -501,6 +646,7 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 			l = l < rs? l : rs;
 			rs1 = rs1 > rs - l? rs1 : rs - l;
 			rs0 = rs0 < rs1? rs0 : rs1;
+			rs0 = rs0 < rs? rs0 : rs;
 		} else rs0 = rs, qs0 = qs;
 		// compute re0 and qe0
 		re0 = (int32_t)a[r->as + r->cnt - 1].x + 1;
@@ -517,13 +663,13 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 				}
 			}
 		}
-		if (qe < qlen && re < mi->seq[rid].len) {
+		if (qe < qlen && re < (int32_t)mi->seq[rid].len) {
 			l = qlen - qe < opt->max_gap? qlen - qe : opt->max_gap;
 			qe1 = qe1 < qe + l? qe1 : qe + l;
 			qe0 = qe0 > qe1? qe0 : qe1; // at least include qe0
 			l += l * opt->a > opt->q? (l * opt->a - opt->q) / opt->e : 0;
 			l = l < opt->max_gap? l : opt->max_gap;
-			l = l < mi->seq[rid].len - re? l : mi->seq[rid].len - re;
+			l = l < (int32_t)mi->seq[rid].len - re? l : mi->seq[rid].len - re;
 			re1 = re1 < re + l? re1 : re + l;
 			re0 = re0 > re1? re0 : re1;
 		} else re0 = re, qe0 = qe;
@@ -539,13 +685,16 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 
 	assert(re0 > rs0);
 	tseq = (uint8_t*)kmalloc(km, re0 - rs0);
+	junc = (uint8_t*)kmalloc(km, re0 - rs0);
 
-	if (qs > 0 && rs > 0) { // left extension
+	if (qs > 0 && rs > 0) { // left extension; probably the condition can be changed to "qs > qs0 && rs > rs0"
 		qseq = &qseq0[rev][qs0];
 		mm_idx_getseq(mi, rid, rs0, rs, tseq);
+		mm_idx_bed_junc(mi, rid, rs0, rs, junc);
 		mm_seq_rev(qs - qs0, qseq);
 		mm_seq_rev(rs - rs0, tseq);
-		mm_align_pair(km, opt, qs - qs0, qseq, rs - rs0, tseq, mat, bw, opt->end_bonus, r->split_inv? opt->zdrop_inv : opt->zdrop, extra_flag|KSW_EZ_EXTZ_ONLY|KSW_EZ_RIGHT|KSW_EZ_REV_CIGAR, ez);
+		mm_seq_rev(rs - rs0, junc);
+		mm_align_pair(km, opt, qs - qs0, qseq, rs - rs0, tseq, junc, mat, bw, opt->end_bonus, r->split_inv? opt->zdrop_inv : opt->zdrop, extra_flag|KSW_EZ_EXTZ_ONLY|KSW_EZ_RIGHT|KSW_EZ_REV_CIGAR, ez);
 		if (ez->n_cigar > 0) {
 			mm_append_cigar(r, ez->n_cigar, ez->cigar);
 			r->p->dp_score += ez->max;
@@ -571,6 +720,7 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 			// perform alignment
 			qseq = &qseq0[rev][qs];
 			mm_idx_getseq(mi, rid, rs, re, tseq);
+			mm_idx_bed_junc(mi, rid, rs, re, junc);
 			if (is_sr) { // perform ungapped alignment
 				assert(qe - qs == re - rs);
 				ksw_reset_extz(ez);
@@ -580,11 +730,11 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 				}
 				ez->cigar = ksw_push_cigar(km, &ez->n_cigar, &ez->m_cigar, ez->cigar, 0, qe - qs);
 			} else { // perform normal gapped alignment
-				mm_align_pair(km, opt, qe - qs, qseq, re - rs, tseq, mat, bw1, -1, opt->zdrop, extra_flag|KSW_EZ_APPROX_MAX, ez); // first pass: with approximate Z-drop
+				mm_align_pair(km, opt, qe - qs, qseq, re - rs, tseq, junc, mat, bw1, -1, opt->zdrop, extra_flag|KSW_EZ_APPROX_MAX, ez); // first pass: with approximate Z-drop
 			}
 			// test Z-drop and inversion Z-drop
 			if ((zdrop_code = mm_test_zdrop(km, opt, qseq, tseq, ez->n_cigar, ez->cigar, mat)) != 0)
-				mm_align_pair(km, opt, qe - qs, qseq, re - rs, tseq, mat, bw1, -1, zdrop_code == 2? opt->zdrop_inv : opt->zdrop, extra_flag, ez); // second pass: lift approximate
+				mm_align_pair(km, opt, qe - qs, qseq, re - rs, tseq, junc, mat, bw1, -1, zdrop_code == 2? opt->zdrop_inv : opt->zdrop, extra_flag, ez); // second pass: lift approximate
 			// update CIGAR
 			if (ez->n_cigar > 0)
 				mm_append_cigar(r, ez->n_cigar, ez->cigar);
@@ -610,7 +760,8 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 	if (!dropped && qe < qe0 && re < re0) { // right extension
 		qseq = &qseq0[rev][qe];
 		mm_idx_getseq(mi, rid, re, re0, tseq);
-		mm_align_pair(km, opt, qe0 - qe, qseq, re0 - re, tseq, mat, bw, opt->end_bonus, opt->zdrop, extra_flag|KSW_EZ_EXTZ_ONLY, ez);
+		mm_idx_bed_junc(mi, rid, re, re0, junc);
+		mm_align_pair(km, opt, qe0 - qe, qseq, re0 - re, tseq, junc, mat, bw, opt->end_bonus, opt->zdrop, extra_flag|KSW_EZ_EXTZ_ONLY, ez);
 		if (ez->n_cigar > 0) {
 			mm_append_cigar(r, ez->n_cigar, ez->cigar);
 			r->p->dp_score += ez->max;
@@ -627,12 +778,13 @@ static void mm_align1(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int
 	assert(re1 - rs1 <= re0 - rs0);
 	if (r->p) {
 		mm_idx_getseq(mi, rid, rs1, re1, tseq);
-		mm_update_extra(r, &qseq0[r->rev][qs1], tseq, mat, opt->q, opt->e);
+		mm_update_extra(r, &qseq0[r->rev][qs1], tseq, mat, opt->q, opt->e, opt->flag & MM_F_EQX);
 		if (rev && r->p->trans_strand)
 			r->p->trans_strand ^= 3; // flip to the read strand
 	}
 
 	kfree(km, tseq);
+	kfree(km, junc);
 }
 
 static int mm_align1_inv(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int qlen, uint8_t *qseq0[2], const mm_reg1_t *r1, const mm_reg1_t *r2, mm_reg1_t *r_inv, ksw_extz_t *ez)
@@ -652,7 +804,7 @@ static int mm_align1_inv(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, i
 	if (ql < opt->min_chain_score || ql > opt->max_gap) return 0;
 	if (tl < opt->min_chain_score || tl > opt->max_gap) return 0;
 
-	ksw_gen_simple_mat(5, mat, opt->a, opt->b);
+	ksw_gen_simple_mat(5, mat, opt->a, opt->b, opt->sc_ambi);
 	tseq = (uint8_t*)kmalloc(km, tl);
 	mm_idx_getseq(mi, r1->rid, r1->re, r2->rs, tseq);
 	qseq = r1->rev? &qseq0[0][r2->qe] : &qseq0[1][qlen - r2->qs];
@@ -666,7 +818,7 @@ static int mm_align1_inv(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, i
 	mm_seq_rev(tl, tseq);
 	if (score < opt->min_dp_max) goto end_align1_inv;
 	q_off = ql - (q_off + 1), t_off = tl - (t_off + 1);
-	mm_align_pair(km, opt, ql - q_off, qseq + q_off, tl - t_off, tseq + t_off, mat, (int)(opt->bw * 1.5), -1, opt->zdrop, KSW_EZ_EXTZ_ONLY, ez);
+	mm_align_pair(km, opt, ql - q_off, qseq + q_off, tl - t_off, tseq + t_off, 0, mat, (int)(opt->bw * 1.5), -1, opt->zdrop, KSW_EZ_EXTZ_ONLY, ez);
 	if (ez->n_cigar == 0) goto end_align1_inv; // should never be here
 	mm_append_cigar(r_inv, ez->n_cigar, ez->cigar);
 	r_inv->p->dp_score = ez->max;
@@ -685,7 +837,7 @@ static int mm_align1_inv(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, i
 	}
 	r_inv->rs = r1->re + t_off;
 	r_inv->re = r_inv->rs + ez->max_t + 1;
-	mm_update_extra(r_inv, &qseq[q_off], &tseq[t_off], mat, opt->q, opt->e);
+	mm_update_extra(r_inv, &qseq[q_off], &tseq[t_off], mat, opt->q, opt->e, opt->flag & MM_F_EQX);
 	ret = 1;
 end_align1_inv:
 	kfree(km, tseq);
@@ -755,7 +907,7 @@ mm_reg1_t *mm_align_skeleton(void *km, const mm_mapopt_t *opt, const mm_idx_t *m
 	*n_regs_ = n_regs;
 	kfree(km, qseq0[0]);
 	kfree(km, ez.cigar);
-	mm_filter_regs(km, opt, qlen, n_regs_, regs);
-	mm_hit_sort_by_dp(km, n_regs_, regs);
+	mm_filter_regs(opt, qlen, n_regs_, regs);
+	mm_hit_sort(km, n_regs_, regs);
 	return regs;
 }

bseq.c

@@ -15,7 +15,7 @@ unsigned char seq_comp_table[256] = {
 	 48,  49,  50,	51,	 52,  53,  54,	55,	 56,  57,  58,	59,	 60,  61,  62,	63,
 	 64, 'T', 'V', 'G', 'H', 'E', 'F', 'C', 'D', 'I', 'J', 'M', 'L', 'K', 'N', 'O',
 	'P', 'Q', 'Y', 'S', 'A', 'A', 'B', 'W', 'X', 'R', 'Z',	91,	 92,  93,  94,	95,
-	 64, 't', 'v', 'g', 'h', 'e', 'f', 'c', 'd', 'i', 'j', 'm', 'l', 'k', 'n', 'o',
+	 96, 't', 'v', 'g', 'h', 'e', 'f', 'c', 'd', 'i', 'j', 'm', 'l', 'k', 'n', 'o',
 	'p', 'q', 'y', 's', 'a', 'a', 'b', 'w', 'x', 'r', 'z', 123, 124, 125, 126, 127,
 	128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143,
 	144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159,
@@ -39,7 +39,7 @@ mm_bseq_file_t *mm_bseq_open(const char *fn)
 {
 	mm_bseq_file_t *fp;
 	gzFile f;
-	f = fn && strcmp(fn, "-")? gzopen(fn, "r") : gzdopen(fileno(stdin), "r");
+	f = fn && strcmp(fn, "-")? gzopen(fn, "r") : gzdopen(0, "r");
 	if (f == 0) return 0;
 	fp = (mm_bseq_file_t*)calloc(1, sizeof(mm_bseq_file_t));
 	fp->fp = f;
@@ -62,21 +62,25 @@ static inline char *kstrdup(const kstring_t *s)
 	return t;
 }
 
-static inline void kseq2bseq(kseq_t *ks, mm_bseq1_t *s, int with_qual)
+static inline void kseq2bseq(kseq_t *ks, mm_bseq1_t *s, int with_qual, int with_comment)
 {
 	int i;
+	if (ks->name.l == 0)
+		fprintf(stderr, "[WARNING]\033[1;31m empty sequence name in the input.\033[0m\n");
 	s->name = kstrdup(&ks->name);
 	s->seq = kstrdup(&ks->seq);
-	for (i = 0; i < ks->seq.l; ++i) // convert U to T
+	for (i = 0; i < (int)ks->seq.l; ++i) // convert U to T
 		if (s->seq[i] == 'u' || s->seq[i] == 'U')
 			--s->seq[i];
 	s->qual = with_qual && ks->qual.l? kstrdup(&ks->qual) : 0;
+	s->comment = with_comment && ks->comment.l? kstrdup(&ks->comment) : 0;
 	s->l_seq = ks->seq.l;
 }
 
-mm_bseq1_t *mm_bseq_read2(mm_bseq_file_t *fp, int chunk_size, int with_qual, int frag_mode, int *n_)
+mm_bseq1_t *mm_bseq_read3(mm_bseq_file_t *fp, int chunk_size, int with_qual, int with_comment, int frag_mode, int *n_)
 {
 	int64_t size = 0;
+	int ret;
 	kvec_t(mm_bseq1_t) a = {0,0,0};
 	kseq_t *ks = fp->ks;
 	*n_ = 0;
@@ -86,17 +90,17 @@ mm_bseq1_t *mm_bseq_read2(mm_bseq_file_t *fp, int chunk_size, int with_qual, int
 		size = fp->s.l_seq;
 		memset(&fp->s, 0, sizeof(mm_bseq1_t));
 	}
-	while (kseq_read(ks) >= 0) {
+	while ((ret = kseq_read(ks)) >= 0) {
 		mm_bseq1_t *s;
 		assert(ks->seq.l <= INT32_MAX);
 		if (a.m == 0) kv_resize(mm_bseq1_t, 0, a, 256);
 		kv_pushp(mm_bseq1_t, 0, a, &s);
-		kseq2bseq(ks, s, with_qual);
+		kseq2bseq(ks, s, with_qual, with_comment);
 		size += s->l_seq;
 		if (size >= chunk_size) {
 			if (frag_mode && a.a[a.n-1].l_seq < CHECK_PAIR_THRES) {
 				while (kseq_read(ks) >= 0) {
-					kseq2bseq(ks, &fp->s, with_qual);
+					kseq2bseq(ks, &fp->s, with_qual, with_comment);
 					if (mm_qname_same(fp->s.name, a.a[a.n-1].name)) {
 						kv_push(mm_bseq1_t, 0, a, fp->s);
 						memset(&fp->s, 0, sizeof(mm_bseq1_t));
@@ -106,16 +110,23 @@ mm_bseq1_t *mm_bseq_read2(mm_bseq_file_t *fp, int chunk_size, int with_qual, int
 			break;
 		}
 	}
+	if (ret < -1)
+		fprintf(stderr, "[WARNING]\033[1;31m wrong FASTA/FASTQ record. Continue anyway.\033[0m\n");
 	*n_ = a.n;
 	return a.a;
 }
 
+mm_bseq1_t *mm_bseq_read2(mm_bseq_file_t *fp, int chunk_size, int with_qual, int frag_mode, int *n_)
+{
+	return mm_bseq_read3(fp, chunk_size, with_qual, 0, frag_mode, n_);
+}
+
 mm_bseq1_t *mm_bseq_read(mm_bseq_file_t *fp, int chunk_size, int with_qual, int *n_)
 {
 	return mm_bseq_read2(fp, chunk_size, with_qual, 0, n_);
 }
 
-mm_bseq1_t *mm_bseq_read_frag(int n_fp, mm_bseq_file_t **fp, int chunk_size, int with_qual, int *n_)
+mm_bseq1_t *mm_bseq_read_frag2(int n_fp, mm_bseq_file_t **fp, int chunk_size, int with_qual, int with_comment, int *n_)
 {
 	int i;
 	int64_t size = 0;
@@ -136,7 +147,7 @@ mm_bseq1_t *mm_bseq_read_frag(int n_fp, mm_bseq_file_t **fp, int chunk_size, int
 		for (i = 0; i < n_fp; ++i) {
 			mm_bseq1_t *s;
 			kv_pushp(mm_bseq1_t, 0, a, &s);
-			kseq2bseq(fp[i]->ks, s, with_qual);
+			kseq2bseq(fp[i]->ks, s, with_qual, with_comment);
 			size += s->l_seq;
 		}
 		if (size >= chunk_size) break;
@@ -145,6 +156,11 @@ mm_bseq1_t *mm_bseq_read_frag(int n_fp, mm_bseq_file_t **fp, int chunk_size, int
 	return a.a;
 }
 
+mm_bseq1_t *mm_bseq_read_frag(int n_fp, mm_bseq_file_t **fp, int chunk_size, int with_qual, int *n_)
+{
+	return mm_bseq_read_frag2(n_fp, fp, chunk_size, with_qual, 0, n_);
+}
+
 int mm_bseq_eof(mm_bseq_file_t *fp)
 {
 	return (ks_eof(fp->ks->f) && fp->s.seq == 0);

bseq.h

@@ -13,13 +13,15 @@ typedef struct mm_bseq_file_s mm_bseq_file_t;
 
 typedef struct {
 	int l_seq, rid;
-	char *name, *seq, *qual;
+	char *name, *seq, *qual, *comment;
 } mm_bseq1_t;
 
 mm_bseq_file_t *mm_bseq_open(const char *fn);
 void mm_bseq_close(mm_bseq_file_t *fp);
+mm_bseq1_t *mm_bseq_read3(mm_bseq_file_t *fp, int chunk_size, int with_qual, int with_comment, int frag_mode, int *n_);
 mm_bseq1_t *mm_bseq_read2(mm_bseq_file_t *fp, int chunk_size, int with_qual, int frag_mode, int *n_);
 mm_bseq1_t *mm_bseq_read(mm_bseq_file_t *fp, int chunk_size, int with_qual, int *n_);
+mm_bseq1_t *mm_bseq_read_frag2(int n_fp, mm_bseq_file_t **fp, int chunk_size, int with_qual, int with_comment, int *n_);
 mm_bseq1_t *mm_bseq_read_frag(int n_fp, mm_bseq_file_t **fp, int chunk_size, int with_qual, int *n_);
 int mm_bseq_eof(mm_bseq_file_t *fp);
 

chain.c

@@ -14,12 +14,12 @@ static const char LogTable256[256] = {
 
 static inline int ilog2_32(uint32_t v)
 {
-	register uint32_t t, tt;
+	uint32_t t, tt;
 	if ((tt = v>>16)) return (t = tt>>8) ? 24 + LogTable256[t] : 16 + LogTable256[tt];
 	return (t = v>>8) ? 8 + LogTable256[t] : LogTable256[v];
 }
 
-mm128_t *mm_chain_dp(int max_dist_x, int max_dist_y, int bw, int max_skip, int min_cnt, int min_sc, int is_cdna, int n_segs, int64_t n, mm128_t *a, int *n_u_, uint64_t **_u, void *km)
+mm128_t *mm_chain_dp(int max_dist_x, int max_dist_y, int bw, int max_skip, int max_iter, int min_cnt, int min_sc, int is_cdna, int n_segs, int64_t n, mm128_t *a, int *n_u_, uint64_t **_u, void *km)
 { // TODO: make sure this works when n has more than 32 bits
 	int32_t k, *f, *p, *t, *v, n_u, n_v;
 	int64_t i, j, st = 0;
@@ -28,6 +28,10 @@ mm128_t *mm_chain_dp(int max_dist_x, int max_dist_y, int bw, int max_skip, int m
 	mm128_t *b, *w;
 
 	if (_u) *_u = 0, *n_u_ = 0;
+	if (n == 0 || a == 0) {
+		kfree(km, a);
+		return 0;
+	}
 	f = (int32_t*)kmalloc(km, n * 4);
 	p = (int32_t*)kmalloc(km, n * 4);
 	t = (int32_t*)kmalloc(km, n * 4);
@@ -44,7 +48,8 @@ mm128_t *mm_chain_dp(int max_dist_x, int max_dist_y, int bw, int max_skip, int m
 		int32_t qi = (int32_t)a[i].y, q_span = a[i].y>>32&0xff; // NB: only 8 bits of span is used!!!
 		int32_t max_f = q_span, n_skip = 0, min_d;
 		int32_t sidi = (a[i].y & MM_SEED_SEG_MASK) >> MM_SEED_SEG_SHIFT;
-		while (st < i && ri - a[st].x > max_dist_x) ++st;
+		while (st < i && ri > a[st].x + max_dist_x) ++st;
+		if (i - st > max_iter) st = i - max_iter;
 		for (j = i - 1; j >= st; --j) {
 			int64_t dr = ri - a[j].x;
 			int32_t dq = qi - (int32_t)a[j].y, dd, sc, log_dd;
@@ -150,8 +155,8 @@ mm128_t *mm_chain_dp(int max_dist_x, int max_dist_y, int bw, int max_skip, int m
 		memcpy(&a[k], &b[w[i].y>>32], n * sizeof(mm128_t));
 		k += n;
 	}
-	memcpy(u, u2, n_u * 8);
-	memcpy(b, a, k * sizeof(mm128_t)); // write _a_ to _b_ and deallocate _a_ because _a_ is oversized, sometimes a lot
+	if (n_u) memcpy(u, u2, n_u * 8);
+	if (k) memcpy(b, a, k * sizeof(mm128_t)); // write _a_ to _b_ and deallocate _a_ because _a_ is oversized, sometimes a lot
 	kfree(km, a); kfree(km, w); kfree(km, u2);
 	return b;
 }

cookbook.md

@@ -0,0 +1,243 @@
+## Table of Contents
+
+- [Introduction & Installation](#intro)
+- [Mapping Genomic Reads](#map-reads)
+  * [Mapping long reads](#map-pb)
+  * [Mapping Illumina paired-end reads](#map-sr)
+  * [Evaluating mapping accuracy with simulated reads (for developers)](#mapeval)
+- [Mapping Long RNA-seq Reads](#map-rna)
+  * [Mapping Nanopore 2D cDNA reads](#map-ont-cdna-2d)
+  * [Mapping Nanopore direct-RNA reads](#map-direct-rna)
+  * [Mapping PacBio Iso-seq reads](#map-iso-seq)
+- [Full-Genome Alignment](#genome-aln)
+  * [Intra-species assembly alignment](#asm-to-ref)
+  * [Cross-species full-genome alignment](#x-species)
+  * [Eyeballing alignment](#view-aln)
+  * [Calling variants from assembly-to-reference alignment](#asm-var)
+  * [Constructing self-homology map](#hom-map)
+  * [Lift Over (for developers)](#liftover)
+- [Read Overlap](#read-overlap)
+  * [Long-read overlap](#long-read-overlap)
+  * [Evaluating overlap sensitivity (for developers)](#ov-eval)
+
+## <a name="intro"></a>Introduction & Installation
+
+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 [v2.10][v2.10]. 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/v2.17/minimap2-2.17_x64-linux.tar.bz2 | tar jxf -
+cp minimap2-2.17_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/v2.10/cookbook-data.tgz | tar zxf -
+```
+
+## <a name="map-reads"></a>Mapping Genomic Reads
+
+### <a name="map-pb"></a>Mapping long reads
+```sh
+minimap2 -ax map-pb -t4 ecoli_ref.fa ecoli_p6_25x_canu.fa > mapped.sam
+```
+Alternatively, you can create a minimap2 index first and then map:
+```sh
+minimap2 -x map-pb -d ecoli-pb.mmi ecoli_ref.fa                      # create an index
+minimap2 -ax map-pb ecoli-pb.mmi ecoli_p6_25x_canu.fa > mapped.sam
+```
+This will save you a couple of minutes when you map against the human genome.
+**HOWEVER**, key algorithm parameters such as the k-mer length and window
+size can't be changed after indexing. Minimap2 will give you a warning if
+parameters used in a pre-built index doesn't match parameters on the command
+line. **Please always make sure you are using an intended pre-built index.**
+
+### <a name="map-sr"></a>Mapping Illumina paired-end reads:
+```sh
+minimap2 -ax sr -t4 ecoli_ref.fa ecoli_mason_1.fq ecoli_mason_2.fq > mapped-sr.sam
+```
+
+### <a name="mapeval"></a>Evaluating mapping accuracy with simulated reads (for developers)
+```sh
+minimap2 -ax sr ecoli_ref.fa ecoli_mason_1.fq ecoli_mason_2.fq | paftools.js mapeval -
+```
+The output is:
+```
+Q       60      19712   0       0.000000000     19712
+Q       0       282     219     0.010953286     19994
+U       6
+```
+where a `U`-line gives the number of unmapped reads (for SAM input only); a
+`Q`-line gives:
+
+1. Mapping quality (mapQ) threshold
+2. Number of mapped reads between this threshold and the previous mapQ threshold.
+3. Number of wrong mappings in the same mapQ interval
+4. Accumulative mapping error rate
+5. Accumulative number of mappings
+
+For `paftools.js mapeval` to work, you need to encode the true read positions
+in read names in the right format. For [PBSIM][pbsim] and [mason2][mason2], we
+provide scripts to generate the right format. Simulated reads in this cookbook
+were created with the following command lines:
+```sh
+# in PBSIM source code directory:
+src/pbsim ../ecoli_ref.fa --depth 1 --sample-fastq sample/sample.fastq
+paftools.js pbsim2fq ../ecoli_ref.fa.fai sd_0001.maf > ../ecoli_pbsim.fa
+
+# mason2 simulation
+mason_simulator --illumina-prob-mismatch-scale 2.5 -ir ecoli_ref.fa -n 10000 -o tmp-l.fq -or tmp-r.fq -oa tmp.sam
+paftools.js mason2fq tmp.sam | seqtk seq -1 > ecoli_mason_1.fq
+paftools.js mason2fq tmp.sam | seqtk seq -2 > ecoli_mason_2.fq
+```
+
+
+
+## <a name="map-rna"></a>Mapping Long RNA-seq Reads
+
+### <a name="map-ont-cdna-2d"></a>Mapping Nanopore 2D cDNA reads
+```sh
+minimap2 -ax splice SIRV_E2.fa SIRV_ont-cdna.fa > aln.sam
+```
+You can compare the alignment to the true annotations with:
+```sh
+paftools.js junceval SIRV_E2C.gtf aln.sam
+```
+It gives the percentage of introns found in the annotation. For SIRV data, it
+is possible to achieve higher junction accuracy with
+```sh
+minimap2 -ax splice --splice-flank=no SIRV_E2.fa SIRV_ont-cdna.fa | paftools.js junceval SIRV_E2C.gtf
+```
+This is because minimap2 models one additional evolutionarily conserved base
+around a canonical junction, but SIRV doesn't honor this signal. Option
+`--splice-flank=no` asks minimap2 no to model this additional base.
+
+In the output a tag `ts:A:+` indicates that the read strand is the same as the
+transcript strand; `ts:A:-` indicates the read strand is opposite to the
+transcript strand. This tag is inferred from the GT-AG signal and is thus only
+available to spliced reads.
+
+### <a name="map-direct-rna"></a>Mapping Nanopore direct-RNA reads
+```sh
+minimap2 -ax splice -k14 -uf SIRV_E2.fa SIRV_ont-drna.fa > aln.sam
+```
+Direct-RNA reads are noisier, so we use a shorter k-mer for improved
+sensitivity. Here, option `-uf` forces minimap2 to map reads to the forward
+transcript strand only because direct-RNA reads are stranded. Again, applying
+`--splice-flank=no` helps junction accuracy for SIRV data.
+
+### <a name="map-iso-seq"></a>Mapping PacBio Iso-seq reads
+```sh
+minimap2 -ax splice -uf -C5 SIRV_E2.fa SIRV_iso-seq.fq > aln.sam
+```
+Option `-C5` reduces the penalty on non-canonical splicing sites. It helps
+to align such sites correctly for data with low error rate such as Iso-seq
+reads and traditional cDNAs. On this example, minimap2 makes one junction
+error. Applying `--splice-flank=no` fixes this alignment error.
+
+Note that the command line above is optimized for the final Iso-seq reads.
+PacBio's Iso-seq pipeline produces intermediate sequences at varying quality.
+For example, some intermediate reads are not stranded. For these reads, option
+`-uf` will lead to more errors. Please revise the minimap2 command line
+accordingly.
+
+
+
+## <a name="genome-aln"></a>Full-Genome Alignment
+
+### <a name="asm-to-ref"></a>Intra-species assembly alignment
+```sh
+# option "--cs" is recommended as paftools.js may need it
+minimap2 -cx asm5 --cs ecoli_ref.fa ecoli_canu.fa > ecoli_canu.paf
+```
+Here `ecoli_canu.fa` is the Canu assembly of `ecoli_p6_25x_canu.fa`. This
+command line outputs alignments in the [PAF format][paf]. Use `-a` instead of
+`-c` to get output in the SAM format.
+
+### <a name="x-species"></a>Cross-species full-genome alignment
+```sh
+minimap2 -cx asm20 --cs ecoli_ref.fa ecoli_O104:H4.fa > ecoli_O104:H4.paf
+sort -k6,6 -k8,8n ecoli_O104:H4.paf | paftools.js call -f ecoli_ref.fa -L10000 -l1000 - > out.vcf
+```
+Minimap2 has three presets for full-genome alignment: "asm5" for sequence
+divergence below 1%, "asm10" for divergence around a couple of percent and
+"asm20" for divergence not more than 10%. In theory, with the right setting,
+minimap2 should work for sequence pairs with sequence divergence up to ~15%,
+but this has not been carefully evaluated.
+
+### <a name="view-aln"></a>Eyeballing alignment
+```sh
+# option "--cs" required; minimap2-r741 or higher required for the "asm20" preset
+minimap2 -cx asm20 --cs ecoli_ref.fa ecoli_O104:H4.fa | paftools.js view - | less -S
+```
+This prints the alignment in a BLAST-like format.
+
+### <a name="asm-var"></a>Calling variants from assembly-to-reference alignment
+```sh
+# don't forget the "--cs" option; otherwise it doesn't work
+minimap2 -cx asm5 --cs ecoli_ref.fa ecoli_canu.fa \
+  | sort -k6,6 -k8,8n \
+  | paftools.js call -f ecoli_ref.fa - > out.vcf
+```
+Without option `-f`, `paftools.js call` outputs in a custom format. In this
+format, lines starting with `R` give the regions covered by one contig only.
+This information is not available in the VCF output.
+
+### <a name="hom-map"></a>Constructing self-homology map
+```sh
+minimap2 -DP -k19 -w19 -m200 ecoli_ref.fa ecoli_ref.fa > out.paf
+```
+Option `-D` asks minimap2 to ignore anchors from perfect self match and `-P`
+outputs all chains. For large nomes, we don't recommend to perform base-level
+alignment (with `-c`, `-a` or `--cs`) when `-P` is applied. This is because
+base-alignment is slow and occasionally gives wrong alignments close to the
+diagonal of a dotter plot. For E. coli, though, base-alignment is still fast.
+
+### <a name="liftover"></a>Lift over (for developers)
+```sh
+minimap2 -cx asm5 --cs ecoli_ref.fa ecoli_canu.fa > ecoli_canu.paf
+echo -e 'tig00000001\t200000\t300000' | paftools.js liftover ecoli_canu.paf -
+```
+This lifts over a region on query sequences to one or multiple regions on
+reference sequences. Note that this paftools.js command may not be efficient
+enough to lift millions of regions.
+
+
+
+## <a name="read-overlap"></a>Read Overlap
+
+### <a name="long-read-overlap"></a>Long read overlap
+```sh
+# For pacbio reads:
+minimap2 -x ava-pb ecoli_p6_25x_canu.fa ecoli_p6_25x_canu.fa > overlap.paf
+# For Nanopore reads (ava-ont also works with PacBio but not as good):
+minimap2 -x ava-ont -r 10000 ecoli_p6_25x_canu.fa ecoli_p6_25x_canu.fa > overlap.paf
+# If you have miniasm installed:
+miniasm -f ecoli_p6_25x_canu.fa overlap.paf > asm.gfa
+```
+Here we explicitly applied `-r 10000`. We are considering to set this as the
+default for the `ava-ont` mode as this seems to improve the contiguity for
+nanopore read assembly (Loman, personal communication).
+
+*Minimap2 doesn't work well with short-read overlap.*
+
+### <a name="ov-eval"></a>Evaluating overlap sensitivity (for developers)
+
+```sh
+# read to reference mapping
+minimap2 -cx map-pb ecoli_ref.fa ecoli_p6_25x_canu.fa > to-ref.paf
+# evaluate overlap sensitivity
+sort -k6,6 -k8,8n to-ref.paf | paftools.js ov-eval - overlap.paf
+```
+You can see that for PacBio reads, minimap2 achieves higher overlap sensitivity
+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
+[v2.10]: https://github.com/lh3/minimap2/releases/tag/v2.10

example.c

@@ -45,7 +45,7 @@ int main(int argc, char *argv[])
 				printf("%s\t%d\t%d\t%d\t%c\t", ks->name.s, ks->seq.l, r->qs, r->qe, "+-"[r->rev]);
 				printf("%s\t%d\t%d\t%d\t%d\t%d\t%d\tcg:Z:", mi->seq[r->rid].name, mi->seq[r->rid].len, r->rs, r->re, r->mlen, r->blen, r->mapq);
 				for (i = 0; i < r->p->n_cigar; ++i) // IMPORTANT: this gives the CIGAR in the aligned regions. NO soft/hard clippings!
-					printf("%d%c", r->p->cigar[i]>>4, "MIDSHN"[r->p->cigar[i]&0xf]);
+					printf("%d%c", r->p->cigar[i]>>4, "MIDNSH"[r->p->cigar[i]&0xf]);
 				putchar('\n');
 				free(r->p);
 			}

format.c

@@ -92,7 +92,8 @@ static void sam_write_rg_line(kstring_t *str, const char *s)
 		if (mm_verbose >= 1) fprintf(stderr, "[ERROR] the read group line contained literal <tab> characters -- replace with escaped tabs: \\t\n");
 		goto err_set_rg;
 	}
-	rg_line = strdup(s);
+	rg_line = (char*)malloc(strlen(s) + 1);
+	strcpy(rg_line, s);
 	mm_escape(rg_line);
 	if ((p = strstr(rg_line, "\tID:")) == 0) {
 		if (mm_verbose >= 1) fprintf(stderr, "[ERROR] no ID within the read group line\n");
@@ -118,7 +119,7 @@ void mm_write_sam_hdr(const mm_idx_t *idx, const char *rg, const char *ver, int
 	if (idx) {
 		uint32_t i;
 		for (i = 0; i < idx->n_seq; ++i)
-			printf("@SQ\tSN:%s\tLN:%d\n", idx->seq[i].name, idx->seq[i].len);
+			mm_sprintf_lite(&str, "@SQ\tSN:%s\tLN:%d\n", idx->seq[i].name, idx->seq[i].len);
 	}
 	if (rg) sam_write_rg_line(&str, rg);
 	mm_sprintf_lite(&str, "@PG\tID:minimap2\tPN:minimap2");
@@ -129,36 +130,18 @@ void mm_write_sam_hdr(const mm_idx_t *idx, const char *rg, const char *ver, int
 		for (i = 1; i < argc; ++i)
 			mm_sprintf_lite(&str, " %s", argv[i]);
 	}
-	mm_sprintf_lite(&str, "\n");
-	fputs(str.s, stdout);
+	mm_err_puts(str.s);
 	free(str.s);
 }
 
-static void write_cs(void *km, kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, 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)
 {
-	extern unsigned char seq_nt4_table[256];
 	int i, q_off, t_off;
-	uint8_t *qseq, *tseq;
-	char *tmp;
-	if (r->p == 0) return;
-	mm_sprintf_lite(s, "\tcs:Z:");
-	qseq = (uint8_t*)kmalloc(km, r->qe - r->qs);
-	tseq = (uint8_t*)kmalloc(km, r->re - r->rs);
-	tmp = (char*)kmalloc(km, r->re - r->rs > r->qe - r->qs? r->re - r->rs + 1 : r->qe - r->qs + 1);
-	mm_idx_getseq(mi, r->rid, r->rs, r->re, tseq);
-	if (!r->rev) {
-		for (i = r->qs; i < r->qe; ++i)
-			qseq[i - r->qs] = seq_nt4_table[(uint8_t)t->seq[i]];
-	} else {
-		for (i = r->qs; i < r->qe; ++i) {
-			uint8_t c = seq_nt4_table[(uint8_t)t->seq[i]];
-			qseq[r->qe - i - 1] = c >= 4? 4 : 3 - c;
-		}
-	}
-	for (i = q_off = t_off = 0; i < r->p->n_cigar; ++i) {
+	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);
-		if (op == 0) {
+		assert((op >= 0 && op <= 3) || op == 7 || op == 8);
+		if (op == 0 || op == 7 || op == 8) { // match
 			int l_tmp = 0;
 			for (j = 0; j < len; ++j) {
 				if (qseq[q_off + j] != tseq[t_off + j]) {
@@ -179,17 +162,17 @@ static void write_cs(void *km, kstring_t *s, const mm_idx_t *mi, const mm_bseq1_
 				} else mm_sprintf_lite(s, ":%d", l_tmp);
 			}
 			q_off += len, t_off += len;
-		} else if (op == 1) {
+		} else if (op == 1) { // insertion to ref
 			for (j = 0, tmp[len] = 0; j < len; ++j)
 				tmp[j] = "acgtn"[qseq[q_off + j]];
 			mm_sprintf_lite(s, "+%s", tmp);
 			q_off += len;
-		} else if (op == 2) {
+		} else if (op == 2) { // deletion from ref
 			for (j = 0, tmp[len] = 0; j < len; ++j)
 				tmp[j] = "acgtn"[tseq[t_off + j]];
 			mm_sprintf_lite(s, "-%s", tmp);
 			t_off += len;
-		} else {
+		} else { // intron
 			assert(len >= 2);
 			mm_sprintf_lite(s, "~%c%c%d%c%c", "acgtn"[tseq[t_off]], "acgtn"[tseq[t_off+1]],
 				len, "acgtn"[tseq[t_off+len-2]], "acgtn"[tseq[t_off+len-1]]);
@@ -197,9 +180,99 @@ static void write_cs(void *km, kstring_t *s, const mm_idx_t *mi, const mm_bseq1_
 		}
 	}
 	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, int write_tag)
+{
+	int i, q_off, t_off, l_MD = 0;
+	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 <= 3) || op == 7 || op == 8);
+		if (op == 0 || op == 7 || op == 8) { // match
+			for (j = 0; j < len; ++j) {
+				if (qseq[q_off + j] != tseq[t_off + j]) {
+					mm_sprintf_lite(s, "%d%c", l_MD, "ACGTN"[tseq[t_off + j]]);
+					l_MD = 0;
+				} else ++l_MD;
+			}
+			q_off += len, t_off += len;
+		} else if (op == 1) { // insertion to ref
+			q_off += len;
+		} else if (op == 2) { // deletion from ref
+			for (j = 0, tmp[len] = 0; j < len; ++j)
+				tmp[j] = "ACGTN"[tseq[t_off + j]];
+			mm_sprintf_lite(s, "%d^%s", l_MD, tmp);
+			l_MD = 0;
+			t_off += len;
+		} else if (op == 3) { // reference skip
+			t_off += len;
+		}
+	}
+	if (l_MD > 0) mm_sprintf_lite(s, "%d", l_MD);
+	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, int write_tag)
+{
+	extern unsigned char seq_nt4_table[256];
+	int i;
+	uint8_t *qseq, *tseq;
+	char *tmp;
+	if (r->p == 0) return;
+	qseq = (uint8_t*)kmalloc(km, r->qe - r->qs);
+	tseq = (uint8_t*)kmalloc(km, r->re - r->rs);
+	tmp = (char*)kmalloc(km, r->re - r->rs > r->qe - r->qs? r->re - r->rs + 1 : r->qe - r->qs + 1);
+	mm_idx_getseq(mi, r->rid, r->rs, r->re, tseq);
+	if (!r->rev) {
+		for (i = r->qs; i < r->qe; ++i)
+			qseq[i - r->qs] = seq_nt4_table[(uint8_t)t->seq[i]];
+	} else {
+		for (i = r->qs; i < r->qe; ++i) {
+			uint8_t c = seq_nt4_table[(uint8_t)t->seq[i]];
+			qseq[r->qe - i - 1] = c >= 4? 4 : 3 - c;
+		}
+	}
+	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);
+}
+
+double mm_event_identity(const mm_reg1_t *r)
+{
+	int32_t i, n_gapo = 0, n_gap = 0;
+	if (r->p == 0) return -1.0f;
+	for (i = 0; i < r->p->n_cigar; ++i) {
+		int32_t op = r->p->cigar[i] & 0xf, len = r->p->cigar[i] >> 4;
+		if (op == 1 || op == 2)
+			++n_gapo, n_gap += len;
+	}
+	return (double)r->mlen / (r->blen - n_gap + n_gapo);
+}
+
 static inline void write_tags(kstring_t *s, const mm_reg1_t *r)
 {
 	int type;
@@ -212,18 +285,30 @@ static inline void write_tags(kstring_t *s, const mm_reg1_t *r)
 	}
 	mm_sprintf_lite(s, "\ttp:A:%c\tcm:i:%d\ts1:i:%d", type, r->cnt, r->score);
 	if (r->parent == r->id) mm_sprintf_lite(s, "\ts2:i:%d", r->subsc);
-	if (r->div >= 0.0f && r->div <= 1.0f) {
-		char buf[8];
+	if (r->p) {
+		char buf[16];
+		double div;
+		div = 1.0 - mm_event_identity(r);
+		if (div == 0.0) buf[0] = '0', buf[1] = 0;
+		else snprintf(buf, 16, "%.4f", 1.0 - mm_event_identity(r));
+		mm_sprintf_lite(s, "\tde:f:%s", buf);
+	} else if (r->div >= 0.0f && r->div <= 1.0f) {
+		char buf[16];
 		if (r->div == 0.0f) buf[0] = '0', buf[1] = 0;
-		else sprintf(buf, "%.4f", r->div);
+		else snprintf(buf, 16, "%.4f", r->div);
 		mm_sprintf_lite(s, "\tdv:f:%s", buf);
 	}
 	if (r->split) mm_sprintf_lite(s, "\tzd:i:%d", r->split);
 }
 
-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)
+void mm_write_paf3(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, void *km, int opt_flag, int rep_len)
 {
 	s->l = 0;
+	if (r == 0) {
+		mm_sprintf_lite(s, "%s\t%d\t0\t0\t*\t*\t0\t0\t0\t0\t0\t0", t->name, t->l_seq);
+		if (rep_len >= 0) mm_sprintf_lite(s, "\trl:i:%d", rep_len);
+		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);
@@ -231,14 +316,22 @@ void mm_write_paf(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const m
 	mm_sprintf_lite(s, "\t%d\t%d", r->mlen, r->blen);
 	mm_sprintf_lite(s, "\t%d", r->mapq);
 	write_tags(s, r);
+	if (rep_len >= 0) mm_sprintf_lite(s, "\trl:i:%d", rep_len);
 	if (r->p && (opt_flag & MM_F_OUT_CG)) {
 		uint32_t k;
 		mm_sprintf_lite(s, "\tcg:Z:");
 		for (k = 0; k < r->p->n_cigar; ++k)
-			mm_sprintf_lite(s, "%d%c", r->p->cigar[k]>>4, "MIDN"[r->p->cigar[k]&0xf]);
+			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))
-		write_cs(km, s, mi, t, r, !(opt_flag&MM_F_OUT_CS_LONG));
+	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, 1);
+	if ((opt_flag & MM_F_COPY_COMMENT) && t->comment)
+		mm_sprintf_lite(s, "\t%s", t->comment);
+}
+
+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)
+{
+	mm_write_paf3(s, mi, t, r, km, opt_flag, -1);
 }
 
 static void sam_write_sq(kstring_t *s, char *seq, int l, int rev, int comp)
@@ -282,15 +375,16 @@ static void write_sam_cigar(kstring_t *s, int sam_flag, int in_tag, int qlen, co
 			if (clip_len[1]) mm_sprintf_lite(s, ",%u", clip_len[1]<<4|clip_char);
 		} else {
 			int clip_char = (sam_flag&0x800) && !(opt_flag&MM_F_SOFTCLIP)? 'H' : 'S';
+			assert(clip_len[0] < qlen && clip_len[1] < qlen);
 			if (clip_len[0]) mm_sprintf_lite(s, "%d%c", clip_len[0], clip_char);
 			for (k = 0; k < r->p->n_cigar; ++k)
-				mm_sprintf_lite(s, "%d%c", r->p->cigar[k]>>4, "MIDN"[r->p->cigar[k]&0xf]);
+				mm_sprintf_lite(s, "%d%c", r->p->cigar[k]>>4, "MIDNSHP=XB"[r->p->cigar[k]&0xf]);
 			if (clip_len[1]) mm_sprintf_lite(s, "%d%c", clip_len[1], clip_char);
 		}
 	}
 }
 
-void mm_write_sam2(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int seg_idx, int reg_idx, int n_seg, const int *n_regss, const mm_reg1_t *const* regss, void *km, int opt_flag)
+void mm_write_sam3(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int seg_idx, int reg_idx, int n_seg, const int *n_regss, const mm_reg1_t *const* regss, void *km, int opt_flag, int rep_len)
 {
 	const int max_bam_cigar_op = 65535;
 	int flag, n_regs = n_regss[seg_idx], cigar_in_tag = 0;
@@ -353,9 +447,11 @@ void mm_write_sam2(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int se
 				cigar_in_tag = 1;
 		}
 		if (cigar_in_tag) {
-			if (flag & 0x100) mm_sprintf_lite(s, "0S"); // secondary alignment
-			else if (flag & 0x800) mm_sprintf_lite(s, "%dS", r->re - r->rs); // supplementary alignment
-			else mm_sprintf_lite(s, "%dS", t->l_seq);
+			int slen;
+			if ((flag & 0x900) == 0 || (opt_flag & MM_F_SOFTCLIP)) slen = t->l_seq;
+			else if (flag & 0x100) slen = 0;
+			else slen = r->qe - r->qs;
+			mm_sprintf_lite(s, "%dS%dN", slen, r->re - r->rs);
 		} else write_sam_cigar(s, flag, 0, t->l_seq, r, opt_flag);
 	}
 
@@ -364,17 +460,17 @@ void mm_write_sam2(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int se
 		int tlen = 0;
 		if (this_rid >= 0 && r_next) {
 			if (this_rid == r_next->rid) {
-				int this_pos5 = r && r->rev? r->re - 1 : this_pos;
-				int next_pos5 = r_next->rev? r_next->re - 1 : r_next->rs;
-				tlen = next_pos5 - this_pos5;
+				if (r) {
+					int this_pos5 = r->rev? r->re - 1 : this_pos;
+					int next_pos5 = r_next->rev? r_next->re - 1 : r_next->rs;
+					tlen = next_pos5 - this_pos5;
+				}
 				mm_sprintf_lite(s, "\t=\t");
 			} else mm_sprintf_lite(s, "\t%s\t", mi->seq[r_next->rid].name);
 			mm_sprintf_lite(s, "%d\t", r_next->rs + 1);
 		} else if (r_next) { // && this_rid < 0
 			mm_sprintf_lite(s, "\t%s\t%d\t", mi->seq[r_next->rid].name, r_next->rs + 1);
 		} else if (this_rid >= 0) { // && r_next == NULL
-			int this_pos5 = this_rev? r->re - 1 : this_pos; // this_rev is only true when r != NULL
-			tlen = this_pos - this_pos5; // next_pos5 will be this_pos
 			mm_sprintf_lite(s, "\t=\t%d\t", this_pos + 1); // next segment will take r's coordinate
 		} else mm_sprintf_lite(s, "\t*\t0\t"); // neither has coordinates
 		if (tlen > 0) ++tlen;
@@ -434,15 +530,24 @@ 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))
-			write_cs(km, s, mi, t, r, !(opt_flag&MM_F_OUT_CS_LONG));
+		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, 1);
 		if (cigar_in_tag)
 			write_sam_cigar(s, flag, 1, t->l_seq, r, opt_flag);
 	}
+	if (rep_len >= 0) mm_sprintf_lite(s, "\trl:i:%d", rep_len);
+
+	if ((opt_flag & MM_F_COPY_COMMENT) && t->comment)
+		mm_sprintf_lite(s, "\t%s", t->comment);
 
 	s->s[s->l] = 0; // we always have room for an extra byte (see str_enlarge)
 }
 
+void mm_write_sam2(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int seg_idx, int reg_idx, int n_seg, const int *n_regss, const mm_reg1_t *const* regss, void *km, int opt_flag)
+{
+	mm_write_sam3(s, mi, t, seg_idx, reg_idx, n_seg, n_regss, regss, km, opt_flag, -1);
+}
+
 void mm_write_sam(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, int n_regs, const mm_reg1_t *regs)
 {
 	int i;

getopt.c

@@ -1,216 +0,0 @@
-#include <stddef.h>
-#include <stdio.h>
-#include <string.h>
-#include "getopt.h"
-
-char *optarg;
-int optind=1, opterr=1, optopt, __optpos, optreset=0;
-
-#define optpos __optpos
-
-static void __getopt_msg(const char *a, const char *b, const char *c, size_t l)
-{
-	FILE *f = stderr;
-#if !defined(WIN32) && !defined(_WIN32)
-	flockfile(f);
-#endif
-	fputs(a, f);
-	fwrite(b, strlen(b), 1, f);
-	fwrite(c, 1, l, f);
-	fputc('\n', f);
-#if !defined(WIN32) && !defined(_WIN32)
-	funlockfile(f);
-#endif
-}
-
-int getopt(int argc, char * const argv[], const char *optstring)
-{
-	int i, c, d;
-	int k, l;
-	char *optchar;
-
-	if (!optind || optreset) {
-		optreset = 0;
-		__optpos = 0;
-		optind = 1;
-	}
-
-	if (optind >= argc || !argv[optind])
-		return -1;
-
-	if (argv[optind][0] != '-') {
-		if (optstring[0] == '-') {
-			optarg = argv[optind++];
-			return 1;
-		}
-		return -1;
-	}
-
-	if (!argv[optind][1])
-		return -1;
-
-	if (argv[optind][1] == '-' && !argv[optind][2])
-		return optind++, -1;
-
-	if (!optpos) optpos++;
-	c = argv[optind][optpos], k = 1;
-	optchar = argv[optind]+optpos;
-	optopt = c;
-	optpos += k;
-
-	if (!argv[optind][optpos]) {
-		optind++;
-		optpos = 0;
-	}
-
-	if (optstring[0] == '-' || optstring[0] == '+')
-		optstring++;
-
-	i = 0;
-	d = 0;
-	do {
-		d = optstring[i], l = 1;
-		if (l>0) i+=l; else i++;
-	} while (l && d != c);
-
-	if (d != c) {
-		if (optstring[0] != ':' && opterr)
-			__getopt_msg(argv[0], ": unrecognized option: ", optchar, k);
-		return '?';
-	}
-	if (optstring[i] == ':') {
-		if (optstring[i+1] == ':') optarg = 0;
-		else if (optind >= argc) {
-			if (optstring[0] == ':') return ':';
-			if (opterr) __getopt_msg(argv[0],
-				": option requires an argument: ",
-				optchar, k);
-			return '?';
-		}
-		if (optstring[i+1] != ':' || optpos) {
-			optarg = argv[optind++] + optpos;
-			optpos = 0;
-		}
-	}
-	return c;
-}
-
-static void permute(char *const *argv, int dest, int src)
-{
-	char **av = (char **)argv;
-	char *tmp = av[src];
-	int i;
-	for (i=src; i>dest; i--)
-		av[i] = av[i-1];
-	av[dest] = tmp;
-}
-
-static int __getopt_long_core(int argc, char *const *argv, const char *optstring, const struct option *longopts, int *idx, int longonly)
-{
-	optarg = 0;
-	if (longopts && argv[optind][0] == '-' &&
-		((longonly && argv[optind][1] && argv[optind][1] != '-') ||
-		 (argv[optind][1] == '-' && argv[optind][2])))
-	{
-		int colon = optstring[optstring[0]=='+'||optstring[0]=='-']==':';
-		int i, cnt, match = -1;
-		char *opt;
-		for (cnt=i=0; longopts[i].name; i++) {
-			const char *name = longopts[i].name;
-			opt = argv[optind]+1;
-			if (*opt == '-') opt++;
-			for (; *name && *name == *opt; name++, opt++);
-			if (*opt && *opt != '=') continue;
-			match = i;
-			if (!*name) {
-				cnt = 1;
-				break;
-			}
-			cnt++;
-		}
-		if (cnt==1) {
-			i = match;
-			optind++;
-			optopt = longopts[i].val;
-			if (*opt == '=') {
-				if (!longopts[i].has_arg) {
-					if (colon || !opterr)
-						return '?';
-					__getopt_msg(argv[0],
-						": option does not take an argument: ",
-						longopts[i].name,
-						strlen(longopts[i].name));
-					return '?';
-				}
-				optarg = opt+1;
-			} else if (longopts[i].has_arg == required_argument) {
-				if (!(optarg = argv[optind])) {
-					if (colon) return ':';
-					if (!opterr) return '?';
-					__getopt_msg(argv[0],
-						": option requires an argument: ",
-						longopts[i].name,
-						strlen(longopts[i].name));
-					return '?';
-				}
-				optind++;
-			}
-			if (idx) *idx = i;
-			if (longopts[i].flag) {
-				*longopts[i].flag = longopts[i].val;
-				return 0;
-			}
-			return longopts[i].val;
-		}
-		if (argv[optind][1] == '-') {
-			if (!colon && opterr)
-				__getopt_msg(argv[0], cnt ?
-					": option is ambiguous: " :
-					": unrecognized option: ",
-					argv[optind]+2,
-					strlen(argv[optind]+2));
-			optind++;
-			return '?';
-		}
-	}
-	return getopt(argc, argv, optstring);
-}
-
-static int __getopt_long(int argc, char *const *argv, const char *optstring, const struct option *longopts, int *idx, int longonly)
-{
-	int ret, skipped, resumed;
-	if (!optind || optreset) {
-		optreset = 0;
-		__optpos = 0;
-		optind = 1;
-	}
-	if (optind >= argc || !argv[optind]) return -1;
-	skipped = optind;
-	if (optstring[0] != '+' && optstring[0] != '-') {
-		int i;
-		for (i=optind; ; i++) {
-			if (i >= argc || !argv[i]) return -1;
-			if (argv[i][0] == '-' && argv[i][1]) break;
-		}
-		optind = i;
-	}
-	resumed = optind;
-	ret = __getopt_long_core(argc, argv, optstring, longopts, idx, longonly);
-	if (resumed > skipped) {
-		int i, cnt = optind-resumed;
-		for (i=0; i<cnt; i++)
-			permute(argv, skipped, optind-1);
-		optind = skipped + cnt;
-	}
-	return ret;
-}
-
-int getopt_long(int argc, char *const *argv, const char *optstring, const struct option *longopts, int *idx)
-{
-	return __getopt_long(argc, argv, optstring, longopts, idx, 0);
-}
-
-int getopt_long_only(int argc, char *const *argv, const char *optstring, const struct option *longopts, int *idx)
-{
-	return __getopt_long(argc, argv, optstring, longopts, idx, 1);
-}

getopt.h

@@ -1,53 +0,0 @@
-/*
-  Copyright 2005-2014 Rich Felker, et al.
-  
-  Permission is hereby granted, free of charge, to any person obtaining
-  a copy of this software and associated documentation files (the
-  "Software"), to deal in the Software without restriction, including
-  without limitation the rights to use, copy, modify, merge, publish,
-  distribute, sublicense, and/or sell copies of the Software, and to
-  permit persons to whom the Software is furnished to do so, subject to
-  the following conditions:
-  
-  The above copyright notice and this permission notice shall be
-  included in all copies or substantial portions of the Software.
-  
-  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
-  EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
-  MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
-  IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
-  CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
-  TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
-  SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-*/
-
-#ifndef _GETOPT_H
-#define _GETOPT_H
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-int getopt(int, char * const [], const char *);
-extern char *optarg;
-extern int optind, opterr, optopt, optreset;
-
-struct option {
-	const char *name;
-	int has_arg;
-	int *flag;
-	int val;
-};
-
-int getopt_long(int, char *const *, const char *, const struct option *, int *);
-int getopt_long_only(int, char *const *, const char *, const struct option *, int *);
-
-#define no_argument        0
-#define required_argument  1
-#define optional_argument  2
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif

hit.c

@@ -106,7 +106,7 @@ void mm_split_reg(mm_reg1_t *r, mm_reg1_t *r2, int n, int qlen, mm128_t *a)
 	r->split |= 1, r2->split |= 2;
 }
 
-void mm_set_parent(void *km, float mask_level, int n, mm_reg1_t *r, int sub_diff) // and compute mm_reg1_t::subsc
+void mm_set_parent(void *km, float mask_level, int n, mm_reg1_t *r, int sub_diff, int hard_mask_level) // and compute mm_reg1_t::subsc
 {
 	int i, j, k, *w;
 	uint64_t *cov;
@@ -118,6 +118,7 @@ void mm_set_parent(void *km, float mask_level, int n, mm_reg1_t *r, int sub_diff
 	for (i = 1, k = 1; i < n; ++i) {
 		mm_reg1_t *ri = &r[i];
 		int si = ri->qs, ei = ri->qe, n_cov = 0, uncov_len = 0;
+		if (hard_mask_level) goto skip_uncov;
 		for (j = 0; j < k; ++j) { // traverse existing primary hits to find overlapping hits
 			mm_reg1_t *rp = &r[w[j]];
 			int sj = rp->qs, ej = rp->qe;
@@ -132,18 +133,19 @@ void mm_set_parent(void *km, float mask_level, int n, mm_reg1_t *r, int sub_diff
 			int j, x = si;
 			radix_sort_64(cov, cov + n_cov);
 			for (j = 0; j < n_cov; ++j) {
-				if (cov[j]>>32 > x) uncov_len += (cov[j]>>32) - x;
+				if ((int)(cov[j]>>32) > x) uncov_len += (cov[j]>>32) - x;
 				x = (int32_t)cov[j] > x? (int32_t)cov[j] : x;
 			}
 			if (ei > x) uncov_len += ei - x;
 		}
+skip_uncov:
 		for (j = 0; j < k; ++j) { // traverse existing primary hits again
 			mm_reg1_t *rp = &r[w[j]];
 			int sj = rp->qs, ej = rp->qe, min, max, ol;
 			if (ej <= si || sj >= ei) continue; // no overlap
 			min = ej - sj < ei - si? ej - sj : ei - si;
 			max = ej - sj > ei - si? ej - sj : ei - si;
-			ol = si < sj? (ei < sj? 0 : ei < ej? ei - sj : ej - sj) : (ej < si? 0 : ej < ei? ej - si : ei - si); // overlap length
+			ol = si < sj? (ei < sj? 0 : ei < ej? ei - sj : ej - sj) : (ej < si? 0 : ej < ei? ej - si : ei - si); // overlap length; TODO: this can be simplified
 			if ((float)ol / min - (float)uncov_len / max > mask_level) {
 				int cnt_sub = 0;
 				ri->parent = rp->parent;
@@ -164,9 +166,9 @@ 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 +177,20 @@ 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];
@@ -246,7 +254,7 @@ void mm_select_sub(void *km, float pri_ratio, int min_diff, int best_n, int *n_,
 	}
 }
 
-void mm_filter_regs(void *km, const mm_mapopt_t *opt, int qlen, int *n_regs, mm_reg1_t *regs)
+void mm_filter_regs(const mm_mapopt_t *opt, int qlen, int *n_regs, mm_reg1_t *regs)
 { // NB: after this call, mm_reg1_t::parent can be -1 if its parent filtered out
 	int i, k;
 	for (i = k = 0; i < *n_regs; ++i) {
@@ -304,7 +312,7 @@ void mm_join_long(void *km, const mm_mapopt_t *opt, int qlen, int *n_regs_, mm_r
 	for (i = n_aux - 1; i >= 1; --i) {
 		mm_reg1_t *r0 = &regs[(int32_t)aux[i-1]], *r1 = &regs[(int32_t)aux[i]];
 		mm128_t *a0e, *a1s;
-		int max_gap, min_gap, sc_thres;
+		int max_gap, min_gap, sc_thres, min_flank_len;
 
 		// test
 		if (r0->as + r0->cnt != r1->as) continue; // not adjacent in a[]
@@ -313,13 +321,14 @@ void mm_join_long(void *km, const mm_mapopt_t *opt, int qlen, int *n_regs_, mm_r
 		a1s = &a[r1->as];
 		if (a1s->x <= a0e->x || (int32_t)a1s->y <= (int32_t)a0e->y) continue; // keep colinearity
 		max_gap = min_gap = (int32_t)a1s->y - (int32_t)a0e->y;
-		max_gap = max_gap > a1s->x - a0e->x? max_gap : a1s->x - a0e->x;
-		min_gap = min_gap < a1s->x - a0e->x? min_gap : a1s->x - a0e->x;
+		max_gap = a0e->x + max_gap > a1s->x? max_gap : a1s->x - a0e->x;
+		min_gap = a0e->x + min_gap < a1s->x? min_gap : a1s->x - a0e->x;
 		if (max_gap > opt->max_join_long || min_gap > opt->max_join_short) continue;
 		sc_thres = (int)((float)opt->min_join_flank_sc / opt->max_join_long * max_gap + .499);
 		if (r0->score < sc_thres || r1->score < sc_thres) continue; // require good flanking chains
-		if (r0->re - r0->rs < max_gap>>1 || r0->qe - r0->qs < max_gap>>1) continue; // require enough flanking length
-		if (r1->re - r1->rs < max_gap>>1 || r1->qe - r1->qs < max_gap>>1) continue;
+		min_flank_len = (int)(max_gap * opt->min_join_flank_ratio);
+		if (r0->re - r0->rs < min_flank_len || r0->qe - r0->qs < min_flank_len) continue; // require enough flanking length
+		if (r1->re - r1->rs < min_flank_len || r1->qe - r1->qs < min_flank_len) continue;
 
 		// all conditions satisfied; join
 		a[r1->as].y |= MM_SEED_LONG_JOIN;
@@ -339,7 +348,7 @@ void mm_join_long(void *km, const mm_mapopt_t *opt, int qlen, int *n_regs_, mm_r
 					r->parent = regs[r->parent].parent;
 			}
 		}
-		mm_filter_regs(km, opt, qlen, n_regs_, regs);
+		mm_filter_regs(opt, qlen, n_regs_, regs);
 		mm_sync_regs(km, *n_regs_, regs);
 	}
 }
@@ -411,23 +420,23 @@ void mm_seg_free(void *km, int n_segs, mm_seg_t *segs)
 static void mm_set_inv_mapq(void *km, int n_regs, mm_reg1_t *regs)
 {
 	int i, n_aux;
-	uint64_t *aux;
+	mm128_t *aux;
 	if (n_regs < 3) return;
 	for (i = 0; i < n_regs; ++i)
 		if (regs[i].inv) break;
 	if (i == n_regs) return; // no inversion hits
 
-	aux = (uint64_t*)kmalloc(km, n_regs * 8);
+	aux = (mm128_t*)kmalloc(km, n_regs * 16);
 	for (i = n_aux = 0; i < n_regs; ++i)
 		if (regs[i].parent == i || regs[i].parent < 0)
-			aux[n_aux++] = (uint64_t)regs[i].as << 32 | i;
-	radix_sort_64(aux, aux + n_aux);
+			aux[n_aux].y = i, aux[n_aux++].x = (uint64_t)regs[i].rid << 32 | regs[i].rs;
+	radix_sort_128x(aux, aux + n_aux);
 
 	for (i = 1; i < n_aux - 1; ++i) {
-		mm_reg1_t *inv = &regs[(int32_t)aux[i]];
+		mm_reg1_t *inv = &regs[aux[i].y];
 		if (inv->inv) {
-			mm_reg1_t *l = &regs[(int32_t)aux[i-1]];
-			mm_reg1_t *r = &regs[(int32_t)aux[i+1]];
+			mm_reg1_t *l = &regs[aux[i-1].y];
+			mm_reg1_t *r = &regs[aux[i+1].y];
 			inv->mapq = l->mapq < r->mapq? l->mapq : r->mapq;
 		}
 	}
@@ -440,6 +449,7 @@ void mm_set_mapq(void *km, int n_regs, mm_reg1_t *regs, int min_chain_sc, int ma
 	int64_t sum_sc = 0;
 	float uniq_ratio;
 	int i;
+	if (n_regs == 0) return;
 	for (i = 0; i < n_regs; ++i)
 		if (regs[i].parent == regs[i].id)
 			sum_sc += regs[i].score;

index.c

@@ -1,4 +1,5 @@
 #include <stdlib.h>
+#include <limits.h>
 #include <assert.h>
 #if defined(WIN32) || defined(_WIN32)
 #include <io.h> // for open(2)
@@ -31,6 +32,16 @@ typedef struct mm_idx_bucket_s {
 	void *h;     // hash table indexing _p_ and minimizers appearing once
 } mm_idx_bucket_t;
 
+typedef struct {
+	int32_t st, en, max; // max is not used for now
+	int32_t score:30, strand:2;
+} mm_idx_intv1_t;
+
+typedef struct mm_idx_intv_s {
+	int32_t n, m;
+	mm_idx_intv1_t *a;
+} mm_idx_intv_t;
+
 mm_idx_t *mm_idx_init(int w, int k, int b, int flag)
 {
 	mm_idx_t *mi;
@@ -45,13 +56,20 @@ mm_idx_t *mm_idx_init(int w, int k, int b, int flag)
 
 void mm_idx_destroy(mm_idx_t *mi)
 {
-	int i;
+	uint32_t i;
 	if (mi == 0) return;
 	if (mi->h) kh_destroy(str, (khash_t(str)*)mi->h);
-	for (i = 0; i < 1<<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->I) {
+		for (i = 0; i < mi->n_seq; ++i)
+			free(mi->I[i].a);
+		free(mi->I);
 	}
 	if (!mi->km) {
 		for (i = 0; i < mi->n_seq; ++i)
@@ -82,14 +100,15 @@ const uint64_t *mm_idx_get(const mm_idx_t *mi, uint64_t minier, int *n)
 
 void mm_idx_stat(const mm_idx_t *mi)
 {
-	int i, n = 0, n1 = 0;
+	int n = 0, n1 = 0;
+	uint32_t i;
 	uint64_t sum = 0, len = 0;
 	fprintf(stderr, "[M::%s] kmer size: %d; skip: %d; is_hpc: %d; #seq: %d\n", __func__, mi->k, mi->w, mi->flag&MM_I_HPC, mi->n_seq);
 	for (i = 0; i < mi->n_seq; ++i)
 		len += mi->seq[i].len;
-	for (i = 0; i < 1<<mi->b; ++i)
+	for (i = 0; i < 1U<<mi->b; ++i)
 		if (mi->B[i].h) n += kh_size((idxhash_t*)mi->B[i].h);
-	for (i = 0; i < 1<<mi->b; ++i) {
+	for (i = 0; i < 1U<<mi->b; ++i) {
 		idxhash_t *h = (idxhash_t*)mi->B[i].h;
 		khint_t k;
 		if (h == 0) continue;
@@ -170,11 +189,18 @@ int32_t mm_idx_cal_max_occ(const mm_idx_t *mi, float f)
  * Sort and generate hash tables *
  *********************************/
 
+typedef struct {
+	mm_idx_t *mi;
+	int min_occ, max_occ;
+} idx_post_t;
+
 static void worker_post(void *g, long i, int tid)
 {
-	int j, start_a, start_p, n, n_keys;
+	int n, n_keys;
+	size_t j, start_a, start_p;
 	idxhash_t *h;
-	mm_idx_t *mi = (mm_idx_t*)g;
+	idx_post_t *o = (idx_post_t*)g;
+	mm_idx_t *mi = o->mi;
 	mm_idx_bucket_t *b = &mi->B[i];
 	if (b->a.n == 0) return;
 
@@ -184,8 +210,10 @@ static void worker_post(void *g, long i, int tid)
 	// count and preallocate
 	for (j = 1, n = 1, n_keys = 0, b->n = 0; j <= b->a.n; ++j) {
 		if (j == b->a.n || b->a.a[j].x>>8 != b->a.a[j-1].x>>8) {
-			++n_keys;
-			if (n > 1) b->n += n;
+			if (n >= o->min_occ && n <= o->max_occ) {
+				++n_keys;
+				if (n > 1) b->n += n;
+			}
 			n = 1;
 		} else ++n;
 	}
@@ -199,33 +227,38 @@ static void worker_post(void *g, long i, int tid)
 			khint_t itr;
 			int absent;
 			mm128_t *p = &b->a.a[j-1];
-			itr = kh_put(idx, h, p->x>>8>>mi->b<<1, &absent);
-			assert(absent && j - start_a == n);
-			if (n == 1) {
-				kh_key(h, itr) |= 1;
-				kh_val(h, itr) = p->y;
-			} else {
-				int k;
-				for (k = 0; k < n; ++k)
-					b->p[start_p + k] = b->a.a[start_a + k].y;
-				radix_sort_64(&b->p[start_p], &b->p[start_p + n]); // sort by position; needed as in-place radix_sort_128x() is not stable
-				kh_val(h, itr) = (uint64_t)start_p<<32 | n;
-				start_p += n;
+			if (n >= o->min_occ && n <= o->max_occ) {
+				itr = kh_put(idx, h, p->x>>8>>mi->b<<1, &absent);
+				assert(absent && j == start_a + n);
+				if (n == 1) {
+					kh_key(h, itr) |= 1;
+					kh_val(h, itr) = p->y;
+				} else {
+					int k;
+					for (k = 0; k < n; ++k)
+						b->p[start_p + k] = b->a.a[start_a + k].y;
+					radix_sort_64(&b->p[start_p], &b->p[start_p + n]); // sort by position; needed as in-place radix_sort_128x() is not stable
+					kh_val(h, itr) = (uint64_t)start_p<<32 | n;
+					start_p += n;
+				}
 			}
 			start_a = j, n = 1;
 		} else ++n;
 	}
 	b->h = h;
-	assert(b->n == start_p);
+	assert(b->n == (int32_t)start_p);
 
 	// deallocate and clear b->a
 	kfree(0, b->a.a);
 	b->a.n = b->a.m = 0, b->a.a = 0;
 }
  
-static void mm_idx_post(mm_idx_t *mi, int n_threads)
+static void mm_idx_post(mm_idx_t *mi, int n_threads, int min_occ, int max_occ)
 {
-	kt_for(n_threads, worker_post, mi, 1<<mi->b);
+	idx_post_t t;
+	if (max_occ <= 0 || max_occ < min_occ) max_occ = INT_MAX;
+	t.mi = mi, t.min_occ = min_occ, t.max_occ = max_occ;
+	kt_for(n_threads, worker_post, &t, 1<<mi->b);
 }
 
 /******************
@@ -331,12 +364,12 @@ static void *worker_pipeline(void *shared, int step, void *in)
     return 0;
 }
 
-mm_idx_t *mm_idx_gen(mm_bseq_file_t *fp, int w, int k, int b, int flag, int mini_batch_size, int n_threads, uint64_t batch_size)
+mm_idx_t *mm_idx_gen2(mm_bseq_file_t *fp, int w, int k, int b, int flag, int mini_batch_size, int n_threads, uint64_t batch_size, int min_occ, int max_occ)
 {
 	pipeline_t pl;
 	if (fp == 0 || mm_bseq_eof(fp)) return 0;
 	memset(&pl, 0, sizeof(pipeline_t));
-	pl.mini_batch_size = mini_batch_size < batch_size? mini_batch_size : batch_size;
+	pl.mini_batch_size = (uint64_t)mini_batch_size < batch_size? mini_batch_size : batch_size;
 	pl.batch_size = batch_size;
 	pl.fp = fp;
 	pl.mi = mm_idx_init(w, k, b, flag);
@@ -345,13 +378,18 @@ mm_idx_t *mm_idx_gen(mm_bseq_file_t *fp, int w, int k, int b, int flag, int mini
 	if (mm_verbose >= 3)
 		fprintf(stderr, "[M::%s::%.3f*%.2f] collected minimizers\n", __func__, realtime() - mm_realtime0, cputime() / (realtime() - mm_realtime0));
 
-	mm_idx_post(pl.mi, n_threads);
+	mm_idx_post(pl.mi, n_threads, min_occ, max_occ);
 	if (mm_verbose >= 3)
 		fprintf(stderr, "[M::%s::%.3f*%.2f] sorted minimizers\n", __func__, realtime() - mm_realtime0, cputime() / (realtime() - mm_realtime0));
 
 	return pl.mi;
 }
 
+mm_idx_t *mm_idx_gen(mm_bseq_file_t *fp, int w, int k, int b, int flag, int mini_batch_size, int n_threads, uint64_t batch_size)
+{
+	return mm_idx_gen2(fp, w, k, b, flag, mini_batch_size, n_threads, batch_size, 0, INT_MAX);
+}
+
 mm_idx_t *mm_idx_build(const char *fn, int w, int k, int flag, int n_threads) // a simpler interface; deprecated
 {
 	mm_bseq_file_t *fp;
@@ -368,7 +406,9 @@ 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]);
@@ -379,13 +419,17 @@ 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);
@@ -402,7 +446,7 @@ mm_idx_t *mm_idx_str(int w, int k, int is_hpc, int bucket_bits, int n, const cha
 		}
 	}
 	free(a.a);
-	mm_idx_post(mi, 1);
+	mm_idx_post(mi, 1, 0, 0);
 	return mi;
 }
 
@@ -413,17 +457,20 @@ mm_idx_t *mm_idx_str(int w, int k, int is_hpc, int bucket_bits, int n, const cha
 void mm_idx_dump(FILE *fp, const mm_idx_t *mi)
 {
 	uint64_t sum_len = 0;
-	uint32_t x[5];
-	int i;
+	uint32_t x[5], i;
 
 	x[0] = mi->w, x[1] = mi->k, x[2] = mi->b, x[3] = mi->n_seq, x[4] = mi->flag;
 	fwrite(MM_IDX_MAGIC, 1, 4, fp);
 	fwrite(x, 4, 5, fp);
 	for (i = 0; i < mi->n_seq; ++i) {
-		uint8_t l;
-		l = strlen(mi->seq[i].name);
-		fwrite(&l, 1, 1, fp);
-		fwrite(mi->seq[i].name, 1, l, fp);
+		if (mi->seq[i].name) {
+			uint8_t l = strlen(mi->seq[i].name);
+			fwrite(&l, 1, 1, fp);
+			fwrite(mi->seq[i].name, 1, l, fp);
+		} else {
+			uint8_t l = 0;
+			fwrite(&l, 1, 1, fp);
+		}
 		fwrite(&mi->seq[i].len, 4, 1, fp);
 		sum_len += mi->seq[i].len;
 	}
@@ -450,9 +497,8 @@ void mm_idx_dump(FILE *fp, const mm_idx_t *mi)
 
 mm_idx_t *mm_idx_load(FILE *fp)
 {
-	int i;
 	char magic[4];
-	uint32_t x[5];
+	uint32_t x[5], i;
 	uint64_t sum_len = 0;
 	mm_idx_t *mi;
 
@@ -466,9 +512,11 @@ mm_idx_t *mm_idx_load(FILE *fp)
 		uint8_t l;
 		mm_idx_seq_t *s = &mi->seq[i];
 		fread(&l, 1, 1, fp);
-		s->name = (char*)kmalloc(mi->km, l + 1);
-		fread(s->name, 1, l, fp);
-		s->name[l] = 0;
+		if (l) {
+			s->name = (char*)kmalloc(mi->km, l + 1);
+			fread(s->name, 1, l, fp);
+			s->name[l] = 0;
+		}
 		fread(&s->len, 4, 1, fp);
 		s->offset = sum_len;
 		sum_len += s->len;
@@ -504,14 +552,19 @@ 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;
@@ -554,10 +607,10 @@ mm_idx_t *mm_idx_reader_read(mm_idx_reader_t *r, int n_threads)
 		if (mi && mm_verbose >= 2 && (mi->k != r->opt.k || mi->w != r->opt.w || (mi->flag&MM_I_HPC) != (r->opt.flag&MM_I_HPC)))
 			fprintf(stderr, "[WARNING]\033[1;31m Indexing parameters (-k, -w or -H) overridden by parameters used in the prebuilt index.\033[0m\n");
 	} else
-		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);
+		mi = mm_idx_gen2(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, r->opt.min_occ, r->opt.max_occ);
 	if (mi) {
 		if (r->fp_out) mm_idx_dump(r->fp_out, mi);
-		++r->n_parts;
+		mi->index = r->n_parts++;
 	}
 	return mi;
 }
@@ -566,3 +619,127 @@ int mm_idx_reader_eof(const mm_idx_reader_t *r) // TODO: in extremely rare cases
 {
 	return r->is_idx? (feof(r->fp.idx) || ftell(r->fp.idx) == r->idx_size) : mm_bseq_eof(r->fp.seq);
 }
+
+#include <ctype.h>
+#include <zlib.h>
+#include "ksort.h"
+#include "kseq.h"
+KSTREAM_DECLARE(gzFile, gzread)
+
+#define sort_key_bed(a) ((a).st)
+KRADIX_SORT_INIT(bed, mm_idx_intv1_t, sort_key_bed, 4)
+
+mm_idx_intv_t *mm_idx_read_bed(const mm_idx_t *mi, const char *fn, int read_junc)
+{
+	gzFile fp;
+	kstream_t *ks;
+	kstring_t str = {0,0,0};
+	mm_idx_intv_t *I;
+
+	fp = fn && strcmp(fn, "-")? gzopen(fn, "r") : gzdopen(fileno(stdin), "r");
+	if (fp == 0) return 0;
+	I = (mm_idx_intv_t*)calloc(mi->n_seq, sizeof(*I));
+	ks = ks_init(fp);
+	while (ks_getuntil(ks, KS_SEP_LINE, &str, 0) >= 0) {
+		mm_idx_intv_t *r;
+		mm_idx_intv1_t t = {-1,-1,-1,-1,0};
+		char *p, *q, *bl, *bs;
+		int32_t i, id = -1, n_blk = 0;
+		for (p = q = str.s, i = 0;; ++p) {
+			if (*p == 0 || isspace(*p)) {
+				int32_t c = *p;
+				*p = 0;
+				if (i == 0) { // chr
+					id = mm_idx_name2id(mi, q);
+					if (id < 0) break; // unknown name; TODO: throw a warning
+				} else if (i == 1) { // start
+					t.st = atol(q); // TODO: watch out integer overflow!
+					if (t.st < 0) break;
+				} else if (i == 2) { // end
+					t.en = atol(q);
+					if (t.en < 0) break;
+				} else if (i == 4) { // BED score
+					t.score = atol(q);
+				} else if (i == 5) { // strand
+					t.strand = *q == '+'? 1 : *q == '-'? -1 : 0;
+				} else if (i == 9) {
+					if (!isdigit(*q)) break;
+					n_blk = atol(q);
+				} else if (i == 10) {
+					bl = q;
+				} else if (i == 11) {
+					bs = q;
+					break;
+				}
+				if (c == 0) break;
+				++i, q = p + 1;
+			}
+		}
+		if (id < 0 || t.st < 0 || t.st >= t.en) continue;
+		r = &I[id];
+		if (i >= 11 && read_junc) { // BED12
+			int32_t st, sz, en;
+			st = strtol(bs, &bs, 10); ++bs;
+			sz = strtol(bl, &bl, 10); ++bl;
+			en = t.st + st + sz;
+			for (i = 1; i < n_blk; ++i) {
+				mm_idx_intv1_t s = t;
+				if (r->n == r->m) {
+					r->m = r->m? r->m + (r->m>>1) : 16;
+					r->a = (mm_idx_intv1_t*)realloc(r->a, sizeof(*r->a) * r->m);
+				}
+				st = strtol(bs, &bs, 10); ++bs;
+				sz = strtol(bl, &bl, 10); ++bl;
+				s.st = en, s.en = t.st + st;
+				en = t.st + st + sz;
+				if (s.en > s.st) r->a[r->n++] = s;
+			}
+		} else {
+			if (r->n == r->m) {
+				r->m = r->m? r->m + (r->m>>1) : 16;
+				r->a = (mm_idx_intv1_t*)realloc(r->a, sizeof(*r->a) * r->m);
+			}
+			r->a[r->n++] = t;
+		}
+	}
+	free(str.s);
+	ks_destroy(ks);
+	gzclose(fp);
+	return I;
+}
+
+int mm_idx_bed_read(mm_idx_t *mi, const char *fn, int read_junc)
+{
+	int32_t i;
+	if (mi->h == 0) mm_idx_index_name(mi);
+	mi->I = mm_idx_read_bed(mi, fn, read_junc);
+	if (mi->I == 0) return -1;
+	for (i = 0; i < mi->n_seq; ++i) // TODO: eliminate redundant intervals
+		radix_sort_bed(mi->I[i].a, mi->I[i].a + mi->I[i].n);
+	return 0;
+}
+
+int mm_idx_bed_junc(const mm_idx_t *mi, int32_t ctg, int32_t st, int32_t en, uint8_t *s)
+{
+	int32_t i, left, right;
+	mm_idx_intv_t *r;
+	memset(s, 0, en - st);
+	if (mi->I == 0 || ctg < 0 || ctg >= mi->n_seq) return -1;
+	r = &mi->I[ctg];
+	left = 0, right = r->n;
+	while (right > left) {
+		int32_t mid = left + ((right - left) >> 1);
+		if (r->a[mid].st >= st) right = mid;
+		else left = mid + 1;
+	}
+	for (i = left; i < r->n; ++i) {
+		if (st <= r->a[i].st && en >= r->a[i].en && r->a[i].strand != 0) {
+			if (r->a[i].strand > 0) {
+				s[r->a[i].st - st] |= 1, s[r->a[i].en - 1 - st] |= 2;
+			} else {
+				s[r->a[i].st - st] |= 8, s[r->a[i].en - 1 - st] |= 4;
+			}
+		}
+	}
+	return left;
+}

kalloc.c

@@ -18,15 +18,14 @@
  *       |                           |                 |                               |
  *       p=p->ptr->ptr->ptr->ptr     p->ptr            p->ptr->ptr                     p->ptr->ptr->ptr
  */
-
-#define MIN_CORE_SIZE 0x80000
-
 typedef struct header_t {
 	size_t size;
 	struct header_t *ptr;
 } header_t;
 
 typedef struct {
+	void *par;
+	size_t min_core_size;
 	header_t base, *loop_head, *core_head; /* base is a zero-sized block always kept in the loop */
 } kmem_t;
 
@@ -36,31 +35,39 @@ static void panic(const char *s)
 	abort();
 }
 
-void *km_init(void)
+void *km_init2(void *km_par, size_t min_core_size)
 {
-	return calloc(1, sizeof(kmem_t));
+	kmem_t *km;
+	km = (kmem_t*)kcalloc(km_par, 1, sizeof(kmem_t));
+	km->par = km_par;
+	km->min_core_size = min_core_size > 0? min_core_size : 0x80000;
+	return (void*)km;
 }
 
+void *km_init(void) { return km_init2(0, 0); }
+
 void km_destroy(void *_km)
 {
 	kmem_t *km = (kmem_t*)_km;
+	void *km_par;
 	header_t *p, *q;
 	if (km == NULL) return;
+	km_par = km->par;
 	for (p = km->core_head; p != NULL;) {
 		q = p->ptr;
-		free(p);
+		kfree(km_par, p);
 		p = q;
 	}
-	free(km);
+	kfree(km_par, km);
 }
 
 static header_t *morecore(kmem_t *km, size_t nu)
 {
 	header_t *q;
 	size_t bytes, *p;
-	nu = (nu + 1 + (MIN_CORE_SIZE - 1)) / MIN_CORE_SIZE * MIN_CORE_SIZE; /* the first +1 for core header */
+	nu = (nu + 1 + (km->min_core_size - 1)) / km->min_core_size * km->min_core_size; /* the first +1 for core header */
 	bytes = nu * sizeof(header_t);
-	q = (header_t*)malloc(bytes);
+	q = (header_t*)kmalloc(km->par, bytes);
 	if (!q) panic("[morecore] insufficient memory");
 	q->ptr = km->core_head, q->size = nu, km->core_head = q;
 	p = (size_t*)(q + 1);
@@ -125,7 +132,7 @@ void *kmalloc(void *_km, size_t n_bytes)
 
 	if (n_bytes == 0) return 0;
 	if (km == NULL) return malloc(n_bytes);
-	n_units = (n_bytes + sizeof(size_t) + sizeof(header_t) - 1) / sizeof(header_t) + 1;
+	n_units = (n_bytes + sizeof(size_t) + sizeof(header_t) - 1) / sizeof(header_t); /* header+n_bytes requires at least this number of units */
 
 	if (!(q = km->loop_head)) /* the first time when kmalloc() is called, intialize it */
 		q = km->loop_head = km->base.ptr = &km->base;
@@ -160,18 +167,18 @@ void *kcalloc(void *_km, size_t count, size_t size)
 void *krealloc(void *_km, void *ap, size_t n_bytes) // TODO: this can be made more efficient in principle
 {
 	kmem_t *km = (kmem_t*)_km;
-	size_t n_units, *p, *q;
+	size_t cap, *p, *q;
 
 	if (n_bytes == 0) {
 		kfree(km, ap); return 0;
 	}
 	if (km == NULL) return realloc(ap, n_bytes);
 	if (ap == NULL) return kmalloc(km, n_bytes);
-	n_units = (n_bytes + sizeof(size_t) + sizeof(header_t) - 1) / sizeof(header_t);
 	p = (size_t*)ap - 1;
-	if (*p >= n_units) return ap; /* TODO: this prevents shrinking */
+	cap = (*p) * sizeof(header_t) - sizeof(size_t);
+	if (cap >= n_bytes) return ap; /* TODO: this prevents shrinking */
 	q = (size_t*)kmalloc(km, n_bytes);
-	memcpy(q, ap, (*p - 1) * sizeof(header_t));
+	memcpy(q, ap, cap);
 	kfree(km, ap);
 	return q;
 }

kalloc.h

@@ -17,6 +17,7 @@ void *kcalloc(void *km, size_t count, size_t size);
 void kfree(void *km, void *ptr);
 
 void *km_init(void);
+void *km_init2(void *km_par, size_t min_core_size);
 void km_destroy(void *km);
 void km_stat(const void *_km, km_stat_t *s);
 
@@ -24,4 +25,13 @@ void km_stat(const void *_km, km_stat_t *s);
 }
 #endif
 
+#define KMALLOC(km, ptr, len) ((ptr) = (__typeof__(ptr))kmalloc((km), (len) * sizeof(*(ptr))))
+#define KCALLOC(km, ptr, len) ((ptr) = (__typeof__(ptr))kcalloc((km), (len), sizeof(*(ptr))))
+#define KREALLOC(km, ptr, len) ((ptr) = (__typeof__(ptr))krealloc((km), (ptr), (len) * sizeof(*(ptr))))
+
+#define KEXPAND(km, a, m) do { \
+		(m) = (m) >= 4? (m) + ((m)>>1) : 16; \
+		KREALLOC((km), (a), (m)); \
+	} while (0)
+
 #endif

ketopt.h

@@ -0,0 +1,120 @@
+#ifndef KETOPT_H
+#define KETOPT_H
+
+#include <string.h> /* for strchr() and strncmp() */
+
+#define ko_no_argument       0
+#define ko_required_argument 1
+#define ko_optional_argument 2
+
+typedef struct {
+	int ind;   /* equivalent to optind */
+	int opt;   /* equivalent to optopt */
+	char *arg; /* equivalent to optarg */
+	int longidx; /* index of a long option; or -1 if short */
+	/* private variables not intended for external uses */
+	int i, pos, n_args;
+} ketopt_t;
+
+typedef struct {
+	char *name;
+	int has_arg;
+	int val;
+} ko_longopt_t;
+
+static ketopt_t KETOPT_INIT = { 1, 0, 0, -1, 1, 0, 0 };
+
+static void ketopt_permute(char *argv[], int j, int n) /* move argv[j] over n elements to the left */
+{
+	int k;
+	char *p = argv[j];
+	for (k = 0; k < n; ++k)
+		argv[j - k] = argv[j - k - 1];
+	argv[j - k] = p;
+}
+
+/**
+ * Parse command-line options and arguments
+ *
+ * This fuction has a similar interface to GNU's getopt_long(). Each call
+ * parses one option and returns the option name.  s->arg points to the option
+ * argument if present. The function returns -1 when all command-line arguments
+ * are parsed. In this case, s->ind is the index of the first non-option
+ * argument.
+ *
+ * @param s         status; shall be initialized to KETOPT_INIT on the first call
+ * @param argc      length of argv[]
+ * @param argv      list of command-line arguments; argv[0] is ignored
+ * @param permute   non-zero to move options ahead of non-option arguments
+ * @param ostr      option string
+ * @param longopts  long options
+ *
+ * @return ASCII for a short option; ko_longopt_t::val for a long option; -1 if
+ *         argv[] is fully processed; '?' for an unknown option or an ambiguous
+ *         long option; ':' if an option argument is missing
+ */
+static int ketopt(ketopt_t *s, int argc, char *argv[], int permute, const char *ostr, const ko_longopt_t *longopts)
+{
+	int opt = -1, i0, j;
+	if (permute) {
+		while (s->i < argc && (argv[s->i][0] != '-' || argv[s->i][1] == '\0'))
+			++s->i, ++s->n_args;
+	}
+	s->arg = 0, s->longidx = -1, i0 = s->i;
+	if (s->i >= argc || argv[s->i][0] != '-' || argv[s->i][1] == '\0') {
+		s->ind = s->i - s->n_args;
+		return -1;
+	}
+	if (argv[s->i][0] == '-' && argv[s->i][1] == '-') { /* "--" or a long option */
+		if (argv[s->i][2] == '\0') { /* a bare "--" */
+			ketopt_permute(argv, s->i, s->n_args);
+			++s->i, s->ind = s->i - s->n_args;
+			return -1;
+		}
+		s->opt = 0, opt = '?', s->pos = -1;
+		if (longopts) { /* parse long options */
+			int k, n_exact = 0, n_partial = 0;
+			const ko_longopt_t *o = 0, *o_exact = 0, *o_partial = 0;
+			for (j = 2; argv[s->i][j] != '\0' && argv[s->i][j] != '='; ++j) {} /* find the end of the option name */
+			for (k = 0; longopts[k].name != 0; ++k)
+				if (strncmp(&argv[s->i][2], longopts[k].name, j - 2) == 0) {
+					if (longopts[k].name[j - 2] == 0) ++n_exact, o_exact = &longopts[k];
+					else ++n_partial, o_partial = &longopts[k];
+				}
+			if (n_exact > 1 || (n_exact == 0 && n_partial > 1)) return '?';
+			o = n_exact == 1? o_exact : n_partial == 1? o_partial : 0;
+			if (o) {
+				s->opt = opt = o->val, s->longidx = o - longopts;
+				if (argv[s->i][j] == '=') s->arg = &argv[s->i][j + 1];
+				if (o->has_arg == 1 && argv[s->i][j] == '\0') {
+					if (s->i < argc - 1) s->arg = argv[++s->i];
+					else opt = ':'; /* missing option argument */
+				}
+			}
+		}
+	} else { /* a short option */
+		char *p;
+		if (s->pos == 0) s->pos = 1;
+		opt = s->opt = argv[s->i][s->pos++];
+		p = strchr((char*)ostr, opt);
+		if (p == 0) {
+			opt = '?'; /* unknown option */
+		} else if (p[1] == ':') {
+			if (argv[s->i][s->pos] == 0) {
+				if (s->i < argc - 1) s->arg = argv[++s->i];
+				else opt = ':'; /* missing option argument */
+			} else s->arg = &argv[s->i][s->pos];
+			s->pos = -1;
+		}
+	}
+	if (s->pos < 0 || argv[s->i][s->pos] == 0) {
+		++s->i, s->pos = 0;
+		if (s->n_args > 0) /* permute */
+			for (j = i0; j < s->i; ++j)
+				ketopt_permute(argv, j, s->n_args);
+	}
+	s->ind = s->i - s->n_args;
+	return opt;
+}
+
+#endif

kseq.h

@@ -37,6 +37,14 @@
 #define KS_SEP_LINE  2 // line separator: "\n" (Unix) or "\r\n" (Windows)
 #define KS_SEP_MAX   2
 
+#ifndef klib_unused
+#if (defined __clang__ && __clang_major__ >= 3) || (defined __GNUC__ && __GNUC__ >= 3)
+#define klib_unused __attribute__ ((__unused__))
+#else
+#define klib_unused
+#endif
+#endif /* klib_unused */
+
 #define __KS_TYPE(type_t) \
 	typedef struct __kstream_t { \
 		int begin, end; \
@@ -64,7 +72,7 @@
 	}
 
 #define __KS_INLINED(__read) \
-	static inline int ks_getc(kstream_t *ks) \
+	static inline klib_unused int ks_getc(kstream_t *ks) \
 	{ \
 		if (ks->is_eof && ks->begin >= ks->end) return -1; \
 		if (ks->begin >= ks->end) { \

ksort.h

@@ -37,7 +37,7 @@ typedef struct {
 	int depth;
 } ks_isort_stack_t;
 
-#define KSORT_SWAP(type_t, a, b) { register type_t t=(a); (a)=(b); (b)=t; }
+#define KSORT_SWAP(type_t, a, b) { type_t t=(a); (a)=(b); (b)=t; }
 
 #define KSORT_INIT(name, type_t, __sort_lt) \
 	void ks_heapdown_##name(size_t i, size_t n, type_t l[]) \

ksw2.h

@@ -61,7 +61,7 @@ void ksw_extd2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 				   int8_t gapo, int8_t gape, int8_t gapo2, int8_t gape2, int w, int zdrop, int end_bonus, int flag, ksw_extz_t *ez);
 
 void ksw_exts2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
-				   int8_t gapo, int8_t gape, int8_t gapo2, int8_t noncan, int zdrop, int flag, ksw_extz_t *ez);
+				   int8_t gapo, int8_t gape, int8_t gapo2, int8_t noncan, int zdrop, int8_t junc_bonus, int flag, const uint8_t *junc, ksw_extz_t *ez);
 
 void ksw_extf2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t mch, int8_t mis, int8_t e, int w, int xdrop, ksw_extz_t *ez);
 
@@ -127,11 +127,11 @@ static inline void ksw_backtrack(void *km, int is_rot, int is_rev, int min_intro
 			r = i + j;
 			if (i < off[r]) force_state = 2;
 			if (off_end && i > off_end[r]) force_state = 1;
-			tmp = force_state < 0? p[r * n_col + i - off[r]] : 0;
+			tmp = force_state < 0? p[(size_t)r * n_col + i - off[r]] : 0;
 		} else {
 			if (j < off[i]) force_state = 2;
 			if (off_end && j > off_end[i]) force_state = 1;
-			tmp = force_state < 0? p[i * n_col + j - off[i]] : 0;
+			tmp = force_state < 0? p[(size_t)i * n_col + j - off[i]] : 0;
 		}
 		if (state == 0) state = tmp & 7; // if requesting the H state, find state one maximizes it.
 		else if (!(tmp >> (state + 2) & 1)) state = 0; // if requesting other states, _state_ stays the same if it is a continuation; otherwise, set to H

ksw2_dispatch.c

@@ -17,18 +17,20 @@
 void __cpuidex(int cpuid[4], int func_id, int subfunc_id)
 {
 #if defined(__x86_64__)
-	asm volatile ("cpuid"
+	__asm__ volatile ("cpuid"
 			: "=a" (cpuid[0]), "=b" (cpuid[1]), "=c" (cpuid[2]), "=d" (cpuid[3])
 			: "0" (func_id), "2" (subfunc_id));
 #else // on 32bit, ebx can NOT be used as PIC code
-	asm volatile ("xchgl %%ebx, %1; cpuid; xchgl %%ebx, %1"
+	__asm__ volatile ("xchgl %%ebx, %1; cpuid; xchgl %%ebx, %1"
 			: "=a" (cpuid[0]), "=r" (cpuid[1]), "=c" (cpuid[2]), "=d" (cpuid[3])
 			: "0" (func_id), "2" (subfunc_id));
 #endif
 }
 #endif
 
-int x86_simd(void)
+static int ksw_simd = -1;
+
+static int x86_simd(void)
 {
 	int flag = 0, cpuid[4], max_id;
 	__cpuidex(cpuid, 0, 0);
@@ -54,11 +56,10 @@ void ksw_extz2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 {
 	extern void ksw_extz2_sse2(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat, int8_t q, int8_t e, int w, int zdrop, int end_bonus, int flag, ksw_extz_t *ez);
 	extern void ksw_extz2_sse41(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat, int8_t q, int8_t e, int w, int zdrop, int end_bonus, int flag, ksw_extz_t *ez);
-	unsigned simd;
-	simd = x86_simd();
-	if (simd & SIMD_SSE4_1)
+	if (ksw_simd < 0) ksw_simd = x86_simd();
+	if (ksw_simd & SIMD_SSE4_1)
 		ksw_extz2_sse41(km, qlen, query, tlen, target, m, mat, q, e, w, zdrop, end_bonus, flag, ez);
-	else if (simd & SIMD_SSE2)
+	else if (ksw_simd & SIMD_SSE2)
 		ksw_extz2_sse2(km, qlen, query, tlen, target, m, mat, q, e, w, zdrop, end_bonus, flag, ez);
 	else abort();
 }
@@ -70,28 +71,26 @@ void ksw_extd2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 				   int8_t q, int8_t e, int8_t q2, int8_t e2, int w, int zdrop, int end_bonus, int flag, ksw_extz_t *ez);
 	extern void ksw_extd2_sse41(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
 				   int8_t q, int8_t e, int8_t q2, int8_t e2, int w, int zdrop, int end_bonus, int flag, ksw_extz_t *ez);
-	unsigned simd;
-	simd = x86_simd();
-	if (simd & SIMD_SSE4_1)
+	if (ksw_simd < 0) ksw_simd = x86_simd();
+	if (ksw_simd & SIMD_SSE4_1)
 		ksw_extd2_sse41(km, qlen, query, tlen, target, m, mat, q, e, q2, e2, w, zdrop, end_bonus, flag, ez);
-	else if (simd & SIMD_SSE2)
+	else if (ksw_simd & SIMD_SSE2)
 		ksw_extd2_sse2(km, qlen, query, tlen, target, m, mat, q, e, q2, e2, w, zdrop, end_bonus, flag, ez);
 	else abort();
 }
 
 void ksw_exts2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
-				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int flag, ksw_extz_t *ez)
+				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int8_t junc_bonus, int flag, const uint8_t *junc, ksw_extz_t *ez)
 {
 	extern void ksw_exts2_sse2(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
-				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int flag, ksw_extz_t *ez);
+				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int8_t junc_bonus, int flag, const uint8_t *junc, ksw_extz_t *ez);
 	extern void ksw_exts2_sse41(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
-				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int flag, ksw_extz_t *ez);
-	unsigned simd;
-	simd = x86_simd();
-	if (simd & SIMD_SSE4_1)
-		ksw_exts2_sse41(km, qlen, query, tlen, target, m, mat, q, e, q2, noncan, zdrop, flag, ez);
-	else if (simd & SIMD_SSE2)
-		ksw_exts2_sse2(km, qlen, query, tlen, target, m, mat, q, e, q2, noncan, zdrop, flag, ez);
+				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int8_t junc_bonus, int flag, const uint8_t *junc, ksw_extz_t *ez);
+	if (ksw_simd < 0) ksw_simd = x86_simd();
+	if (ksw_simd & SIMD_SSE4_1)
+		ksw_exts2_sse41(km, qlen, query, tlen, target, m, mat, q, e, q2, noncan, zdrop, junc_bonus, flag, junc, ez);
+	else if (ksw_simd & SIMD_SSE2)
+		ksw_exts2_sse2(km, qlen, query, tlen, target, m, mat, q, e, q2, noncan, zdrop, junc_bonus, flag, junc, ez);
 	else abort();
 }
 #endif

ksw2_extd2_sse.c

@@ -76,7 +76,7 @@ void ksw_extd2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 	qe2_    = _mm_set1_epi8(q2 + e2);
 	sc_mch_ = _mm_set1_epi8(mat[0]);
 	sc_mis_ = _mm_set1_epi8(mat[1]);
-	sc_N_   = _mm_set1_epi8(-e2);
+	sc_N_   = mat[m*m-1] == 0? _mm_set1_epi8(-e2) : _mm_set1_epi8(mat[m*m-1]);
 	m1_     = _mm_set1_epi8(m - 1); // wildcard
 
 	if (w < 0) w = tlen > qlen? tlen : qlen;
@@ -111,7 +111,7 @@ void ksw_extd2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 		for (t = 0; t < tlen_ * 16; ++t) H[t] = KSW_NEG_INF;
 	}
 	if (with_cigar) {
-		mem2 = (uint8_t*)kmalloc(km, ((qlen + tlen - 1) * n_col_ + 1) * 16);
+		mem2 = (uint8_t*)kmalloc(km, ((size_t)(qlen + tlen - 1) * n_col_ + 1) * 16);
 		p = (__m128i*)(((size_t)mem2 + 15) >> 4 << 4);
 		off = (int*)kmalloc(km, (qlen + tlen - 1) * sizeof(int) * 2);
 		off_end = off + qlen + tlen - 1;
@@ -218,7 +218,7 @@ void ksw_extd2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 #endif
 			}
 		} else if (!(flag&KSW_EZ_RIGHT)) { // gap left-alignment
-			__m128i *pr = p + r * n_col_ - st_;
+			__m128i *pr = p + (size_t)r * n_col_ - st_;
 			off[r] = st, off_end[r] = en;
 			for (t = st_; t <= en_; ++t) {
 				__m128i d, z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp;
@@ -265,7 +265,7 @@ void ksw_extd2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 				_mm_store_si128(&pr[t], d);
 			}
 		} else { // gap right-alignment
-			__m128i *pr = p + r * n_col_ - st_;
+			__m128i *pr = p + (size_t)r * n_col_ - st_;
 			off[r] = st, off_end[r] = en;
 			for (t = st_; t <= en_; ++t) {
 				__m128i d, z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp;
@@ -382,7 +382,7 @@ void ksw_extd2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 		int rev_cigar = !!(flag & KSW_EZ_REV_CIGAR);
 		if (!ez->zdropped && !(flag&KSW_EZ_EXTZ_ONLY)) {
 			ksw_backtrack(km, 1, rev_cigar, 0, (uint8_t*)p, off, off_end, n_col_*16, tlen-1, qlen-1, &ez->m_cigar, &ez->n_cigar, &ez->cigar);
-		} else if (!ez->zdropped && (flag&KSW_EZ_EXTZ_ONLY) && ez->mqe + end_bonus > ez->max) {
+		} else if (!ez->zdropped && (flag&KSW_EZ_EXTZ_ONLY) && ez->mqe + end_bonus > (int)ez->max) {
 			ez->reach_end = 1;
 			ksw_backtrack(km, 1, rev_cigar, 0, (uint8_t*)p, off, off_end, n_col_*16, ez->mqe_t, qlen-1, &ez->m_cigar, &ez->n_cigar, &ez->cigar);
 		} else if (ez->max_t >= 0 && ez->max_q >= 0) {

ksw2_exts2_sse.c

@@ -17,14 +17,14 @@
 #ifdef KSW_CPU_DISPATCH
 #ifdef __SSE4_1__
 void ksw_exts2_sse41(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
-				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int flag, ksw_extz_t *ez)
+				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int8_t junc_bonus, int flag, const uint8_t *junc, ksw_extz_t *ez)
 #else
 void ksw_exts2_sse2(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
-				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int flag, ksw_extz_t *ez)
+				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int8_t junc_bonus, int flag, const uint8_t *junc, ksw_extz_t *ez)
 #endif
 #else
 void ksw_exts2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat,
-				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int flag, ksw_extz_t *ez)
+				   int8_t q, int8_t e, int8_t q2, int8_t noncan, int zdrop, int8_t junc_bonus, int flag, const uint8_t *junc, ksw_extz_t *ez)
 #endif // ~KSW_CPU_DISPATCH
 {
 #define __dp_code_block1 \
@@ -71,7 +71,7 @@ void ksw_exts2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 	qe_     = _mm_set1_epi8(q + e);
 	sc_mch_ = _mm_set1_epi8(mat[0]);
 	sc_mis_ = _mm_set1_epi8(mat[1]);
-	sc_N_   = _mm_set1_epi8(-e);
+	sc_N_   = mat[m*m-1] == 0? _mm_set1_epi8(-e) : _mm_set1_epi8(mat[m*m-1]);
 	m1_     = _mm_set1_epi8(m - 1); // wildcard
 
 	tlen_ = (tlen + 15) / 16;
@@ -100,7 +100,7 @@ void ksw_exts2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 		for (t = 0; t < tlen_ * 16; ++t) H[t] = KSW_NEG_INF;
 	}
 	if (with_cigar) {
-		mem2 = (uint8_t*)kmalloc(km, ((qlen + tlen - 1) * n_col_ + 1) * 16);
+		mem2 = (uint8_t*)kmalloc(km, ((size_t)(qlen + tlen - 1) * n_col_ + 1) * 16);
 		p = (__m128i*)(((size_t)mem2 + 15) >> 4 << 4);
 		off = (int*)kmalloc(km, (qlen + tlen - 1) * sizeof(int) * 2);
 		off_end = off + qlen + tlen - 1;
@@ -113,20 +113,53 @@ void ksw_exts2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 	if (flag & (KSW_EZ_SPLICE_FOR|KSW_EZ_SPLICE_REV)) {
 		int semi_cost = flag&KSW_EZ_SPLICE_FLANK? -noncan/2 : 0; // GTr or yAG is worth 0.5 bit; see PMID:18688272
 		memset(donor, -noncan, tlen_ * 16);
-		for (t = 0; t < tlen - 4; ++t) {
-			int can_type = 0; // type of canonical site: 0=none, 1=GT/AG only, 2=GTr/yAG
-			if ((flag & KSW_EZ_SPLICE_FOR) && target[t+1] == 2 && target[t+2] == 3) can_type = 1; // GTr...
-			if ((flag & KSW_EZ_SPLICE_REV) && target[t+1] == 1 && target[t+2] == 3) can_type = 1; // CTr...
-			if (can_type && (target[t+3] == 0 || target[t+3] == 2)) can_type = 2;
-			if (can_type) ((int8_t*)donor)[t] = can_type == 2? 0 : semi_cost;
-		}
 		memset(acceptor, -noncan, tlen_ * 16);
-		for (t = 2; t < tlen; ++t) {
-			int can_type = 0;
-			if ((flag & KSW_EZ_SPLICE_FOR) && target[t-1] == 0 && target[t] == 2) can_type = 1; // ...yAG
-			if ((flag & KSW_EZ_SPLICE_REV) && target[t-1] == 0 && target[t] == 1) can_type = 1; // ...yAC
-			if (can_type && (target[t-2] == 1 || target[t-2] == 3)) can_type = 2;
-			if (can_type) ((int8_t*)acceptor)[t] = can_type == 2? 0 : semi_cost;
+		if (!(flag & KSW_EZ_REV_CIGAR)) {
+			for (t = 0; t < tlen - 4; ++t) {
+				int can_type = 0; // type of canonical site: 0=none, 1=GT/AG only, 2=GTr/yAG
+				if ((flag & KSW_EZ_SPLICE_FOR) && target[t+1] == 2 && target[t+2] == 3) can_type = 1; // GTr...
+				if ((flag & KSW_EZ_SPLICE_REV) && target[t+1] == 1 && target[t+2] == 3) can_type = 1; // CTr...
+				if (can_type && (target[t+3] == 0 || target[t+3] == 2)) can_type = 2;
+				if (can_type) ((int8_t*)donor)[t] = can_type == 2? 0 : semi_cost;
+			}
+			if (junc)
+				for (t = 0; t < tlen - 1; ++t)
+					if (((flag & KSW_EZ_SPLICE_FOR) && (junc[t+1]&1)) || ((flag & KSW_EZ_SPLICE_REV) && (junc[t+1]&8)))
+						((int8_t*)donor)[t] += junc_bonus;
+			for (t = 2; t < tlen; ++t) {
+				int can_type = 0;
+				if ((flag & KSW_EZ_SPLICE_FOR) && target[t-1] == 0 && target[t] == 2) can_type = 1; // ...yAG
+				if ((flag & KSW_EZ_SPLICE_REV) && target[t-1] == 0 && target[t] == 1) can_type = 1; // ...yAC
+				if (can_type && (target[t-2] == 1 || target[t-2] == 3)) can_type = 2;
+				if (can_type) ((int8_t*)acceptor)[t] = can_type == 2? 0 : semi_cost;
+			}
+			if (junc)
+				for (t = 0; t < tlen; ++t)
+					if (((flag & KSW_EZ_SPLICE_FOR) && (junc[t]&2)) || ((flag & KSW_EZ_SPLICE_REV) && (junc[t]&4)))
+						((int8_t*)acceptor)[t] += junc_bonus;
+		} else {
+			for (t = 0; t < tlen - 4; ++t) {
+				int can_type = 0; // type of canonical site: 0=none, 1=GT/AG only, 2=GTr/yAG
+				if ((flag & KSW_EZ_SPLICE_FOR) && target[t+1] == 2 && target[t+2] == 0) can_type = 1; // GAy...
+				if ((flag & KSW_EZ_SPLICE_REV) && target[t+1] == 1 && target[t+2] == 0) can_type = 1; // CAy...
+				if (can_type && (target[t+3] == 1 || target[t+3] == 3)) can_type = 2;
+				if (can_type) ((int8_t*)donor)[t] = can_type == 2? 0 : semi_cost;
+			}
+			if (junc)
+				for (t = 0; t < tlen - 1; ++t)
+					if (((flag & KSW_EZ_SPLICE_FOR) && (junc[t+1]&2)) || ((flag & KSW_EZ_SPLICE_REV) && (junc[t+1]&4)))
+						((int8_t*)donor)[t] += junc_bonus;
+			for (t = 2; t < tlen; ++t) {
+				int can_type = 0;
+				if ((flag & KSW_EZ_SPLICE_FOR) && target[t-1] == 3 && target[t] == 2) can_type = 1; // ...rTG
+				if ((flag & KSW_EZ_SPLICE_REV) && target[t-1] == 3 && target[t] == 1) can_type = 1; // ...rTC
+				if (can_type && (target[t-2] == 0 || target[t-2] == 2)) can_type = 2;
+				if (can_type) ((int8_t*)acceptor)[t] = can_type == 2? 0 : semi_cost;
+			}
+			if (junc)
+				for (t = 0; t < tlen; ++t)
+					if (((flag & KSW_EZ_SPLICE_FOR) && (junc[t]&1)) || ((flag & KSW_EZ_SPLICE_REV) && (junc[t]&8)))
+						((int8_t*)acceptor)[t] += junc_bonus;
 		}
 	}
 

ksw2_extz2_sse.c

@@ -65,7 +65,7 @@ void ksw_extz2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 	flag16_ = _mm_set1_epi8(0x10);
 	sc_mch_ = _mm_set1_epi8(mat[0]);
 	sc_mis_ = _mm_set1_epi8(mat[1]);
-	sc_N_   = _mm_set1_epi8(-e);
+	sc_N_   = mat[m*m-1] == 0? _mm_set1_epi8(-e) : _mm_set1_epi8(mat[m*m-1]);
 	m1_     = _mm_set1_epi8(m - 1); // wildcard
 	max_sc_ = _mm_set1_epi8(mat[0] + (q + e) * 2);
 
@@ -89,7 +89,7 @@ void ksw_extz2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 		for (t = 0; t < tlen_ * 16; ++t) H[t] = KSW_NEG_INF;
 	}
 	if (with_cigar) {
-		mem2 = (uint8_t*)kmalloc(km, ((qlen + tlen - 1) * n_col_ + 1) * 16);
+		mem2 = (uint8_t*)kmalloc(km, ((size_t)(qlen + tlen - 1) * n_col_ + 1) * 16);
 		p = (__m128i*)(((size_t)mem2 + 15) >> 4 << 4);
 		off = (int*)kmalloc(km, (qlen + tlen - 1) * sizeof(int) * 2);
 		off_end = off + qlen + tlen - 1;
@@ -169,7 +169,7 @@ void ksw_extz2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 #endif
 			}
 		} else if (!(flag&KSW_EZ_RIGHT)) { // gap left-alignment
-			__m128i *pr = p + r * n_col_ - st_;
+			__m128i *pr = p + (size_t)r * n_col_ - st_;
 			off[r] = st, off_end[r] = en;
 			for (t = st_; t <= en_; ++t) {
 				__m128i d, z, a, b, xt1, vt1, ut, tmp;
@@ -195,7 +195,7 @@ void ksw_extz2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 				_mm_store_si128(&pr[t], d);
 			}
 		} else { // gap right-alignment
-			__m128i *pr = p + r * n_col_ - st_;
+			__m128i *pr = p + (size_t)r * n_col_ - st_;
 			off[r] = st, off_end[r] = en;
 			for (t = st_; t <= en_; ++t) {
 				__m128i d, z, a, b, xt1, vt1, ut, tmp;
@@ -293,7 +293,7 @@ void ksw_extz2_sse(void *km, int qlen, const uint8_t *query, int tlen, const uin
 		int rev_cigar = !!(flag & KSW_EZ_REV_CIGAR);
 		if (!ez->zdropped && !(flag&KSW_EZ_EXTZ_ONLY)) {
 			ksw_backtrack(km, 1, rev_cigar, 0, (uint8_t*)p, off, off_end, n_col_*16, tlen-1, qlen-1, &ez->m_cigar, &ez->n_cigar, &ez->cigar);
-		} else if (!ez->zdropped && (flag&KSW_EZ_EXTZ_ONLY) && ez->mqe + end_bonus > ez->max) {
+		} else if (!ez->zdropped && (flag&KSW_EZ_EXTZ_ONLY) && ez->mqe + end_bonus > (int)ez->max) {
 			ez->reach_end = 1;
 			ksw_backtrack(km, 1, rev_cigar, 0, (uint8_t*)p, off, off_end, n_col_*16, ez->mqe_t, qlen-1, &ez->m_cigar, &ez->n_cigar, &ez->cigar);
 		} else if (ez->max_t >= 0 && ez->max_q >= 0) {

main.c

@@ -1,12 +1,13 @@
 #include <stdlib.h>
 #include <stdio.h>
 #include <string.h>
+#include <errno.h>
 #include "bseq.h"
 #include "minimap.h"
 #include "mmpriv.h"
-#include "getopt.h"
+#include "ketopt.h"
 
-#define MM_VERSION "2.9-r720"
+#define MM_VERSION "2.17-r954-dirty"
 
 #ifdef __linux__
 #include <sys/resource.h>
@@ -22,51 +23,70 @@ void liftrlimit()
 void liftrlimit() {}
 #endif
 
-static struct option long_options[] = {
-	{ "bucket-bits",    required_argument, 0, 0 },
-	{ "mb-size",        required_argument, 0, 'K' },
-	{ "seed",           required_argument, 0, 0 },
-	{ "no-kalloc",      no_argument,       0, 0 },
-	{ "print-qname",    no_argument,       0, 0 },
-	{ "no-self",        no_argument,       0, 'D' },
-	{ "print-seeds",    no_argument,       0, 0 },
-	{ "max-chain-skip", required_argument, 0, 0 },
-	{ "min-dp-len",     required_argument, 0, 0 },
-	{ "print-aln-seq",  no_argument,       0, 0 },
-	{ "splice",         no_argument,       0, 0 },
-	{ "cost-non-gt-ag", required_argument, 0, 'C' },
-	{ "no-long-join",   no_argument,       0, 0 },
-	{ "sr",             no_argument,       0, 0 },
-	{ "frag",           required_argument, 0, 0 },
-	{ "secondary",      required_argument, 0, 0 },
-	{ "cs",             optional_argument, 0, 0 },
-	{ "end-bonus",      required_argument, 0, 0 },
-	{ "no-pairing",     no_argument,       0, 0 },
-	{ "splice-flank",   required_argument, 0, 0 },
-	{ "idx-no-seq",     no_argument,       0, 0 },
-	{ "end-seed-pen",   required_argument, 0, 0 },   // 21
-	{ "for-only",       no_argument,       0, 0 },   // 22
-	{ "rev-only",       no_argument,       0, 0 },   // 23
-	{ "heap-sort",      required_argument, 0, 0 },   // 24
-	{ "all-chain",      no_argument,       0, 'P' },
-	{ "dual",           required_argument, 0, 0 },   // 26
-	{ "max-clip-ratio", required_argument, 0, 0 },   // 27
-	{ "help",           no_argument,       0, 'h' },
-	{ "max-intron-len", required_argument, 0, 'G' },
-	{ "version",        no_argument,       0, 'V' },
-	{ "min-count",      required_argument, 0, 'n' },
-	{ "min-chain-score",required_argument, 0, 'm' },
-	{ "mask-level",     required_argument, 0, 'M' },
-	{ "min-dp-score",   required_argument, 0, 's' },
-	{ "sam",            no_argument,       0, 'a' },
-	{ 0, 0, 0, 0}
+static ko_longopt_t long_options[] = {
+	{ "bucket-bits",    ko_required_argument, 300 },
+	{ "mb-size",        ko_required_argument, 'K' },
+	{ "seed",           ko_required_argument, 302 },
+	{ "no-kalloc",      ko_no_argument,       303 },
+	{ "print-qname",    ko_no_argument,       304 },
+	{ "no-self",        ko_no_argument,       'D' },
+	{ "print-seeds",    ko_no_argument,       306 },
+	{ "max-chain-skip", ko_required_argument, 307 },
+	{ "min-dp-len",     ko_required_argument, 308 },
+	{ "print-aln-seq",  ko_no_argument,       309 },
+	{ "splice",         ko_no_argument,       310 },
+	{ "cost-non-gt-ag", ko_required_argument, 'C' },
+	{ "no-long-join",   ko_no_argument,       312 },
+	{ "sr",             ko_no_argument,       313 },
+	{ "frag",           ko_required_argument, 314 },
+	{ "secondary",      ko_required_argument, 315 },
+	{ "cs",             ko_optional_argument, 316 },
+	{ "end-bonus",      ko_required_argument, 317 },
+	{ "no-pairing",     ko_no_argument,       318 },
+	{ "splice-flank",   ko_required_argument, 319 },
+	{ "idx-no-seq",     ko_no_argument,       320 },
+	{ "end-seed-pen",   ko_required_argument, 321 },
+	{ "for-only",       ko_no_argument,       322 },
+	{ "rev-only",       ko_no_argument,       323 },
+	{ "heap-sort",      ko_required_argument, 324 },
+	{ "all-chain",      ko_no_argument,       'P' },
+	{ "dual",           ko_required_argument, 326 },
+	{ "max-clip-ratio", ko_required_argument, 327 },
+	{ "min-occ-floor",  ko_required_argument, 328 },
+	{ "MD",             ko_no_argument,       329 },
+	{ "lj-min-ratio",   ko_required_argument, 330 },
+	{ "score-N",        ko_required_argument, 331 },
+	{ "eqx",            ko_no_argument,       332 },
+	{ "paf-no-hit",     ko_no_argument,       333 },
+	{ "split-prefix",   ko_required_argument, 334 },
+	{ "no-end-flt",     ko_no_argument,       335 },
+	{ "hard-mask-level",ko_no_argument,       336 },
+	{ "cap-sw-mem",     ko_required_argument, 337 },
+	{ "max-qlen",       ko_required_argument, 338 },
+	{ "max-chain-iter", ko_required_argument, 339 },
+	{ "junc-bed",       ko_required_argument, 340 },
+	{ "junc-bonus",     ko_required_argument, 341 },
+	{ "sam-hit-only",   ko_no_argument,       342 },
+	{ "idx-min-occ",    ko_required_argument, 343 },
+	{ "idx-max-occ",    ko_required_argument, 344 },
+	{ "flt-max-dv",     ko_required_argument, 345 },
+	{ "flt-min-blen",   ko_required_argument, 346 },
+	{ "help",           ko_no_argument,       'h' },
+	{ "max-intron-len", ko_required_argument, 'G' },
+	{ "version",        ko_no_argument,       'V' },
+	{ "min-count",      ko_required_argument, 'n' },
+	{ "min-chain-score",ko_required_argument, 'm' },
+	{ "mask-level",     ko_required_argument, 'M' },
+	{ "min-dp-score",   ko_required_argument, 's' },
+	{ "sam",            ko_no_argument,       'a' },
+	{ 0, 0, 0 }
 };
 
 static inline int64_t mm_parse_num(const char *str)
 {
 	double x;
 	char *p;
-	x = strtod(optarg, &p);
+	x = strtod(str, &p);
 	if (*p == 'G' || *p == 'g') x *= 1e9;
 	else if (*p == 'M' || *p == 'm') x *= 1e6;
 	else if (*p == 'K' || *p == 'k') x *= 1e3;
@@ -88,11 +108,12 @@ static inline void yes_or_no(mm_mapopt_t *opt, int flag, int long_idx, const cha
 
 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:";
+	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:yYPo:";
+	ketopt_t o = KETOPT_INIT;
 	mm_mapopt_t opt;
 	mm_idxopt_t ipt;
-	int i, c, n_threads = 3, long_idx;
-	char *fnw = 0, *rg = 0, *s;
+	int i, c, n_threads = 3, n_parts, old_best_n = -1;
+	char *fnw = 0, *rg = 0, *junc_bed = 0, *s;
 	FILE *fp_help = stderr;
 	mm_idx_reader_t *idx_rdr;
 	mm_idx_t *mi;
@@ -102,30 +123,36 @@ int main(int argc, char *argv[])
 	mm_realtime0 = realtime();
 	mm_set_opt(0, &ipt, &opt);
 
-	while ((c = getopt_long(argc, argv, opt_str, long_options, &long_idx)) >= 0) // apply option -x/preset first
+	while ((c = ketopt(&o, argc, argv, 1, opt_str, long_options)) >= 0) { // test command line options and apply option -x/preset first
 		if (c == 'x') {
-			if (mm_set_opt(optarg, &ipt, &opt) < 0) {
-				fprintf(stderr, "[ERROR] unknown preset '%s'\n", optarg);
+			if (mm_set_opt(o.arg, &ipt, &opt) < 0) {
+				fprintf(stderr, "[ERROR] unknown preset '%s'\n", o.arg);
 				return 1;
 			}
-			break;
+		} else if (c == ':') {
+			fprintf(stderr, "[ERROR] missing option argument\n");
+			return 1;
+		} else if (c == '?') {
+			fprintf(stderr, "[ERROR] unknown option in \"%s\"\n", argv[o.i - 1]);
+			return 1;
 		}
-	optreset = 1;
+	}
+	o = KETOPT_INIT;
 
-	while ((c = getopt_long(argc, argv, opt_str, long_options, &long_idx)) >= 0) {
-		if (c == 'w') ipt.w = atoi(optarg);
-		else if (c == 'k') ipt.k = atoi(optarg);
+	while ((c = ketopt(&o, argc, argv, 1, opt_str, long_options)) >= 0) {
+		if (c == 'w') ipt.w = atoi(o.arg);
+		else if (c == 'k') ipt.k = atoi(o.arg);
 		else if (c == 'H') ipt.flag |= MM_I_HPC;
-		else if (c == 'd') fnw = optarg; // the above are indexing related options, except -I
-		else if (c == 'r') opt.bw = (int)mm_parse_num(optarg);
-		else if (c == 't') n_threads = atoi(optarg);
-		else if (c == 'v') mm_verbose = atoi(optarg);
-		else if (c == 'g') opt.max_gap = (int)mm_parse_num(optarg);
-		else if (c == 'G') mm_mapopt_max_intron_len(&opt, (int)mm_parse_num(optarg));
-		else if (c == 'F') opt.max_frag_len = (int)mm_parse_num(optarg);
-		else if (c == 'N') opt.best_n = atoi(optarg);
-		else if (c == 'p') opt.pri_ratio = atof(optarg);
-		else if (c == 'M') opt.mask_level = atof(optarg);
+		else if (c == 'd') fnw = o.arg; // the above are indexing related options, except -I
+		else if (c == 'r') opt.bw = (int)mm_parse_num(o.arg);
+		else if (c == 't') n_threads = atoi(o.arg);
+		else if (c == 'v') mm_verbose = atoi(o.arg);
+		else if (c == 'g') opt.max_gap = (int)mm_parse_num(o.arg);
+		else if (c == 'G') mm_mapopt_max_intron_len(&opt, (int)mm_parse_num(o.arg));
+		else if (c == 'F') opt.max_frag_len = (int)mm_parse_num(o.arg);
+		else if (c == 'N') old_best_n = opt.best_n, opt.best_n = atoi(o.arg);
+		else if (c == 'p') opt.pri_ratio = atof(o.arg);
+		else if (c == 'M') opt.mask_level = atof(o.arg);
 		else if (c == 'c') opt.flag |= MM_F_OUT_CG | MM_F_CIGAR;
 		else if (c == 'D') opt.flag |= MM_F_NO_DIAG;
 		else if (c == 'P') opt.flag |= MM_F_ALL_CHAINS;
@@ -134,57 +161,84 @@ int main(int argc, char *argv[])
 		else if (c == 'Q') opt.flag |= MM_F_NO_QUAL;
 		else if (c == 'Y') opt.flag |= MM_F_SOFTCLIP;
 		else if (c == 'L') opt.flag |= MM_F_LONG_CIGAR;
-		else if (c == 'T') opt.sdust_thres = atoi(optarg);
-		else if (c == 'n') opt.min_cnt = atoi(optarg);
-		else if (c == 'm') opt.min_chain_score = atoi(optarg);
-		else if (c == 'A') opt.a = atoi(optarg);
-		else if (c == 'B') opt.b = atoi(optarg);
-		else if (c == 's') opt.min_dp_max = atoi(optarg);
-		else if (c == 'C') opt.noncan = atoi(optarg);
-		else if (c == 'I') ipt.batch_size = mm_parse_num(optarg);
-		else if (c == 'K') opt.mini_batch_size = (int)mm_parse_num(optarg);
-		else if (c == 'R') rg = optarg;
+		else if (c == 'y') opt.flag |= MM_F_COPY_COMMENT;
+		else if (c == 'T') opt.sdust_thres = atoi(o.arg);
+		else if (c == 'n') opt.min_cnt = atoi(o.arg);
+		else if (c == 'm') opt.min_chain_score = atoi(o.arg);
+		else if (c == 'A') opt.a = atoi(o.arg);
+		else if (c == 'B') opt.b = atoi(o.arg);
+		else if (c == 's') opt.min_dp_max = atoi(o.arg);
+		else if (c == 'C') opt.noncan = atoi(o.arg);
+		else if (c == 'I') ipt.batch_size = mm_parse_num(o.arg);
+		else if (c == 'K') opt.mini_batch_size = (int)mm_parse_num(o.arg);
+		else if (c == 'R') rg = o.arg;
 		else if (c == 'h') fp_help = stdout;
 		else if (c == '2') opt.flag |= MM_F_2_IO_THREADS;
-		else if (c == 0 && long_idx == 0) ipt.bucket_bits = atoi(optarg); // --bucket-bits
-		else if (c == 0 && long_idx == 2) opt.seed = atoi(optarg); // --seed
-		else if (c == 0 && long_idx == 3) mm_dbg_flag |= MM_DBG_NO_KALLOC; // --no-kalloc
-		else if (c == 0 && long_idx == 4) mm_dbg_flag |= MM_DBG_PRINT_QNAME; // --print-qname
-		else if (c == 0 && long_idx == 6) mm_dbg_flag |= MM_DBG_PRINT_QNAME | MM_DBG_PRINT_SEED, n_threads = 1; // --print-seed
-		else if (c == 0 && long_idx == 7) opt.max_chain_skip = atoi(optarg); // --max-chain-skip
-		else if (c == 0 && long_idx == 8) opt.min_ksw_len = atoi(optarg); // --min-dp-len
-		else if (c == 0 && long_idx == 9) mm_dbg_flag |= MM_DBG_PRINT_QNAME | MM_DBG_PRINT_ALN_SEQ, n_threads = 1; // --print-aln-seq
-		else if (c == 0 && long_idx ==10) opt.flag |= MM_F_SPLICE; // --splice
-		else if (c == 0 && long_idx ==12) opt.flag |= MM_F_NO_LJOIN; // --no-long-join
-		else if (c == 0 && long_idx ==13) opt.flag |= MM_F_SR; // --sr
-		else if (c == 0 && long_idx ==17) opt.end_bonus = atoi(optarg); // --end-bonus
-		else if (c == 0 && long_idx ==18) opt.flag |= MM_F_INDEPEND_SEG; // --no-pairing
-		else if (c == 0 && long_idx ==20) ipt.flag |= MM_I_NO_SEQ; // --idx-no-seq
-		else if (c == 0 && long_idx ==21) opt.anchor_ext_shift = atoi(optarg); // --end-seed-pen
-		else if (c == 0 && long_idx ==22) opt.flag |= MM_F_FOR_ONLY; // --for-only
-		else if (c == 0 && long_idx ==23) opt.flag |= MM_F_REV_ONLY; // --rev-only
-		else if (c == 0 && long_idx ==27) opt.max_clip_ratio = atof(optarg); // --max-clip-ratio
-		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
-			yes_or_no(&opt, MM_F_NO_PRINT_2ND, long_idx, optarg, 0);
-		} else if (c == 0 && long_idx == 16) { // --cs
+		else if (c == 'o') {
+			if (strcmp(o.arg, "-") != 0) {
+				if (freopen(o.arg, "wb", stdout) == NULL) {
+					fprintf(stderr, "[ERROR]\033[1;31m failed to write the output to file '%s'\033[0m: %s\n", o.arg, strerror(errno));
+					exit(1);
+				}
+			}
+		}
+		else if (c == 300) ipt.bucket_bits = atoi(o.arg); // --bucket-bits
+		else if (c == 302) opt.seed = atoi(o.arg); // --seed
+		else if (c == 303) mm_dbg_flag |= MM_DBG_NO_KALLOC; // --no-kalloc
+		else if (c == 304) mm_dbg_flag |= MM_DBG_PRINT_QNAME; // --print-qname
+		else if (c == 306) mm_dbg_flag |= MM_DBG_PRINT_QNAME | MM_DBG_PRINT_SEED, n_threads = 1; // --print-seed
+		else if (c == 307) opt.max_chain_skip = atoi(o.arg); // --max-chain-skip
+		else if (c == 339) opt.max_chain_iter = atoi(o.arg); // --max-chain-iter
+		else if (c == 308) opt.min_ksw_len = atoi(o.arg); // --min-dp-len
+		else if (c == 309) mm_dbg_flag |= MM_DBG_PRINT_QNAME | MM_DBG_PRINT_ALN_SEQ, n_threads = 1; // --print-aln-seq
+		else if (c == 310) opt.flag |= MM_F_SPLICE; // --splice
+		else if (c == 312) opt.flag |= MM_F_NO_LJOIN; // --no-long-join
+		else if (c == 313) opt.flag |= MM_F_SR; // --sr
+		else if (c == 317) opt.end_bonus = atoi(o.arg); // --end-bonus
+		else if (c == 318) opt.flag |= MM_F_INDEPEND_SEG; // --no-pairing
+		else if (c == 320) ipt.flag |= MM_I_NO_SEQ; // --idx-no-seq
+		else if (c == 321) opt.anchor_ext_shift = atoi(o.arg); // --end-seed-pen
+		else if (c == 322) opt.flag |= MM_F_FOR_ONLY; // --for-only
+		else if (c == 323) opt.flag |= MM_F_REV_ONLY; // --rev-only
+		else if (c == 327) opt.max_clip_ratio = atof(o.arg); // --max-clip-ratio
+		else if (c == 328) opt.min_mid_occ = atoi(o.arg); // --min-occ-floor
+		else if (c == 329) opt.flag |= MM_F_OUT_MD; // --MD
+		else if (c == 330) opt.min_join_flank_ratio = atof(o.arg); // --lj-min-ratio
+		else if (c == 331) opt.sc_ambi = atoi(o.arg); // --score-N
+		else if (c == 332) opt.flag |= MM_F_EQX; // --eqx
+		else if (c == 333) opt.flag |= MM_F_PAF_NO_HIT; // --paf-no-hit
+		else if (c == 334) opt.split_prefix = o.arg; // --split-prefix
+		else if (c == 335) opt.flag |= MM_F_NO_END_FLT; // --no-end-flt
+		else if (c == 336) opt.flag |= MM_F_HARD_MLEVEL; // --hard-mask-level
+		else if (c == 337) opt.max_sw_mat = mm_parse_num(o.arg); // --cap-sw-mat
+		else if (c == 338) opt.max_qlen = mm_parse_num(o.arg); // --max-qlen
+		else if (c == 340) junc_bed = o.arg; // --junc-bed
+		else if (c == 342) opt.flag |= MM_F_SAM_HIT_ONLY; // --sam-hit-only
+		else if (c == 343) ipt.min_occ = mm_parse_num(o.arg); // --idx-min-occ
+		else if (c == 344) ipt.max_occ = mm_parse_num(o.arg); // --idx-max-occ
+		else if (c == 345) opt.flt_max_dv = atof(o.arg); // --flt-max-dv
+		else if (c == 346) opt.flt_min_blen = mm_parse_num(o.arg); // --flt-min-blen
+		else if (c == 314) { // --frag
+			yes_or_no(&opt, MM_F_FRAG_MODE, o.longidx, o.arg, 1);
+		} else if (c == 315) { // --secondary
+			yes_or_no(&opt, MM_F_NO_PRINT_2ND, o.longidx, o.arg, 0);
+		} else if (c == 316) { // --cs
 			opt.flag |= MM_F_OUT_CS | MM_F_CIGAR;
-			if (optarg == 0 || strcmp(optarg, "short") == 0) {
+			if (o.arg == 0 || strcmp(o.arg, "short") == 0) {
 				opt.flag &= ~MM_F_OUT_CS_LONG;
-			} else if (strcmp(optarg, "long") == 0) {
+			} else if (strcmp(o.arg, "long") == 0) {
 				opt.flag |= MM_F_OUT_CS_LONG;
-			} else if (strcmp(optarg, "none") == 0) {
+			} else if (strcmp(o.arg, "none") == 0) {
 				opt.flag &= ~MM_F_OUT_CS;
 			} else if (mm_verbose >= 2) {
 				fprintf(stderr, "[WARNING]\033[1;31m --cs only takes 'short' or 'long'. Invalid values are assumed to be 'short'.\033[0m\n");
 			}
-		} else if (c == 0 && long_idx == 19) { // --splice-flank
-			yes_or_no(&opt, MM_F_SPLICE_FLANK, long_idx, optarg, 1);
-		} else if (c == 0 && long_idx == 24) { // --heap-sort
-			yes_or_no(&opt, MM_F_HEAP_SORT, long_idx, optarg, 1);
-		} else if (c == 0 && long_idx == 26) { // --dual
-			yes_or_no(&opt, MM_F_NO_DUAL, long_idx, optarg, 0);
+		} else if (c == 319) { // --splice-flank
+			yes_or_no(&opt, MM_F_SPLICE_FLANK, o.longidx, o.arg, 1);
+		} else if (c == 324) { // --heap-sort
+			yes_or_no(&opt, MM_F_HEAP_SORT, o.longidx, o.arg, 1);
+		} else if (c == 326) { // --dual
+			yes_or_no(&opt, MM_F_NO_DUAL, o.longidx, o.arg, 0);
 		} else if (c == 'S') {
 			opt.flag |= MM_F_OUT_CS | MM_F_CIGAR | MM_F_OUT_CS_LONG;
 			if (mm_verbose >= 2)
@@ -195,27 +249,27 @@ int main(int argc, char *argv[])
 		} else if (c == 'f') {
 			double x;
 			char *p;
-			x = strtod(optarg, &p);
+			x = strtod(o.arg, &p);
 			if (x < 1.0) opt.mid_occ_frac = x, opt.mid_occ = 0;
 			else opt.mid_occ = (int)(x + .499);
 			if (*p == ',') opt.max_occ = (int)(strtod(p+1, &p) + .499);
 		} else if (c == 'u') {
-			if (*optarg == 'b') opt.flag |= MM_F_SPLICE_FOR|MM_F_SPLICE_REV; // both strands
-			else if (*optarg == 'f') opt.flag |= MM_F_SPLICE_FOR, opt.flag &= ~MM_F_SPLICE_REV; // match GT-AG
-			else if (*optarg == 'r') opt.flag |= MM_F_SPLICE_REV, opt.flag &= ~MM_F_SPLICE_FOR; // match CT-AC (reverse complement of GT-AG)
-			else if (*optarg == 'n') opt.flag &= ~(MM_F_SPLICE_FOR|MM_F_SPLICE_REV); // don't try to match the GT-AG signal
+			if (*o.arg == 'b') opt.flag |= MM_F_SPLICE_FOR|MM_F_SPLICE_REV; // both strands
+			else if (*o.arg == 'f') opt.flag |= MM_F_SPLICE_FOR, opt.flag &= ~MM_F_SPLICE_REV; // match GT-AG
+			else if (*o.arg == 'r') opt.flag |= MM_F_SPLICE_REV, opt.flag &= ~MM_F_SPLICE_FOR; // match CT-AC (reverse complement of GT-AG)
+			else if (*o.arg == 'n') opt.flag &= ~(MM_F_SPLICE_FOR|MM_F_SPLICE_REV); // don't try to match the GT-AG signal
 			else {
 				fprintf(stderr, "[ERROR]\033[1;31m unrecognized cDNA direction\033[0m\n");
 				return 1;
 			}
 		} else if (c == 'z') {
-			opt.zdrop = opt.zdrop_inv = strtol(optarg, &s, 10);
+			opt.zdrop = opt.zdrop_inv = strtol(o.arg, &s, 10);
 			if (*s == ',') opt.zdrop_inv = strtol(s + 1, &s, 10);
 		} else if (c == 'O') {
-			opt.q = opt.q2 = strtol(optarg, &s, 10);
+			opt.q = opt.q2 = strtol(o.arg, &s, 10);
 			if (*s == ',') opt.q2 = strtol(s + 1, &s, 10);
 		} else if (c == 'E') {
-			opt.e = opt.e2 = strtol(optarg, &s, 10);
+			opt.e = opt.e2 = strtol(o.arg, &s, 10);
 			if (*s == ',') opt.e2 = strtol(s + 1, &s, 10);
 		}
 	}
@@ -227,14 +281,18 @@ int main(int argc, char *argv[])
 		ipt.flag |= MM_I_NO_SEQ;
 	if (mm_check_opt(&ipt, &opt) < 0)
 		return 1;
+	if (opt.best_n == 0) {
+		fprintf(stderr, "[WARNING]\033[1;31m changed '-N 0' to '-N %d --secondary=no'.\033[0m\n", old_best_n);
+		opt.best_n = old_best_n, opt.flag |= MM_F_NO_PRINT_2ND;
+	}
 
-	if (argc == optind || fp_help == stdout) {
+	if (argc == o.ind || fp_help == stdout) {
 		fprintf(fp_help, "Usage: minimap2 [options] <target.fa>|<target.idx> [query.fa] [...]\n");
 		fprintf(fp_help, "Options:\n");
 		fprintf(fp_help, "  Indexing:\n");
-		fprintf(fp_help, "    -H           use homopolymer-compressed k-mer\n");
+		fprintf(fp_help, "    -H           use homopolymer-compressed k-mer (preferrable for PacBio)\n");
 		fprintf(fp_help, "    -k INT       k-mer size (no larger than 28) [%d]\n", ipt.k);
-		fprintf(fp_help, "    -w INT       minizer window size [%d]\n", ipt.w);
+		fprintf(fp_help, "    -w INT       minimizer window size [%d]\n", ipt.w);
 		fprintf(fp_help, "    -I NUM       split index for every ~NUM input bases [4G]\n");
 		fprintf(fp_help, "    -d FILE      dump index to FILE []\n");
 		fprintf(fp_help, "  Mapping:\n");
@@ -259,40 +317,39 @@ int main(int argc, char *argv[])
 		fprintf(fp_help, "    -u CHAR      how to find GT-AG. f:transcript strand, b:both strands, n:don't match GT-AG [n]\n");
 		fprintf(fp_help, "  Input/Output:\n");
 		fprintf(fp_help, "    -a           output in the SAM format (PAF by default)\n");
-		fprintf(fp_help, "    -Q           don't output base quality in SAM\n");
+		fprintf(fp_help, "    -o FILE      output alignments to FILE [stdout]\n");
 		fprintf(fp_help, "    -L           write CIGAR with >65535 ops at the CG tag\n");
 		fprintf(fp_help, "    -R STR       SAM read group line in a format like '@RG\\tID:foo\\tSM:bar' []\n");
 		fprintf(fp_help, "    -c           output CIGAR in PAF\n");
 		fprintf(fp_help, "    --cs[=STR]   output the cs tag; STR is 'short' (if absent) or 'long' [none]\n");
+		fprintf(fp_help, "    --MD         output the MD tag\n");
+		fprintf(fp_help, "    --eqx        write =/X CIGAR operators\n");
 		fprintf(fp_help, "    -Y           use soft clipping for supplementary alignments\n");
 		fprintf(fp_help, "    -t INT       number of threads [%d]\n", n_threads);
 		fprintf(fp_help, "    -K NUM       minibatch size for mapping [500M]\n");
 //		fprintf(fp_help, "    -v INT       verbose level [%d]\n", mm_verbose);
 		fprintf(fp_help, "    --version    show version number\n");
 		fprintf(fp_help, "  Preset:\n");
-		fprintf(fp_help, "    -x STR       preset (always applied before other options) []\n");
-		fprintf(fp_help, "                 map-pb: -Hk19 (PacBio vs reference mapping)\n");
-		fprintf(fp_help, "                 map-ont: -k15 (Oxford Nanopore vs reference mapping)\n");
-		fprintf(fp_help, "                 asm5: -k19 -w19 -A1 -B19 -O39,81 -E3,1 -s200 -z200 (asm to ref mapping; break at 5%% div.)\n");
-		fprintf(fp_help, "                 asm10: -k19 -w19 -A1 -B9 -O16,41 -E2,1 -s200 -z200 (asm to ref mapping; break at 10%% div.)\n");
-		fprintf(fp_help, "                 ava-pb: -Hk19 -Xw5 -m100 -g10000 --max-chain-skip 25 (PacBio read overlap)\n");
-		fprintf(fp_help, "                 ava-ont: -k15 -Xw5 -m100 -g10000 --max-chain-skip 25 (ONT read overlap)\n");
-		fprintf(fp_help, "                 splice: long-read spliced alignment (see minimap2.1 for details)\n");
-		fprintf(fp_help, "                 sr: short single-end reads without splicing (see minimap2.1 for details)\n");
-		fprintf(fp_help, "\nSee `man ./minimap2.1' for detailed description of command-line options.\n");
+		fprintf(fp_help, "    -x STR       preset (always applied before other options; see minimap2.1 for details) []\n");
+		fprintf(fp_help, "                 - map-pb/map-ont: PacBio/Nanopore vs reference mapping\n");
+		fprintf(fp_help, "                 - ava-pb/ava-ont: PacBio/Nanopore read overlap\n");
+		fprintf(fp_help, "                 - asm5/asm10/asm20: asm-to-ref mapping, for ~0.1/1/5%% sequence divergence\n");
+		fprintf(fp_help, "                 - splice: long-read spliced alignment\n");
+		fprintf(fp_help, "                 - sr: genomic short-read mapping\n");
+		fprintf(fp_help, "\nSee `man ./minimap2.1' for detailed description of these and other advanced command-line options.\n");
 		return fp_help == stdout? 0 : 1;
 	}
 
-	if ((opt.flag & MM_F_SR) && argc - optind > 3) {
+	if ((opt.flag & MM_F_SR) && argc - o.ind > 3) {
 		fprintf(stderr, "[ERROR] incorrect input: in the sr mode, please specify no more than two query files.\n");
 		return 1;
 	}
-	idx_rdr = mm_idx_reader_open(argv[optind], &ipt, fnw);
+	idx_rdr = mm_idx_reader_open(argv[o.ind], &ipt, fnw);
 	if (idx_rdr == 0) {
-		fprintf(stderr, "[ERROR] failed to open file '%s'\n", argv[optind]);
+		fprintf(stderr, "[ERROR] failed to open file '%s': %s\n", argv[o.ind], strerror(errno));
 		return 1;
 	}
-	if (!idx_rdr->is_idx && fnw == 0 && argc - optind < 2) {
+	if (!idx_rdr->is_idx && fnw == 0 && argc - o.ind < 2) {
 		fprintf(stderr, "[ERROR] missing input: please specify a query file to map or option -d to keep the index\n");
 		mm_idx_reader_close(idx_rdr);
 		return 1;
@@ -311,29 +368,41 @@ 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)
 			fprintf(stderr, "[M::%s::%.3f*%.2f] loaded/built the index for %d target sequence(s)\n",
 					__func__, realtime() - mm_realtime0, cputime() / (realtime() - mm_realtime0), mi->n_seq);
-		if (argc != optind + 1) mm_mapopt_update(&opt, mi);
+		if (argc != o.ind + 1) mm_mapopt_update(&opt, mi);
 		if (mm_verbose >= 3) mm_idx_stat(mi);
+		if (junc_bed) mm_idx_bed_read(mi, junc_bed, 1);
 		if (!(opt.flag & MM_F_FRAG_MODE)) {
-			for (i = optind + 1; i < argc; ++i)
+			for (i = o.ind + 1; i < argc; ++i)
 				mm_map_file(mi, argv[i], &opt, n_threads);
 		} else {
-			mm_map_file_frag(mi, argc - (optind + 1), (const char**)&argv[optind + 1], &opt, n_threads);
+			mm_map_file_frag(mi, argc - (o.ind + 1), (const char**)&argv[o.ind + 1], &opt, n_threads);
 		}
 		mm_idx_destroy(mi);
 	}
+	n_parts = idx_rdr->n_parts;
 	mm_idx_reader_close(idx_rdr);
 
-	fprintf(stderr, "[M::%s] Version: %s\n", __func__, MM_VERSION);
-	fprintf(stderr, "[M::%s] CMD:", __func__);
-	for (i = 0; i < argc; ++i)
-		fprintf(stderr, " %s", argv[i]);
-	fprintf(stderr, "\n[M::%s] Real time: %.3f sec; CPU: %.3f sec\n", __func__, realtime() - mm_realtime0, cputime());
+	if (opt.split_prefix)
+		mm_split_merge(argc - (o.ind + 1), (const char**)&argv[o.ind + 1], &opt, n_parts);
+
+	if (fflush(stdout) == EOF) {
+		perror("[ERROR] failed to write the results");
+		exit(EXIT_FAILURE);
+	}
+
+	if (mm_verbose >= 3) {
+		fprintf(stderr, "[M::%s] Version: %s\n", __func__, MM_VERSION);
+		fprintf(stderr, "[M::%s] CMD:", __func__);
+		for (i = 0; i < argc; ++i)
+			fprintf(stderr, " %s", argv[i]);
+		fprintf(stderr, "\n[M::%s] Real time: %.3f sec; CPU: %.3f sec; Peak RSS: %.3f GB\n", __func__, realtime() - mm_realtime0, cputime(), peakrss() / 1024.0 / 1024.0 / 1024.0);
+	}
 	return 0;
 }

map.c

@@ -1,6 +1,7 @@
 #include <stdlib.h>
 #include <string.h>
 #include <assert.h>
+#include <errno.h>
 #include "kthread.h"
 #include "kvec.h"
 #include "kalloc.h"
@@ -11,6 +12,7 @@
 
 struct mm_tbuf_s {
 	void *km;
+	int rep_len, frag_gap;
 };
 
 mm_tbuf_t *mm_tbuf_init(void)
@@ -28,6 +30,11 @@ 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;
@@ -39,12 +46,12 @@ static int mm_dust_minier(void *km, int n, mm128_t *a, int l_seq, const char *se
 	for (j = k = 0; j < n; ++j) { // squeeze out minimizers that significantly overlap with LCRs
 		int32_t qpos = (uint32_t)a[j].y>>1, span = a[j].x&0xff;
 		int32_t s = qpos - (span - 1), e = s + span;
-		while (u < n_dreg && (uint32_t)dreg[u] <= s) ++u;
-		if (u < n_dreg && dreg[u]>>32 < e) {
+		while (u < n_dreg && (int32_t)dreg[u] <= s) ++u;
+		if (u < n_dreg && (int32_t)(dreg[u]>>32) < e) {
 			int v, l = 0;
-			for (v = u; v < n_dreg && dreg[v]>>32 < e; ++v) { // iterate over LCRs overlapping this minimizer
-				int ss = s > dreg[v]>>32? s : dreg[v]>>32;
-				int ee = e < (uint32_t)dreg[v]? e : (uint32_t)dreg[v];
+			for (v = u; v < n_dreg && (int32_t)(dreg[v]>>32) < e; ++v) { // iterate over LCRs overlapping this minimizer
+				int ss = s > (int32_t)(dreg[v]>>32)? s : dreg[v]>>32;
+				int ee = e < (int32_t)dreg[v]? e : (uint32_t)dreg[v];
 				l += ee - ss;
 			}
 			if (l <= span>>1) a[k++] = a[j]; // keep the minimizer if less than half of it falls in masked region
@@ -56,9 +63,10 @@ static int mm_dust_minier(void *km, int n, mm128_t *a, int l_seq, const char *se
 
 static void collect_minimizers(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int n_segs, const int *qlens, const char **seqs, mm128_v *mv)
 {
-	int i, j, n, sum = 0;
+	int i, n, sum = 0;
 	mv->n = 0;
 	for (i = n = 0; i < n_segs; ++i) {
+		size_t j;
 		mm_sketch(km, seqs[i], qlens[i], mi->w, mi->k, i, mi->flag&MM_I_HPC, mv);
 		for (j = n; j < mv->n; ++j)
 			mv->a[j].y += sum << 1;
@@ -81,12 +89,13 @@ typedef struct {
 
 static mm_match_t *collect_matches(void *km, int *_n_m, int max_occ, const mm_idx_t *mi, const mm128_v *mv, int64_t *n_a, int *rep_len, int *n_mini_pos, uint64_t **mini_pos)
 {
-	int i, rep_st = 0, rep_en = 0, n_m;
+	int rep_st = 0, rep_en = 0, n_m;
+	size_t i;
 	mm_match_t *m;
 	*n_mini_pos = 0;
 	*mini_pos = (uint64_t*)kmalloc(km, mv->n * sizeof(uint64_t));
 	m = (mm_match_t*)kmalloc(km, mv->n * sizeof(mm_match_t));
-	for (i = n_m = 0, *rep_len = 0, *n_a = 0; i < mv->n; ++i) {
+	for (i = 0, n_m = 0, *rep_len = 0, *n_a = 0; i < mv->n; ++i) {
 		const uint64_t *cr;
 		mm128_t *p = &mv->a[i];
 		uint32_t q_pos = (uint32_t)p->y, q_span = p->x & 0xff;
@@ -120,7 +129,7 @@ static inline int skip_seed(int flag, uint64_t r, const mm_match_t *q, const cha
 		const mm_idx_seq_t *s = &mi->seq[r>>32];
 		int cmp;
 		cmp = strcmp(qname, s->name);
-		if ((flag&MM_F_NO_DIAG) && cmp == 0 && s->len == qlen) {
+		if ((flag&MM_F_NO_DIAG) && cmp == 0 && (int)s->len == qlen) {
 			if ((uint32_t)r>>1 == (q->q_pos>>1)) return 1; // avoid the diagnonal anchors
 			if ((r&1) == (q->q_pos&1)) *is_self = 1; // this flag is used to avoid spurious extension on self chain
 		}
@@ -163,19 +172,20 @@ static mm128_t *collect_seed_hits_heap(void *km, const mm_mapopt_t *opt, int max
 		mm128_t *p;
 		uint64_t r = heap->x;
 		int32_t is_self, rpos = (uint32_t)r >> 1;
-		if (skip_seed(opt->flag, r, q, qname, qlen, mi, &is_self)) continue;
-		if ((r&1) == (q->q_pos&1)) { // forward strand
-			p = &a[n_for++];
-			p->x = (r&0xffffffff00000000ULL) | rpos;
-			p->y = (uint64_t)q->q_span << 32 | q->q_pos >> 1;
-		} else { // reverse strand
-			p = &a[(*n_a) - (++n_rev)];
-			p->x = 1ULL<<63 | (r&0xffffffff00000000ULL) | rpos;
-			p->y = (uint64_t)q->q_span << 32 | (qlen - ((q->q_pos>>1) + 1 - q->q_span) - 1);
+		if (!skip_seed(opt->flag, r, q, qname, qlen, mi, &is_self)) {
+			if ((r&1) == (q->q_pos&1)) { // forward strand
+				p = &a[n_for++];
+				p->x = (r&0xffffffff00000000ULL) | rpos;
+				p->y = (uint64_t)q->q_span << 32 | q->q_pos >> 1;
+			} else { // reverse strand
+				p = &a[(*n_a) - (++n_rev)];
+				p->x = 1ULL<<63 | (r&0xffffffff00000000ULL) | rpos;
+				p->y = (uint64_t)q->q_span << 32 | (qlen - ((q->q_pos>>1) + 1 - q->q_span) - 1);
+			}
+			p->y |= (uint64_t)q->seg_id << MM_SEED_SEG_SHIFT;
+			if (q->is_tandem) p->y |= MM_SEED_TANDEM;
+			if (is_self) p->y |= MM_SEED_SELF;
 		}
-		p->y |= (uint64_t)q->seg_id << MM_SEED_SEG_SHIFT;
-		if (q->is_tandem) p->y |= MM_SEED_TANDEM;
-		if (is_self) p->y |= MM_SEED_SELF;
 		// update the heap
 		if ((uint32_t)heap->y < q->n - 1) {
 			++heap[0].y;
@@ -205,7 +215,7 @@ static mm128_t *collect_seed_hits_heap(void *km, const mm_mapopt_t *opt, int max
 static mm128_t *collect_seed_hits(void *km, const mm_mapopt_t *opt, int max_occ, const mm_idx_t *mi, const char *qname, const mm128_v *mv, int qlen, int64_t *n_a, int *rep_len,
 								  int *n_mini_pos, uint64_t **mini_pos)
 {
-	int i, k, n_m;
+	int i, n_m;
 	mm_match_t *m;
 	mm128_t *a;
 	m = collect_matches(km, &n_m, max_occ, mi, mv, n_a, rep_len, n_mini_pos, mini_pos);
@@ -213,6 +223,7 @@ static mm128_t *collect_seed_hits(void *km, const mm_mapopt_t *opt, int max_occ,
 	for (i = 0, *n_a = 0; i < n_m; ++i) {
 		mm_match_t *q = &m[i];
 		const uint64_t *r = q->cr;
+		uint32_t k;
 		for (k = 0; k < q->n; ++k) {
 			int32_t is_self, rpos = (uint32_t)r[k] >> 1;
 			mm128_t *p;
@@ -238,7 +249,7 @@ static mm128_t *collect_seed_hits(void *km, const mm_mapopt_t *opt, int max_occ,
 static void chain_post(const mm_mapopt_t *opt, int max_chain_gap_ref, const mm_idx_t *mi, void *km, int qlen, int n_segs, const int *qlens, int *n_regs, mm_reg1_t *regs, mm128_t *a)
 {
 	if (!(opt->flag & MM_F_ALL_CHAINS)) { // don't choose primary mapping(s)
-		mm_set_parent(km, opt->mask_level, *n_regs, regs, opt->a * 2 + opt->b);
+		mm_set_parent(km, opt->mask_level, *n_regs, regs, opt->a * 2 + opt->b, opt->flag&MM_F_HARD_MLEVEL);
 		if (n_segs <= 1) mm_select_sub(km, opt->pri_ratio, mi->k*2, opt->best_n, n_regs, regs);
 		else mm_select_sub_multi(km, opt->pri_ratio, 0.2f, 0.7f, max_chain_gap_ref, mi->k*2, opt->best_n, n_segs, qlens, n_regs, regs);
 		if (!(opt->flag & (MM_F_SPLICE|MM_F_SR|MM_F_NO_LJOIN))) // long join not working well without primary chains
@@ -251,7 +262,7 @@ static mm_reg1_t *align_regs(const mm_mapopt_t *opt, const mm_idx_t *mi, void *k
 	if (!(opt->flag & MM_F_CIGAR)) return regs;
 	regs = mm_align_skeleton(km, opt, mi, qlen, seq, n_regs, regs, a); // this calls mm_filter_regs()
 	if (!(opt->flag & MM_F_ALL_CHAINS)) { // don't choose primary mapping(s)
-		mm_set_parent(km, opt->mask_level, *n_regs, regs, opt->a * 2 + opt->b);
+		mm_set_parent(km, opt->mask_level, *n_regs, regs, opt->a * 2 + opt->b, opt->flag&MM_F_HARD_MLEVEL);
 		mm_select_sub(km, opt->pri_ratio, mi->k*2, opt->best_n, n_regs, regs);
 		mm_set_sam_pri(*n_regs, regs);
 	}
@@ -274,6 +285,7 @@ void mm_map_frag(const mm_idx_t *mi, int n_segs, const int *qlens, const char **
 		qlen_sum += qlens[i], n_regs[i] = 0, regs[i] = 0;
 
 	if (qlen_sum == 0 || n_segs <= 0 || n_segs > MM_MAX_SEG) return;
+	if (opt->max_qlen > 0 && qlen_sum > opt->max_qlen) return;
 
 	hash  = qname? __ac_X31_hash_string(qname) : 0;
 	hash ^= __ac_Wang_hash(qlen_sum) + __ac_Wang_hash(opt->seed);
@@ -301,17 +313,17 @@ void mm_map_frag(const mm_idx_t *mi, int n_segs, const int *qlens, const char **
 		if (max_chain_gap_ref < opt->max_gap) max_chain_gap_ref = opt->max_gap;
 	} else max_chain_gap_ref = opt->max_gap;
 
-	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);
+	a = mm_chain_dp(max_chain_gap_ref, max_chain_gap_qry, opt->bw, opt->max_chain_skip, opt->max_chain_iter, opt->min_cnt, opt->min_chain_score, is_splice, n_segs, n_a, a, &n_regs0, &u, b->km);
 
 	if (opt->max_occ > opt->mid_occ && rep_len > 0) {
 		int rechain = 0;
 		if (n_regs0 > 0) { // test if the best chain has all the segments
 			int n_chained_segs = 1, max = 0, max_i = -1, max_off = -1, off = 0;
 			for (i = 0; i < n_regs0; ++i) { // find the best chain
-				if (max < u[i]>>32) max = u[i]>>32, max_i = i, max_off = off;
+				if (max < (int)(u[i]>>32)) max = u[i]>>32, max_i = i, max_off = off;
 				off += (uint32_t)u[i];
 			}
-			for (i = 1; i < (uint32_t)u[max_i]; ++i) // count the number of segments in the best chain
+			for (i = 1; i < (int32_t)u[max_i]; ++i) // count the number of segments in the best chain
 				if ((a[max_off+i].y&MM_SEED_SEG_MASK) != (a[max_off+i-1].y&MM_SEED_SEG_MASK))
 					++n_chained_segs;
 			if (n_chained_segs < n_segs)
@@ -323,9 +335,11 @@ void mm_map_frag(const mm_idx_t *mi, int n_segs, const int *qlens, const char **
 			kfree(b->km, mini_pos);
 			if (opt->flag & MM_F_HEAP_SORT) a = collect_seed_hits_heap(b->km, opt, opt->max_occ, mi, qname, &mv, qlen_sum, &n_a, &rep_len, &n_mini_pos, &mini_pos);
 			else a = collect_seed_hits(b->km, opt, opt->max_occ, mi, qname, &mv, qlen_sum, &n_a, &rep_len, &n_mini_pos, &mini_pos);
-			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);
+			a = mm_chain_dp(max_chain_gap_ref, max_chain_gap_qry, opt->bw, opt->max_chain_skip, opt->max_chain_iter, 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);
 
@@ -337,6 +351,15 @@ void mm_map_frag(const mm_idx_t *mi, int n_segs, const int *qlens, const char **
 
 	chain_post(opt, max_chain_gap_ref, mi, b->km, qlen_sum, n_segs, qlens, &n_regs0, regs0, a);
 	if (!is_sr) mm_est_err(mi, qlen_sum, n_regs0, regs0, a, n_mini_pos, mini_pos);
+	if (!is_sr && n_segs == 1) {
+		for (i = j = 0; i < n_regs0; ++i) {
+			mm_reg1_t *r = &regs0[i];
+			if (r->div > opt->flt_max_dv) continue;
+			if (r->blen < opt->flt_min_blen) continue;
+			regs0[j++] = regs0[i];
+		}
+		n_regs0 = j;
+	}
 
 	if (n_segs == 1) { // uni-segment
 		regs0 = align_regs(opt, mi, b->km, qlens[0], seqs[0], &n_regs0, regs0, a);
@@ -347,7 +370,7 @@ void mm_map_frag(const mm_idx_t *mi, int n_segs, const int *qlens, const char **
 		seg = mm_seg_gen(b->km, hash, n_segs, qlens, n_regs0, regs0, n_regs, regs, a); // split fragment chain to separate segment chains
 		free(regs0);
 		for (i = 0; i < n_segs; ++i) {
-			mm_set_parent(b->km, opt->mask_level, n_regs[i], regs[i], opt->a * 2 + opt->b); // update mm_reg1_t::parent
+			mm_set_parent(b->km, opt->mask_level, n_regs[i], regs[i], opt->a * 2 + opt->b, opt->flag&MM_F_HARD_MLEVEL); // update mm_reg1_t::parent
 			regs[i] = align_regs(opt, mi, b->km, qlens[i], seqs[i], &n_regs[i], regs[i], seg[i].a);
 			mm_set_mapq(b->km, n_regs[i], regs[i], opt->min_chain_score, opt->a, rep_len, is_sr);
 		}
@@ -390,13 +413,17 @@ 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;
@@ -417,10 +444,17 @@ 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)))) {
@@ -436,17 +470,75 @@ 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, opt->flag&MM_F_HARD_MLEVEL);
+			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;
     pipeline_t *p = (pipeline_t*)shared;
     if (step == 0) { // step 0: read sequences
 		int with_qual = (!!(p->opt->flag & MM_F_OUT_SAM) && !(p->opt->flag & MM_F_NO_QUAL));
+		int with_comment = !!(p->opt->flag & MM_F_COPY_COMMENT);
 		int frag_mode = (p->n_fp > 1 || !!(p->opt->flag & MM_F_FRAG_MODE));
         step_t *s;
         s = (step_t*)calloc(1, sizeof(step_t));
-		if (p->n_fp > 1) s->seq = mm_bseq_read_frag(p->n_fp, p->fp, p->mini_batch_size, with_qual, &s->n_seq);
-		else s->seq = mm_bseq_read2(p->fp[0], p->mini_batch_size, with_qual, frag_mode, &s->n_seq);
+		if (p->n_fp > 1) s->seq = mm_bseq_read_frag2(p->n_fp, p->fp, p->mini_batch_size, with_qual, with_comment, &s->n_seq);
+		else s->seq = mm_bseq_read3(p->fp[0], p->mini_batch_size, with_qual, with_comment, frag_mode, &s->n_seq);
 		if (s->seq) {
 			s->p = p;
 			for (i = 0; i < s->n_seq; ++i)
@@ -454,9 +546,11 @@ 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)) {
@@ -467,7 +561,8 @@ 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;
@@ -480,20 +575,36 @@ 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_sam3(&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, s->rep_len[i]);
+						else
+							mm_write_paf3(&p->str, mi, t, r, km, p->opt->flag, s->rep_len[i]);
+						mm_err_puts(p->str.s);
+					}
+				} else if ((p->opt->flag & MM_F_PAF_NO_HIT) || ((p->opt->flag & MM_F_OUT_SAM) && !(p->opt->flag & MM_F_SAM_HIT_ONLY))) { // 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_sam3(&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, s->rep_len[i]);
 					else
-						mm_write_paf(&p->str, mi, t, r, km, p->opt->flag);
-					puts(p->str.s);
-				}
-				if (s->n_reg[i] == 0 && (p->opt->flag & MM_F_OUT_SAM)) {
-					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);
-					puts(p->str.s);
+						mm_write_paf3(&p->str, mi, t, 0, 0, p->opt->flag, s->rep_len[i]);
+					mm_err_puts(p->str.s);
 				}
 			}
 			for (i = seg_st; i < seg_en; ++i) {
@@ -501,9 +612,10 @@ 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);
@@ -512,32 +624,44 @@ 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': %s\n", fn[i], strerror(errno));
+			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;
@@ -547,3 +671,48 @@ 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

@@ -29,6 +29,13 @@
 #define MM_F_REV_ONLY      0x200000
 #define MM_F_HEAP_SORT     0x400000
 #define MM_F_ALL_CHAINS    0x800000
+#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_F_HARD_MLEVEL   0x20000000
+#define MM_F_SAM_HIT_ONLY  0x40000000
 
 #define MM_I_HPC          0x1
 #define MM_I_NO_SEQ       0x2
@@ -56,9 +63,11 @@ 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)
+	struct mm_idx_intv_s *I;   // intervals (hidden)
 	void *km, *h;
 } mm_idx_t;
 
@@ -92,30 +101,39 @@ typedef struct {
 typedef struct {
 	short k, w, flag, bucket_bits;
 	int mini_batch_size;
+	int min_occ, max_occ;
 	uint64_t batch_size;
 } mm_idxopt_t;
 
 typedef struct {
+	int64_t flag;    // see MM_F_* macros
 	int seed;
 	int sdust_thres; // score threshold for SDUST; 0 to disable
-	int flag;        // see MM_F_* macros
+
+	int max_qlen;    // max query length
 
 	int bw;          // bandwidth
 	int max_gap, max_gap_ref; // break a chain if there are no minimizers in a max_gap window
 	int max_frag_len;
-	int max_chain_skip;
+	int max_chain_skip, max_chain_iter;
 	int min_cnt;         // min number of minimizers on each chain
 	int min_chain_score; // min chaining score
 
+	float flt_max_dv;
+	int flt_min_blen;
+
 	float mask_level;
 	float pri_ratio;
 	int best_n;      // top best_n chains are subjected to DP alignment
 
 	int max_join_long, max_join_short;
 	int min_join_flank_sc;
+	float min_join_flank_ratio;
 
 	int a, b, q, e, q2, e2; // matching score, mismatch, gap-open and gap-ext penalties
+	int sc_ambi; // score when one or both bases are "N"
 	int noncan;      // cost of non-canonical splicing sites
+	int junc_bonus;
 	int zdrop, zdrop_inv;   // break alignment if alignment score drops too fast along the diagonal
 	int end_bonus;
 	int min_dp_max;  // drop an alignment if the score of the max scoring segment is below this threshold
@@ -126,9 +144,13 @@ typedef struct {
 	int pe_ori, pe_bonus;
 
 	float mid_occ_frac;  // only used by mm_mapopt_update(); see below
+	int32_t min_mid_occ;
 	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
+	int64_t max_sw_mat;
+
+	const char *split_prefix;
 } mm_mapopt_t;
 
 // index reader
@@ -213,6 +235,36 @@ void mm_idx_reader_close(mm_idx_reader_t *r);
 
 int mm_idx_reader_eof(const mm_idx_reader_t *r);
 
+/**
+ * Check whether the file contains a minimap2 index
+ *
+ * @param fn         file name
+ *
+ * @return the file size if fn is an index file; 0 if fn is not.
+ */
+int64_t mm_idx_is_idx(const char *fn);
+
+/**
+ * Load a part of an index
+ *
+ * Given a uni-part index, this function loads the entire index into memory.
+ * Given a multi-part index, it loads one part only and places the file pointer
+ * at the end of that part.
+ *
+ * @param fp         pointer to FILE object
+ *
+ * @return minimap2 index read from fp
+ */
+mm_idx_t *mm_idx_load(FILE *fp);
+
+/**
+ * Append an index (or one part of a full index) to file
+ *
+ * @param fp         pointer to FILE object
+ * @param mi         minimap2 index
+ */
+void mm_idx_dump(FILE *fp, const mm_idx_t *mi);
+
 /**
  * Create an index from strings in memory
  *
@@ -261,6 +313,8 @@ 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
  *
@@ -297,11 +351,30 @@ 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);
 int mm_idx_getseq(const mm_idx_t *mi, uint32_t rid, uint32_t st, uint32_t en, uint8_t *seq);
 
+int mm_idx_bed_read(mm_idx_t *mi, const char *fn, int read_junc);
+int mm_idx_bed_junc(const mm_idx_t *mi, int32_t ctg, int32_t st, int32_t en, uint8_t *s);
+
 // deprecated APIs for backward compatibility
 void mm_mapopt_init(mm_mapopt_t *opt);
 mm_idx_t *mm_idx_build(const char *fn, int w, int k, int flag, int n_threads);

minimap2.1

@@ -1,4 +1,4 @@
-.TH minimap2 1 "24 February 2018" "minimap2-2.9 (r720)" "Bioinformatics tools"
+.TH minimap2 1 "4 May 2019" "minimap2-2.17 (r941)" "Bioinformatics tools"
 .SH NAME
 .PP
 minimap2 - mapping and alignment between collections of DNA sequences
@@ -123,10 +123,27 @@ provided as the target sequences, options
 will be effectively overridden by the options stored in the index file.
 .SS Mapping options
 .TP 10
-.BI -f \ FLOAT
-Ignore top
+.BI -f \ FLOAT | INT1 [, INT2 ]
+If fraction, ignore top
 .I FLOAT
-fraction of most frequent minimizers [0.0002]
+fraction of most frequent minimizers [0.0002]. If integer,
+ignore minimizers occuring more than
+.I INT1
+times.
+.I INT2
+is only effective in the
+.B --sr
+or
+.B -xsr
+mode, which sets the threshold for a second round of seeding.
+.TP
+.BI --min-occ-floor \ INT
+Force minimap2 to always use k-mers occurring
+.I INT
+times or less [0]. In effect, the max occurrence threshold is set to
+the
+.RI max{ INT ,
+.BR -f }.
 .TP
 .BI -g \ INT
 Stop chain enlongation if there are no minimizers within
@@ -176,7 +193,7 @@ Primarily used for all-vs-all read overlapping.
 .BI -p \ FLOAT
 Minimal secondary-to-primary score ratio to output secondary mappings [0.8].
 Between two chains overlaping over half of the shorter chain (controlled by
-.BR --mask-level ),
+.BR -M ),
 the chain with a lower score is secondary to the chain with a higher score.
 If the ratio of the scores is below
 .IR FLOAT ,
@@ -209,19 +226,34 @@ Mark as secondary a chain that overlaps with a better chain by
 .I FLOAT
 or more of the shorter chain [0.5]
 .TP
+.B --hard-mask-level
+Honor option
+.B -M
+and disable a heurstic to save unmapped subsequences.
+.TP
 .BI --max-chain-skip \ INT
-A heuristics that stops chaining early [50]. Minimap2 uses dynamic programming
+A heuristics that stops chaining early [25]. Minimap2 uses dynamic programming
 for chaining. The time complexity is quadratic in the number of seeds. This
 option makes minimap2 exits the inner loop if it repeatedly sees seeds already
 on chains. Set
 .I INT
 to a large number to switch off this heurstics.
 .TP
+.BI --max-chain-iter \ INT
+Check up to
+.I INT
+partial chains during chaining [5000]. This is a heuristic to avoid quadratic
+time complexity in the worst case.
+.TP
 .B --no-long-join
 Disable the long gap patching heuristic. When this option is applied, the
 maximum alignment gap is mostly controlled by
 .BR -r .
 .TP
+.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
 .B --splice
 Enable the splice alignment mode.
 .TP
@@ -231,6 +263,9 @@ 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
@@ -245,6 +280,10 @@ Only map to the reverse complement strand of the reference sequences.
 .BR --heap-sort = no | yes
 If yes, sort anchors with heap merge, instead of radix sort. Heap merge is
 faster for short reads, but slower for long reads. [no]
+.TP
+.B --no-pairing
+Treat two reads in a pair as independent reads. The mate related fields in SAM
+are still properly populated.
 .SS Alignment options
 .TP 10
 .BI -A \ INT
@@ -305,6 +344,9 @@ no attempt to match GT-AG [n]
 .BI --end-bonus \ INT
 Score bonus when alignment extends to the end of the query sequence [0].
 .TP
+.BI --score-N \ INT
+Score of a mismatch involving ambiguous bases [1].
+.TP
 .BR --splice-flank = yes | no
 Assume the next base to a
 .B GT
@@ -322,6 +364,17 @@ on SIRV data, please add
 .B --splice-flank=no
 to the command line.
 .TP
+.BR --junc-bed \ FILE
+Gene annotations in the BED12 format (aka 12-column BED), or intron positions
+in 5-column BED. With this option, minimap2 prefers splicing in annotations.
+BED12 file can be converted from GTF/GFF3 with `paftools.js gff2bed anno.gtf'
+[].
+.TP
+.BR --junc-bonus \ INT
+Score bonus for a splice donor or acceptor found in annotation (effective with
+.BR --junc-bed )
+[0].
+.TP
 .BI --end-seed-pen \ INT
 Drop a terminal anchor if
 .IR s <log( g )+ INT ,
@@ -333,12 +386,26 @@ 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.
+.TP
+.BI --cap-sw-mem \ NUM
+Skip alignment if the DP matrix size is above
+.IR NUM .
+Set 0 to disable [0].
 .SS Input/output options
 .TP 10
 .B -a
 Generate CIGAR and output alignments in the SAM format. Minimap2 outputs in PAF
 by default.
 .TP
+.BI -o \ FILE
+Output alignments to
+.I FILE
+[stdout].
+.TP
 .B -Q
 Ignore base quality in the input file.
 .TP
@@ -353,6 +420,9 @@ SAM read group line in a format like
 .B @RG\\\\tID:foo\\\\tSM:bar
 [].
 .TP
+.B -y
+Copy input FASTA/Q comments to output.
+.TP
 .B -c
 Generate CIGAR. In PAF, the CIGAR is written to the `cg' custom tag.
 .TP
@@ -371,6 +441,12 @@ is given,
 .I short
 is assumed. [none]
 .TP
+.B --MD
+Output the MD tag (see the SAM spec).
+.TP
+.B --eqx
+Output =/X CIGAR operators for sequence match/mismatch.
+.TP
 .B -Y
 In SAM output, use soft clipping for supplementary alignments.
 .TP
@@ -404,6 +480,18 @@ memory.
 .BR --secondary = yes | no
 Whether to output secondary alignments [yes]
 .TP
+.BI --max-qlen \ NUM
+Filter out query sequences longer than
+.IR NUM .
+.TP
+.B --paf-no-hit
+In PAF, output unmapped queries; the strand and the reference name fields are
+set to `*'. Warning: some paftools.js commands may not work with such output
+for the moment.
+.TP
+.B --sam-hit-only
+In SAM, don't output unmapped reads.
+.TP
 .B --version
 Print version number to stdout
 .SS Preset options
@@ -433,18 +521,25 @@ is determined by the sequencing error mode.
 .B asm5
 Long assembly to reference mapping
 .RB ( -k19
-.B -w19 -A1 -B19 -O39,81 -E3,1 -s200
-.BR -z200 ).
+.B -w19 -A1 -B19 -O39,81 -E3,1 -s200 -z200 -N50
+.BR --min-occ-floor=100 ).
 Typically, the alignment will not extend to regions with 5% or higher sequence
 divergence. Only use this preset if the average divergence is far below 5%.
 .TP
 .B asm10
 Long assembly to reference mapping
 .RB ( -k19
-.B -w19 -A1 -B9 -O16,41 -E2,1 -s200
-.BR -z200 ).
+.B -w19 -A1 -B9 -O16,41 -E2,1 -s200 -z200 -N50
+.BR --min-occ-floor=100 ).
 Up to 10% sequence divergence.
 .TP
+.B asm20
+Long assembly to reference mapping
+.RB ( -k19
+.B -w10 -A1 -B4 -O6,26 -E2,1 -s200 -z200 -N50
+.BR --min-occ-floor=100 ).
+Up to 20% sequence divergence.
+.TP
 .B ava-pb
 PacBio all-vs-all overlap mapping
 .RB ( -Hk19
@@ -454,7 +549,7 @@ PacBio all-vs-all overlap mapping
 .B ava-ont
 Oxford Nanopore all-vs-all overlap mapping
 .RB ( -k15
-.B -Xw5 -m100 -g10000 --max-chain-skip
+.B -Xw5 -m100 -g10000 -r2000 --max-chain-skip
 .BR 25 ).
 Similarly, the major difference from
 .B ava-pb
@@ -463,7 +558,7 @@ is that this preset is not using HPC minimizers.
 .B splice
 Long-read spliced alignment
 .RB ( -k15
-.B -w5 --splice -g2000 -G200k -A1 -B2 -O2,32 -E1,0 -C9 -z200 -ub
+.B -w5 --splice -g2000 -G200k -A1 -B2 -O2,32 -E1,0 -C9 -z200 -ub --junc-bonus=9
 .BR --splice-flank=yes ).
 In the splice mode, 1) long deletions are taken as introns and represented as
 the
@@ -473,6 +568,12 @@ costs are different during chaining; 4) the computation of the
 .RB ` ms '
 tag ignores introns to demote hits to pseudogenes.
 .TP
+.B splice:hq
+Long-read splice alignment for PacBio CCS reads
+.RB ( -xsplice
+.B -C5 -O6,24
+.BR -B4 ).
+.TP
 .B sr
 Short single-end reads without splicing
 .RB ( -k21
@@ -535,12 +636,17 @@ cm	i	Number of minimizers on the chain
 s1	i	Chaining score
 s2	i	Chaining score of the best secondary chain
 NM	i	Total number of mismatches and gaps in the alignment
+MD	Z	To generate the ref sequence in the alignment
 AS	i	DP alignment score
+SA	Z	List of other supplementary alignments
 ms	i	DP score of the max scoring segment in the alignment
 nn	i	Number of ambiguous bases in the alignment
 ts	A	Transcript strand (splice mode only)
 cg	Z	CIGAR string (only in PAF)
 cs	Z	Difference string
+dv	f	Approximate per-base sequence divergence
+de	f	Gap-compressed per-base sequence divergence
+rl	i	Length of query regions harboring repetitive seeds
 .TE
 
 .PP

misc.c

@@ -1,3 +1,4 @@
+#include <stdlib.h>
 #include "mmpriv.h"
 
 int mm_verbose = 1;
@@ -115,11 +116,40 @@ long peakrss(void)
 double realtime(void)
 {
 	struct timeval tp;
-	struct timezone tzp;
-	gettimeofday(&tp, &tzp);
+	gettimeofday(&tp, NULL);
 	return tp.tv_sec + tp.tv_usec * 1e-6;
 }
 
+void mm_err_puts(const char *str)
+{
+	int ret;
+	ret = puts(str);
+	if (ret == EOF) {
+		perror("[ERROR] failed to write the results");
+		exit(EXIT_FAILURE);
+	}
+}
+
+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) {
+		perror("[ERROR] failed to write data");
+		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) {
+		perror("[ERROR] failed to read data");
+		exit(EXIT_FAILURE);
+	}
+}
+
 #include "ksort.h"
 
 #define sort_key_128x(a) ((a).x)

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
@@ -58,13 +61,15 @@ void mm_sketch(void *km, const char *str, int len, int w, int k, uint32_t rid, i
 
 void mm_write_sam_hdr(const mm_idx_t *mi, const char *rg, const char *ver, int argc, char *argv[]);
 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);
+void mm_write_paf3(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, void *km, int opt_flag, int rep_len);
 void mm_write_sam(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, const mm_reg1_t *r, int n_regs, const mm_reg1_t *regs);
 void mm_write_sam2(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int seg_idx, int reg_idx, int n_seg, const int *n_regs, const mm_reg1_t *const* regs, void *km, int opt_flag);
+void mm_write_sam3(kstring_t *s, const mm_idx_t *mi, const mm_bseq1_t *t, int seg_idx, int reg_idx, int n_seg, const int *n_regss, const mm_reg1_t *const* regss, void *km, int opt_flag, int rep_len);
 
 void mm_idxopt_init(mm_idxopt_t *opt);
 const uint64_t *mm_idx_get(const mm_idx_t *mi, uint64_t minier, int *n);
 int32_t mm_idx_cal_max_occ(const mm_idx_t *mi, float f);
-mm128_t *mm_chain_dp(int max_dist_x, int max_dist_y, int bw, int max_skip, int min_cnt, int min_sc, int is_cdna, int n_segs, int64_t n, mm128_t *a, int *n_u_, uint64_t **_u, void *km);
+mm128_t *mm_chain_dp(int max_dist_x, int max_dist_y, int bw, int max_skip, int max_iter, int min_cnt, int min_sc, int is_cdna, int n_segs, int64_t n, mm128_t *a, int *n_u_, uint64_t **_u, void *km);
 mm_reg1_t *mm_align_skeleton(void *km, const mm_mapopt_t *opt, const mm_idx_t *mi, int qlen, const char *qstr, int *n_regs_, mm_reg1_t *regs, mm128_t *a);
 
 mm_reg1_t *mm_gen_regs(void *km, uint32_t hash, int qlen, int n_u, uint64_t *u, mm128_t *a);
@@ -72,12 +77,12 @@ void mm_split_reg(mm_reg1_t *r, mm_reg1_t *r2, int n, int qlen, mm128_t *a);
 void mm_sync_regs(void *km, int n_regs, mm_reg1_t *regs);
 int mm_squeeze_a(void *km, int n_regs, mm_reg1_t *regs, mm128_t *a);
 int mm_set_sam_pri(int n, mm_reg1_t *r);
-void mm_set_parent(void *km, float mask_level, int n, mm_reg1_t *r, int sub_diff);
+void mm_set_parent(void *km, float mask_level, int n, mm_reg1_t *r, int sub_diff, int hard_mask_level);
 void mm_select_sub(void *km, float pri_ratio, int min_diff, int best_n, int *n_, mm_reg1_t *r);
 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(void *km, const mm_mapopt_t *opt, int qlen, int *n_regs, mm_reg1_t *regs);
+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);
@@ -86,6 +91,15 @@ 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
 }
 #endif

options.c

@@ -1,4 +1,5 @@
 #include <stdio.h>
+#include <limits.h>
 #include "mmpriv.h"
 
 void mm_idxopt_init(mm_idxopt_t *opt)
@@ -8,6 +9,7 @@ void mm_idxopt_init(mm_idxopt_t *opt)
 	opt->bucket_bits = 14;
 	opt->mini_batch_size = 50000000;
 	opt->batch_size = 4000000000ULL;
+	opt->min_occ = 0, opt->max_occ = INT_MAX;
 }
 
 void mm_mapopt_init(mm_mapopt_t *opt)
@@ -23,6 +25,10 @@ void mm_mapopt_init(mm_mapopt_t *opt)
 	opt->max_gap = 5000;
 	opt->max_gap_ref = -1;
 	opt->max_chain_skip = 25;
+	opt->max_chain_iter = 5000;
+
+	opt->flt_max_dv = 1.0f;
+	opt->flt_min_blen = 0;
 
 	opt->mask_level = 0.5f;
 	opt->pri_ratio = 0.8f;
@@ -31,8 +37,10 @@ void mm_mapopt_init(mm_mapopt_t *opt)
 	opt->max_join_long = 20000;
 	opt->max_join_short = 2000;
 	opt->min_join_flank_sc = 1000;
+	opt->min_join_flank_ratio = 0.5f;
 
 	opt->a = 2, opt->b = 4, opt->q = 4, opt->e = 2, opt->q2 = 24, opt->e2 = 1;
+	opt->sc_ambi = 1;
 	opt->zdrop = 400, opt->zdrop_inv = 200;
 	opt->end_bonus = -1;
 	opt->min_dp_max = opt->min_chain_score * opt->a;
@@ -47,10 +55,12 @@ 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);
+	if (opt->mid_occ < opt->min_mid_occ)
+		opt->mid_occ = opt->min_mid_occ;
 	if (mm_verbose >= 3)
 		fprintf(stderr, "[M::%s::%.3f*%.2f] mid_occ = %d\n", __func__, realtime() - mm_realtime0, cputime() / (realtime() - mm_realtime0), opt->mid_occ);
 }
@@ -70,6 +80,7 @@ int mm_set_opt(const char *preset, mm_idxopt_t *io, mm_mapopt_t *mo)
 		io->flag = 0, io->k = 15, io->w = 5;
 		mo->flag |= MM_F_ALL_CHAINS | MM_F_NO_DIAG | MM_F_NO_DUAL | MM_F_NO_LJOIN;
 		mo->min_chain_score = 100, mo->pri_ratio = 0.0f, mo->max_gap = 10000, mo->max_chain_skip = 25;
+		mo->bw = 2000;
 	} else if (strcmp(preset, "ava-pb") == 0) {
 		io->flag |= MM_I_HPC, io->k = 19, io->w = 5;
 		mo->flag |= MM_F_ALL_CHAINS | MM_F_NO_DIAG | MM_F_NO_DUAL | MM_F_NO_LJOIN;
@@ -81,11 +92,19 @@ int mm_set_opt(const char *preset, mm_idxopt_t *io, mm_mapopt_t *mo)
 	} else if (strcmp(preset, "asm5") == 0) {
 		io->flag = 0, io->k = 19, io->w = 19;
 		mo->a = 1, mo->b = 19, mo->q = 39, mo->q2 = 81, mo->e = 3, mo->e2 = 1, mo->zdrop = mo->zdrop_inv = 200;
+		mo->min_mid_occ = 100;
 		mo->min_dp_max = 200;
 		mo->best_n = 50;
 	} else if (strcmp(preset, "asm10") == 0) {
 		io->flag = 0, io->k = 19, io->w = 19;
 		mo->a = 1, mo->b = 9, mo->q = 16, mo->q2 = 41, mo->e = 2, mo->e2 = 1, mo->zdrop = mo->zdrop_inv = 200;
+		mo->min_mid_occ = 100;
+		mo->min_dp_max = 200;
+		mo->best_n = 50;
+	} else if (strcmp(preset, "asm20") == 0) {
+		io->flag = 0, io->k = 19, io->w = 10;
+		mo->a = 1, mo->b = 4, mo->q = 6, mo->q2 = 26, mo->e = 2, mo->e2 = 1, mo->zdrop = mo->zdrop_inv = 200;
+		mo->min_mid_occ = 100;
 		mo->min_dp_max = 200;
 		mo->best_n = 50;
 	} else if (strcmp(preset, "short") == 0 || strcmp(preset, "sr") == 0) {
@@ -106,19 +125,32 @@ int mm_set_opt(const char *preset, mm_idxopt_t *io, mm_mapopt_t *mo)
 		mo->mid_occ = 1000;
 		mo->max_occ = 5000;
 		mo->mini_batch_size = 50000000;
-	} else if (strcmp(preset, "splice") == 0 || strcmp(preset, "cdna") == 0) {
+	} else if (strncmp(preset, "splice", 6) == 0 || strcmp(preset, "cdna") == 0) {
 		io->flag = 0, io->k = 15, io->w = 5;
 		mo->flag |= MM_F_SPLICE | MM_F_SPLICE_FOR | MM_F_SPLICE_REV | MM_F_SPLICE_FLANK;
 		mo->max_gap = 2000, mo->max_gap_ref = mo->bw = 200000;
 		mo->a = 1, mo->b = 2, mo->q = 2, mo->e = 1, mo->q2 = 32, mo->e2 = 0;
 		mo->noncan = 9;
+		mo->junc_bonus = 9;
 		mo->zdrop = 200, mo->zdrop_inv = 100; // because mo->a is halved
+		if (strcmp(preset, "splice:hq") == 0)
+			mo->junc_bonus = 5, mo->b = 4, mo->q = 6, mo->q2 = 24;
 	} else return -1;
 	return 0;
 }
 
 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");
+		return -5;
+	}
 	if (mo->best_n < 0) {
 		if (mm_verbose >= 1)
 			fprintf(stderr, "[ERROR]\033[1;31m -N must be no less than 0\033[0m\n");
@@ -136,6 +168,11 @@ int mm_check_opt(const mm_idxopt_t *io, const mm_mapopt_t *mo)
 			fprintf(stderr, "[ERROR]\033[1;31m --for-only and --rev-only can't be applied at the same time\033[0m\n");
 		return -3;
 	}
+	if (mo->e <= 0 || mo->q <= 0) {
+		if (mm_verbose >= 1)
+			fprintf(stderr, "[ERROR]\033[1;31m -O and -E must be positive\033[0m\n");
+		return -1;
+	}
 	if ((mo->q != mo->q2 || mo->e != mo->e2) && !(mo->e > mo->e2 && mo->q + mo->e < mo->q2 + mo->e2)) {
 		if (mm_verbose >= 1)
 			fprintf(stderr, "[ERROR]\033[1;31m dual gap penalties violating E1>E2 and O1+E1<O2+E2\033[0m\n");
@@ -151,5 +188,10 @@ int mm_check_opt(const mm_idxopt_t *io, const mm_mapopt_t *mo)
 			fprintf(stderr, "[ERROR]\033[1;31m Z-drop should not be less than inversion-Z-drop\033[0m\n");
 		return -5;
 	}
+	if ((mo->flag & MM_F_NO_PRINT_2ND) && (mo->flag & MM_F_ALL_CHAINS)) {
+		if (mm_verbose >= 1)
+			fprintf(stderr, "[ERROR]\033[1;31m -X/-P and --secondary=no can't be applied at the same time\033[0m\n");
+		return -5;
+	}
 	return 0;
 }

pe.c

@@ -54,7 +54,7 @@ void mm_set_pe_thru(const int *qlens, int *n_regs, mm_reg1_t **regs)
 	if (n_pri[0] == 1 && n_pri[1] == 1) {
 		mm_reg1_t *p = &regs[0][pri[0]];
 		mm_reg1_t *q = &regs[1][pri[1]];
-		if (p->rid == q->rid && p->rev == q->rev && abs(p->rs - q->rs) < 3 && abs(p->re - p->re) < 3
+		if (p->rid == q->rid && p->rev == q->rev && abs(p->rs - q->rs) < 3 && abs(p->re - q->re) < 3
 			&& ((p->qs == 0 && qlens[1] - q->qe == 0) || (q->qs == 0 && qlens[0] - p->qe == 0)))
 		{
 			p->pe_thru = q->pe_thru = 1;
@@ -105,7 +105,7 @@ void mm_pair(void *km, int max_gap_ref, int pe_bonus, int sub_diff, int match_sc
 	max = -1;
 	max_idx[0] = max_idx[1] = -1;
 	last[0] = last[1] = -1;
-	kv_resize(uint64_t, km, sc, n);
+	kv_resize(uint64_t, km, sc, (size_t)n);
 	for (i = 0; i < n; ++i) {
 		if (a[i].key & 1) { // reverse first read or forward second read
 			mm_reg1_t *q, *r;
@@ -151,8 +151,8 @@ void mm_pair(void *km, int max_gap_ref, int pe_bonus, int sub_diff, int match_sc
 			}
 		}
 		mapq_pe = r[0]->mapq > r[1]->mapq? r[0]->mapq : r[1]->mapq;
-		for (i = 0; i < sc.n; ++i)
-			if ((sc.a[i]>>32) + sub_diff >= max>>32)
+		for (i = 0; i < (int)sc.n; ++i)
+			if ((sc.a[i]>>32) + sub_diff >= (uint64_t)max>>32)
 				++n_sub;
 		if (sc.n > 1) {
 			int mapq_pe_alt;
@@ -164,7 +164,7 @@ void mm_pair(void *km, int max_gap_ref, int pe_bonus, int sub_diff, int match_sc
 		if (sc.n == 1) {
 			if (r[0]->mapq < 2) r[0]->mapq = 2;
 			if (r[1]->mapq < 2) r[1]->mapq = 2;
-		} else if (max>>32 > sc.a[sc.n - 2]>>32) {
+		} else if ((uint64_t)max>>32 > sc.a[sc.n - 2]>>32) {
 			if (r[0]->mapq < 1) r[0]->mapq = 1;
 			if (r[1]->mapq < 1) r[1]->mapq = 1;
 		}

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
 
@@ -99,6 +114,12 @@ This method retrieves a (sub)sequence from the index and returns it as a Python
 string. :code:`None` is returned if :code:`name` is not present in the index or
 the start/end coordinates are invalid.
 
+.. code:: python
+
+	mappy.Aligner.seq_names
+
+This property gives the array of sequence names in the index.
+
 Class mappy.Alignment
 ~~~~~~~~~~~~~~~~~~~~~
 
@@ -139,6 +160,11 @@ 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)
@@ -119,15 +126,27 @@ 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[i].len || st >= en) return 0;
-	if (en < 0 || en > mi->seq[i].len)
-		en = mi->seq[i].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, s);
+	*len = mm_idx_getseq(mi, rid, st, en, (uint8_t*)s);
 	for (i = 0; i < *len; ++i)
 		s[i] = "ACGTN"[(uint8_t)s[i]];
 	s[*len] = 0;
 	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

@@ -10,13 +10,14 @@ cdef extern from "minimap.h":
 		uint64_t batch_size
 
 	ctypedef struct mm_mapopt_t:
+		int64_t flag
 		int seed
 		int sdust_thres
-		int flag
+		int max_qlen
 		int bw
 		int max_gap, max_gap_ref
 		int max_frag_len
-		int max_chain_skip
+		int max_chain_skip, max_chain_iter
 		int min_cnt
 		int min_chain_score
 		float mask_level
@@ -24,8 +25,11 @@ cdef extern from "minimap.h":
 		int best_n
 		int max_join_long, max_join_short
 		int min_join_flank_sc
+		float min_join_flank_ratio
 		int a, b, q, e, q2, e2
+		int sc_ambi
 		int noncan
+		int junc_bonus
 		int zdrop, zdrop_inv
 		int end_bonus
 		int min_dp_max
@@ -34,9 +38,12 @@ cdef extern from "minimap.h":
 		float max_clip_ratio
 		int pe_ori, pe_bonus
 		float mid_occ_frac
+		int32_t min_mid_occ
 		int32_t mid_occ
 		int32_t max_occ
 		int mini_batch_size
+		int64_t max_sw_mat
+		const char *split_prefix
 
 	int mm_set_opt(char *preset, mm_idxopt_t *io, mm_mapopt_t *mo)
 	int mm_verbose
@@ -58,7 +65,8 @@ cdef extern from "minimap.h":
 		mm_idx_seq_t *seq
 		uint32_t *S
 		mm_idx_bucket_t *B
-		void *km, *h
+		void *km
+		void *h
 
 	ctypedef struct mm_idx_reader_t:
 		pass
@@ -82,6 +90,9 @@ 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)
@@ -102,6 +113,7 @@ 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

@@ -3,6 +3,8 @@ from libc.stdlib cimport free
 cimport cmappy
 import sys
 
+__version__ = '2.17'
+
 cmappy.mm_reset_timer()
 
 cdef class Alignment:
@@ -12,9 +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
@@ -24,6 +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
@@ -70,6 +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))
@@ -83,8 +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
@@ -100,7 +112,8 @@ 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):
+	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):
+		self._idx = NULL
 		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
@@ -113,17 +126,33 @@ cdef class Aligner:
 		if min_dp_score is not None: self.map_opt.min_dp_max = min_dp_score
 		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, str.encode(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:
@@ -132,36 +161,63 @@ cdef class Aligner:
 	def __bool__(self):
 		return (self._idx != NULL)
 
-	def map(self, seq, seq2=None, buf=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
+
+		if self._idx == NULL: return
+		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:
-			regs = cmappy.mm_map_aux(self._idx, _seq, NULL,  &n_regs, b._b, &self.map_opt)
+			regs = cmappy.mm_map_aux(self._idx, _seq, NULL,  &n_regs, b._b, &map_opt)
 		else:
 			_seq2 = seq2 if isinstance(seq2, bytes) else seq2.encode()
-			regs = cmappy.mm_map_aux(self._idx, _seq, _seq2, &n_regs, b._b, &self.map_opt)
+			regs = cmappy.mm_map_aux(self._idx, _seq, _seq2, &n_regs, b._b, &map_opt)
 
-		for i in range(n_regs):
-			cmappy.mm_reg2hitpy(self._idx, &regs[i], &h)
-			cigar = []
-			for k in range(h.n_cigar32):
-				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)
-			cmappy.mm_free_reg1(&regs[i])
-		free(regs)
+		try:
+			i = 0
+			while i < n_regs:
+				cmappy.mm_reg2hitpy(self._idx, &regs[i], &h)
+				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])
+				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])
+				i += 1
+		finally:
+			while i < n_regs:
+				cmappy.mm_free_reg1(&regs[i])
+				i += 1
+			free(regs)
+			free(cs_str)
 
 	def seq(self, str name, int start=0, int end=0x7fffffff):
 		cdef int l
-		cdef char *s = cmappy.mappy_fetch_seq(self._idx, name.encode(), start, end, &l)
+		cdef char *s
+		if self._idx == NULL: return
+		s = cmappy.mappy_fetch_seq(self._idx, name.encode(), start, end, &l)
 		if l == 0: return None
 		r = s[:l] if isinstance(s, str) else s[:l].decode()
 		free(s)
@@ -176,6 +232,17 @@ cdef class Aligner:
 	@property
 	def n_seq(self): return self._idx.n_seq
 
+	@property
+	def seq_names(self):
+		cdef char *p
+		if self._idx == NULL: return
+		sn = []
+		for i in range(self._idx.n_seq):
+			p = self._idx.seq[i].name
+			s = p if isinstance(p, str) else p.decode()
+			sn.append(s)
+		return sn
+
 def fastx_read(fn, read_comment=False):
 	cdef cmappy.kseq_t *ks
 	ks = cmappy.mm_fastx_open(str.encode(fn))

python/minimap2.py

@@ -1,10 +1,11 @@
 #!/usr/bin/env python
 
-import sys, getopt
+import sys
+import 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 +15,11 @@ 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 = None
+	out_cs = False
 	for opt, arg in opts:
 		if opt == '-x': preset = arg
 		elif opt == '-n': min_cnt = int(arg)
@@ -24,11 +27,12 @@ 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__":

sdust.c

@@ -70,10 +70,10 @@ void sdust_buf_destroy(sdust_buf_t *buf)
 static inline void shift_window(int t, kdq_t(int) *w, int T, int W, int *L, int *rw, int *rv, int *cw, int *cv)
 {
 	int s;
-	if (kdq_size(w) >= W - SD_WLEN + 1) { // TODO: is this right for SD_WLEN!=3?
+	if ((int)kdq_size(w) >= W - SD_WLEN + 1) { // TODO: is this right for SD_WLEN!=3?
 		s = *kdq_shift(int, w);
 		*rw -= --cw[s];
-		if (*L > kdq_size(w))
+		if (*L > (int)kdq_size(w))
 			--*L, *rv -= --cv[s];
 	}
 	kdq_push(int, w, t);
@@ -114,7 +114,7 @@ static void find_perfect(void *km, perf_intv_v *P, const kdq_t(int) *w, int T, i
 		r += c[t]++;
 		new_r = r, new_l = kdq_size(w) - i - 1;
 		if (new_r * 10 > T * new_l) {
-			for (j = 0; j < P->n && P->a[j].start >= i + start; ++j) { // find insertion position
+			for (j = 0; j < (int)P->n && P->a[j].start >= i + start; ++j) { // find insertion position
 				perf_intv_t *p = &P->a[j];
 				if (max_r == 0 || p->r * max_l > max_r * p->l)
 					max_r = p->r, max_l = p->l;
@@ -177,7 +177,7 @@ uint64_t *sdust(void *km, const uint8_t *seq, int l_seq, int T, int W, int *n)
 #ifdef _SDUST_MAIN
 #include <zlib.h>
 #include <stdio.h>
-#include "getopt.h"
+#include "ketopt.h"
 #include "kseq.h"
 KSEQ_INIT(gzFile, gzread)
 
@@ -186,16 +186,17 @@ int main(int argc, char *argv[])
 	gzFile fp;
 	kseq_t *ks;
 	int W = 64, T = 20, c;
+	ketopt_t o = KETOPT_INIT;
 
-	while ((c = getopt(argc, argv, "w:t:")) >= 0) {
-		if (c == 'w') W = atoi(optarg);
-		else if (c == 't') T = atoi(optarg);
+	while ((c = ketopt(&o, argc, argv, 1, "w:t:", 0)) >= 0) {
+		if (c == 'w') W = atoi(o.arg);
+		else if (c == 't') T = atoi(o.arg);
 	}
-	if (optind == argc) {
+	if (o.ind == argc) {
 		fprintf(stderr, "Usage: sdust [-w %d] [-t %d] <in.fa>\n", W, T);
 		return 1;
 	}
-	fp = strcmp(argv[optind], "-")? gzopen(argv[optind], "r") : gzdopen(fileno(stdin), "r");
+	fp = strcmp(argv[o.ind], "-")? gzopen(argv[o.ind], "r") : gzdopen(fileno(stdin), "r");
 	ks = kseq_init(fp);
 	while (kseq_read(ks) >= 0) {
 		uint64_t *r;

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 = '2.9',
+	version = '2.17',
 	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'], # 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 +1,84 @@
+#include <string.h>
+#include <assert.h>
+#include <stdlib.h>
+#include <stdio.h>
+#include <errno.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);
+	if ((fp = fopen(fn, "wb")) == NULL) {
+		if (mm_verbose >= 1)
+			fprintf(stderr, "[ERROR]\033[1;31m failed to write to temporary file '%s'\033[0m: %s\n", fn, strerror(errno));
+		exit(1);
+	}
+	mm_err_fwrite(&k, 4, 1, fp);
+	mm_err_fwrite(&mi->n_seq, 4, 1, fp);
+	for (i = 0; i < mi->n_seq; ++i) {
+		uint32_t l;
+		l = strlen(mi->seq[i].name);
+		mm_err_fwrite(&l, 1, 4, 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': %s\n", fn, strerror(errno));
+			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) {
+			uint32_t l;
+			mm_err_fread(&l, 1, 4, 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);
+}

test/MT-orang.fa

@@ -1,4 +1,4 @@
->MT_orang
+>MT_orang co:Z:comment
 GTTTATGTAGCTTATTCTATCCAAAGCAATGCACTGAAAATGTCTCGACGGGCCCACACG
 CCCCATAAACAAATAGGTTTGGTCCTAGCCTTTCTATTAGCTCTTAGTGAGGTTACACAT
 GCAAGCATCCCCGCCCCAGTGAGTCGCCCTCCAAGTCACTCTGACTAAGAGGAGCAAGCA

tex/minimap2.bib

@@ -61,13 +61,6 @@
 	Volume = {32},
 	Year = {2016}}
 
-@misc{Suzuki:2016,
-	title = {Fast and accurate alignment tool for PacBio and Nanopore long reads},
-	author = {Hajime Suzuki},
-	journal = {Unpublished},
-	howpublished = {\href{https://github.com/ocxtal/minialign}{https://github.com/ocxtal/minialign}},
-	year = {2016}}
-
 @misc{Ruan:2016,
 	title = {Ultra-fast de novo assembler using long noisy reads},
 	author = {Jue Ruan},
@@ -172,14 +165,6 @@
 	Volume = {29},
 	Year = {2011}}
 
-@article {Suzuki130633,
-	author = {Suzuki, Hajime and Kasahara, Masahiro},
-	title = {Acceleration Of Nucleotide Semi-Global Alignment With Adaptive Banded Dynamic Programming},
-	year = {2017},
-	note = {doi:10.1101/130633},
-	publisher = {Cold Spring Harbor Labs Journals},
-	journal = {bioRxiv}}
-
 @article{Gotoh:1982aa,
 	Author = {Gotoh, O},
 	Journal = {J Mol Biol},
@@ -337,3 +322,19 @@
 	Title = {{MUMmer4}: A fast and versatile genome alignment system},
 	Volume = {14},
 	Year = {2018}}
+
+@article{Li:2009ys,
+	Author = {Li, Heng and others},
+	Journal = {Bioinformatics},
+	Pages = {2078-9},
+	Title = {The {Sequence Alignment/Map format and SAMtools}},
+	Volume = {25},
+	Year = {2009}}
+
+@article{Suzuki:2018aa,
+	Author = {Suzuki, Hajime and Kasahara, Masahiro},
+	Journal = {BMC Bioinformatics},
+	Pages = {45},
+	Title = {Introducing difference recurrence relations for faster semi-global alignment of long sequences},
+	Volume = {19},
+	Year = {2018}}

tex/minimap2.tex

@@ -19,7 +19,7 @@
 \begin{document}
 \firstpage{1}
 
-\title[Aligning nucleotide sequences with minimap2]{Minimap2: versatile pairwise alignment for nucleotide sequences}
+\title[Aligning nucleotide sequences with minimap2]{Minimap2: pairwise alignment for nucleotide sequences}
 \author[Li]{Heng Li}
 \address{Broad Institute, 415 Main Street, Cambridge, MA 02142, USA}
 
@@ -64,7 +64,7 @@ the thought that 10kb long sequences should be easier to map than 100bp reads
 because we can more effectively skip repetitive regions, which are often the
 bottleneck of short-read alignment. We confirmed our speculation by achieving
 approximate mapping 50 times faster than BWA-MEM~\citep{Li:2016aa}.
-\citet{Suzuki130633} extended our work with a fast and novel algorithm on
+\citet{Suzuki:2018aa} extended our work with a fast and novel algorithm on
 generating base-level alignment, which in turn inspired us to develop minimap2
 with added functionality.
 
@@ -88,7 +88,9 @@ the versatility of minimap2.
 
 Minimap2 follows a typical seed-chain-align procedure as is used by most
 full-genome aligners. It collects minimizers~\citep{Roberts:2004fv} of the
-reference sequences and indexes them in a hash table. Then for each query
+reference sequences and indexes them in a hash table, with the key being the
+hash of a minimizer and the value being a list of locations of the minimizer
+copies. Then for each query
 sequence, minimap2 takes query minimizers as \emph{seeds}, finds exact matches
 (i.e. \emph{anchors}) to the reference, and identifies sets of colinear anchors as
 \emph{chains}. If base-level alignment is requested, minimap2 applies dynamic
@@ -118,9 +120,12 @@ distance between two anchors is too large); otherwise
 \begin{equation}\label{eq:chain-gap}
 \beta(j,i)=\gamma_c\big((y_i-y_j)-(x_i-x_j)\big)
 \end{equation}
-In implementation, a gap of length $l\not=0$ costs
+In implementation, a gap of length $l$ costs
 \[
-\gamma_c(l)=0.01\cdot \bar{w}\cdot|l|+0.5\log_2|l|
+\gamma_c(l)=\left\{\begin{array}{ll}
+0.01\cdot \bar{w}\cdot|l|+0.5\log_2|l| & (l\not=0) \\
+0 & (l=0)
+\end{array}\right.
 \]
 where $\bar{w}$ is the average seed length. For $N$ anchors, directly computing all $f(\cdot)$ with
 Eq.~(\ref{eq:chain}) takes $O(N^2)$ time. Although theoretically faster
@@ -164,7 +169,7 @@ empirical formula:
 \[
 {\rm mapQ}=40\cdot (1-f_2/f_1)\cdot\min\{1,m/10\}\cdot\log f_1
 \]
-where $m$ is the number of anchors on the primary chain, $f_1$ is the chaining
+where $\log$ denotes natural logarithm, $m$ is the number of anchors on the primary chain, $f_1$ is the chaining
 score, and $f_2\le f_1$ is the score of the best chain that is secondary to the
 primary chain. Intuitively, a chain is assigned to a higher mapping quality if
 it is long and its best secondary chain is weak.
@@ -253,7 +258,7 @@ performance of minimap2. Traditional SSE implementations~\citep{Farrar:2007hs}
 based on Eq.~(\ref{eq:ae86}) can achieve 16-way parallelization for short
 sequences, but only 4-way parallelization when the peak alignment score reaches
 32767. Long sequence alignment may exceed this threshold. Inspired by
-\citet{Wu:1996aa} and the following work, \citet{Suzuki130633} proposed a
+\citet{Wu:1996aa} and the following work, \citet{Suzuki:2018aa} proposed a
 difference-based formulation that lifted this limitation.
 In case of 2-piece gap cost, define
 \[
@@ -320,7 +325,7 @@ y_{rt}&=&\max\{0,y_{r-1,t}+u_{r-1,t}-z_{rt}+q\}-q-e\\
 \end{equation*}
 In this formulation, cells with the same diagonal index $r$ are independent of
 each other. This allows us to fully vectorize the computation of all cells on
-the same anti-diagonal in one inner loop. It also simplifies banded alignment,
+the same anti-diagonal in one inner loop. It also simplifies banded alignment (500bp band width by default),
 which would be difficult with striped vectorization~\citep{Farrar:2007hs}.
 
 On the condition that $q+e<\tilde{q}+\tilde{e}$ and $e>\tilde{e}$, the initial
@@ -355,7 +360,7 @@ times as fast as Parasail's 4-way vectorization~\citep{Daily:2016aa}.  Without
 banding, our implementation is slower than Edlib~\citep{Sosic:2017aa}, but with
 a 1000bp band, it is considerably faster. When performing global alignment
 between anchors, we expect the alignment to stay close to the diagonal of the
-DP matrix. Banding is applicable most of time.
+DP matrix. Banding is applicable most of the time.
 
 \subsubsection{The Z-drop heuristic}
 
@@ -478,7 +483,7 @@ both C and Python. It is distributed under the MIT license, free to both
 commercial and academic uses. Minimap2 uses the same base algorithm for all
 applications, but it has to apply different sets of parameters depending on
 input data types. Similar to BWA-MEM, minimap2 introduces `presets' that
-modify multiple parameters with a simple invokation. Detailed settings
+modify multiple parameters with a simple invocation. Detailed settings
 and command-line options can be found in the minimap2 manpage. In addition to
 the applications evaluated in the following sections, minimap2 also retains
 minimap's functionality to find overlaps between long reads and to search
@@ -570,7 +575,7 @@ Peak RAM (GByte)          & 8.9      & 14.5     & 3.2      & 29.2\vspace{1em}\\
 \% approx. introns        & 91.8\%   & 96.9\%   & 92.5\%   & 82.4\% \\
 \botrule
 \end{tabular}
-}{Mouse reads (AC:SRR5286960; R9.4 chemistry) were mapped to the primary assembly of mouse
+}{Mouse cDNA reads (AC:SRR5286960; R9.4 chemistry) were mapped to the primary assembly of mouse
 genome GRCm38 with the following tools and command options: minimap2 (`-ax
 splice'); GMAP (`-n 0 --min-intronlength 30 --cross-species'); SpAln (`-Q7 -LS
 -S3'); STARlong (according to
@@ -579,7 +584,7 @@ compared to the EnsEMBL gene annotation, release 89. A predicted intron
 is \emph{novel} if it has no overlaps with any annotated introns. An intron
 is \emph{exact} if it is identical to an annotated intron. An intron is
 \emph{approximate} if both its 5'- and 3'-end are within 10bp around the ends
-of an annotated intron.}
+of an annotated intron. Chimeric alignments are defined in the SAM spec~\citep{Li:2009ys}.}
 \end{table}
 
 We next aligned real mouse reads~\citep{Byrne:2017aa} with GMAP~(v2017-06-20;
@@ -647,9 +652,9 @@ across the whole genome and have been \emph{de novo} assembled with SMRT reads
 to high quality. This allowed us to construct an independent truth variant
 dataset~\citep{Li223297} for
 ERR1341796. In this evaluation, minimap2 has higher SNP false negative rate
-(FNR; 2.5\% of minimap2 vs 2.2\% of BWA-MEM), but fewer false positive SNPs per
-million bases (FPPM; 3.0 vs 3.9), lower 2--50bp INDEL FNR (7.3\% vs 7.5\%) and
-similar INDEL FPPM (both 1.0). Minimap2 is broadly similar to BWA-MEM in the
+(FNR; 2.6\% of minimap2 vs 2.3\% of BWA-MEM), but fewer false positive SNPs per
+million bases (FPPM; 7.0 vs 8.8), similar INDEL FNR (11.2\% vs 11.3\%) and
+similar INDEL FPPM (6.4 vs 6.5). Minimap2 is broadly comparable to BWA-MEM in the
 context of small variant calling.
 
 \subsection{Aligning long-read assemblies}
@@ -687,7 +692,7 @@ involving $>$100kb introns, which was impractically slow ten years ago.  The
 minimap2 chaining algorithm is fast and highly accurate by itself.  In fact,
 chaining alone is more accurate than all the other long-read mappers in
 Fig.~\ref{fig:eval}a (data not shown). This accuracy helps to reduce downstream
-base-level alignment of candidate chains, which is still times slower than
+base-level alignment of candidate chains, which is still several times slower than
 chaining even with the Suzuki-Kasahara improvement. In addition, taking a
 general form, minimap2 chaining can be adapted to non-typical data types such as
 spliced reads and multiple reads per fragment. This gives us the opportunity to
@@ -712,6 +717,8 @@ Schatz, P. Rescheneder and F. Sedlazeck for pointing out the limitation of
 BWA-MEM. We are also grateful to minimap2 users who have greatly helped to
 suggest features and to fix various issues.
 
+\paragraph{Funding\textcolon} NHGRI 1R01HG010040-01
+
 \bibliography{minimap2}
 
 \end{document}