Repository: brentp/goleft
Branch: master
Commit: c9e31f241285
Files: 86
Total size: 4.8 MB

Directory structure:
gitextract_3n5h5hp9/

├── .gitignore
├── .nojekyll
├── .travis.yml
├── HISTORY.md
├── LICENSE
├── README.md
├── cmd/
│   └── goleft/
│       └── goleft.go
├── cnveval/
│   ├── cmd/
│   │   └── cnveval/
│   │       └── cnveval.go
│   └── cnveval.go
├── covstats/
│   ├── README.md
│   └── covstats.go
├── dcnv/
│   ├── dcnv.go
│   ├── debiaser/
│   │   ├── debiaser.go
│   │   └── debiaser_test.go
│   └── scalers/
│       ├── scalers.go
│       └── scalers_test.go
├── depth/
│   ├── README.md
│   ├── depth.go
│   ├── functional-test.sh
│   ├── intervals.go
│   └── test/
│       ├── cmp.py
│       ├── fake.fa
│       ├── fake.fa.fai
│       ├── hg19.fa
│       ├── hg19.fa.fai
│       ├── hla.bam
│       ├── hla.bam.bai
│       ├── run.sh
│       ├── t-empty.bam
│       ├── t-empty.bam.bai
│       ├── t.bam
│       └── t.bam.bai
├── depthwed/
│   └── depthwed.go
├── docs/
│   ├── index.html
│   └── indexcov/
│       ├── ex-indexcov-depth-15.html
│       ├── ex-indexcov-depth-X.html
│       ├── ex-indexcov-depth-Y.html
│       ├── ex-indexcov-roc.html
│       ├── ex-indexcov-sex.html
│       ├── help-bin.md
│       ├── help-counts.md
│       ├── help-depth.md
│       ├── help-pca.md
│       ├── help-sex.md
│       └── index.html
├── emdepth/
│   ├── README.md
│   ├── emdepth.go
│   ├── emdepth_test.go
│   ├── mops/
│   │   ├── mops.go
│   │   └── mops_test.go
│   └── stats.go
├── go.mod
├── go.sum
├── goleft.go
├── indexcov/
│   ├── README.md
│   ├── anonymize/
│   │   ├── README.md
│   │   └── main.go
│   ├── crai/
│   │   ├── README.md
│   │   ├── crai.go
│   │   ├── crai_test.go
│   │   ├── plot-vs-with-st-depth.py
│   │   └── st-depth-to-bins.py
│   ├── functional-tests.sh
│   ├── indexcov.go
│   ├── indexcov_test.go
│   ├── paper/
│   │   ├── cmp.py
│   │   ├── cmp.sh
│   │   ├── plot-bins.py
│   │   ├── plot-eiee-15.py
│   │   ├── plot-simons-sex.py
│   │   └── scripts/
│   │       ├── cmp.py
│   │       └── cmp.sh
│   ├── plot.go
│   ├── template.go
│   ├── test-data/
│   │   ├── sample_issue_27_0001.bam
│   │   ├── sample_issue_27_0001.bam.bai
│   │   ├── viral.crai
│   │   └── viral.fa.fai
│   └── types.go
├── indexsplit/
│   ├── README.md
│   ├── functional-tests.sh
│   └── indexsplit.go
├── multidepth/
│   └── multidepth.go
└── samplename/
    ├── README.md
    ├── functional-tests.sh
    └── samplename.go

================================================
FILE CONTENTS
================================================

================================================
FILE: .gitignore
================================================
*.png
_test.cov
*.bed
*_linux64
*_osx
*_darwin
*pprof*
*.gz
indexcov/*.bam
indexcov/*.cram
indexcov/*.bai
indexcov/*.crai
ssshtest
goleft_test


================================================
FILE: .nojekyll
================================================
#


================================================
FILE: .travis.yml
================================================
language: go

os:
  - linux

go:
  - 1.16.x

before_install:
  - cd indexcov && go get ./... ; cd ..
  - cd depth && go get ./... ; cd ..
  - sudo apt-get -qq update
  - sudo apt-get install -y bedtools samtools
script:
  - cd indexcov && travis_wait 30 bash functional-tests.sh ; cd ..
  - cd depth && travis_wait 30 bash functional-test.sh ; cd ..
  - cd indexsplit && travis_wait 30 bash functional-tests.sh; cd ..
  - cd samplename && travis_wait 30 bash functional-tests.sh; cd ..


================================================
FILE: HISTORY.md
================================================
v0.2.6
======
+ covstats: fix denominator in unmapped


v0.2.4
======
+ `indexcov`: protect against empty chroms

v0.2.3
======
+ `indexcov`: fix bug in text output header.

v0.2.2
======
+ `indexcov`: better message on empty crai
+ `indexcov`: allow sending indexes as globs (to avoid argument length limit)
+ `indexcov`: if expected sex chroms are X,Y also find chrX,chrY (and use sorted order for output)

v0.2.1
======
+ `indexcov`:more defense for bad crai's
+ `indexcov`: now works on just `*.bai` if a .fai is also given with -f.

v0.2.0 
======
+ `indexcov`: better error message and handling of excluded chromosomes.
+ `indexcov`: if given crais and no fai, indexcov will try to read the cram header using `samtools view`.
+ `indexsplit`: fix rare panic in CRAI files due to an off-by-one error.

v0.1.19
=======
+ `indexcov`: fix for long reads with cram. (#43)

v0.1.18
=======
+ `indexsplit`: fix off-by-one that resulted in double-counting some regions.
+ `indexcov`: cram edge-cases.
+ `indexcov`: better normalization to 1 for all cases. Fixes bug for bams with
              many (e.g. > 10K) chromosomes of which many have very low or normalization
              coverage. (#36)

v0.1.17
=======
+ `indexcov`: dont error when no sex chromosomes are found (#27).
+ `indexcov`: dont error when some chromosomes have a single region and others have 0.
+ `indexcov`: better checking on short sex chroms and other CRAI fixes.

v0.1.16
=======
+ `indexcov`: report and plot number of mapped and unmapped reads as reported by the index.
+ `covmed`: rename to `covstats`
+ `covstats`: report samplename(s) from read groups as well as bam path.
+ `covstats`: skip first 100K reads to give better estimates of depth.
+ `covstats`: report percent of bad (QC-Fail|Duplicate) and of umapped reads.
+ `indexcov`: automatically exclude chromosomes that match pattern: `^chrEBV$|^NC|_random$|Un_|^HLA\-|_alt$|hap\d$`.
              this can be adjust from the command-line.

v0.1.15
=======
+ `indexsplit`: more closely match request number of regions.
+ `indexsplit`: allow specifying "problematic" regions which are split more finely.
+ `samplename`: **new tool** report the sample name of a bam from the read-group in its header.

v0.1.14
=======
+ `indexcov`: speed and memory improvements.
+ `indexcov`: support crai.
+ `indexcov`: prettier plot and labels for pngs.
+ `indexcov`: bin plot shows proportions rather than total numbers.
+ `indexcov`: better messages and docs for `--sex` argument.
+ `indexsplit`: new tool to generate regions for parallelization (from bam/cram indexes)

v0.1.13
=======
+ `covmed`: better coverage estimate by scaling by dup|qcfail|secondary.
+ `covmed`: report 5th and 95th percentile of insert size.
+ `indexcov`: make index.html even when no sex chromosomes are present.
+ `depth:` quote reference and chromosome name.

v0.1.12
=======
+ `indexcov`: --sex is now specified as a comma-delimited string
+ `indexcov`: handle a single sample (see #16)
+ `indexcov`: functional tests.
+ `indexcov`: add "slope" output which indicates the slope of the coverage plot between ~0.85 and ~1.15.
              this matches bins.out fairly well, but it is another metric to look at.

v0.1.11
=======
+ `indexcov`: make plots a saner size.
+ `indexcov`: output an index.html page that summarizes findings and links to other pages.
              the index contains static pngs for coverage and depth that link to the interactive
              HTML pages for each chromosome.
+ `indexcov`: remove --prefix argument in favor of -d/--directory and write the overview page index
              index.html


v0.1.10
=======

+ report correct version # (v0.1.9 reported 0.1.8 from CLI)
+ `indexcov`: bigger hit radius in plots == easier to mouse-over points
+ `indexcov`: use vOffset for better resolution of (estimated) depth.
+ `indexcov`: ~2X faster due to optimizations in biogo/hts and buffered IO.
+ `indexcov`: PCA and dosage bias plots (values also reported in .ped file).

v0.1.9
======
+ `indexcov`: fix for sparse bams and other edge-cases.
+ `indexcov`: performance improvements.
+ `indexcov`: output html with plot of coverage.
+ `indexcov`: plot and report sex inferred from coverage on allosomes.

v0.1.8
======
+ `indexcov`: output header with sample names.
+ `indexcov`: limit reported CN.

v0.1.7
======

+ fix bug in goleft depth where some lines were output multiple times.
+ add covmed subprogram to calculate median coverage, mean and sd of insert size quickly.
+ add depthwed to make a matrix file from multiple .depth files from `goleft depth`.
+ goleft depth will always output windows of the exact size requested, previously
  if 10MB was not a multiple of windowsize, we'd get smaller windows at the edge.

+ new tool: **indexcov**: very fast calculation of relative coverage using the bam index.


================================================
FILE: LICENSE
================================================
MIT License

Copyright (c) 2016 Brent Pedersen - Bioinformatics

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.


================================================
FILE: README.md
================================================
<!--
#CGO_ENABLED=0 GOARCH=amd64 go build -o goleft_linux64 --ldflags '-extldflags "-static"' cmd/goleft/goleft.go
#GOOS=darwin GOARCH=amd64 CGO_ENABLED=0 go build -o goleft_osx --ldflags '-extldflags "-static"' cmd/goleft/goleft.go
#GOOS=linux CGO_ENABLED=0 GOARCH=arm64 go build -o goleft_aarch64 --ldflags '-extldflags "-static"' cmd/goleft/goleft.go
-->
# goleft

[![Build Status](https://travis-ci.org/brentp/goleft.svg)](https://travis-ci.org/brentp/goleft)


goleft is a collection of bioinformatics tools written in
[go](https://github.com/golang/go) distributed together
as a single binary under a liberal (MIT) license.

Running the binary `goleft` will give a list of subcommands
with a short description. Running any subcommand without
arguments will give a full help for that command.

# Installation

The easiest way to install goleft is to download the latest binary from
the [releases](https://github.com/brentp/goleft/releases) and make sure to chmod +x the resulting binary.

If you are using [go](https://github.com/golang/go), you can build from source with:
```
go get -u github.com/brentp/goleft/...
go install github.com/brentp/goleft/cmd/goleft
```

`goleft` is also available in [bioconda](https://bioconda.github.io)

# Commands

+ [covstats](https://github.com/brentp/goleft/tree/master/covstats#covstats)   : estimate coverage and insert-size statistics on bams by sampling
+ [depth](https://github.com/brentp/goleft/tree/master/depth#depth)    : parallelize calls to samtools in user-defined windows
+ depthwed : matricize output from depth to n-sites * n-samples
+ [indexcov](https://github.com/brentp/goleft/tree/master/indexcov#indexcov) : quick coverage estimate using only the bam index
+ [indexsplit](https://github.com/brentp/goleft/tree/master/indexsplit#indexsplit) : generate regions of even data across a cohort (for parallelization)
+ [samplename](https://github.com/brentp/goleft/tree/master/samplename#samplename): report samplename(s) from a bam's SM tag


================================================
FILE: cmd/goleft/goleft.go
================================================
package main

import (
	"fmt"
	"io"
	"os"
	"sort"
	"strconv"

	"github.com/brentp/goleft"
	"github.com/brentp/goleft/covstats"
	"github.com/brentp/goleft/depth"
	"github.com/brentp/goleft/depthwed"
	"github.com/brentp/goleft/indexcov"
	"github.com/brentp/goleft/indexsplit"
	"github.com/brentp/goleft/samplename"
)

type progPair struct {
	help string
	main func()
}

var progs = map[string]progPair{
	"depth":      progPair{"parallelize calls to samtools in user-defined windows", depth.Main},
	"depthwed":   progPair{"matricize output from depth to n-sites * n-samples", depthwed.Main},
	"covstats":   progPair{"coverage stats across bams by sampling", covstats.Main},
	"indexcov":   progPair{"quick coverage estimate using only the bam index", indexcov.Main},
	"indexsplit": progPair{"create regions of even coverage across bams/crams", indexsplit.Main},
	"samplename": progPair{"report samplename(s) from a bam's SM tag", samplename.Main},
}

func printProgs(ret int) {

	var wtr io.Writer = os.Stdout

	fmt.Fprintf(wtr, "goleft Version: %s\n\n", goleft.Version)
	var keys []string
	l := 5
	for k := range progs {
		keys = append(keys, k)
		if len(k) > l {
			l = len(k)
		}
	}
	fmtr := "%-" + strconv.Itoa(l) + "s : %s\n"
	sort.Strings(keys)
	for _, k := range keys {
		fmt.Fprintf(wtr, fmtr, k, progs[k].help)

	}
	os.Exit(ret)

}

func main() {

	if len(os.Args) < 2 {
		printProgs(0)
	}
	var p progPair
	var ok bool
	if p, ok = progs[os.Args[1]]; !ok {
		printProgs(1)
	}
	// remove the prog name from the call
	os.Args = append(os.Args[:1], os.Args[2:]...)
	p.main()
}


================================================
FILE: cnveval/cmd/cnveval/cnveval.go
================================================
package main

import (
	"fmt"
	"io"
	"log"
	"os"
	"runtime/pprof"
	"strconv"
	"strings"

	arg "github.com/alexflint/go-arg"
	"github.com/brentp/goleft/cnveval"
	"github.com/brentp/xopen"
)

type cliargs struct {
	MinOverlap   float64 `arg:"-m,help:minimum overlap proportion for intervals to be considered as overlapping"`
	LimitSamples bool    `arg:"-s,help:only included sites in the truth-set that have matching samples in the test-set"`
	Truth        string  `arg:"positional,required,help:bed file of truth-set"`
	Test         string  `arg:"positional,required,help:bed file of test-set"`
}

func main() {

	cli := cliargs{MinOverlap: 0.4}
	if p := arg.MustParse(&cli); cli.MinOverlap > 1 || cli.MinOverlap <= 0 {
		p.Fail("minoverlap must be between 0 and 1")
	}
	tcnvs := parseTruth(cli.Test, false, nil)
	var samples map[string]bool
	if cli.LimitSamples {
		samples = make(map[string]bool)
		for _, t := range tcnvs {
			samples[t.Samples[0]] = true
		}
	}

	truths := parseTruth(cli.Truth, true, samples)
	cnvs := asCNV(tcnvs)
	f, err := os.Create("x.cpu.pprof")
	if err != nil {
		panic(err)
	}
	pprof.StartCPUProfile(f)
	defer pprof.StopCPUProfile()

	ch := cnveval.Evaluate(cnvs, truths, cli.MinOverlap)
	tabs := ch.Tabulate()
	for _, cl := range []cnveval.SC{cnveval.Small, cnveval.Medium, cnveval.Large, cnveval.Any} {
		t := tabs[cl.Order()]
		fmt.Printf("size-class: %-12s | %s\n", cl, t)
	}
}

func asCNV(ts []cnveval.Truth) []cnveval.CNV {
	cnvs := make([]cnveval.CNV, len(ts))
	for i, t := range ts {
		cnvs[i] = cnveval.CNV{Chrom: t.Chrom, Start: t.Start, End: t.End,
			CN: t.CN, Sample: t.Samples[0]}
	}
	return cnvs
}

func parseTruth(p string, cnt bool, samples map[string]bool) []cnveval.Truth {
	truths := make([]cnveval.Truth, 0, 1000)
	fh, err := xopen.Ropen(p)
	if err != nil {
		panic(err)
	}
	n := 0
	for {
		line, err := fh.ReadString('\n')
		if err == io.EOF {
			break
		}
		if err != nil {
			panic(err)
		}
		if line[0] == '#' {
			continue
		}
		t := parseLine(line)
		if samples != nil {
			found := false
			for _, s := range t.Samples {
				if _, ok := samples[s]; ok {
					found = true
					break
				}
			}
			if !found {
				continue
			}
		}
		truths = append(truths, parseLine(line))
		if cnt {
			n += len(truths[len(truths)-1].Samples)
		}
	}
	if cnt {
		log.Printf("%d total cnvs in truth-set (%d)", n, len(truths))
	} else {
		log.Printf("cnvs in test-set (%d)", len(truths))
	}
	return truths
}

func mustAtoi(s string) int {
	i, err := strconv.Atoi(s)
	if err != nil {
		panic(err)
	}
	return i
}

func parseLine(l string) cnveval.Truth {
	toks := strings.Split(strings.TrimRight(l, "\r\n"), "\t")
	if len(toks) < 5 {
		panic("expected five fields for CNVs")
	}
	return cnveval.Truth{Chrom: toks[0], Start: mustAtoi(toks[1]), End: mustAtoi(toks[2]),
		Samples: strings.Split(toks[4], ","), CN: mustAtoi(toks[3])}
}


================================================
FILE: cnveval/cnveval.go
================================================
// Package cnveval provides a way to evalute CNVs based on a truth-set.
package cnveval

import (
	"fmt"
	"math"
	"sort"
)

// CNV indicates the region, sample and copy-number of a region.
type CNV struct {
	Chrom   string
	Start   int
	End     int
	Sample  string
	CN      int
	counted bool
}

// Truth indicates the region, samples and copy-number for a truth-set.
type Truth struct {
	Chrom   string
	Start   int
	End     int
	Samples []string
	CN      int
	used    map[string]bool
}

func (t Truth) String() string {
	return fmt.Sprintf("%s:%d-%d[%d]", t.Chrom, t.Start, t.End, t.CN)
}

func (c CNV) String() string {
	return fmt.Sprintf("%s:%d-%d[%d] in %s", c.Chrom, c.Start, c.End, c.CN, c.Sample)
}

func (t Truth) equals(o Truth) bool {
	return t.Start == o.Start && t.End == o.End
}

// SC is a size-class
type SC int

var (
	// Any is used to avoid any size-class designation when reporting results.
	Any    SC
	Small  SC = 20000
	Medium SC = 100000
	Large  SC = math.MaxInt64
)

func (s SC) Order() int {
	switch s {
	case Small:
		return 0
	case Medium:
		return 1
	case Large:
		return 2
	case Any:
		return 3
	default:
		panic(fmt.Sprintf("unknown size class: %d", s))
	}
}

func (s SC) String() string {
	switch s {
	case Any:
		return "all"
	case Small:
		return fmt.Sprintf("0-%d", Small)
	case Medium:
		return fmt.Sprintf("%d-%d", Small, Medium)
	case Large:
		return fmt.Sprintf(">=%d", Medium)
	default:
		panic(fmt.Sprintf("unknown size class: %d", s))
	}
}

// TS indicates a sample and SizeClass
type TS struct {
	SizeClass SC
	Sample    string
}

type Stat struct {
	FP, FN, TP, TN int
}

func (s Stat) String() string {
	return fmt.Sprintf("precision: %.4f (%-04d / (%-04d + %-04d)) recall: %.4f (%-04d / (%-04d + %-04d))", s.Precision(), s.TP, s.TP, s.FP,
		s.Recall(), s.TP, s.TP, s.FN)
}

func (s Stat) Recall() float64 {
	return float64(s.TP) / float64(s.TP+s.FN)
}
func (s Stat) Precision() float64 {
	return float64(s.TP) / float64(s.TP+s.FP)
}

type CohortStats map[TS]*Stat

func (c CohortStats) TP(class SC) int {
	var TP int
	for cls, st := range c {
		if class != Any && cls.SizeClass != class {
			continue
		}
		TP += st.TP
	}
	return TP
}

func (c CohortStats) Tabulate() [4]Stat {
	var stats [4]Stat
	for cls, st := range c {
		stats[cls.SizeClass.Order()].TP += st.TP
		stats[cls.SizeClass.Order()].FP += st.FP
		stats[cls.SizeClass.Order()].TN += st.TN
		stats[cls.SizeClass.Order()].FN += st.FN
	}
	for _, cl := range []SC{Small, Medium, Large} {
		stats[Any.Order()].TP += stats[cl.Order()].TP
		stats[Any.Order()].FP += stats[cl.Order()].FP
		stats[Any.Order()].TN += stats[cl.Order()].TN
		stats[Any.Order()].FN += stats[cl.Order()].FN
	}
	return stats
}

func (c CohortStats) Precision(class SC) float64 {
	var TP, FP float64
	for cls, st := range c {
		if class != Any && cls.SizeClass != class {
			continue
		}
		TP += float64(st.TP)
		FP += float64(st.FP)
	}
	//log.Println("TP, FP:", TP, FP)
	return TP / (TP + FP)
}

func (c CohortStats) Recall(class SC) float64 {
	var TP, FN, FP, TN float64
	for cls, st := range c {
		if class != Any && cls.SizeClass != class {
			continue
		}
		TP += float64(st.TP)
		FN += float64(st.FN)
		FP += float64(st.FP)
		TN += float64(st.TN)
	}
	//log.Println("TP, FN, FP, TN:", TP, FN, FP, TN)
	return TP / (TP + FN)
}

func Evaluate(cnvs []CNV, truths []Truth, po float64) CohortStats {
	stat := make(map[TS]*Stat, 200)
	allSamples := make(map[string]bool)
	for _, t := range truths {
		for _, s := range t.Samples {
			allSamples[s] = true
		}
	}
	for _, c := range cnvs {
		allSamples[c.Sample] = true
	}
	sampleList := fromMap(allSamples)
	truthBySample := make(map[string][]Truth)
	truthWithoutSample := make(map[string][]Truth)
	for _, t := range truths {
		for _, s := range t.Samples {
			truthBySample[s] = append(truthBySample[s], t)
		}
		for _, s := range sampleList {
			if notin(s, t.Samples) {
				truthWithoutSample[s] = append(truthWithoutSample[s], t)
			}
		}
	}

	cnvBySample := make(map[string][]CNV)
	for _, c := range cnvs {
		cnvBySample[c.Sample] = append(cnvBySample[c.Sample], c)
	}

	for _, sample := range sampleList {
		truths, _ := truthBySample[sample]
		sort.Slice(truths, func(i, j int) bool {
			return truths[i].Chrom < truths[j].Chrom || (truths[i].Chrom == truths[j].Chrom && truths[i].Start < truths[j].Start)
		})
		cnvs, _ := cnvBySample[sample]
		sort.Slice(cnvs, func(i, j int) bool {
			return cnvs[i].Chrom < cnvs[j].Chrom || (cnvs[i].Chrom == cnvs[j].Chrom && cnvs[i].Start < cnvs[j].Start)
		})

		updatePositive(stat, truths, cnvs, po)
		others, _ := truthWithoutSample[sample]
		sort.Slice(others, func(i, j int) bool {
			return others[i].Chrom < others[j].Chrom || (others[i].Chrom == others[j].Chrom && others[i].Start < others[j].Start)
		})
		updateFP(stat, others, cnvs, truths, po)
	}

	return stat
}

func notin(a string, bs []string) bool {
	for _, b := range bs {
		if a == b {
			return false
		}
	}
	return true
}

func fromMap(samples map[string]bool) []string {
	m := make([]string, 0, len(samples))
	for k := range samples {
		m = append(m, k)
	}
	return m
}

func updateFP(stat map[TS]*Stat, others []Truth, cnvs []CNV, truths []Truth, po float64) {
	if len(cnvs) == 0 || len(others) == 0 {
		return
	}

	var i int
	// others should not include CNVs from this sample.
	for _, o := range others {
		ts := TS{Sample: cnvs[0].Sample, SizeClass: sizeClass(o)}
		val := stat[ts]
		if val == nil {
			val = &Stat{}
			stat[ts] = val
		}
		// don't need to reset i because others is sorted.
		for ; i < len(cnvs) && (cnvs[i].Chrom < o.Chrom || (cnvs[i].Chrom == o.Chrom && cnvs[i].End < o.Start)); i++ {
		}
		if i > 0 {
			i--
		}
		tpfound := false
		fpfound := false
		found := false
		// TODO: flip this cnvs loop with the others loop above because we need to have a value for every cnv.
		for k, cnv := range cnvs[i:] {
			if cnv.Chrom > o.Chrom || (o.Chrom == cnv.Chrom && cnv.Start > o.End) {
				break
			}
			if poverlap(cnv, o) >= po && sameCN(cnv.CN, o.CN) {
				fpfound = true
				// we have a putative FP, but need to check if there's something else in the truth something
				// that also fits this criteria to avoid incorrectly calling an FP.
				for _, t := range truths {
					if t.Chrom != cnv.Chrom {
						continue
					}
					if poverlap(cnv, t) >= po && sameCN(cnv.CN, t.CN) {
						tpfound = true
						break
					}

				}
			}
			// if here, then cnv didn't overlap something in the truth set.
			if fpfound && !tpfound {
				val.FP++
				found = true
				cnvs[i+k].counted = true
			}
		}
		if !(found || tpfound) {
			val.TN++
		}
	}
}

// given a set of truths and cnvs from a sample, update the FPs.
// truths and cnvs are sorted by chrom, then by start
func updatePositive(stat map[TS]*Stat, truths []Truth, cnvs []CNV, po float64) {
	if len(cnvs) == 0 {
		return
	}
	var i int
	for _, t := range truths {
		ts := TS{Sample: cnvs[0].Sample, SizeClass: sizeClass(t)}
		found := false
		val := stat[ts]
		if val == nil {
			val = &Stat{}
			stat[ts] = val
		}
		// since truths are sorted as well, we don't need to reset i.
		for ; i < len(cnvs) && (cnvs[i].Chrom < t.Chrom || (cnvs[i].Chrom == t.Chrom && cnvs[i].End < t.Start)); i++ {
		}
		if i > 0 {
			i--
		}
		for k, cnv := range cnvs[i:] {
			if cnv.Chrom > t.Chrom || (t.Chrom == cnv.Chrom && cnv.Start > t.End) {
				break
			}
			if poverlap(cnv, t) >= po && sameCN(cnv.CN, t.CN) {
				// used map make sure we don't double count cnvs from the sameCN
				// sample that are subsets of the full truth interval.
				if _, ok := t.used[cnv.Sample]; !ok {
					val.TP++
					cnvs[i+k].counted = true
					found = true
					if t.used == nil {
						t.used = make(map[string]bool)
					}
					t.used[cnv.Sample] = true
				}
			}
		}
		if !found {
			val.FN++
		}
	}
	for _, cnv := range cnvs {
		if !cnv.counted {
			ts := TS{Sample: cnv.Sample, SizeClass: sizeClass(Truth{Start: cnv.Start, End: cnv.End})}
			val := stat[ts]
			if val == nil {
				val = &Stat{}
				stat[ts] = val
			}
			val.FP++
		}
	}
}

func sizeClass(t Truth) SC {
	l := t.End - t.Start
	if l < int(Small) {
		return Small
	}
	if l < int(Medium) {
		return Medium
	}
	return Large
}

func sameCN(a, b int) bool {
	if a > 2 {
		a = 3
	}
	if b > 2 {
		b = 3
	}
	return a == b
}

func imin(a, b int) int {
	if a < b {
		return a
	}
	return b
}

func imax(a, b int) int {
	if a > b {
		return a
	}
	return b
}

func poverlap(a CNV, b Truth) float64 {
	if a.Chrom != b.Chrom {
		return 0
	}
	total := math.Min(float64(a.End-a.Start), float64(b.End-b.Start))
	//total := float64(b.End - b.Start)
	ovl := imin(a.End, b.End) - imax(a.Start, b.Start)
	if ovl < 0 {
		return 0
	}
	return float64(ovl) / total
}


================================================
FILE: covstats/README.md
================================================
## covstats

get estimates for coverage, instert size, duplicate, from a bam file by sampling read-length and looking at the index.


================================================
FILE: covstats/covstats.go
================================================
package covstats

import (
	"fmt"
	"io"
	"log"
	"math"
	"os"
	"sort"
	"strconv"
	"strings"

	arg "github.com/alexflint/go-arg"
	"github.com/biogo/hts/bam"
	"github.com/biogo/hts/sam"
	"github.com/brentp/goleft/samplename"
	"github.com/brentp/smoove/shared"
	"github.com/brentp/xopen"
)

var cli = struct {
	N       int      `arg:"-n,help:number of reads to sample for length"`
	Regions string   `arg:"-r,help:optional bed file to specify target regions"`
	Fasta   string   `arg:"-f,help:fasta file. required for cram format"`
	Bams    []string `arg:"positional,required,help:bams/crams for which to estimate coverage"`
}{N: 1000000}

func pcheck(e error) {
	if e != nil {
		panic(e)
	}
}

const N_MADS = 10

func readCoverage(path string) int {
	fh, err := xopen.Ropen(path)
	pcheck(err)
	cov := 0
	for {
		line, err := fh.ReadString('\n')

		if err == io.EOF {
			break
		}
		line = strings.TrimSuffix(line, "\n")
		toks := strings.SplitN(line, "\t", 5)
		s, err := strconv.Atoi(toks[1])
		pcheck(err)
		e, err := strconv.Atoi(toks[2])
		pcheck(err)
		cov += e - s
	}
	return cov
}

func madFilter(arr []int, nmads int) []int {
	if !sort.IntsAreSorted(arr) {
		sort.Ints(arr)
	}
	med := arr[len(arr)/2]
	upper_mads := make([]int, 0, len(arr))
	for _, a := range arr[len(arr)/2+1:] {
		upper_mads = append(upper_mads, a-med)
	}
	sort.Ints(upper_mads)
	umad := upper_mads[len(upper_mads)/2]
	upper := med + nmads*umad
	var i, a int
	for i, a = range arr {
		if a > upper {
			break
		}
	}
	return arr[:i]
}

func meanStd(arr []int) (mean, std float64) {
	// first remove things that are more than 10 mads above the median.

	l := float64(len(arr))
	for _, a := range arr {
		mean += float64(a) / l
	}
	for _, a := range arr {
		std += math.Pow(float64(a)-mean, 2) / l
	}
	return mean, math.Sqrt(std)
}

// Stats hold info about a bam returned from `BamStats`
type Stats struct {
	InsertMean float64
	InsertSD   float64
	// 5th percentile of insert size
	InsertPct5 int
	// 95th percentile of insert size
	InsertPct95      int
	TemplateMean     float64
	TemplateSD       float64
	ReadLengthMean   float64
	ReadLengthMedian float64
	// ProportionBad is the proportion of reads that were Dup|QCFail
	ProportionBad            float64
	ProportionUnmapped       float64
	ProportionProperlyPaired float64
	ProportionDuplicate      float64

	MaxReadLength int

	H []float64
}

func (s Stats) String() string {
	return fmt.Sprintf("%.2f\t%.2f\t%d\t%d\t%.2f\t%.2f", s.InsertMean, s.InsertSD, s.InsertPct5, s.InsertPct95, s.TemplateMean, s.TemplateSD)
}

// number of reads to skip to avoid crap at start of chrom
const skipReads = 100000

// BamStats takes bam reader sample N well-behaved sites and return the coverage and insert-size info
func BamStats(br *bam.Reader, n int, skipReads int) Stats {
	br.Omit(bam.AllVariableLengthData)
	sizes := make([]int, 0, 2*n)
	insertSizes := make([]int, 0, n)
	templateLengths := make([]int, 0, n)
	var nBad, nUnmapped int
	for i := 0; i < skipReads; i++ {
		_, err := br.Read()
		if err == io.EOF {
			log.Println("covmed: not enough reads to sample for bam stats")
			break
		}
	}
	s := Stats{}
	var k int

	for len(insertSizes) < n {
		rec, err := br.Read()
		if err == io.EOF {
			break
		}
		pcheck(err)
		if rec.Flags&sam.Unmapped != 0 {
			nUnmapped++
			continue
		}
		k++
		if rec.Flags&(sam.Duplicate|sam.QCFail) != 0 {
			if rec.Flags&sam.Duplicate != 0 {
				s.ProportionDuplicate++
			}
			nBad++
			continue
		}
		if rec.Flags&sam.ProperPair != 0 {
			s.ProportionProperlyPaired++
		}
		if len(sizes) < 2*n {
			_, read := rec.Cigar.Lengths()
			sizes = append(sizes, read)
		} else {
			// single end reads have no pairs so we have to skip.
			if len(insertSizes) == 0 {
				break
			}
		}

		if rec.Pos < rec.MatePos && rec.Flags&sam.ProperPair == sam.ProperPair && len(rec.Cigar) == 1 && rec.Cigar[0].Type() == sam.CigarMatch {
			insertSizes = append(insertSizes, rec.MatePos-rec.End())
			templateLengths = append(templateLengths, rec.TempLen)
		}
	}

	sort.Ints(sizes)

	if len(sizes) > 0 {
		s.ProportionBad = float64(nBad) / float64(k+nUnmapped)
		s.ProportionDuplicate = s.ProportionDuplicate / float64(k+nUnmapped)
		s.ProportionProperlyPaired = s.ProportionProperlyPaired / float64(k+nUnmapped)
		s.ProportionUnmapped = float64(nUnmapped) / float64(k+nUnmapped)
		s.ReadLengthMedian = float64(sizes[(len(sizes)-1)/2]) - 1
		s.ReadLengthMean, _ = meanStd(sizes)
		sort.Ints(sizes)
		s.MaxReadLength = sizes[len(sizes)-1]
	}

	if len(insertSizes) > 0 {

		sort.Ints(insertSizes)
		l := float64(len(insertSizes) - 1)
		s.InsertPct5 = insertSizes[int(0.05*l+0.5)]
		s.InsertPct95 = insertSizes[int(0.95*l+0.5)]

		insertSizes = madFilter(insertSizes, N_MADS)
		s.InsertMean, s.InsertSD = meanStd(insertSizes)

		templateLengths = madFilter(templateLengths, N_MADS)
		s.TemplateMean, s.TemplateSD = meanStd(templateLengths)

		// taken from lumpy/scripts/pairend_distro.py
		start := float64(s.MaxReadLength)
		stop := float64(s.TemplateMean + s.TemplateSD*4)
		s.H = make([]float64, int(stop-start+1))
		cnt := float64(0)
		for _, t := range templateLengths {
			x := float64(t)
			if x < start || x > stop {
				continue
			}
			j := int(x - start)
			s.H[j] += 1
			cnt += 1
		}
		for i := range s.H {
			s.H[i] /= cnt
		}
	}
	return s
}

// Main is called from the dispatcher
func Main() {
	fmt.Fprintln(os.Stdout, "coverage\tinsert_mean\tinsert_sd\tinsert_5th\tinsert_95th\ttemplate_mean\ttemplate_sd\tpct_unmapped\tpct_bad_reads\tpct_duplicate\tpct_proper_pair\tread_length\tbam\tsample")

	arg.MustParse(&cli)
	for _, bamPath := range cli.Bams {

		brdr, err := shared.NewReader(bamPath, 2, cli.Fasta)
		pcheck(err)

		names := strings.Join(samplename.Names(brdr.Header()), ",")
		if names == "" {
			names = "<no-read-groups>"
		}

		var idx *bam.Index

		if strings.HasSuffix(bamPath, ".bam") {

			ifh, ierr := os.Open(bamPath + ".bai")
			if ierr != nil {
				// if .bam.bai didn't exist, check .bai
				ifh, err = os.Open(bamPath[:len(bamPath)-4] + ".bai")
			}
			pcheck(err)

			idx, err = bam.ReadIndex(ifh)
			pcheck(err)
		}

		genomeBases := 0
		mapped := uint64(0)
		sizes := BamStats(brdr, cli.N, skipReads)
		var notFound []string
		for _, ref := range brdr.Header().Refs() {
			genomeBases += ref.Len()
			if idx != nil {
				stats, ok := idx.ReferenceStats(ref.ID())
				if !ok {
					if !strings.Contains(ref.Name(), "random") && ref.Len() > 10000 {
						notFound = append(notFound, ref.Name())
					}
					continue
				}
				mapped += stats.Mapped
			}
		}
		if len(notFound) > 0 {
			fmt.Fprintf(os.Stderr, "chromosomes: %s not found in %s\n", strings.Join(notFound, ","), bamPath)
		}
		if cli.Regions != "" {
			genomeBases = readCoverage(cli.Regions)
		}

		// TODO: check that reads are from coverage regions.
		coverage := (1 - sizes.ProportionBad) * float64(mapped) * sizes.ReadLengthMean / float64(genomeBases)

		fmt.Fprintf(os.Stdout, "%.2f\t%s\t%.2f\t%.1f\t%.1f\t%.1f\t%d\t%s\t%s\n", coverage, sizes.String(), 100*sizes.ProportionUnmapped,
			100*sizes.ProportionBad,
			100*sizes.ProportionDuplicate,
			100*sizes.ProportionProperlyPaired,
			sizes.MaxReadLength, bamPath, names)
	}
}


================================================
FILE: dcnv/dcnv.go
================================================
package main

import (
	"fmt"
	"html/template"
	"io"
	"math"
	"math/rand"
	"os"
	"strconv"
	"strings"

	"gonum.org/v1/gonum/floats"
	"gonum.org/v1/gonum/mat"

	"github.com/brentp/faidx"
	chartjs "github.com/brentp/go-chartjs"
	"github.com/brentp/go-chartjs/types"
	"github.com/brentp/goleft/dcnv/debiaser"
	"github.com/brentp/xopen"
	"go4.org/sort"
)

// Intervals is the wrapper for a slice of intervals.
type Intervals struct {
	Chrom string
	// 0-based starts
	Starts []uint32
	// 1-based ends
	GCs           []float64
	SeqComplexity []float64
	Ends          []uint32

	// shape is n-sites * n-samples
	Depths  *mat.Dense
	_depths []float64

	GCB *GcBounds

	sampleMedians []float64
	sampleScalars []float64
	Samples       []string
}

func (ivs Intervals) NSamples() int {
	_, c := ivs.Depths.Dims()
	return c
}

func mustAtoi(a string) uint32 {
	v, err := strconv.Atoi(a)
	if err != nil {
		panic(err)
	}
	return uint32(v)
}

func mustAtof(a string) float64 {
	v, err := strconv.ParseFloat(a, 64)
	if err != nil {
		panic(err)
	}
	return v
}

func imin(a, b int) int {
	if a < b {
		return a
	}
	return b
}

type GcBounds struct {
	Min float64
	Max float64
}

func (ivs *Intervals) addFromLine(l string, fa *faidx.Faidx, fp *faidx.FaPos) {
	toks := strings.Split(l, "\t")
	toks[len(toks)-1] = strings.TrimSpace(toks[len(toks)-1])
	// subtract $n bases since GC before will afffect reads here.
	s, e := mustAtoi(toks[1]), mustAtoi(toks[2])
	if s < 250 {
		s = 250
	}
	st, err := fa.Stats(toks[0], int(s-250), int(e))
	if err != nil {
		fmt.Fprintln(os.Stderr, err)
	}

	if ivs.GCB != nil && (st.GC > ivs.GCB.Max || st.GC < ivs.GCB.Min) {
		return
	}

	ivs.Starts = append(ivs.Starts, s)
	ivs.Ends = append(ivs.Ends, e)

	for c := 3; c < len(toks); c++ {
		d := mustAtof(toks[c])
		//d /= float64(iv.End - iv.Start)
		ivs._depths = append(ivs._depths, d)
	}

	ivs.GCs = append(ivs.GCs, st.GC)
}

// SampleMedians gets the Median log2 values for each sample.
func (ivs *Intervals) SampleMedians() []float64 {
	r, _ := ivs.Depths.Dims()
	depths := make([]float64, r)

	ivs.sampleMedians = make([]float64, ivs.NSamples())
	for sampleI := 0; sampleI < ivs.NSamples(); sampleI++ {
		// sorting the extracted array is much faster.
		mat.Col(depths, sampleI, ivs.Depths)
		// lop off the lower depths (for exome).
		// and then normalized on the median above that lower bound.
		sort.Slice(depths, func(i, j int) bool { return depths[i] < depths[j] })
		var k int
		for k = 0; k < len(depths) && depths[k] == 0; k++ {
		}
		ivs.sampleMedians[sampleI] = depths[k:][int(0.65*float64(len(depths)-k))]
	}
	return ivs.sampleMedians
}

// NormalizeBySampleMedian divides each depth by the sample median.
func (ivs *Intervals) NormalizeBySampleMedian() {
	meds := ivs.SampleMedians()
	r, _ := ivs.Depths.Dims()
	mat := ivs.Depths
	for i := 0; i < r; i++ {
		row := mat.RawRowView(i)
		floats.Div(row, meds)
	}
}

func median(b []float64) float64 {
	a := make([]float64, len(b))
	copy(a, b)

	sort.Slice(a, func(i, j int) bool { return a[i] < a[j] })
	if len(a)%2 == 0 {
		am := a[len(a)/2]
		bm := a[len(a)/2+1]
		return (am + bm) / 2
	}
	return a[len(a)/2]
}

type MatFn func(*mat.Dense)

func (ivs *Intervals) ReadRegions(path string, fasta string) {
	fai, err := faidx.New(fasta)
	if err != nil {
		panic(err)
	}
	fp := &faidx.FaPos{}

	rdr, err := xopen.Ropen(path)
	if err != nil {
		panic(err)
	}
	i := 0
	for {
		line, err := rdr.ReadString('\n')
		if err == io.EOF {
			break
		}
		if err != nil {
			panic(err)
		}
		if i == 0 && (line[0] == '#' || strings.HasPrefix(line, "chrom")) {
			ivs.Samples = strings.Split(strings.TrimSpace(line), "\t")[3:]
			continue
		}
		if i == 0 || i == 1 {
			ivs.Chrom = string(line[:strings.Index(line, "\t")])
			fp.Chrom = ivs.Chrom
		}
		i++
		ivs.addFromLine(line, fai, fp)
	}
	ns := len(ivs.Samples)
	ivs.Depths = mat.NewDense(len(ivs._depths)/ns, ns, ivs._depths)
}

func (ivs *Intervals) Write(n int) {
	meds := ivs.SampleMedians()
	r, c := ivs.Depths.Dims()
	lmeds := make([]float64, c)
	for i, v := range meds {
		lmeds[i] = math.Log2(v)
	}
	_s := make([]string, ivs.NSamples())
	formatIV := func(depths []float64) string {
		for k := 0; k < len(_s); k++ {
			_s[k] = fmt.Sprintf("%.1f", depths[k])
		}
		return strings.Join(_s, "\t")
	}
	for i := 0; i < r; i++ {
		if i == n {
			break
		}
		fmt.Printf("%s:%d-%d\t%s\n", ivs.Chrom, ivs.Starts[i], ivs.Ends[i], formatIV(ivs.Depths.RawRowView(i)))
	}
}

func Pipeliner(mat *mat.Dense, fns ...MatFn) {
	for _, fn := range fns {
		fn(mat)
	}
}

// truncate depth values above this to cnMax
const cnMax = 2.5

type vs struct {
	xs []float64
	ys []float64
}

func (v *vs) Xs() []float64 {
	return v.xs
}

func (v *vs) Ys() []float64 {
	return v.ys
}

func (v *vs) Rs() []float64 {
	return nil
}

func (v *vs) Len() int {
	return len(v.xs)
}

// make it meet gonum/plot plotter.XYer

func (v *vs) XY(i int) (x, y float64) {
	return v.xs[i], v.ys[i]
}

func asValues(vals []float64, multiplier float64) chartjs.Values {

	// skip until we find non-zero.
	v := vs{xs: make([]float64, 0, len(vals)), ys: make([]float64, 0, len(vals))}
	seenNonZero := false
	for i, r := range vals {
		if r == 0 && !seenNonZero {
			continue
		}
		seenNonZero = true
		v.xs = append(v.xs, float64(i)*multiplier)
		if r > cnMax {
			r = cnMax
		}
		v.ys = append(v.ys, float64(r))
	}
	return &v
}

func randomColor(s int) *types.RGBA {
	rand.Seed(int64(s))
	return &types.RGBA{
		R: uint8(26 + rand.Intn(230)),
		G: uint8(26 + rand.Intn(230)),
		B: uint8(26 + rand.Intn(230)),
		A: 240}
}

func plotDepths(depths *mat.Dense, samples []string, chrom string, base string) error {
	chart := chartjs.Chart{Label: chrom}
	xa, err := chart.AddXAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Bottom, ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "position on " + chrom, Display: chartjs.True}})
	if err != nil {
		return err
	}
	ya, err := chart.AddYAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Left,
		Tick:       &chartjs.Tick{Min: 0, Max: 2.5},
		ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "scaled coverage", Display: chartjs.True}})
	if err != nil {
		return err
	}

	w := 0.4
	r, nsamples := depths.Dims()
	if nsamples > 30 {
		w = 0.3
	}
	if nsamples > 50 {
		w = 0.2
	}
	depth := make([]float64, r)
	for i := 0; i < nsamples; i++ {
		mat.Col(depth, i, depths)
		xys := asValues(depth, 16384)
		//log.Println(chrom, samples[i], len(xys.Xs()))
		c := randomColor(i)
		dataset := chartjs.Dataset{Data: xys, Label: samples[i], Fill: chartjs.False, PointRadius: 0, BorderWidth: w,
			BorderColor: c, BackgroundColor: c, SteppedLine: chartjs.True, PointHitRadius: 6}
		dataset.XAxisID = xa
		dataset.YAxisID = ya
		chart.AddDataset(dataset)
	}
	chart.Options.Responsive = chartjs.False
	chart.Options.Tooltip = &chartjs.Tooltip{Mode: "nearest"}
	wtr, err := os.Create(fmt.Sprintf("%s-depth-%s.html", base, chrom))
	if err != nil {
		return err
	}
	link := template.HTML(`<a href="index.html">back to index</a>`)
	if err := chart.SaveHTML(wtr, map[string]interface{}{"width": 850, "height": 550, "customHTML": link}); err != nil {
		return err
	}
	if err := wtr.Close(); err != nil {
		return err
	}
	return nil
}

func main() {

	bed := os.Args[1]
	fasta := os.Args[2]
	ivs := &Intervals{}

	ivs.ReadRegions(bed, fasta)

	db := debiaser.GeneralDebiaser{}
	db.Window = 9
	db.Vals = make([]float64, len(ivs.GCs))
	copy(db.Vals, ivs.GCs)
	Pipeliner(ivs.Depths, db.Sort, db.Debias, db.Unsort)

	ivs.NormalizeBySampleMedian()

	nsites, nsamples := ivs.Depths.Dims()
	dps := make([]string, nsamples)
	fdp, err := os.Create("depth.bed")
	if err != nil {
		panic(err)
	}
	plotDepths(ivs.Depths, ivs.Samples, ivs.Chrom, "dd")
	fmt.Fprintf(fdp, "#chrom\tstart\tend\t%s\n", strings.Join(ivs.Samples, "\t"))
	for i := 0; i < nsites; i++ {
		iv := ivs.Depths.RawRowView(i)
		for si := range dps {
			dps[si] = fmt.Sprintf("%.2f", iv[si])
		}
		fmt.Fprintf(fdp, "%s\t%d\t%d\t%s\n", ivs.Chrom, ivs.Starts[i], ivs.Ends[i], strings.Join(dps, "\t"))
	}
}


================================================
FILE: dcnv/debiaser/debiaser.go
================================================
package debiaser

import (
	"fmt"
	"log"
	"math"
	"sort"

	"gonum.org/v1/gonum/floats"
	"gonum.org/v1/gonum/mat"

	"github.com/JaderDias/movingmedian"
)

// Debiaser implements inplace removal of bias from a mat64 of (scaled) values.
type Debiaser interface {
	Debias(*mat.Dense)
}

// Sorter provides method to sort and then unsort a mat64
type Sorter interface {
	Sort(*mat.Dense)
	Unsort(*mat.Dense)
}

// SortedDebiaser is useful when we need to: sort, then unbias based on that sort order, then unsort.
// An example of this is for GC bias.
type SortedDebiaser interface {
	Sorter
	Debiaser
}

// GeneralDebiaser is an implementation of a SortedDebiaser that can be used simply by setting attributes.int
// Window is the size of the moving window for correction.
// Usage is to Call GeneralDebiaser.Sort() then Debias(), then Unsort(). Presumbly, Those calls will be flanked
// by a scaler call such as to scaler.ZScore.
type GeneralDebiaser struct {
	Vals   []float64
	Window int
	inds   []int
	tmp    *mat.Dense
}

func (g *GeneralDebiaser) setTmp(r, c int) {
	if g.tmp == nil {
		g.tmp = mat.NewDense(r, c, nil)
	} else {
		gr, gc := g.tmp.Dims()
		if gr != r || gc != c {
			g.tmp = mat.NewDense(r, c, nil)
		}
	}
}

// Sort sorts the rows in mat according the order in g.Vals.
func (g *GeneralDebiaser) Sort(mat *mat.Dense) {
	if g.inds == nil {
		g.inds = make([]int, len(g.Vals))
	}
	floats.Argsort(g.Vals, g.inds)
	r, c := mat.Dims()
	g.setTmp(r, c)

	changed := false
	for ai, bi := range g.inds {
		if ai != bi {
			changed = true
		}
		g.tmp.SetRow(ai, mat.RawRowView(bi))
	}
	if !changed {
		log.Println("WARNING: no change after sorting. This usually means .Vals is unset or same as previous run")
	}
	// copy g.tmp into mat
	mat.Copy(g.tmp)
}

// Unsort reverts the values to be position sorted.
func (g *GeneralDebiaser) Unsort(mat *mat.Dense) {
	if g.inds == nil {
		panic("unsort: must call sort first")
	}
	r, c := mat.Dims()
	g.setTmp(r, c)
	// copy mat into g.tmp
	g.tmp.Copy(mat)
	tmp := make([]float64, len(g.Vals))
	for ai, bi := range g.inds {
		mat.SetRow(bi, g.tmp.RawRowView(ai))
		tmp[bi] = g.Vals[ai]
	}
	g.Vals = tmp
}

// Debias by subtracting moving median in each sample.
// It's assumed that g.Sort() has been called before this and that g.Unsort() will be called after.
// It's also assumed that the values in mat have been scaled, for example by a `scaler.ZScore`.
func (g *GeneralDebiaser) Debias(imat *mat.Dense) {
	r, c := imat.Dims()
	col := make([]float64, r)
	for sampleI := 0; sampleI < c; sampleI++ {
		mat.Col(col, sampleI, imat)

		mm := movingmedian.NewMovingMedian(g.Window)
		mid := (g.Window-1)/2 + 1
		for i := 0; i < mid; i++ {
			mm.Push(col[i])
		}
		for i := 0; i < mid; i++ {
			col[i] /= math.Max(mm.Median(), 1)
		}

		var i int
		for i = mid; i < len(col)-mid; i++ {
			mm.Push(col[i+mid])
			col[i] /= math.Max(mm.Median(), 1)
		}
		for ; i < len(col); i++ {
			col[i] /= math.Max(mm.Median(), 1)
		}
		imat.SetCol(sampleI, col)
	}
}

type ChunkDebiaser struct {
	GeneralDebiaser
	// ScoreWindow defines the range of Vals used per window.
	// E.g. if this is 0.1 then all values from 0.25-0.35 will be normalized to the median of
	// Depths occuring in that range.
	ScoreWindow float64
}

func (cd *ChunkDebiaser) Debias(imat *mat.Dense) {
	if cd.ScoreWindow == 0 {
		panic("must set ChunkDebiaser.ScoreWindow")
	}
	r, c := imat.Dims()
	col := make([]float64, r)

	slices := make([]int, 1, 100)
	v0 := cd.Vals[0]
	for i := 0; i < len(cd.Vals); i++ {
		if cd.Vals[i]-v0 > cd.ScoreWindow {
			v0 = cd.Vals[i]
			slices = append(slices, i)
		}
	}
	slices = append(slices, len(cd.Vals))
	dpSubset := make([]float64, 0, len(cd.Vals))

	for sampleI := 0; sampleI < c; sampleI++ {
		mat.Col(col, sampleI, imat)
		for i := 1; i < len(slices); i++ {
			si, ei := slices[i-1], slices[i]
			dpSubset = dpSubset[:(ei - si)]
			copy(dpSubset, col[si:ei])
			sort.Float64s(dpSubset)
			var k int
			for ; k < len(dpSubset) && dpSubset[k] == 0; k++ {
			}
			median := dpSubset[(ei-si-k)/2]

			if median > 0 {
				for j := si; j < ei; j++ {
					col[j] /= median
				}
			}
		}
		imat.SetCol(sampleI, col)
	}
}

type SVD struct {
	MinVariancePct float64
}

func (isvd *SVD) Debias(imat *mat.Dense) {
	var svd mat.SVD
	if ok := svd.Factorize(imat, mat.SVDThin); !ok {
		panic("error with SVD")
	}

	// get svd and zero out first n components.
	s, u, v := extractSVD(&svd)
	sum := floats.Sum(s)
	str := "variance:"

	var n int
	for n = 0; n < 15 && 100*s[n]/sum > isvd.MinVariancePct; n++ {
		str += fmt.Sprintf(" %.2f", 100*s[n]/sum)
	}
	log.Println(str)

	sigma := mat.NewDense(len(s), len(s), nil)
	// leave the first n as 0 and set the rest.
	for i := n; i < len(s); i++ {
		sigma.Set(i, i, s[i])
	}
	imat.Product(u, sigma, v.T())
}

func extractSVD(svd *mat.SVD) (s []float64, u, v *mat.Dense) {
	var um *mat.Dense
	var vm *mat.Dense
	svd.UTo(um)
	svd.VTo(vm)
	s = svd.Values(nil)
	return s, um, vm
}


================================================
FILE: dcnv/debiaser/debiaser_test.go
================================================
package debiaser_test

import (
	"fmt"
	"math/rand"
	"reflect"
	"testing"

	"gonum.org/v1/gonum/mat"

	"github.com/brentp/goleft/dcnv/debiaser"
	"github.com/brentp/goleft/dcnv/scalers"
)

func fillMatrix(mat *mat.Dense) {
	r, c := imat.Dims()
	for i := 0; i < r; i++ {
		for j := 0; j < c; j++ {
			imat.Set(i, j, 100+float64(i)*100+10*float64(j)+float64(j)/10+10*rand.Float64())
		}
	}
}

func printMatrix(imat *mat.Dense) {
	r, c := imat.Dims()
	for i := 0; i < r; i++ {
		fmt.Printf("[")
		row := imat.RawRowView(i)
		for j := 0; j < c; j++ {
			if j < c-1 {
				fmt.Printf("%.2f, ", row[j])
			} else {
				fmt.Printf("%.2f", row[j])
			}
		}
		fmt.Printf("]\n")
	}
}

func TestGeneralDebiasSort(t *testing.T) {

	g := debiaser.GeneralDebiaser{Vals: []float64{0, 1, 2, 3, 10, 9, 8, 6}}

	imat := mat.NewDense(len(g.Vals), 4, nil)
	cpy := mat.NewDense(len(g.Vals), 4, nil)
	fillMatrix(imat)
	cpy.Copy(imat)

	g.Sort(imat)
	/*
		for i := 0; i < r; i++ {
			fmt.Printf("%v\n", mat.RawRowView(i))
		}
	*/

	/*
		if !reflect.DeepEqual(g.Posns, []uint32{0, 1, 2, 3, 7, 6, 5, 4}) {
			t.Fatalf("got %s", g.Posns)
		}
	*/
	if !reflect.DeepEqual(g.Vals, []float64{0, 1, 2, 3, 6, 8, 9, 10}) {
		t.Fatalf("got %s", g.Vals)
	}
	if reflect.DeepEqual(cpy, mat) {
		t.Fatalf("expected different matrix after sort")
	}

	g.Unsort(imat)
	/*
		if !reflect.DeepEqual(g.Posns, []uint32{0, 1, 2, 3, 4, 5, 6, 7}) {
			t.Fatalf("got %s", g.Posns)
		}
	*/
	if !reflect.DeepEqual(g.Vals, []float64{0, 1, 2, 3, 10, 9, 8, 6}) {
		t.Fatalf("got %s", g.Vals)
	}
	/*
		fmt.Println("\nafter unsort")
		for i := 0; i < r; i++ {
			fmt.Printf("%v -- %v\n", mat.RawRowView(i), cpy.RawRowView(i))
		}
	*/
	if !reflect.DeepEqual(cpy, imat) {
		t.Fatalf("expected indentical matrix after unsort")
	}

}

func TestGeneralDebias(t *testing.T) {
	g := debiaser.GeneralDebiaser{Vals: []float64{0, 1, 2, 3, 10, 9, 8, 6, 5, 4, 3, 2, 1, 0.5},
		Window: 1,
		//Posns:  []uint32{0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14},
	}
	imat := mat.NewDense(len(g.Vals), 7, nil)
	fillMatrix(imat)
	var zscore scalers.ZScore
	zscore.Scale(imat)
	zscore.UnScale(imat)
	// check z-scaling
	//fmt.Println("after")
	//printMatrix(mat)
	zscore.Scale(imat)
	g.Sort(imat)
	g.Debias(imat)
	zscore.UnScale(imat)
	//fmt.Println("after")
	//printMatrix(mat)
	/*
		if reflect.DeepEqual(g.Posns, []uint32{0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14}) {
			t.Fatal("expected unsorted posns")
		}
	*/

	g.Unsort(imat)
	/*
		if !reflect.DeepEqual(g.Posns, []uint32{0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14}) {
			t.Fatal("expected sorted posns")
		}
	*/

}


================================================
FILE: dcnv/scalers/scalers.go
================================================
// Package scalers holds the interface for scaling depths to standardized scores.
package scalers

import (
	"math"
	"sort"

	"gonum.org/v1/gonum/mat"
	"gonum.org/v1/gonum/stat"
)

// Scaler allows transformation and back of the depths.
// As an example, see the `ZScore` struct. Usually, these
// will be 0-centered
type Scaler interface {
	// Scale Converts from AdjustedDepth to a scaled value
	Scale(*mat.Dense)
	UnScale(*mat.Dense)
}

var _ Scaler = &ZScore{}
var _ Scaler = &Log2{}

// ZScore implements the Scaler interface for StdScore (z-score)
type ZScore struct {
	means []float64
	sds   []float64
}

// UnScale converts back to depths.
func (z *ZScore) UnScale(a *mat.Dense) {
	r, _ := a.Dims()
	for i := 0; i < r; i++ {
		row := a.RawRowView(i)
		for c, v := range row {
			row[c] = math.Max(0, v*z.sds[i]+z.means[i])
		}
	}
}

// Scale converts from depths to z-scores.
func (z *ZScore) Scale(a *mat.Dense) {
	r, _ := a.Dims()
	z.means = make([]float64, r)
	z.sds = make([]float64, r)
	// convert to z-score
	for i := 0; i < r; i++ {
		row := a.RawRowView(i)
		m, sd := stat.MeanStdDev(row, nil)
		for c, d := range row {
			row[c] = (d - m) / sd
		}
		z.means[i] = m
		z.sds[i] = sd
	}
}

type RowCentered struct {
	Centerer func([]float64) float64
	centers  []float64
}

type ColCentered struct {
	Centerer func([]float64) float64
	centers  []float64
}

func (rc *RowCentered) Scale(a *mat.Dense) {
	r, _ := a.Dims()
	if rc.centers == nil {
		rc.centers = make([]float64, 0, r)
	}
	rc.centers = rc.centers[:0]
	for i := 0; i < r; i++ {
		row := a.RawRowView(i)
		rc.centers = append(rc.centers, rc.Centerer(row))
		for c := range row {
			row[c] -= rc.centers[i]
		}
	}

}

func (cc *ColCentered) Scale(a *mat.Dense) {
	r, c := a.Dims()
	if cc.centers == nil {
		cc.centers = make([]float64, 0, c)
	}
	cc.centers = cc.centers[:0]
	col := make([]float64, r)
	for i := 0; i < c; i++ {
		mat.Col(col, i, a)
		cc.centers = append(cc.centers, cc.Centerer(col))
		for c := range col {
			col[c] -= cc.centers[i]
		}
		a.SetCol(i, col)
	}

}

func (rc *RowCentered) UnScale(a *mat.Dense) {
	r, _ := a.Dims()
	for i := 0; i < r; i++ {
		row := a.RawRowView(i)
		cnt := rc.centers[i]
		for j := range row {
			row[j] += cnt
		}
	}
}

func (cc *ColCentered) UnScale(a *mat.Dense) {
	r, c := a.Dims()
	col := make([]float64, r)
	for i := 0; i < c; i++ {
		mat.Col(col, i, a)
		cnt := cc.centers[i]
		for j := range col {
			col[j] += cnt
		}
		a.SetCol(i, col)
	}
}

func gmean(vs []float64) float64 {
	os := make([]float64, len(vs))
	copy(os, vs)
	sort.Float64s(os)
	return os[len(os)/2]
	return stat.Mean(vs, nil)
}

// Log2 implements Scaler interface to perform log2 transformation on depths.
type Log2 struct {
	CC *ColCentered
}

// Scale converts from depths to log2s
func (l *Log2) Scale(a *mat.Dense) {
	r, _ := a.Dims()
	if l.CC == nil {
		l.CC = &ColCentered{Centerer: gmean}
	}
	for i := 0; i < r; i++ {
		row := a.RawRowView(i)
		for c, d := range row {
			row[c] = math.Log2(1 + d)
		}
	}
	l.CC.Scale(a)
}

// UnScale converts from log2s to depths
func (l *Log2) UnScale(a *mat.Dense) {
	r, _ := a.Dims()
	l.CC.UnScale(a)
	for i := 0; i < r; i++ {
		row := a.RawRowView(i)
		for c, d := range row {
			row[c] = math.Pow(2, d)
		}
	}
}


================================================
FILE: dcnv/scalers/scalers_test.go
================================================
package scalers_test

import (
	"log"
	"math"
	"testing"

	"gonum.org/v1/gonum/floats"
	"gonum.org/v1/gonum/mat"
	"gonum.org/v1/gonum/stat"

	"github.com/brentp/goleft/dcnv/scalers"
)

const eps = 0.001

func TestZScoreRoundTrip(t *testing.T) {

	zsc := &scalers.ZScore{}
	imat := mat.NewDense(10, 10, nil)
	r, c := imat.Dims()
	if r != 10 || c != 10 {
		t.Fatal("unexpected size")
	}
	for i := 0; i < r; i++ {
		for j := 0; j < c; j++ {
			imat.Set(i, j, float64((i+1)*(j+1)))
		}
	}

	zsc.Scale(imat)
	for i := 0; i < r; i++ {
		if math.Abs(stat.Mean(mat.RawRowView(i), nil)) > eps {
			t.Fatalf("expected 0, got %f", stat.Mean(mat.RawRowView(i), nil))
		}
	}
	zsc.UnScale(mat)
	for i := 0; i < r; i++ {
		row := mat.RawRowView(i)
		for j := 0; j < c; j++ {
			if math.Abs(row[j]-float64((i+1)*(j+1))) > eps {
				log.Fatalf("expected: %f, got %f", float64((i+1)*(j+1)), row[j])
			}
		}
	}

}

func TestLog2RoundTrip(t *testing.T) {

	zsc := &scalers.Log2{}
	imat := mat.NewDense(10, 10, nil)
	r, c := imat.Dims()
	if r != 10 || c != 10 {
		t.Fatal("unexpected size")
	}
	for i := 0; i < r; i++ {
		for j := 0; j < c; j++ {
			imat.Set(i, j, float64((i+1)*(j+1)))
		}
	}

	zsc.Scale(imat)
	for i := 0; i < r; i++ {
		if floats.Min(imat.RawRowView(i)) < 0 {
			t.Fatalf("log2:expected >0, got %f", stat.Mean(imat.RawRowView(i), nil))
		}
	}
	zsc.UnScale(imat)
	for i := 0; i < r; i++ {
		row := imat.RawRowView(i)
		for j := 0; j < c; j++ {
			if math.Abs(row[j]-float64((i+1)*(j+1))) > eps {
				log.Fatalf("expected: %f, got %f", float64((i+1)*(j+1)), row[j])
			}
		}
	}

}


================================================
FILE: depth/README.md
================================================
depth
=====

depth parallelizes calls to [samtools](https://samtools.github.io) in user-defined windows.
It outputs a bed file of callable regions (determined by mincov) and of depth (only windows
with <= `maxmeandepth` are reported.

```
usage: goleft depth [--windowsize WINDOWSIZE] [--maxmeandepth MAXMEANDEPTH] [--q Q] [--chrom CHROM] [--mincov MINCOV] [--stats] --reference REFERENCE [--processes PROCESSES] [--bed BED] [--prefix PREFIX] BAM

positional arguments:
  bam                    bam for which to calculate depth

options:
  --windowsize WINDOWSIZE, -w WINDOWSIZE
                         window size in which to calculate high-depth regions [default: 250]
  --maxmeandepth MAXMEANDEPTH, -m MAXMEANDEPTH
                         windows with depth > than this are high-depth. The default reports the depth of all regions.
  --q Q, -Q Q            mapping quality cutoff [default: 1]
  --chrom CHROM, -c CHROM
                         optional chromosome to limit analysis
  --mincov MINCOV        minimum depth considered callable [default: 4]
  --stats, -s            report sequence stats [GC CpG masked] for each window
  --reference REFERENCE, -r REFERENCE
                         path to reference fasta
  --processes PROCESSES, -p PROCESSES
                         number of processors to parallelize.
  --bed BED, -b BED      file of positions or regions. (parallelization will be by region).
  --prefix PREFIX
  --help, -h             display this help and exit


================================================
FILE: depth/depth.go
================================================
// Package depth parallelizes calls to samtools depths and outputs:
// 1) $prefix.callable.bed that contains collapsed per-base regions of NO/LOW/or CALLABLE coverage.
// where low is < MinCov.
// 2) $prefix.depth.bed that contains the average depth for each window interval specified by WindowSize.
// TODO: output gc-content in depth windows.
package depth

import (
	"bufio"
	"bytes"
	"fmt"
	"io"
	"log"
	"os"
	"regexp"
	"runtime"
	"strconv"
	"strings"

	arg "github.com/alexflint/go-arg"
	"github.com/brentp/faidx"
	"github.com/brentp/gargs/process"
	"github.com/brentp/xopen"
	"github.com/fatih/color"
)

type dargs struct {
	WindowSize   int       `arg:"-w,help:window size in which to calculate high-depth regions"`
	MaxMeanDepth int       `arg:"-m,help:windows with depth > than this are high-depth. The default reports the depth of all regions."`
	Ordered      bool      `arg:"-o,help:force output to be in same order as input even with -p."`
	Q            int       `arg:"-Q,help:mapping quality cutoff"`
	Chrom        string    `arg:"-c,help:optional chromosome to limit analysis"`
	MinCov       int       `arg:"help:minimum depth considered callable"`
	Stats        bool      `arg:"-s,help:report sequence stats [GC CpG masked] for each window"`
	Reference    string    `arg:"-r,help:path to reference fasta"`
	Processes    int       `arg:"-p,help:number of processors to parallelize."`
	Bed          string    `arg:"-b,help:optional file of positions or regions to restrict depth calculations."`
	Prefix       string    `arg:"required,help:prefix for output files depth.bed and callable.bed"`
	Bam          string    `arg:"positional,required,help:bam for which to calculate depth"`
	stdout       io.Writer `arg:"-"`
}

// we echo the region first so the callback knows the full extents even if there is NOTE
// coverage for part of it.
const command = "echo '%s'; samtools depth -Q %d -d %d -r '%s' '%s'"

// this is the size in basepairs of the genomic chunks for parallelization.
var step = 10000000

var exitCode = 0

func pcheck(e error) {
	if e != nil {
		log.Fatal(e)
	}
}

func min(a, b int) int {
	if a < b {
		return a
	}
	return b
}

func max(a, b int) int {
	if a > b {
		return a
	}
	return b
}

// match chrom:start-end and chrom\tstart\tend
var re = regexp.MustCompile("(.+?)[:\t](\\d+)([\\-\t])(\\d+).*?")

func chromStartEndFromLine(line []byte) (string, int, int) {
	ret := re.FindSubmatch(line)
	if len(ret) != 5 {
		log.Fatal("couldn't get region from line", string(line))
	}
	chrom, start, isep, end := ret[1], ret[2], ret[3], ret[4]
	// convert from bed to chrom:start-end region so add 1 to start
	istart, err := strconv.Atoi(string(start))
	if err != nil {
		log.Fatal(err)
	}
	if bytes.Equal(isep, []byte{'-'}) {
		istart--
	}
	iend, err := strconv.Atoi(string(end))
	if err != nil {
		log.Fatal(err)
	}
	return string(chrom), max(istart, 0), iend
}

func regionFromLine(line []byte) string {
	chrom, start, end := chromStartEndFromLine(line)
	// convert from bed to chrom:start-end region so add 1 to start
	return fmt.Sprintf("%s:%d-%d", chrom, start+1, end)
}

// when the user specified a Bed file of regions for coverage, this is used.
func genFromBed(ch chan string, args dargs) {
	rdr, err := xopen.Ropen(args.Bed)
	pcheck(err)
	for {
		line, err := rdr.ReadBytes('\n')
		if err == io.EOF {
			break
		}
		pcheck(err)
		if len(line) == 0 {
			continue
		}
		region := regionFromLine(line)
		ch <- fmt.Sprintf(command, region, args.Q, args.MaxMeanDepth+2500,
			region, args.Bam)
	}
	close(ch)
}

func genCommands(args dargs) chan string {
	ch := make(chan string)
	if args.Bed != "" {
		go genFromBed(ch, args)
		return ch
	}

	go func() {
		// make sure step jives with windowsize otherwise we get WindowSize
		// where it doesn't have the right size
		step = max(1, step/args.WindowSize) * args.WindowSize

		rdr, err := xopen.Ropen(args.Reference + ".fai")
		pcheck(err)
		for {
			line, err := rdr.ReadString('\n')
			if err == io.EOF {
				break
			}
			pcheck(err)
			toks := strings.Split(line, "\t")

			chrom := toks[0]
			if args.Chrom != "" && chrom != args.Chrom {
				continue
			}
			length, err := strconv.Atoi(toks[1])
			pcheck(err)
			for i := 0; i < length; i += step {
				region := fmt.Sprintf("%s:%d-%d", chrom, i+1, min(i+step, length))
				ch <- fmt.Sprintf(command, region, args.Q, args.MaxMeanDepth+2500,
					region, args.Bam)
			}
		}
		close(ch)
	}()
	return ch
}

// Main is run from the dispatcher
func Main() {

	args := dargs{WindowSize: 250,
		MaxMeanDepth: 0,
		MinCov:       4,
		Q:            1}
	p := arg.MustParse(&args)
	if args.Prefix == "" {
		p.Fail("you must specify an output prefix")
	}
	runtime.GOMAXPROCS(args.Processes)
	run(args)
	os.Exit(exitCode)
}

type ipos struct {
	start int
}

func mean(sl []int, l int) (avg float64) {
	if len(sl) == 0 || l == 0 {
		return 0
	}
	for _, v := range sl {
		avg += float64(v)
	}
	return avg / float64(l)
}

func getStats(fa *faidx.Faidx, chrom string, start, end int) string {
	if fa == nil {
		return ""
	}
	st, err := fa.Stats(chrom, start, end)
	if err != nil {
		log.Println(err)
	}
	return fmt.Sprintf("\t%.3g\t%.3g\t%.3g", st.GC, st.CpG, st.Masked)
}

func getPosDepth(rline string) (int, int, error) {
	// toks starts after chrom. so [0] is pos and [1] is depth.
	toks := strings.SplitN(rline, "\t", 2)
	pos, err := strconv.Atoi(toks[0])
	if err != nil {
		return 0, 0, err
	}
	pos--

	if len(toks[1]) > 1 && toks[1][len(toks[1])-1] == '\n' {
		toks[1] = toks[1][:len(toks[1])-1]
	}

	depth, err := strconv.Atoi(toks[1])
	if err != nil {
		return 0, 0, err
	}

	return pos, depth, nil
}

func getCovClass(depth, minCov, maxMeanDepth int) string {
	if depth == 0 {
		return "NO_COVERAGE"
	}
	if depth < minCov {
		return "LOW_COVERAGE"
	}
	if maxMeanDepth > 0 && depth >= maxMeanDepth {
		return "EXCESSIVE_COVERAGE"
	}
	return "CALLABLE"
}

func run(args dargs) {

	callback := func(r io.Reader, w io.WriteCloser) error {
		rdr := bufio.NewReader(r)
		wtr := bufio.NewWriter(w)
		defer w.Close()
		defer wtr.Flush()

		var fa *faidx.Faidx
		var err error
		if args.Stats {
			fa, err = faidx.New(args.Reference)
			defer fa.Close()
			if err != nil {
				return err
			}
		}

		depthCache := make([]int, 0, args.WindowSize)
		var depth, pos int

		region, err := rdr.ReadBytes('\n')
		if err != nil {
			return err
		}
		// this is the bounds of the region echo'd before the samtools depth call.
		chrom, regionStart, regionEnd := chromStartEndFromLine(region)
		lastWindow := max(0, regionStart/args.WindowSize)
		var cache [2]ipos
		cache[0].start = regionStart - 1
		cache[1].start = regionStart - 1
		var lastCovClass string

		hdPath := fmt.Sprintf("%s.%s-%d-%d.tmp.depth.bed", args.Prefix, chrom, regionStart, regionEnd)
		fhHD, ferr := xopen.Wopen(hdPath)
		if ferr != nil {
			return ferr
		}
		caPath := fmt.Sprintf("%s.%s-%d-%d.tmp.callable.bed", args.Prefix, chrom, regionStart, regionEnd)
		fhCA, ferr := xopen.Wopen(caPath)
		if ferr != nil {
			return ferr
		}
		defer fhCA.Close()
		defer fhHD.Close()

		line, err := rdr.ReadString('\n')
		for err == nil {

			chrom = line[:strings.Index(line, "\t")]

			pos, depth, err = getPosDepth(line[len(chrom)+1:])
			if err != nil {
				break
			}

			// if we have a full window...
			if pos/args.WindowSize != lastWindow {
				thisWindow := pos / args.WindowSize
				// print lastWindow along with any windows without any coverage.
				for iwindow := lastWindow; iwindow < thisWindow; iwindow++ {
					s := max(regionStart, iwindow*args.WindowSize)
					e := min(regionEnd, (iwindow+1)*args.WindowSize)
					stats := getStats(fa, chrom, s, e)
					// only the 1st loop of this will have values in depthCache. Others will have 0.
					fhHD.WriteString(fmt.Sprintf("%s\t%d\t%d\t%.4g%s\n", chrom, s, e, mean(depthCache, e-s), stats))
					depthCache = depthCache[:0]
				}
				lastWindow = thisWindow
			}
			depthCache = append(depthCache, depth)
			covClass := getCovClass(depth, args.MinCov, args.MaxMeanDepth)

			// check for a gap or a change in the coverage class.
			if covClass != lastCovClass || pos != cache[1].start+1 {
				if lastCovClass != "" {
					fhCA.WriteString(fmt.Sprintf("%s\t%d\t%d\t%s\n", chrom, cache[0].start, cache[1].start+1, lastCovClass))
				}
				// also fill in block without any coverage.
				if pos != cache[1].start+1 {
					fhCA.WriteString(fmt.Sprintf("%s\t%d\t%d\t%s\n", chrom, cache[1].start+1, pos, "NO_COVERAGE"))
				}
				lastCovClass = covClass
				cache[0] = ipos{pos}
				cache[1] = ipos{pos}
			} else {
				cache[1].start = pos
			}
			line, err = rdr.ReadString('\n')
		}
		if cache[0].start != -1 && lastCovClass != "" {
			fhCA.WriteString(fmt.Sprintf("%s\t%d\t%d\t%s\n", chrom, cache[0].start, cache[1].start+1, lastCovClass))
		}
		if len(depthCache) > 0 {
			s := pos / args.WindowSize * args.WindowSize
			if s < regionEnd {
				s := max(s, regionStart)
				e := min(regionEnd, s+args.WindowSize)
				stats := getStats(fa, chrom, s, e)
				fhHD.WriteString(fmt.Sprintf("%s\t%d\t%d\t%.4g%s\n", chrom, s, e, mean(depthCache, e-s), stats))
				depthCache = depthCache[:0]
				// set position to end here so we don't output the same position below.
				pos = e
			}

		}
		// we didn't get data for the full region, so it must end in no-coverage.
		if cache[1].start+1 < regionEnd {
			// If we had regions within section
			if cache[1].start != -1 {
				fhCA.WriteString(fmt.Sprintf("%s\t%d\t%d\tNO_COVERAGE\n", chrom, cache[1].start+1, regionEnd))
				// otherwise the whole region is NO_COVERAGE
			} else {
				fhCA.WriteString(fmt.Sprintf("%s\t%d\t%d\tNO_COVERAGE\n", chrom, regionStart, regionEnd))
			}
			for ds := max(regionStart, pos) / args.WindowSize * args.WindowSize; ds < regionEnd && pos < regionEnd; ds += args.WindowSize {
				// keep de calc first.
				de := min(regionEnd, ds+args.WindowSize)
				s := max(ds, regionStart)
				stats := getStats(fa, chrom, s, de)
				fhHD.WriteString(fmt.Sprintf("%s\t%d\t%d\t%.4g%s\n", chrom, s, de, mean(depthCache, de-s), stats))
				depthCache = depthCache[:0]
			}
		}
		wtr.WriteString(caPath + "\n")
		wtr.WriteString(hdPath + "\n")
		wtr.Flush()
		return w.Close()
	}

	cancel := make(chan bool)
	defer close(cancel)
	var stdout io.Writer
	if args.stdout == nil {
		stdout = bufio.NewWriter(os.Stdout)
	} else {
		stdout = args.stdout
	}

	type flushable interface {
		Flush() error
	}
	if s, ok := stdout.(flushable); ok {
		defer s.Flush()
	}

	chrom := ""
	if args.Chrom != "" {
		chrom = "." + args.Chrom
	}
	fhca, err := xopen.Wopen(fmt.Sprintf("%s%s.callable.bed", args.Prefix, chrom))
	pcheck(err)
	fhhd, err := xopen.Wopen(fmt.Sprintf("%s%s.depth.bed", args.Prefix, chrom))
	pcheck(err)
	defer fhca.Flush()
	defer fhhd.Flush()
	opts := process.Options{Retries: 1, CallBack: callback, Ordered: args.Ordered}

	for cmd := range process.Runner(genCommands(args), cancel, &opts) {
		if ex := cmd.ExitCode(); ex != 0 && cmd.Err != io.EOF {
			c := color.New(color.BgRed).Add(color.Bold)
			fmt.Fprintf(os.Stderr, "%s\n", c.SprintFunc()(fmt.Sprintf("ERROR with command: %s", cmd)))
			exitCode = max(exitCode, ex)
		}
		if cmd.Err == io.EOF {
			continue
		}
		caPath, err := cmd.ReadString('\n')
		if err != nil {
			log.Println(cmd.CmdStr, err, cmd.Err)
		}
		caSrc, err := xopen.Ropen(strings.TrimSpace(caPath))
		pcheck(err)
		io.Copy(fhca, caSrc)
		os.Remove(strings.TrimSpace(caPath))

		hdPath, err := cmd.ReadString('\n')
		if err != nil {
			log.Println(err)
		}
		hdSrc, err := xopen.Ropen(strings.TrimSpace(hdPath))
		pcheck(err)
		io.Copy(fhhd, hdSrc)
		os.Remove(strings.TrimSpace(hdPath))
		cmd.Cleanup()
	}
	fhca.Flush()
	fhca.Close()
	fhhd.Flush()
	fhhd.Close()
}


================================================
FILE: depth/functional-test.sh
================================================
#!/bin/bash

test -e ssshtest || wget -q https://raw.githubusercontent.com/ryanlayer/ssshtest/master/ssshtest

. ssshtest
set -uo pipefail

go build -o goleft ../cmd/goleft/goleft.go

check_with_fai_bt() {
    fai=$1
    bed=$2
    v=$(awk '{ print $1"\t"0"\t"$2 }' $fai | bedtools subtract -b - -a $bed && awk '{ print $1"\t"0"\t"$2 }' $fai | bedtools subtract -a - -b $bed)
    echo -e "$v"
}

check_with_bed_bt() {
    v=$(bedtools subtract -a $1 -b $2 && bedtools subtract -a $2 -b $1)
    echo -e "$v"
}

check_uniq() {
    a=$(cat $1 | wc -l)
    b=$(uniq $1 | wc -l)
    if [[ "$a" != "$b" ]]; then
        echo "DUPLICATE LINES in $1: $a $b"
        return
    fi
    if [[ "$#" == "2" ]]; then
        echo "OK"
        return
    fi
    c=$(cut -f 1-3 $1 | sort -u | wc -l)
    if [[ "$a" != "$c" ]]; then
        echo "DUPLICATE regions in $1: $a $c"
        return
    fi
    echo "OK"
}

export -f check_with_fai_bt
export -f check_with_bed_bt


run check_wgs ./goleft depth -Q 1 --ordered --windowsize 100 --stats --prefix x --reference test/hg19.fa test/t.bam

assert_exit_code 0
assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.depth.bed)" ""
assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.callable.bed)" ""
assert_equal "$(check_uniq x.depth.bed)" "OK"
assert_equal "$(check_uniq x.callable.bed)" "OK"

run compare_to_samtools_100 python test/cmp.py x.depth.bed test/t.bam
assert_exit_code 0

run check_wgs_big_window ./goleft depth -Q 1 --ordered --windowsize 1000000000 --stats --prefix x --reference test/hg19.fa test/t.bam
assert_exit_code 0
assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.depth.bed)" ""
assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.callable.bed)" ""
assert_equal "$(check_uniq x.depth.bed)" "OK"
assert_equal "$(check_uniq x.callable.bed)" "OK"

for w in 55 60 71 13 2001; do
    run check_wgs_big_window$w ./goleft depth -Q 1 --ordered --windowsize $w --stats --prefix x --reference test/hg19.fa test/t.bam
    assert_exit_code 0
    assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.depth.bed)" ""
    assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.callable.bed)" ""
    assert_equal "$(check_uniq x.depth.bed)" "OK"
    assert_equal "$(check_uniq x.callable.bed)" "OK"
done


run check_bed ./goleft depth --bed test/windows.bed -Q 1 --ordered --windowsize 10 --stats --prefix x --reference test/hg19.fa test/t.bam
assert_exit_code 0
assert_equal "$(check_with_bed_bt x.depth.bed test/windows.bed)" ""
assert_equal "$(check_with_bed_bt x.callable.bed test/windows.bed)" ""
assert_equal "$(check_uniq x.depth.bed bed)" "OK"
assert_equal "$(check_uniq x.callable.bed bed)" "OK"


run check_bed_big_window ./goleft depth --bed test/windows.bed -Q 1 --ordered --windowsize 1000000 --stats --prefix x --reference test/hg19.fa test/t.bam
assert_exit_code 0
assert_equal "$(check_with_bed_bt x.depth.bed test/windows.bed)" ""
assert_equal "$(check_with_bed_bt x.callable.bed test/windows.bed)" ""
assert_equal "$(check_uniq x.depth.bed bed)" "OK"
assert_equal "$(check_uniq x.callable.bed bed)" "OK"
run compare_to_samtools_big_window python test/cmp.py x.depth.bed test/t.bam

for w in 50 55 60 71 13 2002; do
    run check_bed_window$w ./goleft depth --bed test/windows.bed -Q 1 --ordered --windowsize $w --stats --prefix x --reference test/hg19.fa test/t.bam
    assert_exit_code 0
    assert_equal "$(check_with_bed_bt x.depth.bed test/windows.bed)" ""
    assert_equal "$(check_with_bed_bt x.callable.bed test/windows.bed)" ""
    assert_equal "$(check_uniq x.depth.bed bed)" "OK"
    assert_equal "$(check_uniq x.callable.bed bed)" "OK"
    run compare_to_samtools_directly$w python test/cmp.py x.depth.bed test/t.bam
done

assert_exit_code 0


run check_empty ./goleft depth --windowsize 10 --q 1 --mincov 4 --reference test/hg19.fa --processes 1 --stats --prefix x test/t-empty.bam
assert_exit_code 0
assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.depth.bed)" ""
assert_equal "$(check_with_fai_bt test/hg19.fa.fai x.callable.bed)" ""
assert_equal "$(check_uniq x.depth.bed)" "OK"
assert_equal "$(check_uniq x.callable.bed)" "OK"


run check_empty_window ./goleft depth --bed test/windows.bed --windowsize 10 --q 1 --mincov 4 --reference test/hg19.fa --processes 1 --stats --prefix x test/t-empty.bam
assert_exit_code 0
assert_equal "$(check_with_bed_bt x.depth.bed test/windows.bed)" ""
assert_equal "$(check_with_bed_bt x.callable.bed test/windows.bed)" ""
assert_equal "$(check_uniq x.depth.bed bed)" "OK"
assert_equal "$(check_uniq x.callable.bed bed)" "OK"


run check_hla ./goleft depth -r test/fake.fa --prefix /tmp/xx test/hla.bam
assert_exit_code 0

echo -e "\nFINISHED OK"



================================================
FILE: depth/intervals.go
================================================
package depth

import (
	"bufio"
	"io"

	"github.com/biogo/store/interval"
	"github.com/brentp/xopen"
)

// Integer-specific intervals
type irange struct {
	Start, End int
	UID        uintptr
}

func (i irange) Overlap(b interval.IntRange) bool {
	// Half-open interval indexing.
	return i.End > b.Start && i.Start < b.End
}
func (i irange) ID() uintptr              { return i.UID }
func (i irange) Range() interval.IntRange { return interval.IntRange{i.Start, i.End} }

// Overlaps checks for overlaps without pulling intervals from the tree.
func Overlaps(tree *interval.IntTree, start, end int) bool {
	if tree == nil {
		return false
	}

	q := irange{Start: start, End: end, UID: uintptr(tree.Len())}

	overlaps := false
	tree.DoMatching(func(iv interval.IntInterface) bool {
		overlaps = true
		return true
	}, q)
	return overlaps

}

// ReadTree takes a bed file and returns map of trees.
func ReadTree(ps ...string) map[string]*interval.IntTree {
	tree := make(map[string]*interval.IntTree, 10)
	k := 0
	for _, p := range ps {
		if p == "" {
			continue
		}
		r, err := xopen.Ropen(p)
		if err != nil {
			panic(err)
		}
		defer r.Close()
		br := bufio.NewReader(r)

		for {
			line, err := br.ReadBytes('\n')
			if err == io.EOF {
				break
			}
			if err != nil {
				panic(err)
			}

			chrom, start, end := chromStartEndFromLine(line)
			if start >= end {
				continue
			}
			if _, ok := tree[chrom]; !ok {
				tree[chrom] = &interval.IntTree{}
			}
			if err := tree[chrom].Insert(irange{start, end, uintptr(k)}, false); err != nil {
				panic(err)
			}
			k += 1
		}
	}
	return tree
}


================================================
FILE: depth/test/cmp.py
================================================
import subprocess as sp
import sys

goleft_bed = sys.argv[1]
bam = sys.argv[2]

for toks in (l.rstrip().split("\t") for l in open(goleft_bed)):
    cmd = "samtools depth -a -Q 1 -r '%s:%d-%s' %s | awk '{s+=$3}END{if(NR==0){print 0}else{print s/%d}}'" % (toks[0], int(toks[1]) + 1, toks[2], bam, int(toks[2]) - int(toks[1]))
    out = sp.check_output(cmd, shell=True).strip()
    expected = float(toks[3])

    if abs(expected - float(out.strip())) > 0.5:
        print("ERROR")
        print(float(out.strip()), expected)
        print(cmd)
        sys.exit(1)



================================================
FILE: depth/test/fake.fa
================================================
>HLA-A*01:01:01:01
GATCACAGGTCTATCACCCTATTAACCACTCACGGGAGCTCTCCATGCATTTGGTATTTT
CGTCTGGGGGGTGTGCACGCGATAGCATTGCGAGACGCTGGAGCCGGAGCACCCTATGTC
GCAGTATCTGTCTTTGATTCCTGCCTCATTCTATTATTTATCGCACCTACGTTCAATATT
ACAGGCGAACATACCTACTAAAGTGTGTTAATTAATTAATGCTTGTAGGACATAATAATA
ACAATTGAATGTCTGCACAGCCGCTTTCCACACAGACATCATAACAAAAAATTTCCACCA
AACCCCCCCCTCCCCCCGCTTCTGGCCACAGCACTTAAACACATCTCTGCCAAACCCCAA
AAACAAAGAACCCTAACACCAGCCTAACCAGATTTCAAATTTTATCTTTAGGCGGTATGC
ACTTTTAACAGTCACCCCCCAACTAACACATTATTTTCCCCTCCCACTCCCATACTACTA
ATCTCATCAATACAACCCCCGCCCATCCTACCCAGCACACACACACCGCTGCTAACCCCA
TACCCCGAACCAACCAAACCCCAAAGACACCCCCCACAGTTTATGTAGCTTACCTCCTCA
AAGCAATACACTGAAAATGTTTAGACGGGCTCACATCACCCCATAAACAAATAGGTTTGG
TCCTAGCCTTTCTATTAGCTCTTAGTAAGATTACACATGCAAGCATCCCCGTTCCAGTGA
GTTCACCCTCTAAATCACCACGATCAAAAGGGACAAGCATCAAGCACGCAGCAATGCAGC
TCAAAACGCTTAGCCTAGCCACACCCCCACGGGAAACAGCAGTGATTAACCTTTAGCAAT
AAACGAAAGTTTAACTAAGCTATACTAACCCCAGGGTTGGTCAATTTCGTGCCAGCCACC
GCGGTCACACGATTAACCCAAGTCAATAGAAGCCGGCGTAAAGAGTGTTTTAGATCACCC
CCTCCCCAATAAAGCTAAAACTCACCTGAGTTGTAAAAAACTCCAGTTGACACAAAATAG
ACTACGAAAGTGGCTTTAACATATCTGAACACACAATAGCTAAGACCCAAACTGGGATTA
GATACCCCACTATGCTTAGCCCTAAACCTCAACAGTTAAATCAACAAAACTGCTCGCCAG
AACACTACGAGCCACAGCTTAAAACTCAAAGGACCTGGCGGTGCTTCATATCCCTCTAGA
GGAGCCTGTTCTGTAATCGATAAACCCCGATCAACCTCACCACCTCTTGCTCAGCCTATA
TACCGCCATCTTCAGCAAACCCTGATGAAGGCTACAAAGTAAGCGCAAGTACCCACGTAA
AGACGTTAGGTCAAGGTGTAGCCCATGAGGTGGCAAGAAATGGGCTACATTTTCTACCCC
AGAAAACTACGATAGCCCTTATGAAACTTAAGGGTCGAAGGTGGATTTAGCAGTAAACTG
AGAGTAGAGTGCTTAGTTGAACAGGGCCCTGAAGCGCGTACACACCGCCCGTCACCCTCC
TCAAGTATACTTCAAAGGACATTTAACTAAAACCCCTACGCATTTATATAGAGGAGACAA
GTCGTAACATGGTAAGTGTACTGGAAAGTGCACTTGGACGAACCAGAGTGTAGCTTAACA
CAAAGCACCCAACTTACACTTAGGAGATTTCAACTTAACTTGACCGCTCTGAGCTAAACC
TAGCCCCAAACCCACTCCACCTTACTACCAGACAACCTTAGCCAAACCATTTACCCAAAT
AAAGTATAGGCGATAGAAATTGAAACCTGGCGCAATAGATATAGTACCGCAAGGGAAAGA
TGAAAAATTATAACCAAGCATAATATAGCAAGGACTAACCCCTATACCTTCTGCATAATG
AATTAACTAGAAATAACTTTGCAAGGAGAGCCAAAGCTAAGACCCCCGAAACCAGACGAG
CTACCTAAGAACAGCTAAAAGAGCACACCCGTCTATGTAGCAAAATAGTGGGAAGATTTA
TAGGTAGAGGCGACAAACCTACCGAGCCTGGTGATAGCTGGTTGTCCAAGATAGAATCTT
AGTTCAACTTTAAATTTGCCCACAGAACCCTCTAAATCCCCTTGTAAATTTAACTGTTAG
TCCAAAGAGGAACAGCTCTTTGGACACTAGGAAAAAACCTTGTAGAGAGAGTAAAAAATT
TAACACCCATAGTAGGCCTAAAAGCAGCCACCAATTAAGAAAGCGTTCAAGCTCAACACC
CACTACCTAAAAAATCCCAAACATATAACTGAACTCCTCACACCCAATTGGACCAATCTA
TCACCCTATAGAAGAACTAATGTTAGTATAAGTAACATGAAAACATTCTCCTCCGCATAA
GCCTGCGTCAGATCAAAACACTGAACTGACAATTAACAGCCCAATATCTACAATCAACCA
ACAAGTCATTATTACCCTCACTGTCAACCCAACACAGGCATGCTCATAAGGAAAGGTTAA
AAAAAGTAAAAGGAACTCGGCAAACCTTACCCCGCCTGTTTACCAAAAACATCACCTCTA
GCATCACCAGTATTAGAGGCACCGCCTGCCCAGTGACACATGTTTAACGGCCGCGGTACC
CTAACCGTGCAaaggtagcataatcacttgttccttaaatagggacctgtatgaatggct
ccacgagggttcagctgtctcttacttttaaccagtgaaattgacctgcccgtgaagagg
cgggcatgacacagcaagacgagaagaccctatggagctttaatttaTTAATGCAAACAG
TACCTAACAAACCCACAGGTCCTAAACTACCAAACCTGCATTAAAAATTTCGGTTGGGGC
GACCTCGGAGCAGAACCCAACCTCCGAGCAGTACATGCTAAGACTTCACCAGTCAAAGCG
AACTACTATACTCAATTGATCCAATAACTTGACCAACGGAACAAGTTACCCTAGGGATAA
CAGCGCAATCCTATTCTAGAGTCCATATCAACAATAGGGTTTACGACCTCGATGTTGGAT
CAGGACATCCCGATGGTGCAGCCGCTATTAAAGGTTCGTTTGTTCAACGATTAAAGTCCT
ACGTGATCTGAGTTCAGACCGGAGTAATCCAGGTCGGTTTCTATCTACTTCAAATTCCTC
CCTGTACGAAAGGACAAGAGAAATAAGGCCTACTTCACAAAGCGCCTTCCCCCGTAAATG
ATATCATCTCAACTTAGTATTATACCCACACCCACCCAAGAACAGGGTTTgttaagatgg
cagagcccggtaatcgcataaaacttaaaactttacagtcagaggttcaattcctcttct
taacaacaTACCCATGGCCAACCTCCTACTCCTCATTGTACCCATTCTAATCGCAATGGC
ATTCCTAATGCTTACCGAACGAAAAATTCTAGGCTATATACAACTACGCAAAGGCCCCAA
CGTTGTAGGCCCCTACGGGCTACTACAACCCTTCGCTGACGCCATAAAACTCTTCACCAA
AGAGCCCCTAAAACCCGCCACATCTACCATCACCCTCTACATCACCGCCCCGACCTTAGC
TCTCACCATCGCTCTTCTACTATGAACCCCCCTCCCCATACCCAACCCCCTGGTCAACCT
CAACCTAGGCCTCCTATTTATTCTAGCCACCTCTAGCCTAGCCGTTTACTCAATCCTCTG
ATCAGGGTGAGCATCAAACTCAAACTACGCCCTGATCGGCGCACTGCGAGCAGTAGCCCA
AACAATCTCATATGAAGTCACCCTAGCCATCATTCTACTATCAACATTACTAATAAGTGG
CTCCTTTAACCTCTCCACCCTTATCACAACACAAGAACACCTCTGATTACTCCTGCCATC
ATGACCCTTGGCCATAATATGATTTATCTCCACACTAGCAGAGACCAACCGAACCCCCTT
CGACCTTGCCGAAGGGGAGTCCGAACTAGTCTCAGGCTTCAACATCGAATACGCCGCAGG
CCCCTTCGCCCTATTCTTCATAGCCGAATACACAAACATTATTATAATAAACACCCTCAC
CACTACAATCTTCCTAGGAACAACATATGACGCACTCTCCCCTGAACTCTACACAACATA
TTTTGTCACCAAGACCCTACTTCTAACCTCCCTGTTCTTATGAATTCGAACAGCATACCC
CCGATTCCGCTACGACCAACTCATACACCTCCTATGAAAAAACTTCCTACCACTCACCCT
AGCATTACTTATATGATATGTCTCCATACCCATTACAATCTCCAGCATTCCCCCTCAAAC
CTAAGAAATATGTCTGATAAAAGAGTTACTTTGATAGAGTAAATAATAGGAGCTTAAACC
CCCTTATTTctaggactatgagaatcgaacccatccctgagaatccaaaattctccgtgc
cacctatcacaccccatcctaAAGTAAGGTCAGCTAAATAAGCTATCGGGCCCATACCCC
GAAAATGTTGGTTATACCCTTCCCGTACTAATTAATCCCCTGGCCCAACCCGTCATCTAC
TCTACCATCTTTGCAGGCACACTCATCACAGCGCTAAGCTCGCACTGATTTTTTACCTGA
GTAGGCCTAGAAATAAACATGCTAGCTTTTATTCCAGTTCTAACCAAAAAAATAAACCCT
CGTTCCACAGAAGCTGCCATCAAGTATTTCCTCACGCAAGCAACCGCATCCATAATCCTT
CTAATAGCTATCCTCTTCAACAATATACTCTCCGGACAATGAACCATAACCAATACTACC
AATCAATACTCATCATTAATAATCATAATGGCTATAGCAATAAAACTAGGAATAGCCCCC
TTTCACTTCTGAGTCCCAGAGGTTACCCAAGGCACCCCTCTGACATCCGGCCTGCTTCTT
CTCACATGACAAAAACTAGCCCCCATCTCAATCATATACCAAATCTCTCCCTCACTAAAC
GTAAGCCTTCTCCTCACTCTCTCAATCTTATCCATCATAGCAGGCAGTTGAGGTGGATTA
AACCAAACCCAGCTACGCAAAATCTTAGCATACTCCTCAATTACCCACATAGGATGAATA
ATAGCAGTTCTACCGTACAACCCTAACATAACCATTCTTAATTTAACTATTTATATTATC
CTAACTACTACCGCATTCCTACTACTCAACTTAAACTCCAGCACCACGACCCTACTACTA
TCTCGCACCTGAAACAAGCTAACATGACTAACACCCTTAATTCCATCCACCCTCCTCTCC
CTAGGAGGCCTGCCCCCGCTAACCGGCTTTTTGCCCAAATGGGCCATTATCGAAGAATTC
ACAAAAAACAATAGCCTCATCATCCCCACCATCATAGCCACCATCACCCTCCTTAACCTC
TACTTCTACCTACGCCTAATCTACTCCACCTCAATCACACTACTCCCCATATCTAACAAC
GTAAAAATAAAATGACAGTTTGAACATACAAAACCCACCCCATTCCTCCCCACACTCATC
GCCCTTACCACGCTACTCCTACCTATCTCCCCTTTTATACTAATAATCTTATAGAAATTT
AGGTTAAATACAGACCAAGAGCCTTCAAAGCCCTCAGTAAGTTGCAATACTTAATTTCTG
CAACAGCTAAGGACTGCAAAACCCCACTCTGCATCAACTGAACGCAAATCAGCCACTTTA
ATTAAGCTAAGCCCTTACTAGACCAATGGGACTTAAACCCACAAACACTTAGTTAACAGC
TAAGCACCCTAATCAACTGGCTTCAATCTACTTCTCCCGCCGCCGGGAAAAAAGGCGGGA
GAAGCCCCGGCAGGTTTGAAGCTGCTTCTTCGAATTTGCAATTCAATATGAAAATCACCT
CGGAGCTGGTAAAAAGAGGCCTAACCCCTGTCTTTAGATTTACAGTCCAATGCTTCACTC
AGCCATTTTACCTCACCCCCACTGATGTTCGCCGACCGTTGACTATTCTCTACAAACCAC
AAAGACATTGGAACACTATACCTATTATTCGGCGCATGAGCTGGAGTCCTAGGCACAGCT
CTAAGCCTCCTTATTCGAGCCGAGCTGGGCCAGCCAGGCAACCTTCTAGGTAACGACCAC
ATCTACAACGTTATCGTCACAGCCCATGCATTTGTAATAATCTTCTTCATAGTAATACCC
ATCATAATCGGAGGCTTTGGCAACTGACTAGTTCCCCTAATAATCGGTGCCCCCGATATG
GCGTTTCCCCGCATAAACAACATAAGCTTCTGACTCTTACCTCCCTCTCTCCTACTCCTG
CTCGCATCTGCTATAGTGGAGGCCGGAGCAGGAACAGGTTGAACAGTCTACCCTCCCTTA
GCAGGGAACTACTCCCACCCTGGAGCCTCCGTAGACCTAACCATCTTCTCCTTACACCTA
GCAGGTGTCTCCTCTATCTTAGGGGCCATCAATTTCATCACAACAATTATCAATATAAAA
CCCCCTGCCATAACCCAATACCAAACGCCCCTCTTCGTCTGATCCGTCCTAATCACAGCA
GTCCTACTTCTCCTATCTCTCCCAGTCCTAGCTGCTGGCATCACTATACTACTAACAGAC
CGCAACCTCAACACCACCTTCTTCGACCCCGCCGGAGGAGGAGACCCCATTCTATACCAA
CACCTATTCTGATTTTTCGGTCACCCTGAAGTTTATATTCTTATCCTACCAGGCTTCGGA
ATAATCTCCCATATTGTAACTTACTACTCCGGAAAAAAAGAACCATTTGGATACATAGGT
ATGGTCTGAGCTATGATATCAATTGGCTTCCTAGGGTTTATCGTGTGAGCACACCATATA
TTTACAGTAGGAATAGACGTAGACACACGAGCATATTTCACCTCCGCTACCATAATCATC
GCTATCCCCACCGGCGTCAAAGTATTTAGCTGACTCGCCACACTCCACGGAAGCAATATG
AAATGATCTGCTGCAGTGCTCTGAGCCCTAGGATTCATCTTTCTTTTCACCGTAGGTGGC
CTGACTGGCATTGTATTAGCAAACTCATCACTAGACATCGTACTACACGACACGTACTAC
GTTGTAGCTCACTTCCACTATGTCCTATCAATAGGAGCTGTATTTGCCATCATAGGAGGC
TTCATTCACTGATTTCCCCTATTCTCAGGCTACACCCTAGACCAAACCTACGCCAAAATC
CATTTCACTATCATATTCATCGGCGTAAATCTAACTTTCTTCCCACAACACTTTCTCGGC
CTATCCGGAATGCCCCGACGTTACTCGGACTACCCCGATGCATACACCACATGAAACATC
CTATCATCTGTAGGCTCATTCATTTCTCTAACAGCAGTAATATTAATAATTTTCATGATT
TGAGAAGCCTTCGCTTCGAAGCGAAAAGTCCTAATAGTAGAAGAACCCTCCATAAACCTG
GAGTGACTATATGGATGCCCCCCACCCTACCACACATTCGAAGAACCCGTATACATAAAA
TCTAGACAaaaaaggaaggaatcgaaccccccaaagctggtttcaagccaaccccatggc
ctccatgactttttcAAAAAGGTATTAGAAAAACCATTTCATAACTTTGTCAAAGTTAAA
TTATAGGCTAAATCCTATATATCTTAATGGCACATGCAGCGCAAGTAGGTCTACAAGACG
CTACTTCCCCTATCATAGAAGAGCTTATCACCTTTCATGATCACGCCCTCATAATCATTT
TCCTTATCTGCTTCCTAGTCCTGTATGCCCTTTTCCTAACACTCACAACAAAACTAACTA
ATACTAACATCTCAGACGCTCAGGAAATAGAAACCGTCTGAACTATCCTGCCCGCCATCA
TCCTAGTCCTCATCGCCCTCCCATCCCTACGCATCCTTTACATAACAGACGAGGTCAACG
ATCCCTCCCTTACCATCAAATCAATTGGCCACCAATGGTACTGAACCTACGAGTACACCG
ACTACGGCGGACTAATCTTCAACTCCTACATACTTCCCCCATTATTCCTAGAACCAGGCG
ACCTGCGACTCCTTGACGTTGACAATCGAGTAGTACTCCCGATTGAAGCCCCCATTCGTA
TAATAATTACATCACAAGACGTCTTGCACTCATGAGCTGTCCCCACATTAGGCTTAAAAA
CAGATGCAATTCCCGGACGTCTAAACCAAACCACTTTCACCGCTACACGACCGGGGGTAT
ACTACGGTCAATGCTCTGAAATCTGTGGAGCAAACCACAGTTTCATGCCCATCGTCCTAG
AATTAATTCCCCTAAAAATCTTTGAAATAGGGCCCGTATTTACCCTATAGCACCCCCTCT
ACCCCCTCTAGAGCCCACTGTAAAGCTAACTTAGCATTAACCTTTTAAGTTAAAGATTAA
GAGAACCAACACCTCTTTACAGTGAAATGCCCCAACTAAATACTACCGTATGGCCCACCA
TAATTACCCCCATACTCCTTACACTATTCCTCATCACCCAACTAAAAATATTAAACACAA
ACTACCACCTACCTCCCTCACCAAAGCCCATAAAAATAAAAAATTATAACAAACCCTGAG
AACCAAAATGAACGAAAATCTGTTCGCTTCATTCATTGCCCCCACAATCCTAGGCCTACC
CGCCGCAGTACTGATCATTCTATTTCCCCCTCTATTGATCCCCACCTCCAAATATCTCAT
CAACAACCGACTAATCACCACCCAACAATGACTAATCAAACTAACCTCAAAACAAATGAT
AGCCATACACAACACTAAAGGACGAACCTGATCTCTTATACTAGTATCCTTAATCATTTT
TATTGCCACAACTAACCTCCTCGGACTCCTGCCTCACTCATTTACACCAACCACCCAACT
ATCTATAAACCTAGCCATGGCCATCCCCTTATGAGCGGGCGCAGTGATTATAGGCTTTCG
CTCTAAGATTAAAAATGCCCTAGCCCACTTCTTACCACAAGGCACACCTACACCCCTTAT
CCCCATACTAGTTATTATCGAAACCATCAGCCTACTCATTCAACCAATAGCCCTGGCCGT
ACGCCTAACCGCTAACATTACTGCAGGCCACCTACTCATGCACCTAATTGGAAGCGCCAC
CCTAGCAATATCAACCATTAACCTTCCCTCTACACTTATCATCTTCACAATTCTAATTCT
ACTGACTATCCTAGAAATCGCTGTCGCCTTAATCCAAGCCTACGTTTTCACACTTCTAGT
AAGCCTCTACCTGCACGACAACACATAATGACCCACCAATCACATGCCTATCATATAGTA
AAACCCAGCCCATGACCCCTAACAGGGGCCCTCTCAGCCCTCCTAATGACCTCCGGCCTA
GCCATGTGATTTCACTTCCACTCCATAACGCTCCTCATACTAGGCCTACTAACCAACACA
CTAACCATATACCAATGGTGGCGCGATGTAACACGAGAAAGCACATACCAAGGCCACCAC
ACACCACCTGTCCAAAAAGGCCTTCGATACGGGATAATCCTATTTATTACCTCAGAAGTT
TTTTTCTTCGCAGGATTTTTCTGAGCCTTTTACCACTCCAGCCTAGCCCCTACCCCCCAA
CTAGGAGGGCACTGGCCCCCAACAGGCATCACCCCGCTAAATCCCCTAGAAGTCCCACTC
CTAAACACATCCGTATTACTCGCATCAGGAGTATCAATCACCTGAGCTCACCATAGTCTA
ATAGAAAACAACCGAAACCAAATAATTCAAGCACTGCTTATTACAATTTTACTGGGTCTC
TATTTTACCCTCCTACAAGCCTCAGAGTACTTCGAGTCTCCCTTCACCATTTCCGACGGC
ATCTACGGCTCAACATTTTTTGTAGCCACAGGCTTCCACGGACTTCACGTCATTATTGGC
TCAACTTTCCTCACTATCTGCTTCATCCGCCAACTAATATTTCACTTTACATCCAAACAT
CACTTTGGCTTCGAAGCCGCCGCCTGATACTGGCATTTTGTAGATGTGGTTTGACTATTT
CTGTATGTCTCCATCTATTGATGAGGGTCTTACTCTTTTAGTATAAATAGTACCGTTAAC
TTCCAATTAACTAGTTTTGACAACATTCAAAAAAGAGTAATAAACTTCGCCTTAATTTTA
ATAATCAACACCCTCCTAGCCTTACTACTAATAATTATTACATTTTGACTACCACAACTC
AACGGCTACATAGAAAAATCCACCCCTTACGAGTGCGGCTTCGACCCTATATCCCCCGCC
CGCGTCCCTTTCTCCATAAAATTCTTCTTAGTAGCTATTACCTTCTTATTATTTGATCTA
GAAATTGCCCTCCTTTTACCCCTACCATGAGCCCTACAAACAACTAACCTGCCACTAATA
GTTATGTCATCCCTCTTATTAATCATCATCCTAGCCCTAAGTCTGGCCTATGAGTGACTA
CAAAAAGGATTAGACTGAGCCGAATTGGTATATAGTTTAAACAAAACGAATGATTTCGAC
TCATTAAATTATGATAATCATATTTACCAAATGCCCCTCATTTACATAAATATTATACTA
GCATTTACCATCTCACTTCTAGGAATACTAGTATATCGCTCACACCTCATATCCTCCCTA
CTATGCCTAGAAGGAATAATACTATCGCTGTTCATTATAGCTACTCTCATAACCCTCAAC
ACCCACTCCCTCTTAGCCAATATTGTGCCTATTGCCATACTAGTCTTTGCCGCCTGCGAA
GCAGCGGTGGGCCTAGCCCTACTAGTCTCAATCTCCAACACATATGGCCTAGACTACGTA
CATAACCTAAACCTACTCCAATGCTAAAACTAATCGTCCCAACAATTATATTACTACCAC
TGACATGACTTTCCAAAAAGCACATAATTTGAATCAACACAACCACCCACAGCCTAATTA
TTAGCATCATCCCCCTACTATTTTTTAACCAAATCAACAACAACCTATTTAGCTGTTCCC
CAACCTTTTCCTCCGACCCCCTAACAACCCCCCTCCTAATACTAACTACCTGACTCCTAC
CCCTCACAATCATGGCAAGCCAACGCCACTTATCCAGCGAACCACTATCACGAAAAAAAC
TCTACCTCTCTATACTAATCTCCCTACAAATCTCCTTAATTATAACATTCACAGCCACAG
AACTAATCATATTTTATATCTTCTTCGAAACCACACTTATCCCCACCTTGGCTATCATCA
CCCGATGAGGCAACCAGCCAGAACGCCTGAACGCAGGCACATACTTCCTATTCTACACCC
TAGTAGGCTCCCTTCCCCTACTCATCGCACTAATTTACACTCACAACACCCTAGGCTCAC
TAAACATTCTACTACTCACTCTCACTGCCCAAGAACTATCAAACTCCTGAGCCAACAACT
TAATATGACTAGCTTACACAATAGCTTTTATAGTAAAGATACCTCTTTACGGACTCCACT
TATGACTCCCTAAAGCCCATGTCGAAGCCCCCATCGCTGGGTCAATAGTACTTGCCGCAG
TACTCTTAAAACTAGGCGGCTATGGTATAATACGCCTCACACTCATTCTCAACCCCCTGA
CAAAACACATAGCCTACCCCTTCCTTGTACTATCCCTATGAGGCATAATTATAACAAGCT
CCATCTGCCTACGACAAACAGACCTAAAATCGCTCATTGCATACTCTTCAATCAGCCACA
TAGCCCTCGTAGTAACAGCCATTCTCATCCAAACCCCCTGAAGCTTCACCGGCGCAGTCA
TTCTCATAATCGCCCACGGACTCACATCCTCATTACTATTCTGCCTAGCAAACTCAAACT
ACGAACGCACTCACAGTCGCATCATAATCCTCTCTCAAGGACTTCAAACTCTACTCCCAC
TAATAGCTTTTTGATGACTTCTAGCAAGCCTCGCTAACCTCGCCTTACCCCCCACTATTA
ACCTACTGGGAGAACTCTCTGTGCTAGTAACCACGTTCTCCTGATCAAATATCACTCTCC
TACTTACAGGACTCAACATACTAGTCACAGCCCTATACTCCCTCTACATATTTACCACAA
CACAATGGGGCTCACTCACCCACCACATTAACAACATAAAACCCTCATTCACACGAGAAA
ACACCCTCATGTTCATACACCTATCCCCCATTCTCCTCCTATCCCTCAACCCCGACATCA
TTACCGGGTTTTCCTCTTGTAAATATAGTTTAACCAAAACATCAGATTGTGAATCTGACA
ACAGAGGCTTACGACCCCTTATTTACCGAGAAAGCTCACAAGAACTGCTAACTCATGCCC
CCATGTCTAACAACATGGCTTTCTCAACTTTTAAAGGATAACAGCTATCCATTGGTCTTA
GGCCCCAAAAATTTTGGTGCAACTCCAAATAAAAGTAATAACCATGCACACTACTATAAC
CACCCTAACCCTGACTTCCCTAATTCCCCCCATCCTTACCACCCTCGTTAACCCTAACAA
AAAAAACTCATACCCCCATTATGTAAAATCCATTGTCGCATCCACCTTTATTATCAGTCT
CTTCCCCACAACAATATTCATGTGCCTAGACCAAGAAGTTATTATCTCGAACTGACACTG
AGCCACAACCCAAACAACCCAGCTCTCCCTAAGCTTCAAACTAGACTACTTCTCCATAAT
ATTCATCCCTGTAGCATTGTTCGTTACATGGTCCATCATAGAATTCTCACTGTGATATAT
AAACTCAGACCCAAACATTAATCAGTTCTTCAAATATCTACTCATTTTCCTAATTACCAT
ACTAATCTTAGTTACCGCTAACAACCTATTCCAACTGTTCATCGGCTGAGAGGGCGTAGG
AATTATATCCTTCTTGCTCATCAGTTGATGATACGCCCGAGCAGATGCCAACACAGCAGC
CATTCAAGCAGTCCTATACAACCGTATCGGCGATATCGGTTTCATCCTCGCCTTAGCATG
ATTTATCCTACACTCCAACTCATGAGACCCACAACAAATAGCCCTTCTAAACGCTAATCC
AAGCCTCACCCCACTACTAGGCCTCCTCCTAGCAGCAGCAGGCAAATCAGCCCAATTAGG
TCTCCACCCCTGACTCCCCTCAGCCATAGAAGGCCCCACCCCAGTCTCAGCCCTACTCCA
CTCAAGCACTATAGTTGTAGCAGGAATCTTCTTACTCATCCGCTTCCACCCCCTAGCAGA
AAATAGCCCACTAATCCAAACTCTAACACTATGCTTAGGCGCTATCACCACTCTGTTCGC
AGCAGTCTGCGCCCTTACACAAAATGACATCAAAAAAATCGTAGCCTTCTCCACTTCAAG
TCAACTAGGACTCATAATAGTTACAATCGGCATCAACCAACCACACCTAGCATTCCTGCA
CATCTGTACCCACGCCTTCTTCAAAGCCATACTATTTATGTGCTCCGGGTCCATCATCCA
CAACCTTAACAATGAACAAGATATTCGAAAAATAGGAGGACTACTCAAAACCATACCTCT
CACTTCAACCTCCCTCACCATTGGCAGCCTAGCATTAGCAGGAATACCTTTCCTCACAGG
TTTCTACTCCAAAGACCACATCATCGAAACCGCAAACATATCATACACAAACGCCTGAGC
CCTATCTATTACTCTCATCGCTACCTCCCTGACAAGCGCCTATAGCACTCGAATAATTCT
TCTCACCCTAACAGGTCAACCTCGCTTCCCCACCCTTACTAACATTAACGAAAATAACCC
CACCCTACTAAACCCCATTAAACGCCTGGCAGCCGGAAGCCTATTCGCAGGATTTCTCAT
TACTAACAACATTTCCCCCGCATCCCCCTTCCAAACAACAATCCCCCTCTACCTAAAACT
CACAGCCCTCGCTGTCACTTTCCTAGGACTTCTAACAGCCCTAGACCTCAACTACCTAAC
CAACAAACTTAAAATAAAATCCCCACTATGCACATTTTATTTCTCCAACATACTCGGATT
CTACCCTAGCATCACACACCGCACAATCCCCTATCTAGGCCTTCTTACGAGCCAAAACCT
GCCCCTACTCCTCCTAGACCTAACCTGACTAGAAAAGCTATTACCTAAAACAATTTCACA
GCACCAAATCTCCACCTCCATCATCACCTCAACCCAAAAAGGCATAATTAAACTTTACTT
CCTCTCTTTCTTCTTCCCACTCATCCTAACCCTACTCCTAATCACATAACCTATTCCCCC
GAGCAATCTCAATTACAATATATACACCAACAAACAATGTTCAACCAGTAACCACTACTA
ATCAACGCCCATAATCATACAAAGCCCCCGCACCAATAGGATCCTCCCGAATCAACCCTG
ACCCCTCTCCTTCATAAATTATTCAGCTTCCTACACTATTAAAGTTTACCACAACCACCA
CCCCATCATACTCTTTCACCCACAGCACCAATCCTACCTCCATCGCTAACCCCACTAAAA
CACTCACCAAGACCTCAACCCCTGACCCCCATGCCTCAGGATACTCCTCAATAGCCATCG
CTGTAGTATATCCAAAGACAACCATCATTCCCCCTAAATAAATTAAAAAAACTATTAAAC
CCATATAACCTCCCCCAAAATTCAGAATAATAACACACCCGACCACACCGCTAACAATCA
GTACTAAACCCCCATAAATAGGAGAAGGCTTAGAAGAAAACCCCACAAACCCCATTACTA
AACCCACACTCAACAGAAACAAAGCATACATCATTATTCTCGCACGGACTACAACCACGA
CCAATGATATGAAAAACCATCGTTGTATTTCAACTACAAGAACACCAATGACCCCAATAC
GCAAAATTAACCCCCTAATAAAATTAATTAACCACTCATTCATCGACCTCCCCACCCCAT
CCAACATCTCCGCATGATGAAACTTCGGCTCACTCCTTGGCGCCTGCCTGATCCTCCAAA
TCACCACAGGACTATTCCTAGCCATACACTACTCACCAGACGCCTCAACCGCCTTTTCAT
CAATCGCCCACATCACTCGAGACGTAAATTATGGCTGAATCATCCGCTACCTTCACGCCA
ATGGCGCCTCAATATTCTTTATCTGCCTCTTCCTACACATCGGGCGAGGCCTATATTACG
GATCATTTCTCTACTCAGAAACCTGAAACATCGGCATTATCCTCCTGCTTGCAACTATAG
CAACAGCCTTCATAGGCTATGTCCTCCCGTGAGGCCAAATATCATTCTGAGGGGCCACAG
TAATTACAAACTTACTATCCGCCATCCCATACATTGGGACAGACCTAGTTCAATGAATCT
GAGGAGGCTACTCAGTAGACAGTCCCACCCTCACACGATTCTTTACCTTTCACTTCATCT
TACCCTTCATTATTGCAGCCCTAGCAGCACTCCACCTCCTATTCTTGCACGAAACGGGAT
CAAACAACCCCCTAGGAATCACCTCCCATTCCGATAAAATCACCTTCCACCCTTACTACA
CAATCAAAGACGCCCTCGGCTTACTTCTCTTCCTTCTCTCCTTAATGACATTAACACTAT
TCTCACCAGACCTCCTAGGCGACCCAGACAATTATACCCTAGCCAACCCCTTAAACACCC
CTCCCCACATCAAGCCCGAATGATATTTCCTATTCGCCTACACAATTCTCCGATCCGTCC
CTAACAAACTAGGAGGCGTCCTTGCCCTATTACTATCCATCCTCATCCTAGCAATAATCC
CCATCCTCCATATATCCAAACAACAAAGCATAATATTTCGCCCACTAAGCCAATCACTTT
ATTGACTCCTAGCCGCAGACCTCCTCATTCTAACCTGAATCGGAGGACAACCAGTAAGCT
ACCCTTTTACCATCATTGGACAAGTAGCATCCGTACTATACTTCACAACAATCCTAATCC
TAATACCAACTATCTCCCTAATTGAAAACAAAATACTCAAATGGGCCTGTCCTTGTAGTA
TAAACTAATACACCAGTCTTGTAAACCGGAGACGAAAACCTTTTTCCAAGGACAAATCAG
AGAAAAAGTCTTTAACTCCACCATTAGCACCCAAAGCTAAGATTCTAATTTAAACTATTC
TCTGTTCTTTCATGGGGAAGCAGATTTGGGTACCACCCAAGTATTGACTCACCCATCAAC
AACCGCTATGTATTTCGTACATTACTGCCAGCCACCATGAATATTGTACGGTACCATAAA
TACTTGACCACCTGTAGTACATAAAAACCCAACCCACATCAAACCCCCCCCCCCCATGCT
TACAAGCAAGTACAGCAATCAACCTTCAACTATCACACATCAACTGCAACTCCAAAGCCA
CCCCTCACCCACTAGGATACCAACAAACCTACCCACCCTTAACAGTACATAGTACATAAA
GTCATTTACCGTACATAGCACATTACAGTCAAATCCCTTCTCGTCCCCATGGATGACCCC
CCTCAGATAGGGGTCCCTTGACCACCATCCTCCGTGAAATCAATATCCCGCACAAGAGTG
CTACTCTCCTCGCTCCGGGCCCATAACACTTGGGGGTAGCTAAAGTGAACTGTATCCGAC
ATCTGGTTCCTACTTCAGGGCCATAAAGCCTAAATAGCCCACACGTTCCCCTTAAATAAG
ACATCACGATG


================================================
FILE: depth/test/fake.fa.fai
================================================
HLA-A*01:01:01:01	16571	19	60	61


================================================
FILE: depth/test/hg19.fa
================================================
>chrM
GATCACAGGTCTATCACCCTATTAACCACTCACGGGAGCTCTCCATGCATTTGGTATTTT
CGTCTGGGGGGTGTGCACGCGATAGCATTGCGAGACGCTGGAGCCGGAGCACCCTATGTC
GCAGTATCTGTCTTTGATTCCTGCCTCATTCTATTATTTATCGCACCTACGTTCAATATT
ACAGGCGAACATACCTACTAAAGTGTGTTAATTAATTAATGCTTGTAGGACATAATAATA
ACAATTGAATGTCTGCACAGCCGCTTTCCACACAGACATCATAACAAAAAATTTCCACCA
AACCCCCCCCTCCCCCCGCTTCTGGCCACAGCACTTAAACACATCTCTGCCAAACCCCAA
AAACAAAGAACCCTAACACCAGCCTAACCAGATTTCAAATTTTATCTTTAGGCGGTATGC
ACTTTTAACAGTCACCCCCCAACTAACACATTATTTTCCCCTCCCACTCCCATACTACTA
ATCTCATCAATACAACCCCCGCCCATCCTACCCAGCACACACACACCGCTGCTAACCCCA
TACCCCGAACCAACCAAACCCCAAAGACACCCCCCACAGTTTATGTAGCTTACCTCCTCA
AAGCAATACACTGAAAATGTTTAGACGGGCTCACATCACCCCATAAACAAATAGGTTTGG
TCCTAGCCTTTCTATTAGCTCTTAGTAAGATTACACATGCAAGCATCCCCGTTCCAGTGA
GTTCACCCTCTAAATCACCACGATCAAAAGGGACAAGCATCAAGCACGCAGCAATGCAGC
TCAAAACGCTTAGCCTAGCCACACCCCCACGGGAAACAGCAGTGATTAACCTTTAGCAAT
AAACGAAAGTTTAACTAAGCTATACTAACCCCAGGGTTGGTCAATTTCGTGCCAGCCACC
GCGGTCACACGATTAACCCAAGTCAATAGAAGCCGGCGTAAAGAGTGTTTTAGATCACCC
CCTCCCCAATAAAGCTAAAACTCACCTGAGTTGTAAAAAACTCCAGTTGACACAAAATAG
ACTACGAAAGTGGCTTTAACATATCTGAACACACAATAGCTAAGACCCAAACTGGGATTA
GATACCCCACTATGCTTAGCCCTAAACCTCAACAGTTAAATCAACAAAACTGCTCGCCAG
AACACTACGAGCCACAGCTTAAAACTCAAAGGACCTGGCGGTGCTTCATATCCCTCTAGA
GGAGCCTGTTCTGTAATCGATAAACCCCGATCAACCTCACCACCTCTTGCTCAGCCTATA
TACCGCCATCTTCAGCAAACCCTGATGAAGGCTACAAAGTAAGCGCAAGTACCCACGTAA
AGACGTTAGGTCAAGGTGTAGCCCATGAGGTGGCAAGAAATGGGCTACATTTTCTACCCC
AGAAAACTACGATAGCCCTTATGAAACTTAAGGGTCGAAGGTGGATTTAGCAGTAAACTG
AGAGTAGAGTGCTTAGTTGAACAGGGCCCTGAAGCGCGTACACACCGCCCGTCACCCTCC
TCAAGTATACTTCAAAGGACATTTAACTAAAACCCCTACGCATTTATATAGAGGAGACAA
GTCGTAACATGGTAAGTGTACTGGAAAGTGCACTTGGACGAACCAGAGTGTAGCTTAACA
CAAAGCACCCAACTTACACTTAGGAGATTTCAACTTAACTTGACCGCTCTGAGCTAAACC
TAGCCCCAAACCCACTCCACCTTACTACCAGACAACCTTAGCCAAACCATTTACCCAAAT
AAAGTATAGGCGATAGAAATTGAAACCTGGCGCAATAGATATAGTACCGCAAGGGAAAGA
TGAAAAATTATAACCAAGCATAATATAGCAAGGACTAACCCCTATACCTTCTGCATAATG
AATTAACTAGAAATAACTTTGCAAGGAGAGCCAAAGCTAAGACCCCCGAAACCAGACGAG
CTACCTAAGAACAGCTAAAAGAGCACACCCGTCTATGTAGCAAAATAGTGGGAAGATTTA
TAGGTAGAGGCGACAAACCTACCGAGCCTGGTGATAGCTGGTTGTCCAAGATAGAATCTT
AGTTCAACTTTAAATTTGCCCACAGAACCCTCTAAATCCCCTTGTAAATTTAACTGTTAG
TCCAAAGAGGAACAGCTCTTTGGACACTAGGAAAAAACCTTGTAGAGAGAGTAAAAAATT
TAACACCCATAGTAGGCCTAAAAGCAGCCACCAATTAAGAAAGCGTTCAAGCTCAACACC
CACTACCTAAAAAATCCCAAACATATAACTGAACTCCTCACACCCAATTGGACCAATCTA
TCACCCTATAGAAGAACTAATGTTAGTATAAGTAACATGAAAACATTCTCCTCCGCATAA
GCCTGCGTCAGATCAAAACACTGAACTGACAATTAACAGCCCAATATCTACAATCAACCA
ACAAGTCATTATTACCCTCACTGTCAACCCAACACAGGCATGCTCATAAGGAAAGGTTAA
AAAAAGTAAAAGGAACTCGGCAAACCTTACCCCGCCTGTTTACCAAAAACATCACCTCTA
GCATCACCAGTATTAGAGGCACCGCCTGCCCAGTGACACATGTTTAACGGCCGCGGTACC
CTAACCGTGCAaaggtagcataatcacttgttccttaaatagggacctgtatgaatggct
ccacgagggttcagctgtctcttacttttaaccagtgaaattgacctgcccgtgaagagg
cgggcatgacacagcaagacgagaagaccctatggagctttaatttaTTAATGCAAACAG
TACCTAACAAACCCACAGGTCCTAAACTACCAAACCTGCATTAAAAATTTCGGTTGGGGC
GACCTCGGAGCAGAACCCAACCTCCGAGCAGTACATGCTAAGACTTCACCAGTCAAAGCG
AACTACTATACTCAATTGATCCAATAACTTGACCAACGGAACAAGTTACCCTAGGGATAA
CAGCGCAATCCTATTCTAGAGTCCATATCAACAATAGGGTTTACGACCTCGATGTTGGAT
CAGGACATCCCGATGGTGCAGCCGCTATTAAAGGTTCGTTTGTTCAACGATTAAAGTCCT
ACGTGATCTGAGTTCAGACCGGAGTAATCCAGGTCGGTTTCTATCTACTTCAAATTCCTC
CCTGTACGAAAGGACAAGAGAAATAAGGCCTACTTCACAAAGCGCCTTCCCCCGTAAATG
ATATCATCTCAACTTAGTATTATACCCACACCCACCCAAGAACAGGGTTTgttaagatgg
cagagcccggtaatcgcataaaacttaaaactttacagtcagaggttcaattcctcttct
taacaacaTACCCATGGCCAACCTCCTACTCCTCATTGTACCCATTCTAATCGCAATGGC
ATTCCTAATGCTTACCGAACGAAAAATTCTAGGCTATATACAACTACGCAAAGGCCCCAA
CGTTGTAGGCCCCTACGGGCTACTACAACCCTTCGCTGACGCCATAAAACTCTTCACCAA
AGAGCCCCTAAAACCCGCCACATCTACCATCACCCTCTACATCACCGCCCCGACCTTAGC
TCTCACCATCGCTCTTCTACTATGAACCCCCCTCCCCATACCCAACCCCCTGGTCAACCT
CAACCTAGGCCTCCTATTTATTCTAGCCACCTCTAGCCTAGCCGTTTACTCAATCCTCTG
ATCAGGGTGAGCATCAAACTCAAACTACGCCCTGATCGGCGCACTGCGAGCAGTAGCCCA
AACAATCTCATATGAAGTCACCCTAGCCATCATTCTACTATCAACATTACTAATAAGTGG
CTCCTTTAACCTCTCCACCCTTATCACAACACAAGAACACCTCTGATTACTCCTGCCATC
ATGACCCTTGGCCATAATATGATTTATCTCCACACTAGCAGAGACCAACCGAACCCCCTT
CGACCTTGCCGAAGGGGAGTCCGAACTAGTCTCAGGCTTCAACATCGAATACGCCGCAGG
CCCCTTCGCCCTATTCTTCATAGCCGAATACACAAACATTATTATAATAAACACCCTCAC
CACTACAATCTTCCTAGGAACAACATATGACGCACTCTCCCCTGAACTCTACACAACATA
TTTTGTCACCAAGACCCTACTTCTAACCTCCCTGTTCTTATGAATTCGAACAGCATACCC
CCGATTCCGCTACGACCAACTCATACACCTCCTATGAAAAAACTTCCTACCACTCACCCT
AGCATTACTTATATGATATGTCTCCATACCCATTACAATCTCCAGCATTCCCCCTCAAAC
CTAAGAAATATGTCTGATAAAAGAGTTACTTTGATAGAGTAAATAATAGGAGCTTAAACC
CCCTTATTTctaggactatgagaatcgaacccatccctgagaatccaaaattctccgtgc
cacctatcacaccccatcctaAAGTAAGGTCAGCTAAATAAGCTATCGGGCCCATACCCC
GAAAATGTTGGTTATACCCTTCCCGTACTAATTAATCCCCTGGCCCAACCCGTCATCTAC
TCTACCATCTTTGCAGGCACACTCATCACAGCGCTAAGCTCGCACTGATTTTTTACCTGA
GTAGGCCTAGAAATAAACATGCTAGCTTTTATTCCAGTTCTAACCAAAAAAATAAACCCT
CGTTCCACAGAAGCTGCCATCAAGTATTTCCTCACGCAAGCAACCGCATCCATAATCCTT
CTAATAGCTATCCTCTTCAACAATATACTCTCCGGACAATGAACCATAACCAATACTACC
AATCAATACTCATCATTAATAATCATAATGGCTATAGCAATAAAACTAGGAATAGCCCCC
TTTCACTTCTGAGTCCCAGAGGTTACCCAAGGCACCCCTCTGACATCCGGCCTGCTTCTT
CTCACATGACAAAAACTAGCCCCCATCTCAATCATATACCAAATCTCTCCCTCACTAAAC
GTAAGCCTTCTCCTCACTCTCTCAATCTTATCCATCATAGCAGGCAGTTGAGGTGGATTA
AACCAAACCCAGCTACGCAAAATCTTAGCATACTCCTCAATTACCCACATAGGATGAATA
ATAGCAGTTCTACCGTACAACCCTAACATAACCATTCTTAATTTAACTATTTATATTATC
CTAACTACTACCGCATTCCTACTACTCAACTTAAACTCCAGCACCACGACCCTACTACTA
TCTCGCACCTGAAACAAGCTAACATGACTAACACCCTTAATTCCATCCACCCTCCTCTCC
CTAGGAGGCCTGCCCCCGCTAACCGGCTTTTTGCCCAAATGGGCCATTATCGAAGAATTC
ACAAAAAACAATAGCCTCATCATCCCCACCATCATAGCCACCATCACCCTCCTTAACCTC
TACTTCTACCTACGCCTAATCTACTCCACCTCAATCACACTACTCCCCATATCTAACAAC
GTAAAAATAAAATGACAGTTTGAACATACAAAACCCACCCCATTCCTCCCCACACTCATC
GCCCTTACCACGCTACTCCTACCTATCTCCCCTTTTATACTAATAATCTTATAGAAATTT
AGGTTAAATACAGACCAAGAGCCTTCAAAGCCCTCAGTAAGTTGCAATACTTAATTTCTG
CAACAGCTAAGGACTGCAAAACCCCACTCTGCATCAACTGAACGCAAATCAGCCACTTTA
ATTAAGCTAAGCCCTTACTAGACCAATGGGACTTAAACCCACAAACACTTAGTTAACAGC
TAAGCACCCTAATCAACTGGCTTCAATCTACTTCTCCCGCCGCCGGGAAAAAAGGCGGGA
GAAGCCCCGGCAGGTTTGAAGCTGCTTCTTCGAATTTGCAATTCAATATGAAAATCACCT
CGGAGCTGGTAAAAAGAGGCCTAACCCCTGTCTTTAGATTTACAGTCCAATGCTTCACTC
AGCCATTTTACCTCACCCCCACTGATGTTCGCCGACCGTTGACTATTCTCTACAAACCAC
AAAGACATTGGAACACTATACCTATTATTCGGCGCATGAGCTGGAGTCCTAGGCACAGCT
CTAAGCCTCCTTATTCGAGCCGAGCTGGGCCAGCCAGGCAACCTTCTAGGTAACGACCAC
ATCTACAACGTTATCGTCACAGCCCATGCATTTGTAATAATCTTCTTCATAGTAATACCC
ATCATAATCGGAGGCTTTGGCAACTGACTAGTTCCCCTAATAATCGGTGCCCCCGATATG
GCGTTTCCCCGCATAAACAACATAAGCTTCTGACTCTTACCTCCCTCTCTCCTACTCCTG
CTCGCATCTGCTATAGTGGAGGCCGGAGCAGGAACAGGTTGAACAGTCTACCCTCCCTTA
GCAGGGAACTACTCCCACCCTGGAGCCTCCGTAGACCTAACCATCTTCTCCTTACACCTA
GCAGGTGTCTCCTCTATCTTAGGGGCCATCAATTTCATCACAACAATTATCAATATAAAA
CCCCCTGCCATAACCCAATACCAAACGCCCCTCTTCGTCTGATCCGTCCTAATCACAGCA
GTCCTACTTCTCCTATCTCTCCCAGTCCTAGCTGCTGGCATCACTATACTACTAACAGAC
CGCAACCTCAACACCACCTTCTTCGACCCCGCCGGAGGAGGAGACCCCATTCTATACCAA
CACCTATTCTGATTTTTCGGTCACCCTGAAGTTTATATTCTTATCCTACCAGGCTTCGGA
ATAATCTCCCATATTGTAACTTACTACTCCGGAAAAAAAGAACCATTTGGATACATAGGT
ATGGTCTGAGCTATGATATCAATTGGCTTCCTAGGGTTTATCGTGTGAGCACACCATATA
TTTACAGTAGGAATAGACGTAGACACACGAGCATATTTCACCTCCGCTACCATAATCATC
GCTATCCCCACCGGCGTCAAAGTATTTAGCTGACTCGCCACACTCCACGGAAGCAATATG
AAATGATCTGCTGCAGTGCTCTGAGCCCTAGGATTCATCTTTCTTTTCACCGTAGGTGGC
CTGACTGGCATTGTATTAGCAAACTCATCACTAGACATCGTACTACACGACACGTACTAC
GTTGTAGCTCACTTCCACTATGTCCTATCAATAGGAGCTGTATTTGCCATCATAGGAGGC
TTCATTCACTGATTTCCCCTATTCTCAGGCTACACCCTAGACCAAACCTACGCCAAAATC
CATTTCACTATCATATTCATCGGCGTAAATCTAACTTTCTTCCCACAACACTTTCTCGGC
CTATCCGGAATGCCCCGACGTTACTCGGACTACCCCGATGCATACACCACATGAAACATC
CTATCATCTGTAGGCTCATTCATTTCTCTAACAGCAGTAATATTAATAATTTTCATGATT
TGAGAAGCCTTCGCTTCGAAGCGAAAAGTCCTAATAGTAGAAGAACCCTCCATAAACCTG
GAGTGACTATATGGATGCCCCCCACCCTACCACACATTCGAAGAACCCGTATACATAAAA
TCTAGACAaaaaaggaaggaatcgaaccccccaaagctggtttcaagccaaccccatggc
ctccatgactttttcAAAAAGGTATTAGAAAAACCATTTCATAACTTTGTCAAAGTTAAA
TTATAGGCTAAATCCTATATATCTTAATGGCACATGCAGCGCAAGTAGGTCTACAAGACG
CTACTTCCCCTATCATAGAAGAGCTTATCACCTTTCATGATCACGCCCTCATAATCATTT
TCCTTATCTGCTTCCTAGTCCTGTATGCCCTTTTCCTAACACTCACAACAAAACTAACTA
ATACTAACATCTCAGACGCTCAGGAAATAGAAACCGTCTGAACTATCCTGCCCGCCATCA
TCCTAGTCCTCATCGCCCTCCCATCCCTACGCATCCTTTACATAACAGACGAGGTCAACG
ATCCCTCCCTTACCATCAAATCAATTGGCCACCAATGGTACTGAACCTACGAGTACACCG
ACTACGGCGGACTAATCTTCAACTCCTACATACTTCCCCCATTATTCCTAGAACCAGGCG
ACCTGCGACTCCTTGACGTTGACAATCGAGTAGTACTCCCGATTGAAGCCCCCATTCGTA
TAATAATTACATCACAAGACGTCTTGCACTCATGAGCTGTCCCCACATTAGGCTTAAAAA
CAGATGCAATTCCCGGACGTCTAAACCAAACCACTTTCACCGCTACACGACCGGGGGTAT
ACTACGGTCAATGCTCTGAAATCTGTGGAGCAAACCACAGTTTCATGCCCATCGTCCTAG
AATTAATTCCCCTAAAAATCTTTGAAATAGGGCCCGTATTTACCCTATAGCACCCCCTCT
ACCCCCTCTAGAGCCCACTGTAAAGCTAACTTAGCATTAACCTTTTAAGTTAAAGATTAA
GAGAACCAACACCTCTTTACAGTGAAATGCCCCAACTAAATACTACCGTATGGCCCACCA
TAATTACCCCCATACTCCTTACACTATTCCTCATCACCCAACTAAAAATATTAAACACAA
ACTACCACCTACCTCCCTCACCAAAGCCCATAAAAATAAAAAATTATAACAAACCCTGAG
AACCAAAATGAACGAAAATCTGTTCGCTTCATTCATTGCCCCCACAATCCTAGGCCTACC
CGCCGCAGTACTGATCATTCTATTTCCCCCTCTATTGATCCCCACCTCCAAATATCTCAT
CAACAACCGACTAATCACCACCCAACAATGACTAATCAAACTAACCTCAAAACAAATGAT
AGCCATACACAACACTAAAGGACGAACCTGATCTCTTATACTAGTATCCTTAATCATTTT
TATTGCCACAACTAACCTCCTCGGACTCCTGCCTCACTCATTTACACCAACCACCCAACT
ATCTATAAACCTAGCCATGGCCATCCCCTTATGAGCGGGCGCAGTGATTATAGGCTTTCG
CTCTAAGATTAAAAATGCCCTAGCCCACTTCTTACCACAAGGCACACCTACACCCCTTAT
CCCCATACTAGTTATTATCGAAACCATCAGCCTACTCATTCAACCAATAGCCCTGGCCGT
ACGCCTAACCGCTAACATTACTGCAGGCCACCTACTCATGCACCTAATTGGAAGCGCCAC
CCTAGCAATATCAACCATTAACCTTCCCTCTACACTTATCATCTTCACAATTCTAATTCT
ACTGACTATCCTAGAAATCGCTGTCGCCTTAATCCAAGCCTACGTTTTCACACTTCTAGT
AAGCCTCTACCTGCACGACAACACATAATGACCCACCAATCACATGCCTATCATATAGTA
AAACCCAGCCCATGACCCCTAACAGGGGCCCTCTCAGCCCTCCTAATGACCTCCGGCCTA
GCCATGTGATTTCACTTCCACTCCATAACGCTCCTCATACTAGGCCTACTAACCAACACA
CTAACCATATACCAATGGTGGCGCGATGTAACACGAGAAAGCACATACCAAGGCCACCAC
ACACCACCTGTCCAAAAAGGCCTTCGATACGGGATAATCCTATTTATTACCTCAGAAGTT
TTTTTCTTCGCAGGATTTTTCTGAGCCTTTTACCACTCCAGCCTAGCCCCTACCCCCCAA
CTAGGAGGGCACTGGCCCCCAACAGGCATCACCCCGCTAAATCCCCTAGAAGTCCCACTC
CTAAACACATCCGTATTACTCGCATCAGGAGTATCAATCACCTGAGCTCACCATAGTCTA
ATAGAAAACAACCGAAACCAAATAATTCAAGCACTGCTTATTACAATTTTACTGGGTCTC
TATTTTACCCTCCTACAAGCCTCAGAGTACTTCGAGTCTCCCTTCACCATTTCCGACGGC
ATCTACGGCTCAACATTTTTTGTAGCCACAGGCTTCCACGGACTTCACGTCATTATTGGC
TCAACTTTCCTCACTATCTGCTTCATCCGCCAACTAATATTTCACTTTACATCCAAACAT
CACTTTGGCTTCGAAGCCGCCGCCTGATACTGGCATTTTGTAGATGTGGTTTGACTATTT
CTGTATGTCTCCATCTATTGATGAGGGTCTTACTCTTTTAGTATAAATAGTACCGTTAAC
TTCCAATTAACTAGTTTTGACAACATTCAAAAAAGAGTAATAAACTTCGCCTTAATTTTA
ATAATCAACACCCTCCTAGCCTTACTACTAATAATTATTACATTTTGACTACCACAACTC
AACGGCTACATAGAAAAATCCACCCCTTACGAGTGCGGCTTCGACCCTATATCCCCCGCC
CGCGTCCCTTTCTCCATAAAATTCTTCTTAGTAGCTATTACCTTCTTATTATTTGATCTA
GAAATTGCCCTCCTTTTACCCCTACCATGAGCCCTACAAACAACTAACCTGCCACTAATA
GTTATGTCATCCCTCTTATTAATCATCATCCTAGCCCTAAGTCTGGCCTATGAGTGACTA
CAAAAAGGATTAGACTGAGCCGAATTGGTATATAGTTTAAACAAAACGAATGATTTCGAC
TCATTAAATTATGATAATCATATTTACCAAATGCCCCTCATTTACATAAATATTATACTA
GCATTTACCATCTCACTTCTAGGAATACTAGTATATCGCTCACACCTCATATCCTCCCTA
CTATGCCTAGAAGGAATAATACTATCGCTGTTCATTATAGCTACTCTCATAACCCTCAAC
ACCCACTCCCTCTTAGCCAATATTGTGCCTATTGCCATACTAGTCTTTGCCGCCTGCGAA
GCAGCGGTGGGCCTAGCCCTACTAGTCTCAATCTCCAACACATATGGCCTAGACTACGTA
CATAACCTAAACCTACTCCAATGCTAAAACTAATCGTCCCAACAATTATATTACTACCAC
TGACATGACTTTCCAAAAAGCACATAATTTGAATCAACACAACCACCCACAGCCTAATTA
TTAGCATCATCCCCCTACTATTTTTTAACCAAATCAACAACAACCTATTTAGCTGTTCCC
CAACCTTTTCCTCCGACCCCCTAACAACCCCCCTCCTAATACTAACTACCTGACTCCTAC
CCCTCACAATCATGGCAAGCCAACGCCACTTATCCAGCGAACCACTATCACGAAAAAAAC
TCTACCTCTCTATACTAATCTCCCTACAAATCTCCTTAATTATAACATTCACAGCCACAG
AACTAATCATATTTTATATCTTCTTCGAAACCACACTTATCCCCACCTTGGCTATCATCA
CCCGATGAGGCAACCAGCCAGAACGCCTGAACGCAGGCACATACTTCCTATTCTACACCC
TAGTAGGCTCCCTTCCCCTACTCATCGCACTAATTTACACTCACAACACCCTAGGCTCAC
TAAACATTCTACTACTCACTCTCACTGCCCAAGAACTATCAAACTCCTGAGCCAACAACT
TAATATGACTAGCTTACACAATAGCTTTTATAGTAAAGATACCTCTTTACGGACTCCACT
TATGACTCCCTAAAGCCCATGTCGAAGCCCCCATCGCTGGGTCAATAGTACTTGCCGCAG
TACTCTTAAAACTAGGCGGCTATGGTATAATACGCCTCACACTCATTCTCAACCCCCTGA
CAAAACACATAGCCTACCCCTTCCTTGTACTATCCCTATGAGGCATAATTATAACAAGCT
CCATCTGCCTACGACAAACAGACCTAAAATCGCTCATTGCATACTCTTCAATCAGCCACA
TAGCCCTCGTAGTAACAGCCATTCTCATCCAAACCCCCTGAAGCTTCACCGGCGCAGTCA
TTCTCATAATCGCCCACGGACTCACATCCTCATTACTATTCTGCCTAGCAAACTCAAACT
ACGAACGCACTCACAGTCGCATCATAATCCTCTCTCAAGGACTTCAAACTCTACTCCCAC
TAATAGCTTTTTGATGACTTCTAGCAAGCCTCGCTAACCTCGCCTTACCCCCCACTATTA
ACCTACTGGGAGAACTCTCTGTGCTAGTAACCACGTTCTCCTGATCAAATATCACTCTCC
TACTTACAGGACTCAACATACTAGTCACAGCCCTATACTCCCTCTACATATTTACCACAA
CACAATGGGGCTCACTCACCCACCACATTAACAACATAAAACCCTCATTCACACGAGAAA
ACACCCTCATGTTCATACACCTATCCCCCATTCTCCTCCTATCCCTCAACCCCGACATCA
TTACCGGGTTTTCCTCTTGTAAATATAGTTTAACCAAAACATCAGATTGTGAATCTGACA
ACAGAGGCTTACGACCCCTTATTTACCGAGAAAGCTCACAAGAACTGCTAACTCATGCCC
CCATGTCTAACAACATGGCTTTCTCAACTTTTAAAGGATAACAGCTATCCATTGGTCTTA
GGCCCCAAAAATTTTGGTGCAACTCCAAATAAAAGTAATAACCATGCACACTACTATAAC
CACCCTAACCCTGACTTCCCTAATTCCCCCCATCCTTACCACCCTCGTTAACCCTAACAA
AAAAAACTCATACCCCCATTATGTAAAATCCATTGTCGCATCCACCTTTATTATCAGTCT
CTTCCCCACAACAATATTCATGTGCCTAGACCAAGAAGTTATTATCTCGAACTGACACTG
AGCCACAACCCAAACAACCCAGCTCTCCCTAAGCTTCAAACTAGACTACTTCTCCATAAT
ATTCATCCCTGTAGCATTGTTCGTTACATGGTCCATCATAGAATTCTCACTGTGATATAT
AAACTCAGACCCAAACATTAATCAGTTCTTCAAATATCTACTCATTTTCCTAATTACCAT
ACTAATCTTAGTTACCGCTAACAACCTATTCCAACTGTTCATCGGCTGAGAGGGCGTAGG
AATTATATCCTTCTTGCTCATCAGTTGATGATACGCCCGAGCAGATGCCAACACAGCAGC
CATTCAAGCAGTCCTATACAACCGTATCGGCGATATCGGTTTCATCCTCGCCTTAGCATG
ATTTATCCTACACTCCAACTCATGAGACCCACAACAAATAGCCCTTCTAAACGCTAATCC
AAGCCTCACCCCACTACTAGGCCTCCTCCTAGCAGCAGCAGGCAAATCAGCCCAATTAGG
TCTCCACCCCTGACTCCCCTCAGCCATAGAAGGCCCCACCCCAGTCTCAGCCCTACTCCA
CTCAAGCACTATAGTTGTAGCAGGAATCTTCTTACTCATCCGCTTCCACCCCCTAGCAGA
AAATAGCCCACTAATCCAAACTCTAACACTATGCTTAGGCGCTATCACCACTCTGTTCGC
AGCAGTCTGCGCCCTTACACAAAATGACATCAAAAAAATCGTAGCCTTCTCCACTTCAAG
TCAACTAGGACTCATAATAGTTACAATCGGCATCAACCAACCACACCTAGCATTCCTGCA
CATCTGTACCCACGCCTTCTTCAAAGCCATACTATTTATGTGCTCCGGGTCCATCATCCA
CAACCTTAACAATGAACAAGATATTCGAAAAATAGGAGGACTACTCAAAACCATACCTCT
CACTTCAACCTCCCTCACCATTGGCAGCCTAGCATTAGCAGGAATACCTTTCCTCACAGG
TTTCTACTCCAAAGACCACATCATCGAAACCGCAAACATATCATACACAAACGCCTGAGC
CCTATCTATTACTCTCATCGCTACCTCCCTGACAAGCGCCTATAGCACTCGAATAATTCT
TCTCACCCTAACAGGTCAACCTCGCTTCCCCACCCTTACTAACATTAACGAAAATAACCC
CACCCTACTAAACCCCATTAAACGCCTGGCAGCCGGAAGCCTATTCGCAGGATTTCTCAT
TACTAACAACATTTCCCCCGCATCCCCCTTCCAAACAACAATCCCCCTCTACCTAAAACT
CACAGCCCTCGCTGTCACTTTCCTAGGACTTCTAACAGCCCTAGACCTCAACTACCTAAC
CAACAAACTTAAAATAAAATCCCCACTATGCACATTTTATTTCTCCAACATACTCGGATT
CTACCCTAGCATCACACACCGCACAATCCCCTATCTAGGCCTTCTTACGAGCCAAAACCT
GCCCCTACTCCTCCTAGACCTAACCTGACTAGAAAAGCTATTACCTAAAACAATTTCACA
GCACCAAATCTCCACCTCCATCATCACCTCAACCCAAAAAGGCATAATTAAACTTTACTT
CCTCTCTTTCTTCTTCCCACTCATCCTAACCCTACTCCTAATCACATAACCTATTCCCCC
GAGCAATCTCAATTACAATATATACACCAACAAACAATGTTCAACCAGTAACCACTACTA
ATCAACGCCCATAATCATACAAAGCCCCCGCACCAATAGGATCCTCCCGAATCAACCCTG
ACCCCTCTCCTTCATAAATTATTCAGCTTCCTACACTATTAAAGTTTACCACAACCACCA
CCCCATCATACTCTTTCACCCACAGCACCAATCCTACCTCCATCGCTAACCCCACTAAAA
CACTCACCAAGACCTCAACCCCTGACCCCCATGCCTCAGGATACTCCTCAATAGCCATCG
CTGTAGTATATCCAAAGACAACCATCATTCCCCCTAAATAAATTAAAAAAACTATTAAAC
CCATATAACCTCCCCCAAAATTCAGAATAATAACACACCCGACCACACCGCTAACAATCA
GTACTAAACCCCCATAAATAGGAGAAGGCTTAGAAGAAAACCCCACAAACCCCATTACTA
AACCCACACTCAACAGAAACAAAGCATACATCATTATTCTCGCACGGACTACAACCACGA
CCAATGATATGAAAAACCATCGTTGTATTTCAACTACAAGAACACCAATGACCCCAATAC
GCAAAATTAACCCCCTAATAAAATTAATTAACCACTCATTCATCGACCTCCCCACCCCAT
CCAACATCTCCGCATGATGAAACTTCGGCTCACTCCTTGGCGCCTGCCTGATCCTCCAAA
TCACCACAGGACTATTCCTAGCCATACACTACTCACCAGACGCCTCAACCGCCTTTTCAT
CAATCGCCCACATCACTCGAGACGTAAATTATGGCTGAATCATCCGCTACCTTCACGCCA
ATGGCGCCTCAATATTCTTTATCTGCCTCTTCCTACACATCGGGCGAGGCCTATATTACG
GATCATTTCTCTACTCAGAAACCTGAAACATCGGCATTATCCTCCTGCTTGCAACTATAG
CAACAGCCTTCATAGGCTATGTCCTCCCGTGAGGCCAAATATCATTCTGAGGGGCCACAG
TAATTACAAACTTACTATCCGCCATCCCATACATTGGGACAGACCTAGTTCAATGAATCT
GAGGAGGCTACTCAGTAGACAGTCCCACCCTCACACGATTCTTTACCTTTCACTTCATCT
TACCCTTCATTATTGCAGCCCTAGCAGCACTCCACCTCCTATTCTTGCACGAAACGGGAT
CAAACAACCCCCTAGGAATCACCTCCCATTCCGATAAAATCACCTTCCACCCTTACTACA
CAATCAAAGACGCCCTCGGCTTACTTCTCTTCCTTCTCTCCTTAATGACATTAACACTAT
TCTCACCAGACCTCCTAGGCGACCCAGACAATTATACCCTAGCCAACCCCTTAAACACCC
CTCCCCACATCAAGCCCGAATGATATTTCCTATTCGCCTACACAATTCTCCGATCCGTCC
CTAACAAACTAGGAGGCGTCCTTGCCCTATTACTATCCATCCTCATCCTAGCAATAATCC
CCATCCTCCATATATCCAAACAACAAAGCATAATATTTCGCCCACTAAGCCAATCACTTT
ATTGACTCCTAGCCGCAGACCTCCTCATTCTAACCTGAATCGGAGGACAACCAGTAAGCT
ACCCTTTTACCATCATTGGACAAGTAGCATCCGTACTATACTTCACAACAATCCTAATCC
TAATACCAACTATCTCCCTAATTGAAAACAAAATACTCAAATGGGCCTGTCCTTGTAGTA
TAAACTAATACACCAGTCTTGTAAACCGGAGACGAAAACCTTTTTCCAAGGACAAATCAG
AGAAAAAGTCTTTAACTCCACCATTAGCACCCAAAGCTAAGATTCTAATTTAAACTATTC
TCTGTTCTTTCATGGGGAAGCAGATTTGGGTACCACCCAAGTATTGACTCACCCATCAAC
AACCGCTATGTATTTCGTACATTACTGCCAGCCACCATGAATATTGTACGGTACCATAAA
TACTTGACCACCTGTAGTACATAAAAACCCAACCCACATCAAACCCCCCCCCCCCATGCT
TACAAGCAAGTACAGCAATCAACCTTCAACTATCACACATCAACTGCAACTCCAAAGCCA
CCCCTCACCCACTAGGATACCAACAAACCTACCCACCCTTAACAGTACATAGTACATAAA
GTCATTTACCGTACATAGCACATTACAGTCAAATCCCTTCTCGTCCCCATGGATGACCCC
CCTCAGATAGGGGTCCCTTGACCACCATCCTCCGTGAAATCAATATCCCGCACAAGAGTG
CTACTCTCCTCGCTCCGGGCCCATAACACTTGGGGGTAGCTAAAGTGAACTGTATCCGAC
ATCTGGTTCCTACTTCAGGGCCATAAAGCCTAAATAGCCCACACGTTCCCCTTAAATAAG
ACATCACGATG
>chr22
gTATTTTCTccctggataatgaaataatctttaaatggcctgttaaattatgcttcaaaa
tgacattgcgagaaatagtgccctccttttgccgtatttccaagttctagggtaattttt
cctAACTCTTGTTTCAGGGAAGTCATTTGTTCTGCTGGCTCCACAGACTGACTCCCATGG
GCACCCCCACGCTGCCCTTTTGACTTGAAGCATTCTGTATTGCTTAGCGATTCTTTCCTG
TCTGCTCATATTTATAAATAAAGACGATGAGGCTCTAAGCTGAGCAGGGTGAAGAGCTGC
CTAGCTTCAGCATTGTGGTGAGCTCTCAGTTTGACATTTTCTCTTGGTCCTCGAGATGGG
GGCTGGATGAGGCGAGGTCTGCAGGCCAGCATCCTTGGGAGATCAGGGagggctgggcat
ggggctgacatgcgatgtgtgcggtcacacagggccccacgcttgggtccatactctgct
gtcactattttgaaattcttaatcatttatgaacaaggggccctgcatcttcagtttgca
ccaagtcccacaatgatgtaggtggtcctgGCTGAGGGATAGATGCAAAGGAGACttttt
tttgaggcagtttcattctgtcacccaggctggagtgcagtggtgcgatcacagcttact
gcagcctcgccctccctggactcaggtgatcctcccacttcagcctcccaagtagctggg
actacaggcacatgccccatgcccggctaattttttttttttttactttttaattttttt
gtagagacaagctctcactatgtgacctcctgggttcaagtgatcctcccaccttggcct
cttgaagcgctgggatacaggtgtgagccaccacgctcagcTGACTTTTTTGCTGGAGTC
Atgagcactctcactgcccagctatgtgctggatttgggaactcaggtgaacaggaccac
cccgTGCTCAAGGTCGTTCCCATCCTTTGTGCCCAGGGGTGGCGTGGGTGGAGAGGACAG
GATGGGGAGTCACAACCCTGGCTCCAGAGCCCAGCCCTCCGGTCCCCCTCCCACCCAAGA
CCCATCCCCAGAGCTGCCCACCCACCCCCCAAATCCCACCCAGGCCTGGTGCTATAAATG
TTCTGTTCCCCGAGTAACCGGCCTATTTGCTCCCTTCCTCTACCTCCCCTTCCCCAAATT
AATTACTAGCTCTTTCTTCAAGCTGTGGAGGCAGAcatagcacctccgagttagaaggtt
ccttagaggtcacggccttcatctccacatctggtgtaaccctcatggcaggtgtgtctg
agactggggcctgcctctgttcccaggctgcccctgcagggagcacagtgcctcaccagg
cggctggtctcaaactaggacatccaaatgcactagaaagctctttctttcacggagctg
aaactgatcttcctgtggctcccaccGGATGGTACcattcattcattcattcattcattc
aCTAaatcgacctttattgagcatctactacatgccaggccttgtgcagagcagtggggg
catgaagatgaacaagacaggccctttgtgatttcacgtaactttcagtttggaaaacag
aaataaaacacatcaccacaactaaagtctaaattgggatccatgctgttgtcaggaagc
atagagagccatcaggtcatggaatggggtcctgcttttgattggggggtgtcactgtat
gtcacactgagggacagacctggggtaggtaagagctggccaggcagagagctgggggaa
agggagtttcaggcagcggggaagcatgcaggaggcctgagggggtgcatgaggaaggga
aaggtgagtgacaggggatgctggagcccagggtttctggggggtgggtgctaagacatg
aggccagagaagggcaagggcttcattgcacAGGCAAGGTCCAGAGGCTGCAGGGATGGT
ATCACTGACAAACTcatagccgtccttcagaagttggggggtggttcctgtcctcctcaa
gtctccccttccagatgaaatgtccccagccttcccaccatttgtcaaaggacagcgttc
atcccttatctgctggactcgcttcaggctgtctctgtccctggcaggagaacgggatcc
caccctcccaatgatggcttatggggtagagagaatgggctgccctcgcctcagtgaagt
gtgggattgcggtggcctggggagtggccatgctcccttttgccgtcaggtcatgttcac
tctccaaaccaggtctctcccaccctggaactaaaagttggtgatttttaaaacccacgt
gaaaaactttgcacttactgctgttgagttcatctCACCGTGGCCTCTTGGAGTCCTGAG
GCAGCCGCTCATTCCATGCACTTCCTGCACTCGcacagctcaggatagtgagtcctgtgg
caccgcactagactcttccagtgtgtgacaaagaccccgtcatcatctctatttgtgttt
ggttgaacccaactcttttatttattattcttttttgagacagggtctctttctgttgcc
caggctggagtgcagtggcgccatctcggctcactacaacctcagcttcctaggttcaag
caattctcatgcctcagcctcccgagtagctgggattacaggcatgcgccgccatgccgg
ctaagttttgtatttttagtagagacggggtttcaccatgttggccagattggtcttgaa
ctcctgacctcaagtgatccaccctcctcggcctcccgaagtgctgggattacaggcatg
agtcactatgtctggccaatcccaactctttgtcttatcatttaagctacacttttctgc
ctctgtccattaggaggtcatgaactattcaatcacattcttgctgaacttgagacgttc
tttatctgtgtatctcccttggtgcatcatgctggtaattctatcTCCTCCCCCAACCAG
AAACAAAATGGCCATTGCCACCTGtggggaggggcctgggcacttctgttaaaagttccc
caagaattctgatgtCTGGTCTCTGGGGGTGAGCCAGGGGTGGAGGGTGAGGCTACTGGG
ATCTCTCCAGAATGAGGTTTGCCAAGGACATGGCTGATGTGGGCCCTGTCTTGGATGAGT
ACAGAGAACAGGAGGCGCCTTACATCTGAAAGACTTCGCAAGCTTCTGACTGTGTGGAGA
ATGGAACAGCTGAGGGCAGGGTGTGCATAGATCAGGAATGCGAACTGCCCCACTCCCCAA
ACACATGCACATCCTTTCACCCCTTCTcaatgttcctccaacgtcagggagcagcaggat
cactggggcatgtgtttaaaagcagatttctggccttagctcagggatccactgccagca
ggcaggcagagcttagaaatctgcattgtaaccaaacgcccaggtggccctgatgtggtc
tgtgggccactggtggagaaATTACAGCTCATTCGACTGTCACAGCAGCCTCTAATCAGG
AGGACTGAAAGGTACAGGTCATGATTCCCAGTCTGGGAACCGCAGGAAGGGGAAGAGAGA
TAGGGAGGGCTCCATCTCTGCATCTGTGTCCAGGATTTGAATAATTTTCATGACAGGTAG
AAGTACTTTGTGAACAGAACAGTGGGAACTCTATGTAAGAAGTTCTGTGATTggccaggc
actgtggctcatgcctataatcccagcactttgggaggctgaggcaggcagatcacctga
ggtcaggagtttgagaccagcctggcaaacatgatgaaaccccatgtctactaaaaatac
aaaaattagtccgggtgcggtggctcacacctgtaatcccagcactttggggtgccaagg
cgggggggggtcacctgaggtcaggagttcgagaccaacatggtgaaaccctgtctctac
taaaaatacaaaaaaattagctgggcgtggtggcagacacctgtaatcccagcgggaggc
tgaggcaggagaactgcttgaacccaggaggcggaggttgccatgagcccagatcgtgcc
actgcactccagcctgggcaatgagagtgaaactccatctccaaaaaaaaaaaaaaaaaa
aaaatacaaatacaaattcaaaaattagccaggcgcagtggcgcacacctgtagtcccag
ctgtttgggcggcaggagaatagcttgaaccgggtggtagagaggttgcagtgagccaag
attgcactcctacactccagcctgggagacagagtctcagtctctaaaaaagaaCTTCTG
TGATCACCCAGTCCAGTGGTGTGTGTCAATTGttccagctactcaggaggctgaggtggg
aggatatcttgagcccaggagttagagatcggtctgggcaacatagcgagagcccatttc
tttaaaacattttttaaaaaagaaTTTCTATGATCATTAATAGTATTAATAAAGTAATAT
TAGTAACTTAGCACCTTGGCtagagggtgagaaggagaggctgggttaggacttgtatcc
tgggctgagtgcagtggctcttgcctgtaatcccagcactttggcaggccgaggtggatg
gatcgcttgagctcagaaggttgagaccagcctgggcaacatggtgaaaccacagctaaa
aaaaaaaaaaatgtgtgtgtctgtagtcccagctactcaggaggctgaggtgggaggatt
gcttgaggctgggaggcggaggttgcagtgagccaagattgcgccactacactgcagcct
gggtgacagagtgagatcctgtctcaaaaaaaaagaaaagagaaaaaaaaaatttattgt
accctggaaacatggtctctggaatgctgggaacagcttctccaccctgactcttacagA
CTCTTGGGAAACAAAAAGCCACTAAGAATTGTTCCTCAGCTCTGGGCTAGGGCTTTCTAG
AAAGATCAGGCAGGTATGTCCCTGCTGAGGTTGCTGGCTGAGAGTTCCTTTTTTCCAAAG
TGCCCCATCAGTGGGACTTCAAAAGGCAAAGGTAATTTAATTCTCTGATGCCTCCAGGAG
TGTGATAAGAATAAGgacgctgactgctgagtgctcacaccgtgcatcatcctgttgaat
ggtcagacaagccctgtgagggctgtggtcagttccacctcacagatgaggcagtgacag
gagtaacttgcctgaggtcacaggctggtaaggggcagagtcaggagttgaacccaggga
gcttagctccaCCAGCTCCACCAGGATTGGGTCCTGGTTCAGTGTGACTGCTGGGtgtat
ttgtcagggatgcatttggctgcaagtaatagaaaacccaaccaactgtggctcaggcaa
atcctgaatccgtgtttttctgacataacacaaagttcTGGTTACTGGTGATAGTTCTGC
AGTGTGGGGGCTGACATCCTTGTGATTTTCCAGGCCTTTCTTTCATGGTCACAAGGCAGC
CGGTGAAGCCGTGGGTGTCATGTCTGAATTAAAGACAGGAAAGAAGGGTGAAGAGTGACA
GGGCATGTCCACTTGGATCAGGAAAATGAGATTTTCTTTCCGGGATCCTTCCCTTCCCTA
GTGCATTTGGCCAGAACTGGGTCTGATGGACACCTGAGTGGCAGCAAGGCTAGGAAAGCA
GAAAGCATCATTGAACTTGGCTAAATCAAACAAGAGTTGTTCCTTGGGTTCAGGCAAGAT
CACAAGAGAGAGAACGCCCATCATGGGGGCACTCCGAGTCAGCCACATTCCTCTCCTTGA
GCCTCAGTTTCTTCACCCACCCTCTGCCAAAGCCGTGGCTCTACCATGTCTCCAAGCCCT
GGTTAGAGCTTCTGGAGCTCTGCCTGTGCTGACTGGGCAGGGGCAGGGCTCTGTTGAGAT
CTCTAACGTCAATACCAACCTAGGCAAGCTCCACAGAGCCCAGTGCCTGTCAGCAGATCC
TGCTGTGGTCATGGGAATCAGAAGGCAATCACTTGGATGCCCAGAAGCCTTTGGAGCTGG
CCTTCCTGCACAACTCTGTGTGCACTATTGGTGGGTAAGGGAAGCCCTCCGAATGTCTTG
AAGCCCAGGGGACCCTTCTGGTTTTGTCATTGACTTTACACTCTGATCTATCCTGGACTT
ACAGGTCTGTCTGCCCTGCGGCTGTGGATGCTCAGATGCactgggtgctctgagggcagg
accaaggctagtcatcatcctgaagtccccagagccgtggaggcatcattacatgtttgt
tTCCTGTCTGTTGCACCCAGGCACGAAAGAGCTGGGGAGAGGATATCTGGAGCCATTTTC
TTTAAGCTGAGCTGCCGTTGGGTGGGCGTGGACTGGGGAAGGTTCCAATAGGAACCTTAG
TGTGTTTTTCTCATTTGCATATGGGATGGGATGGGAGAGAGGGTGATGGTCACTGTGGAG
GCTCGTTTCCATGGAAACAGGATGGTAGCTGCCATGTGTGATGTTGGGGGAAGTCACCAG
AGATTCTCTGGCCACAGGCTGAGGTGCCTGACACGGGTCAATCATGAATCGGGAaggact
atctctgttacgtgggacagaaaccctgaatctggtttaagggagtcaactgtttcctct
actgaaaagccaagaggtctccagcttcagggcccgcttgctctagaatcctgaaagatg
tctctagatggtgtgtgctcctatcccacagctctgctagtctgtgctgacttccctccc
tggagctttcacggtggcagggtggtggcaggcagctcggggctcagtgccgactccctc
cagttcagacacacctttcctttcctagcagttccaatcagtcctgggaactgagcctct
ttggcctggattggctggtgtggggcatgtgctcatccctaagccaatcactgagggtag
ggtgggcagagctcctataggccagacggaggtgaaggctcacccctggcaggatgtgtc
agctgtgcccctatcacgtggctgagggtggggAGGCTGGTCAGGGAGGCTGGAAAGGGA
TGCTGGACAGGGAGGATCCCAGGCCAGGCCTTGTTACTCCTGGAGTTCACAAGGGCGCCC
TGGCTGGTGGAAACCAAGCCGTTTAGGTGGCCTACCATGAACTATCATTAACTGactgag
ttgggcttttttacacccatgatggtgttacatcctgacaatccccagaaattagtattg
ttaacaccattttgcagatgagaaaatggagtgtcagagagattggtagcctgcctcagg
acacactcagcctttatggatcagatctgggattgctcaggtctggctgcccccagggct
cgtgctcACCCATGACATGAAGGGGTTGTACATTTCCAGAGGCTGAAATATAAGCCGTTG
ATTTGCCTCACTAGCCCTCAGAAAGCAGTGAGGTGAGTCCCCTGAGAGGAACATTTCCCC
CAGGCTCTGGTTAGAGCCAAAAGCATCTCTGCACCACACAGAGCCCACTCTCTGGTTCCC
AGCAGCCATTCTCACCTGCCGTGCTGCCAAGACTACTCTGGAGTAATGGAGCTAAGTTTC
ACGGGAGGCAGACATcatgaggcatacactaaaattattcattgtttatctgaagctcag
atttaactgggaagcttctatttatctggcaactctaCCCAGAAATAAACCACTGGAGTA
AAGTAACCCAAATGGAGGCTTGGAGAGAGAAGGTCCAGGTCTTCTGCCACTGAGGTTCCC
AGAGCTGCCCTGGTTCCCACCTGCCTGGGTTCTGTCTTTGCAGCCCATCCCTCAGCTTTG
TGGCCAACCCAGCATTCTTCCCCCAAATCCCCCCTGTACTCTGAGCTTGGCctgagttgg
tttcagagcgtcagtcaactgggcttaataacctctgttctttggcctcataggtttgtg
tgaggaactgcgagtgttgctgttgtttgaatgtgtctcccatagttcatgtgttggcaa
cctaatgccaagtgcaacagagttgagaggtgggacctttaagaagtgaccaggtcatga
ggactcagccctcgtggatggattaatgccattattgtgggagtgggatggttatcgtgg
gagtgggttcctgatgagagggatgagtttggccccttccctgtctcacacacactttct
tgcccttctgccacgtgatgacacagcaagaaagtcctcgccagatgcagctccttgatg
ttggacttcccagcctccagaatcgtaaaccaaattaatttcttttttaaaaataaatca
tccagtctttctgcttctgttatagcagcagaaaatggactaagacaGGtatcttagtct
gtttggggtgctctaacaaaataccataaaccgggtgcctcataaacaacagaaatctag
ttctcacagttctggaggttgggaagtccaagatcaaggtgctggcagattcaatgtctg
gtgggggccacttcctcatagatgagtcttctcattgagtcctcacttgagtcctcacgt
gaaggggcagatgagtttccctttgcctgttttaaaaaggtgctaatctcattcttgagg
gccctgccttcatgatctaatcacctccccaaaggccctaataccatcaccttgggggat
agaatttcaatgtatgaattttaagtggatataaatattcagaccatagcaatgggtgaa
atgacccataaatcatgaggtgctggccacagtcaagggttaatgtcattACTCCCAAAT
CCTCTCTATTATTTccttcctccttctctccctccttccctccatccctccACAGAACAC
CTACTGTGTGCTAGGTCCCCGGATATTGGCAATGGCTGGTGGTCTAGTTACCAACCAACA
CAAGCCTGAGTCATCACAGAGCTGCCTCCTGACAGATGATCTGTGATTTCCAGCATCTCA
GCTTCCCTTCCATTAGCTACATCTTAAATCACATTTTAAGAAAGCCCCCGTGGGCCCCTT
GTGAAGATTGAGGAAACACCCTATTTTTATCAGCCACACACAGAAATCATCTCCTGGGCG
GGGTATTTCCTGGAAAGATGTTAAATCTCAGTCATTTCTTGTGGCTTCTTGTCAGCTCCA
AGCTTTTTTTTTCTTTCTTCTTTTTTTCTGATCTTGTCCCTCAAAttatttgtttgacaa
actcacacagggaatccacctctaagtcagaacctgggctgggcactggggacccagcag
gggctctgagccaacccctgctctgaggaacAGGGACAGGTGCCCAGAGGTGCCCTCATA
GAGGATCAGTGGGACACCAGGCAGAAGAGCTCATCTCTGCCTGGGGGTGGGGTCTGGAGA
GGGCCTCATGTGATTCGTGGGCGCGTGTGAGCTGAGGTAACAGTTGAGGCTGCGATACaa
taatagctcacatttcttggctgttccttgtgtgaggccctgttctgagtactggatctg
tatATGAACATGTTTCaggtcagtgacttgcccaaagtcacatgggacacaagcagcgag
ctgggattggaacccagctctgtactctgacCATCGGGTAGCACTGCCTTGGAGGATGCT
GGCCCTGGTCCTAGTGCTGTGGTGGGCGCTGTGCCTTCCACCTACCTGGTCAGCAGAGGG
TAACGCTCCCGAGCCGGAGGCGCTGGCCTGCTCCGGCCTTGCCGGTGACTGATGCAGTGG
GAGAGGGGGCAGGTCACACAGAGCTCCTGGGTCCCTTGGTACCTGTCTGTGGGACATGGA
TCCCttctttttttttttttgagacagagttttgttcttgtcacccaggctggagtgcag
tggcgcaatctcagctcactgcaacctccgcctcctgggttcaagcgattctcttccctc
agcctcttgagtagctgggattacaggcgtgcgccaccatgcccagctaattttttttta
tttttgtatttttagtagagacagggttttgccatgttagccaggctggtcttgaactcg
tgacttcaggtgatccacctgccttggcctcccaaagtactgggcttacaggcatgagcc
accatgctgggccTGACATGGGCCCCTTCTGTCTCAGTTTCTTCATCTGCAGTGGGTGCT
GTAATCCAGCTGAGAGAGGAGTACTTGAGGGAAGGGGTATGAAGCTTGCGGCAGGTAGCG
AGTGCTCAGATAACCTTTCTAAACCAACCGGGACCCTGAgttccagttgacagaaacaca
gtacaagcaggacctagaacccaaaaggaaggcactggctcaagtaaccggggagagcag
agggtaggtcagggatctgggctcagctggagggaggtcctccaagcatgtggtcaggag
cccgcctctctccagctcttgcttcagccttcctttgtgttggcaaaattctcaggccac
cacagagccaaggtggcctccgggtttgcaggctgctgcttagccagggagaagggctct
tccctgcagtcctggcttaagggctgggctgcctttgtggctcacctgggatcacgtgcc
tatcctgaaccaaccatggtggcccagctgggggcatgggatcctctggtggaccaggcc
tgggtcTCTGGACCTCTGCTAGGAGCCAGGAGCCAGGGAGGGAGGCTCTTCAAGGAATAA
GGTCGGAGTAGAGGGTGCTGGGAAGAAATGGTGTCCACCCTCCCTGCCCTCCTTTGCATG
GCCCCTCTACCAGTCTGACCACACGGGAGCCCCTCTCCCCAGAAGACAGCCACCTCCTCC
TGGGGCGACTTCAGGATGGAAGTGCTCTCTTTAAAGCAACATTACTTACCTAATTAAGCG
CTTAGGAGCTGGCAGGAGGTAGTGGGGAGGTTTTGTTGATTTCTTTTTTAGACTTTTAGC
ACTGAAGTTGCGTGAGAAAGTAACTGTGTAATTAGGAATTAATTTCTCACTCCTGTAAGC
GATGTCTTATTTGGGGCCTGAGGGGAGTCAGCCCACAAGGCGGCCCTTCCTTACCTTCTC
TTTTTGGAATGTGGGCAGGAAGTCCCAGCTGTCTTGGCTGTCACTGGGGTGGAAAGAGGA
GAAGGGGAGGGAGATAGCTTCCTCCATCCCAGGTGGCCCTCAGCAAAAATTGAGACGTGG
TGCTTATGCCTGACATGGCACCTAGGGTGAGCAGACACTCGGgggagatggacggaggcc
acattatggagacccttgaaggtctctttgttctgaaggcaatggggagtcactgagggt
tttaagtgggagtgacacagctaggtctgagtttaggagatttctgctgactgaggaagg
gctgtaggggaggaagcaaggggcaggagggcaattgggaggcttgtgccactgtcggga
cagagggagggtgatccgggctaggacagggagagtggaactgTCAGCAAGCTATCCCAG
GTTGGGCCAATTGGTGCATTGAGTCATTGTCAAGACAGTGAGGTTCCCAGGACACAGACT
TAAACCCACAATTCCTCCCTCCCAACTAAGTGCTCTTCCCTCTTCCCTCCTCTCTCCCCA
TCCTTGTCCTGTGTCCTCCTTTCTATCCTCTTCTGCTCAGAGAAGAATGAGAACTACACG
ATTCTTCACTGTGCAGCTACTATGTTTCTTCTTCACTGAATGCATTTATATGCTCTTATT
CCCCCAGGCAGGAGATGCGGCCACCGCAGAATACCCGCAAATGGTTCATGAAGTGGAGAA
GTGAGAGTTAGGACCCAGGAGAAACATTTAAGCAAATGGATTCCCTGGAAGGATCTACAG
TGTCAAGATCTTTCATGCTGCtaagaactcagtaatatcacatttccttttttgacttgg
ttgccaggaagctcagagctaagatcttgacaccagattctaCAGGAACGTTTTCTTGGG
GGAGCTTTTCACCGGGGTCTGAGGGCTGCACCTGGTGGATTCTCAGGGGAATTTGGGGAA
TGTTTGCCGCAGACATAGACTGCAGGTGTGTTCCCGTGCTGAAGACCCAGAGGGTCATGT
ATGGCGTGAAGGAAAGGGGCTGGGCCAATGTGTTGCTCCAGGCCTGCCCTATTTGGACCA
GCTCAGAGTGTTTGGGAGCTTCAAATGCACTGCCAGGCAGCGGCTGTTTCTGTTCCCCTC
CAAGAtgggggcggatggcggggaggttgcccaagtctgtagccgagagcacacgtgtct
gatcagcctcctgtggcaaggctggggtctgggaggtgttcagatcctaaagttactaac
tgggtcatcgtgggccccccctttgacatccagtcacaacttgtatctcattgaggaccc
tgggatcagtctcttcctgccaccccttgttgtagagaaacacaaagtgtaagaaaacaC
TCTTTGTCggctgggcacggtggctcacgcctgtaatcccagcactttgggaggccaaag
tgggtggatcatctgaggttgggagttcgagaccagcctgaccaacatggagaaactcca
tctctactaaaaatacaaaattagctgggcatggtggtgcatgcctgtaatcccagctac
tcaggaggctgaggcaggagaatcgcttgaacccgggaggcgtaggttgtggtgagctaa
gatagtgccattgcactccagcctgggcaacaagagtgaaactctgtctcaaaaaaaaaa
aaaaaaaaaaaaagaaaagaaaaagaaaaCACTCTTTGTCATCAAGGGGCTGAGTTGTGC
ACGAGGGCAGTCTTGTCCCCCAGCCTATCCTGGGGCAGGGGCCATGGTTGGTGTCCTCAC
TTAACTGAGAGCCAATAGTCCTAGACTGGGTGGGGAAGGTGGAGCCTGGTGGCCGTGTAG
GGGAGGGGAGTTAGGGACCAGCAGGGGGTTGTCCCAAGGGCTCCCTCAATGAGCCAGTCA
TGGATGTGGCTTGCTCTGGTCCGGGGTGGAATGGAGGGAGGCTGTGGCAggagagaataa
tgggcccgcgctcaaatgagtggagattgaaatgggttcccacaggtaaagagaacagtg
cccggcacccagtagggtctcaaACAGCCTTGCTTTTCTGTCTACCCATCCATCTTTCAG
GCATCTGTTTATTTTCATGGCGAGGCTTCATGGGGACGGGAACAAGTCCTTGATGAGCGC
CTGCCAGAGCTGGGCAGGTGTGCCCTCTGGGCTCTGGGAAGGCAGCACGTGGGTGGGTTC
AGTCTGGTGTGGGCTGGGAGCCCCCATCTCCAGCTCACCCAGCAAAGCATGAACTGAGCC
TGAGGGGGTTCCCAGCTCTCCCTAGGGACTGACTCCCCCCACCCCGCCCCCCACAGGATC
TGGAGAACCAAGGCAGGAGAAAGAGAGGCTGCGTCTGTGGGGGTGGGGCATGGTGGGGAG
GGCTGGCTGGAGCTGGGCCTGGCTGCCTGCGATGGGACTCGGCAGTCCTGGGCCCCGCGG
GTGCCAGCGCCTGTTTGTGTGCCTGTGTGTGCCACCCCCGCAGCCCCTCCATCACACGTG
TCTCCCGGCTGCCTGGAGAGCTCTTTCTACAAAATGTGAAAATGACAGTTGGGCTCACCC
ACGCGCAGAATCCTCATGCAGTCCCGCTCCCTCGCTGCCCCTTCCAGGTCACCATCGGCC
CTCACCCTCTCTGCCTAGCTGCTGccccccgcccaccgcacccctcctttcccggcccct
cccccaaccccctcttccctcctcctgctccttcccttggccccctcctccctccctgct
ctctgccagctcccccctccctctttcctccctccccctcAGGTCCCCAAGGTCTCTGTC
TCTAGCTCTAGGTCTCTGTCACTTTTTTGGGTCACTCCCCCTCATCTGAATTTATGCTTG
AGTAGGAGTGTGCATGTATGAGGATGTCCAAGAAGGGAGTGAGTGTGTGTGTGCAGGTGT
GCAGTtgtgtgtgtatttgtgcttgtgtatgcgggtgtgtggttgtttgcatgtgtgtga
ctctgtgtgcaggtgtgtgactgggtgtgtgggtatgtggttgtgtgtatgtgtgacttt
ttttggaggtgtgtgactgtgtgtgtgggtatgtggttgtgtacgtgtgtgtgACTGTGA
TGGTGTGTGACTGTGTGCAGgtgtgtggttgtgtgcctgtgtgtgtgtgtgcaagtgtgt
gactgtgtgtgtgactgtgtgtgcaggtgtgtgattatgtgcgtgtgtgtgattgtgcag
gtgtgtgtttgtgggtgtgtggttgtgtgcgtgtgtgactgtgtgcatgggtgtgactgt
gggtgtgtggttgtgtgCATGTACGTGACTCTGTGTATGCAGGTGTGTGACTGTGCGTGT
GTGCACACAGGTATGGAAGTGTGTGTGCATGCGCTCCAGCGGGTGGGGGATGGATGGTGG
TGGCATTTCAGGGAACGAATGGAGCTTTCACTCAATGACTCTTCAAGCAGCGGGAGGGGG
TGGCAGCTTCACAACAGTCGGACAGGTTTGTGCAGCATGTAGGAAAAGCCTTCATTTCCT
ACTGACAGTGGTGACATGGGTGGTGACAGGTGGAGCTGGCAGCAGTGCTGAAGTCCTGGG
GTGGGAGGTGCCAGGGGAAGGGTCTGGTGATGGGGGGCAGGGGGGGTCATCCTGGAAATG
CAGGCCGGGCCCATCTCCCAGTCGCCCTCAAATGAGGTTTGCTGTGCTTCCACCGTGAAG
GGACCTCAGAGGTCTGCCTCTTGAGGGAGATCTGGGAAGACTTCCTGAAGGAGGCAAACT
GCCTCCAAAGAGCTGCAGGGCTAGTTGAGCATGGAAGGGATGTGGGGTGTGGAGCCGTTT
GGTGCAGGAGATGTTCCTCCCACTTTCAGAGGCTGCTGTGGAAGCTGGGGCTGACATGGG
CCACGGGCCAGGAGGATGCGCTGGGGCAGGAGCCACCTGGCACAGCGCTGGGCACACAGT
GGGAGCCCAACATCTGTGCTCCCTTCATGCTCTAAGCCCTTGCCCACATCTGTCACCGGC
GCCATTTACAGAGGAGGAGACAAGGGCCACCAACCCCAGGCCACATGTTGGCCAGGTGTA
GCTGGAGATCCGACTGCTGTCTTTACTTGCCCTGTCCAGGCAGTAGTGCGCAGGTGGCTG
GAGAATGCTGTGGCCCGGGCCCTGGCCCCAGCTGGCCTCCAGCACCATCCCTCACTCTCT
CTCCTTTCTCTGCAGGATGGTCGAGTACTCCCTGGACCTTCAGAACATCAACCTGTCAGC
CATCCGCACCGTGCGCGTCCTGAGGCCCCTCAAAGCCATCAACCGCGTGCCCAGTGAGTC
AGCCCCGCCCTGTCCACACATTCCTGGCTGATCCATCCCTGGCCAACCCATCCCTGGCCT
ACCTAGCCAATGCCCACCCCCCCACCCTGCTTCGTTCACTTGGAGAAGACTGATTAGGGC
CCGGGTGTGCTCAGGGATCCTGCGGTGTCTATCTAGACAGATGTGCCCTGCTCCCATAGA
GCTCATGGGCCTGAAGACACTGGCAGGTGGTCCCAATGCTTCTGAGTCCCAGGAGAGTCT
GGAGAGCATGCTGGGGAGTCTGGCTTTTCAGGGACGAAGAGTTTATGGGAGAGTGGTCTT
CATAGGATGTCAAGGCAAGCACCCATAGGAAAAGAAGTTGCTTAGTTTGAAGGAGGACGT
CGTAGAGCATTTCACTGGGGCAATGAAACCTGACTCCCTCACTTGTGCTGACTGACTTAG
AAGTCGAGCTCTGTCATTCACCCACCACAGATCGATGTACCTACTCACCCATATGCCTAG
CCACCGGTTcatccatccacccgtccacctatccacctgtccatccatccatccatccgt
ccgtccgtccatccatccatccatccatccatctacctgtccacccatccacctgtctat
ccatccatccatccatccatccatccatccatccatccacccacccacccatccacccac
ccacctgtccacccacccacctgtccatccatctacctgtccacccatccacctgtccat
ccatccacccacccatccatccacccacccatccatccatccatccactcatccatccat
tcacccacccgtccatccatctacctgtccacccatccacctgtccatccatccatccat
ccatccatccatccatccatccatACGTACATACATACATCTGCTCATCTTTCTAGCCAT
CTTTCCATTTGTCCATTCATTCATCTGTATAGTCAGCCAGAcatccacctgtccatccac
tcatccacccatccacctgtccatccatccatctgtccacccacacatccatccacctgc
ccacccaCCTAGTATTAAGAGAGGTTATCTTGCAACCATAAGCCCTGTagagttttcatg
tccatgacctgttttgagccttacagtcattctgagggaggtgagctgttgccattttac
agatgaaaaaactaagacttggagacacgaggttacctgcccagggacgcactgccagtg
agtagcaaaggctggagtcagttaggtcttctgactcctcactgctctcttcTAGGAATG
GGGTGAAGACTGGGGAAAGAGAGGATGAGGGCCCTGCCTGCCTTCCTGGtttttttttgt
tgttgttgtttgtttgtttgtttgtttgttttttttgagacacagcccgtagctctgttg
cccagactggagtccagtggtgtgaacttggctcactgcaacttctgcctcccaggttca
agcaattctcctcctgtctcaccctcatgagtagctgggactacaggcatgtgccaccat
gcctggctaatttttgtatttttagtagggatgaggtttcaccatattggtcaggctggt
ctcgaactcctgacctcaggtgatccacccaccttggcttcccaaagtgctaggattaca
ggcatgagccactgcacctggcTGCCTGGGGCTTTTATACGCATTTACCCACTTCCTATG
GTCCAGGAACTTGACATCTGATGGCTCAACAACCTGTGGgaggctcagagaagttaagtg
actcacacaaagtcacacagcaattcagcggcagagctggaatctgaacagagttctgtc
tgtcctcagcccagtttatttccTGGCTGTGTCTGACCCCTTGCTTCTCTTCCCTGCCTG
AGCTTCTGTTTCCCCATCTGCCAAAGAGTACAGGTCTCCTGGCACCTGCTCCCCCTCCAC
AGGTAGTGCTGTCCCCATTCCTTTATTCCTAGCCCTGGGGCCTTGGGGCTCTGTCACCCA
CCCCACCCAGCCAACCTCTGTGGTCCATCCATCCTGAGCGCCCTGTGGGGCTGGCCTGAC
CCCGGGCTTGCAGAATGCATCAGTCAGTCTGGGCAGGCCTGGCGGGGCAGGAGAGGCCAT
GCTTCAGAATATCTGTGGAGCAAGGTGACCAGGAGGGTGGCAGAGCTTTCTGAGCCTGGA
GGGTGGCCCAATCCTGCTTTGTTCTGAGAGGGACTGGCTTGGCTTGGGTAGGGCACAGAG
GGGGCCTGGGGGCTGGGGTCTCAAGGTCACAATACGATAGAAAACGCTGGGGGTCCTCAG
TGCTACTGTGAGGGTCTTGGGGAAGGGTTTGGGAGGCGAGGTAGGGCAAGTGAGTAGTGG
GAACCAAAGCTGTGCGGGAGGGGGAGGGGGAGTTCAGCTCTACCAGCCTGGCCCCTTCCC
ACTGCCCTAGGGAGACCCCCTTGGGCACAGGGAGGGGACATGCGGAGAGGCCATTTTAGG
GCCAGCTTCTCTCTGTCCTCATCCCCTCCAATCccagagggctccttgaagatcacctag
ttcaaaaccatctttcccacatttaacaaatgaggaaactaaggtccagagagggtcgtg
gctagtccagggtcacacagcaattcagtgTGACCAAACAGCAGTTCAGGAAGGACCAAG
CCAAACCAGCACACCTTCCCCAACAGTGTGTGATTTTCTCCCATGTGCCCCACCTGACTT
TACTGGGAAATGAGCCAAAAGGTGGCCTccgtacactcagcacccagaactctgcctggc
ggacagaaggcgcgccaaagacacgtgtgaaatggaCACAGCAGGTGTACTGAGCTGTGT
ACTGTGCCAGGACCACAGAGCTATACATGCTCCTGTGCCGGGCATGAGGAGGCAGGGAGA
ATGGGGCTgggggtcgggaggcctccgggagaaggggatgtctgagttgagacccagggg
aggatggggattgagtaggtggagggggagggctgggcggcagtagcgggggttcaggga
gtgtaaagggcttggggagggagcTGCAGGAGCTGGGGGTTACAGGCTGGGTGGACCAAG
GGGTGGGGCATGAGGCTGGAGAGGACAGGGCCTGGGCATGGACCATGTGCCTGAGGGCAG
TGGGAGCATAGGAAGAGGTTAGCAAGTGGTTGCTTTAGAAACACCCCTGGCCAGAGTGCG
GTgtggggggggcggtggggggggcagtgggggTGAGCTGGACATGGGACTGCTCCTGGA
ACAGGTGTGAGCGAATGGCCGGTACTGGGCAGGGGTGGGGGTGGGATGCAGAGCAGCAAG
TGGGTGGGAGAGGGACTGCTGGGCCCAGTCCAGGTCCTCCTTGAGTGTCTGGTGTGGGCA
CCTGGGTGGGCGGGAGGGACCTCAGCTCTCAGGGGCCAGCACAGAGGGCCACGTCGCTCC
TGGCTCCCACCCACAGTGCTGCTTGTTTCTGTCCTGGGGGACGGCGGGGGCTGCCCTCAG
CAGGCAGCTGCCATGGGACCATGGTCACACTCCAGGCCACGGAGCCCACAGGCACCGCCA
CCTTCCAGAGGTGTGTGCACGTTGCAGAGGGTCGCACACAAGGGATGTTTGTACGTGATC
TTGATCTGAACCTCTTGTCCGGTCTAGGGTCTGCCCAGCAGGGGGCAGCACTGTGATGGG
ACCGCTGAGGCTGCAGGCGGGCTTAGGGGCATGGGACGGGACACGGGCGGAGGCCTCGCT
CTTGCCAGGCGGGCTTCTCTACATCtgtgtgagggtgtgtgtgggtgtgagggtgtgtgt
gggtgtgagggtgtgtgtCCACCAGAGAACACGTGTGAGGACGTGTGTGCACGAGTGTGT
GTGCAATGAAGGGTGTGCACAGGTGAGTATGTGCCTGTGAGGTGCGTGTGCACATGTAAG
TACATGGGAGAGtgtgtgtgcatgtgacaatgtgtgcatctgaggatgtgtgtgcacaag
tgagcaaatgtgaaagcctgcacacgtgaatgggcacatgtaagggtgtgtacatgtgag
agtgcgtgcctatgaaagtgtgtgtgttgtgagggtgtgtgctgtgtctgcctgggaggg
tgtctgtgtatgCCTATGAATATGTTCATGCCTGAGCATAtgtgtgcttgtgtgtgtgtg
cctgtgagggtgtgtgtgcctgtgagagtgtttgctgtgatgtgtgtgtgcctgtgaggg
tgtgtgtgcctgtgtgtgtgtgtgcctgtgtgtgtatgtgtgCTGCGAGGGGGTATGCCT
GTGAGGGgtgtgtggctgtgagggtgtgtgtgctgtgaggaggtgtgttatgaaagtatg
cgtgcctgtgaacatgcgtgtgtctatgagcctatgtgtgcctgtgggggtgtgtatgtc
tgtgaaagggtgtgtacgtgtcaagagtgtgtgtgtgcctctgagcgtgtgtgcgtccat
aaaggggtgtgcctgtgagggtgtgtgtgtgtgaagtgtgtgtgtgcgcctgtgagggtg
tatgtgtgacgtgtttgtgtgtgtgcctgtgagggtgtgtgtgaaagggtgtgtatgtgt
CAAGGGTGTGTGTGCGCCTCT


================================================
FILE: depth/test/hg19.fa.fai
================================================
chrM	16571	6	60	61
chr22	20001	16861	60	61


================================================
FILE: depth/test/run.sh
================================================
#!/bin/bash

goleft depth --windowsize 10 --q 1 --mincov 4 --reference hg19.fa --processes 1 --stats --bed Test1-coverage.depth-tocalculate-windows.bed --prefix out Test1-sort.bam


================================================
FILE: depthwed/depthwed.go
================================================
// Package depthwed combines files from goleft depth into matrices.
package depthwed

import (
	"bufio"
	"bytes"
	"fmt"
	"io"
	"log"
	"os"
	"strconv"
	"strings"

	arg "github.com/alexflint/go-arg"
	"github.com/brentp/xopen"
)

type cliargs struct {
	Size int      `arg:"-s,required,help:sizes of windows to aggregate to must be >= window in input files."`
	Beds []string `arg:"positional,required,help:depth.bed files from goleft depth"`
}

func pcheck(e error) {
	if e != nil {
		log.Fatal(e)
	}
}

// Main is run from the dispatcher
func Main() {

	cli := cliargs{}
	arg.MustParse(&cli)
	run(cli)
}

func getNameFromFile(f string) string {
	tmp := strings.Split(f, "/")
	tmpn := tmp[len(tmp)-1]
	for _, suff := range []string{".gz", ".bed", ".depth"} {
		if strings.HasSuffix(tmpn, suff) {
			tmpn = tmpn[:len(tmpn)-len(suff)]
		}
	}
	return strings.TrimSuffix(tmpn, "\n")
}

func run(args cliargs) {

	stdout := bufio.NewWriter(os.Stdout)
	defer stdout.Flush()

	beds := make([]*xopen.Reader, len(args.Beds))
	names := make([]string, 3+len(args.Beds))
	names[0], names[1], names[2] = "#chrom", "start", "end"
	var err error
	for i, f := range args.Beds {
		beds[i], err = xopen.Ropen(f)
		pcheck(err)
		names[i+3] = getNameFromFile(f)
	}
	stdout.WriteString(strings.Join(names, "\t") + "\n")

	depths, eof := next(beds, args.Size)
	for ; !eof; depths, eof = next(beds, args.Size) {
		fmt.Fprintf(stdout, "%s\t%d\t%d", depths[0].chrom, depths[0].start, depths[0].end)
		for _, d := range depths {
			fmt.Fprintf(stdout, "\t%d", d.depth)
		}
		stdout.Write([]byte{'\n'})
	}

}

type depth struct {
	chrom string
	start int
	end   int
	depth int
}

func mustAtoi(s string) int {
	v, err := strconv.Atoi(s)
	pcheck(err)
	return v
}
func mustAtof(s string) float64 {
	v, err := strconv.ParseFloat(s, 64)
	pcheck(err)
	return v
}

func sFromLine(l string) depth {

	toks := strings.Split(strings.TrimSuffix(l, "\n"), "\t")
	dep := mustAtof(toks[3])
	d := depth{
		chrom: toks[0],
		start: mustAtoi(toks[1]),
		end:   mustAtoi(toks[2]),
	}

	d.depth = int(0.5 + dep) //*float64(d.end-d.start))
	return d

}

func getNextChrom(r *bufio.Reader) string {
	chromLine, _ := r.Peek(100)
	var chrom string
	if len(chromLine) > 0 {
		chrom = string(chromLine[:bytes.Index(chromLine, []byte("\t"))])
	}
	return chrom
}

func next(beds []*xopen.Reader, size int) (depths []depth, eof bool) {
	depths = make([]depth, len(beds))
	eof = false
	k := 0
	// endSeen makes sure we only print the indivisible message once per chrom
	endSeen := false

	chrom := getNextChrom(beds[0].Reader)

	for !eof && depths[0].end-depths[0].start < size && chrom == getNextChrom(beds[0].Reader) {

		for i, bed := range beds {
			line, err := bed.ReadString('\n')
			if err == io.EOF {
				if i > 0 && !eof {
					panic("not all files have same number of records")
				}
				eof = true
				continue
			} else if err != nil {
				panic(err)
			}
			if k == 0 {
				depths[i] = sFromLine(line)
				if depths[i].chrom != chrom {
					log.Fatalf("got unexpected chromosome from %s: %s", bed, depths[i].chrom)
				}
				if size%(depths[i].end-depths[i].start) != 0 && !endSeen {
					endSeen = true
					log.Printf("size %d indivisible by interval in line: %s likely chromosome change.", size, line)
				}
			} else {
				tmp := sFromLine(line)
				depths[i].end = tmp.end
				depths[i].depth += tmp.depth
			}
		}
		k++
	}
	return depths, eof
}


================================================
FILE: docs/index.html
================================================
<html>
    <body>
        <h1><a href="indexcov/index.html">IndexCov</a></h1>
    </body>
</html>


================================================
FILE: docs/indexcov/ex-indexcov-depth-15.html
================================================
<!DOCTYPE html>
<html>
    <head>
		<script src="https://code.jquery.com/jquery-2.2.4.min.js"></script>
		<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.3.0/Chart.bundle.js"></script>
		<script>
		
/*!
 * chartjs-plugin-annotation.js
 * http://chartjs.org/
 * Version: 0.4.3
 *
 * Copyright 2016 Evert Timberg
 * Released under the MIT license
 * https://github.com/chartjs/Chart.Annotation.js/blob/master/LICENSE.md
 */
(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){

},{}],2:[function(require,module,exports){
function isValid(num) {
	return !isNaN(num) && isFinite(num);
}

function decorate(obj, prop, func) {
	var prefix = '$';
	if (!obj[prefix + prop]) {
		obj[prefix + prop] = obj[prop].bind(obj);
		obj[prop] = function() {
			return func(obj[prefix + prop]);
		};
	}
}

module.exports = {
	isValid: isValid,
	decorate: decorate
};

},{}],3:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('./helpers.js');

// Configure plugin namespace
Chart.Annotation = Chart.Annotation || {};

var DRAW_AFTER = 'afterDraw';
var DRAW_AFTER_DATASETS = 'afterDatasetsDraw';
var DRAW_BEFORE_DATASETS = 'beforeDatasetsDraw';

Chart.Annotation.drawTimeOptions = {
	afterDraw: DRAW_AFTER,
	afterDatasetsDraw: DRAW_AFTER_DATASETS,
	beforeDatasetsDraw: DRAW_BEFORE_DATASETS
};

var annotationTypes =
Chart.Annotation.types = {
	line: require('./types/line.js')(Chart),
	box: require('./types/box.js')(Chart)
};

// Default plugin options
var annotationDefaults =
Chart.Annotation.defaults = {
	drawTime: DRAW_AFTER,
	annotations: []
};

// Default annotation label options
var labelDefaults =
Chart.Annotation.labelDefaults = {
	backgroundColor: 'rgba(0,0,0,0.8)',
	fontFamily: Chart.defaults.global.defaultFontFamily,
	fontSize: Chart.defaults.global.defaultFontSize,
	fontStyle: 'bold',
	fontColor: '#fff',
	xPadding: 6,
	yPadding: 6,
	cornerRadius: 6,
	position: 'center',
	xAdjust: 0,
	yAdjust: 0,
	enabled: false,
	content: null
};

function draw(chartInstance, easingDecimal) {
	if (chartHelpers.isArray(chartInstance.annotations)) {
		chartInstance.annotations.forEach(function(annotation) {
			annotation.transition(easingDecimal)
				.draw(chartInstance.chart.ctx);
		});
	}
}

function initConfig(config) {
	config = chartHelpers.configMerge(annotationDefaults, config);
	if (chartHelpers.isArray(config.annotations)) {
		config.annotations.forEach(function(annotation) {
			annotation.label = chartHelpers.configMerge(labelDefaults, annotation.label);
		});
	}
	return config;
}

function build(configs, chartInstance) {
	return configs
		.filter(function(config) {
			return !!annotationTypes[config.type];
		})
		.map(function(config, i) {
			var annotation = annotationTypes[config.type];
			var annotationObject = new annotation({
				_index: i,
				config: config
			});

			// Set the data range for this annotation
			annotationObject.setRanges(config, chartInstance);

			return annotationObject;
		});
}

function getScaleLimits(scaleId, annotations, scaleMin, scaleMax) {
	var ranges = annotations.filter(function(annotation) {
		return !!annotation._model.ranges[scaleId];
	}).map(function(annotation) {
		return annotation._model.ranges[scaleId];
	});

	var min = ranges.map(function(range) {
		return Number(range.min);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b < a ? b : a;
	}, scaleMin);

	var max = ranges.map(function(range) {
		return Number(range.max);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b > a ? b : a;
	}, scaleMax);

	return {
		min: min,
		max: max
	};
}

var annotationPlugin = {
	beforeInit: function(chartInstance) {
		// Decorate Chart.Controller.buildScales() so we can decorate each scale
		// instance's determineDataLimits() method
		helpers.decorate(chartInstance, 'buildScales', function(previous) {
			previous();

			// Decorate Chart.Scale.determineDataLimits() so we can
			// check the annotation values and adjust the scale range
			Object.keys(chartInstance.scales).forEach(function(scaleId) {
				var scale = chartInstance.scales[scaleId];

				helpers.decorate(scale, 'determineDataLimits', function(previous) {
					previous();

					if (chartInstance.annotations) {
						var range = getScaleLimits(scaleId, chartInstance.annotations, scale.min, scale.max);
						if (typeof scale.options.ticks.min === 'undefined' && typeof scale.options.ticks.suggestedMin === 'undefined') {
							scale.min = range.min;
						}
						if (typeof scale.options.ticks.max === 'undefined' && typeof scale.options.ticks.suggestedMax === 'undefined') {
							scale.max = range.max;
						}
					}
				});
			});
		});
	},
	beforeUpdate: function(chartInstance) {
		// Build the configuration with all the defaults set
		var config = chartInstance.options.annotation;
		config = initConfig(config || {});

		if (chartHelpers.isArray(config.annotations)) {
			chartInstance.annotations = build(config.annotations, chartInstance);
			chartInstance.annotations._config = config;
		}
	},
	afterScaleUpdate: function(chartInstance) {
		if (chartHelpers.isArray(chartInstance.annotations)) {
			chartInstance.annotations.forEach(function(annotation) {
				annotation.configure(annotation.config, chartInstance);
			});
		}
	},
	afterDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER) {
			draw(chartInstance, easingDecimal);
		}
	},
	afterDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	},
	beforeDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_BEFORE_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	}
};

module.exports = annotationPlugin;
Chart.pluginService.register(annotationPlugin);

},{"./helpers.js":2,"./types/box.js":4,"./types/line.js":5,"chart.js":1}],4:[function(require,module,exports){
var helpers = require('../helpers.js');

// Box Annotation implementation
module.exports = function(Chart) {
	var BoxAnnotation = Chart.Element.extend({
		setRanges: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			model.ranges = {};

			if (xScale) {
				min = helpers.isValid(options.xMin) ? options.xMin : xScale.getPixelForValue(chartArea.left);
				max = helpers.isValid(options.xMax) ? options.xMax : xScale.getPixelForValue(chartArea.right);

				model.ranges[options.xScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? options.yMin : yScale.getPixelForValue(chartArea.bottom);
				max = helpers.isValid(options.yMax) ? options.yMax : yScale.getPixelForValue(chartArea.top);

				model.ranges[options.yScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}
		},
		configure: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			var left = chartArea.left, 
				top = chartArea.top, 
				right = chartArea.right, 
				bottom = chartArea.bottom;

			var min, max;

			if (xScale) {
				min = helpers.isValid(options.xMin) ? xScale.getPixelForValue(options.xMin) : chartArea.left;
				max = helpers.isValid(options.xMax) ? xScale.getPixelForValue(options.xMax) : chartArea.right;
				left = Math.min(min, max);
				right = Math.max(min, max);
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? yScale.getPixelForValue(options.yMin) : chartArea.bottom;
				max = helpers.isValid(options.yMax) ? yScale.getPixelForValue(options.yMax) : chartArea.top;
				top = Math.min(min, max);
				bottom = Math.max(min, max);
			}

			// Ensure model has rect coordinates
			model.left = left;
			model.top = top;
			model.right = right;
			model.bottom = bottom;

			// Stylistic options
			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.backgroundColor = options.backgroundColor;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;
			ctx.fillStyle = view.backgroundColor;

			// Draw
			var width = view.right - view.left,
				height = view.bottom - view.top;
			ctx.fillRect(view.left, view.top, width, height);
			ctx.strokeRect(view.left, view.top, width, height);
		}
	});

	return BoxAnnotation;
};

},{"../helpers.js":2}],5:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('../helpers.js');

// Line Annotation implementation
module.exports = function(Chart) {
	var horizontalKeyword = 'horizontal';
	var verticalKeyword = 'vertical';

	var LineAnnotation = Chart.Element.extend({
		setRanges: function(options) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			model.ranges = {};
			model.ranges[options.scaleID] = {
				min: options.value,
				max: options.endValue || options.value
			};
		},
		configure: function(options, chartInstance) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			var scale = chartInstance.scales[options.scaleID];
			var pixel, endPixel;
			if (scale) {
				pixel = helpers.isValid(options.value) ? scale.getPixelForValue(options.value) : NaN;
				endPixel = helpers.isValid(options.endValue) ? scale.getPixelForValue(options.endValue) : pixel;
			}

			var chartArea = chartInstance.chartArea;
			var ctx = chartInstance.chart.ctx;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			if (!isNaN(pixel)) {
				if (options.mode == horizontalKeyword) {
					model.x1 = chartArea.left;
					model.x2 = chartArea.right;
					model.y1 = pixel;
					model.y2 = endPixel;
				} else {
					model.y1 = chartArea.top;
					model.y2 = chartArea.bottom;
					model.x1 = pixel;
					model.x2 = endPixel;
				}
			}

			model.mode = options.mode;

			// Figure out the label:
			model.labelBackgroundColor = options.label.backgroundColor;
			model.labelFontFamily = options.label.fontFamily;
			model.labelFontSize = options.label.fontSize;
			model.labelFontStyle = options.label.fontStyle;
			model.labelFontColor = options.label.fontColor;
			model.labelXPadding = options.label.xPadding;
			model.labelYPadding = options.label.yPadding;
			model.labelCornerRadius = options.label.cornerRadius;
			model.labelPosition = options.label.position;
			model.labelXAdjust = options.label.xAdjust;
			model.labelYAdjust = options.label.yAdjust;
			model.labelEnabled = options.label.enabled;
			model.labelContent = options.label.content;

			ctx.font = chartHelpers.fontString(model.labelFontSize, model.labelFontStyle, model.labelFontFamily);
			var textWidth = ctx.measureText(model.labelContent).width;
			var textHeight = ctx.measureText('M').width;
			var labelPosition = calculateLabelPosition(model, textWidth, textHeight, model.labelXPadding, model.labelYPadding);
			model.labelX = labelPosition.x - model.labelXPadding;
			model.labelY = labelPosition.y - model.labelYPadding;
			model.labelWidth = textWidth + (2 * model.labelXPadding);
			model.labelHeight = textHeight + (2 * model.labelYPadding);

			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.borderDash = options.borderDash || [];
			model.borderDashOffset = options.borderDashOffset || 0;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;

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				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
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				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y2 - ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
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				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x1 + xa;
				ret.y = fx(ret.x) + ya;
			break;
			
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				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x2 - xa;
				ret.y = fx(ret.x) + ya;
			break;

			// center align
			default:
				ret.x = ((view.x1 + view.x2 - width) / 2) + view.labelXAdjust;
				ret.y = ((view.y1 + view.y2 - height) / 2) + view.labelYAdjust;
		}

		return ret;
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	return LineAnnotation;
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		</script>
    </head>
    <body>
	
	
        <h4>Here we see a single sample with a very large deletion. Also note that this is an acrocentric chromosome.</h4>
        <h5>Each line is a sample.</h5>
        <h5>The legend at the top of the plot shows the sample id from the bam read-group.</h5>
	
        <canvas id="canvas0" height="800" width="800"></canvas>
		<hr>
	
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	""
    </script>
</html>


================================================
FILE: docs/indexcov/ex-indexcov-depth-X.html
================================================
<!DOCTYPE html>
<html>
    <head>
		<script src="https://code.jquery.com/jquery-2.2.4.min.js"></script>
		<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.3.0/Chart.bundle.js"></script>
		<script>
		
/*!
 * chartjs-plugin-annotation.js
 * http://chartjs.org/
 * Version: 0.4.3
 *
 * Copyright 2016 Evert Timberg
 * Released under the MIT license
 * https://github.com/chartjs/Chart.Annotation.js/blob/master/LICENSE.md
 */
(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){

},{}],2:[function(require,module,exports){
function isValid(num) {
	return !isNaN(num) && isFinite(num);
}

function decorate(obj, prop, func) {
	var prefix = '$';
	if (!obj[prefix + prop]) {
		obj[prefix + prop] = obj[prop].bind(obj);
		obj[prop] = function() {
			return func(obj[prefix + prop]);
		};
	}
}

module.exports = {
	isValid: isValid,
	decorate: decorate
};

},{}],3:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('./helpers.js');

// Configure plugin namespace
Chart.Annotation = Chart.Annotation || {};

var DRAW_AFTER = 'afterDraw';
var DRAW_AFTER_DATASETS = 'afterDatasetsDraw';
var DRAW_BEFORE_DATASETS = 'beforeDatasetsDraw';

Chart.Annotation.drawTimeOptions = {
	afterDraw: DRAW_AFTER,
	afterDatasetsDraw: DRAW_AFTER_DATASETS,
	beforeDatasetsDraw: DRAW_BEFORE_DATASETS
};

var annotationTypes =
Chart.Annotation.types = {
	line: require('./types/line.js')(Chart),
	box: require('./types/box.js')(Chart)
};

// Default plugin options
var annotationDefaults =
Chart.Annotation.defaults = {
	drawTime: DRAW_AFTER,
	annotations: []
};

// Default annotation label options
var labelDefaults =
Chart.Annotation.labelDefaults = {
	backgroundColor: 'rgba(0,0,0,0.8)',
	fontFamily: Chart.defaults.global.defaultFontFamily,
	fontSize: Chart.defaults.global.defaultFontSize,
	fontStyle: 'bold',
	fontColor: '#fff',
	xPadding: 6,
	yPadding: 6,
	cornerRadius: 6,
	position: 'center',
	xAdjust: 0,
	yAdjust: 0,
	enabled: false,
	content: null
};

function draw(chartInstance, easingDecimal) {
	if (chartHelpers.isArray(chartInstance.annotations)) {
		chartInstance.annotations.forEach(function(annotation) {
			annotation.transition(easingDecimal)
				.draw(chartInstance.chart.ctx);
		});
	}
}

function initConfig(config) {
	config = chartHelpers.configMerge(annotationDefaults, config);
	if (chartHelpers.isArray(config.annotations)) {
		config.annotations.forEach(function(annotation) {
			annotation.label = chartHelpers.configMerge(labelDefaults, annotation.label);
		});
	}
	return config;
}

function build(configs, chartInstance) {
	return configs
		.filter(function(config) {
			return !!annotationTypes[config.type];
		})
		.map(function(config, i) {
			var annotation = annotationTypes[config.type];
			var annotationObject = new annotation({
				_index: i,
				config: config
			});

			// Set the data range for this annotation
			annotationObject.setRanges(config, chartInstance);

			return annotationObject;
		});
}

function getScaleLimits(scaleId, annotations, scaleMin, scaleMax) {
	var ranges = annotations.filter(function(annotation) {
		return !!annotation._model.ranges[scaleId];
	}).map(function(annotation) {
		return annotation._model.ranges[scaleId];
	});

	var min = ranges.map(function(range) {
		return Number(range.min);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b < a ? b : a;
	}, scaleMin);

	var max = ranges.map(function(range) {
		return Number(range.max);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b > a ? b : a;
	}, scaleMax);

	return {
		min: min,
		max: max
	};
}

var annotationPlugin = {
	beforeInit: function(chartInstance) {
		// Decorate Chart.Controller.buildScales() so we can decorate each scale
		// instance's determineDataLimits() method
		helpers.decorate(chartInstance, 'buildScales', function(previous) {
			previous();

			// Decorate Chart.Scale.determineDataLimits() so we can
			// check the annotation values and adjust the scale range
			Object.keys(chartInstance.scales).forEach(function(scaleId) {
				var scale = chartInstance.scales[scaleId];

				helpers.decorate(scale, 'determineDataLimits', function(previous) {
					previous();

					if (chartInstance.annotations) {
						var range = getScaleLimits(scaleId, chartInstance.annotations, scale.min, scale.max);
						if (typeof scale.options.ticks.min === 'undefined' && typeof scale.options.ticks.suggestedMin === 'undefined') {
							scale.min = range.min;
						}
						if (typeof scale.options.ticks.max === 'undefined' && typeof scale.options.ticks.suggestedMax === 'undefined') {
							scale.max = range.max;
						}
					}
				});
			});
		});
	},
	beforeUpdate: function(chartInstance) {
		// Build the configuration with all the defaults set
		var config = chartInstance.options.annotation;
		config = initConfig(config || {});

		if (chartHelpers.isArray(config.annotations)) {
			chartInstance.annotations = build(config.annotations, chartInstance);
			chartInstance.annotations._config = config;
		}
	},
	afterScaleUpdate: function(chartInstance) {
		if (chartHelpers.isArray(chartInstance.annotations)) {
			chartInstance.annotations.forEach(function(annotation) {
				annotation.configure(annotation.config, chartInstance);
			});
		}
	},
	afterDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER) {
			draw(chartInstance, easingDecimal);
		}
	},
	afterDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	},
	beforeDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_BEFORE_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	}
};

module.exports = annotationPlugin;
Chart.pluginService.register(annotationPlugin);

},{"./helpers.js":2,"./types/box.js":4,"./types/line.js":5,"chart.js":1}],4:[function(require,module,exports){
var helpers = require('../helpers.js');

// Box Annotation implementation
module.exports = function(Chart) {
	var BoxAnnotation = Chart.Element.extend({
		setRanges: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			model.ranges = {};

			if (xScale) {
				min = helpers.isValid(options.xMin) ? options.xMin : xScale.getPixelForValue(chartArea.left);
				max = helpers.isValid(options.xMax) ? options.xMax : xScale.getPixelForValue(chartArea.right);

				model.ranges[options.xScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? options.yMin : yScale.getPixelForValue(chartArea.bottom);
				max = helpers.isValid(options.yMax) ? options.yMax : yScale.getPixelForValue(chartArea.top);

				model.ranges[options.yScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}
		},
		configure: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			var left = chartArea.left, 
				top = chartArea.top, 
				right = chartArea.right, 
				bottom = chartArea.bottom;

			var min, max;

			if (xScale) {
				min = helpers.isValid(options.xMin) ? xScale.getPixelForValue(options.xMin) : chartArea.left;
				max = helpers.isValid(options.xMax) ? xScale.getPixelForValue(options.xMax) : chartArea.right;
				left = Math.min(min, max);
				right = Math.max(min, max);
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? yScale.getPixelForValue(options.yMin) : chartArea.bottom;
				max = helpers.isValid(options.yMax) ? yScale.getPixelForValue(options.yMax) : chartArea.top;
				top = Math.min(min, max);
				bottom = Math.max(min, max);
			}

			// Ensure model has rect coordinates
			model.left = left;
			model.top = top;
			model.right = right;
			model.bottom = bottom;

			// Stylistic options
			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.backgroundColor = options.backgroundColor;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;
			ctx.fillStyle = view.backgroundColor;

			// Draw
			var width = view.right - view.left,
				height = view.bottom - view.top;
			ctx.fillRect(view.left, view.top, width, height);
			ctx.strokeRect(view.left, view.top, width, height);
		}
	});

	return BoxAnnotation;
};

},{"../helpers.js":2}],5:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('../helpers.js');

// Line Annotation implementation
module.exports = function(Chart) {
	var horizontalKeyword = 'horizontal';
	var verticalKeyword = 'vertical';

	var LineAnnotation = Chart.Element.extend({
		setRanges: function(options) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			model.ranges = {};
			model.ranges[options.scaleID] = {
				min: options.value,
				max: options.endValue || options.value
			};
		},
		configure: function(options, chartInstance) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			var scale = chartInstance.scales[options.scaleID];
			var pixel, endPixel;
			if (scale) {
				pixel = helpers.isValid(options.value) ? scale.getPixelForValue(options.value) : NaN;
				endPixel = helpers.isValid(options.endValue) ? scale.getPixelForValue(options.endValue) : pixel;
			}

			var chartArea = chartInstance.chartArea;
			var ctx = chartInstance.chart.ctx;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			if (!isNaN(pixel)) {
				if (options.mode == horizontalKeyword) {
					model.x1 = chartArea.left;
					model.x2 = chartArea.right;
					model.y1 = pixel;
					model.y2 = endPixel;
				} else {
					model.y1 = chartArea.top;
					model.y2 = chartArea.bottom;
					model.x1 = pixel;
					model.x2 = endPixel;
				}
			}

			model.mode = options.mode;

			// Figure out the label:
			model.labelBackgroundColor = options.label.backgroundColor;
			model.labelFontFamily = options.label.fontFamily;
			model.labelFontSize = options.label.fontSize;
			model.labelFontStyle = options.label.fontStyle;
			model.labelFontColor = options.label.fontColor;
			model.labelXPadding = options.label.xPadding;
			model.labelYPadding = options.label.yPadding;
			model.labelCornerRadius = options.label.cornerRadius;
			model.labelPosition = options.label.position;
			model.labelXAdjust = options.label.xAdjust;
			model.labelYAdjust = options.label.yAdjust;
			model.labelEnabled = options.label.enabled;
			model.labelContent = options.label.content;

			ctx.font = chartHelpers.fontString(model.labelFontSize, model.labelFontStyle, model.labelFontFamily);
			var textWidth = ctx.measureText(model.labelContent).width;
			var textHeight = ctx.measureText('M').width;
			var labelPosition = calculateLabelPosition(model, textWidth, textHeight, model.labelXPadding, model.labelYPadding);
			model.labelX = labelPosition.x - model.labelXPadding;
			model.labelY = labelPosition.y - model.labelYPadding;
			model.labelWidth = textWidth + (2 * model.labelXPadding);
			model.labelHeight = textHeight + (2 * model.labelYPadding);

			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.borderDash = options.borderDash || [];
			model.borderDashOffset = options.borderDashOffset || 0;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;

			if (ctx.setLineDash) {
				ctx.setLineDash(view.borderDash);
			}
			ctx.lineDashOffset = view.borderDashOffset;

			// Draw
			ctx.beginPath();
			ctx.moveTo(view.x1, view.y1);
			ctx.lineTo(view.x2, view.y2);
			ctx.stroke();
			ctx.restore();

			if (view.labelEnabled && view.labelContent) {
				ctx.beginPath();
				ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
				ctx.clip();

				ctx.fillStyle = view.labelBackgroundColor;
				// Draw the tooltip
				chartHelpers.drawRoundedRectangle(
					ctx,
					view.labelX, // x
					view.labelY, // y
					view.labelWidth, // width
					view.labelHeight, // height
					view.labelCornerRadius // radius
				);
				ctx.fill();

				// Draw the text
				ctx.font = chartHelpers.fontString(
					view.labelFontSize,
					view.labelFontStyle,
					view.labelFontFamily
				);
				ctx.fillStyle = view.labelFontColor;
				ctx.textAlign = 'center';
				ctx.textBaseline = 'middle';
				ctx.fillText(
					view.labelContent,
					view.labelX + (view.labelWidth / 2),
					view.labelY + (view.labelHeight / 2)
				);
			}
		}
	});

	function calculateLabelPosition(view, width, height, padWidth, padHeight) {
		// Describe the line in slope-intercept form (y = mx + b).
		// Note that the axes are rotated 90° CCW, which causes the
		// x- and y-axes to be swapped.
		var m = (view.x2 - view.x1) / (view.y2 - view.y1);
		var b = view.x1 || 0;

		var fy = function(y) {
			// Coordinates are relative to the origin of the canvas
			return m * (y - view.y1) + b;
		};
		var fx = function(x) {
			return ((x - b) / m) + view.y1;
		};

		var ret = {}, xa = 0, ya = 0;

		switch (true) {
			// top align
			case view.mode == verticalKeyword && view.labelPosition == "top":
				ya = padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y1 + ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// bottom align
			case view.mode == verticalKeyword && view.labelPosition == "bottom":
				ya = height + padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y2 - ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// left align
			case view.mode == horizontalKeyword && view.labelPosition == "left":
				xa = padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x1 + xa;
				ret.y = fx(ret.x) + ya;
			break;
			
			// right align
			case view.mode == horizontalKeyword && view.labelPosition == "right":
				xa = width + padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x2 - xa;
				ret.y = fx(ret.x) + ya;
			break;

			// center align
			default:
				ret.x = ((view.x1 + view.x2 - width) / 2) + view.labelXAdjust;
				ret.y = ((view.y1 + view.y2 - height) / 2) + view.labelYAdjust;
		}

		return ret;
	}

	return LineAnnotation;
};

},{"../helpers.js":2,"chart.js":1}]},{},[3]);

		</script>
    </head>
    <body>
	
        <h4>We can see a clear separation between males (with a single X) and females (with 2).</h4>	
        <h5>Each line is a sample.</h5>
        <h5>The legend at the top of the plot shows the sample id from the bam read-group.</h5>
	
        <canvas id="canvas0" height="800" width="800"></canvas>
		<hr>
	
    </body>
    <script>
	Chart.defaults.line.cubicInterpolationMode = 'monotone';
	Chart.defaults.global.animation.duration = 0;
	var charts = []
	
		var ctx = document.getElementById("canvas0").getContext("2d");
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on X","fontSize":16}}],"yAxes":[{"type":"linear","position":"left","id":"yaxis0","scaleLabel":{"display":true,"labelString":"scaled coverage","fontSize":16},"ticks":{"max":2.5}}]},"annotation":{}}});
		charts.push(chart)
	
	""
    </script>
</html>


================================================
FILE: docs/indexcov/ex-indexcov-depth-Y.html
================================================
<!DOCTYPE html>
<html>
    <head>
		<script src="https://code.jquery.com/jquery-2.2.4.min.js"></script>
		<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.3.0/Chart.bundle.js"></script>
		<script>
		
/*!
 * chartjs-plugin-annotation.js
 * http://chartjs.org/
 * Version: 0.4.3
 *
 * Copyright 2016 Evert Timberg
 * Released under the MIT license
 * https://github.com/chartjs/Chart.Annotation.js/blob/master/LICENSE.md
 */
(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){

},{}],2:[function(require,module,exports){
function isValid(num) {
	return !isNaN(num) && isFinite(num);
}

function decorate(obj, prop, func) {
	var prefix = '$';
	if (!obj[prefix + prop]) {
		obj[prefix + prop] = obj[prop].bind(obj);
		obj[prop] = function() {
			return func(obj[prefix + prop]);
		};
	}
}

module.exports = {
	isValid: isValid,
	decorate: decorate
};

},{}],3:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('./helpers.js');

// Configure plugin namespace
Chart.Annotation = Chart.Annotation || {};

var DRAW_AFTER = 'afterDraw';
var DRAW_AFTER_DATASETS = 'afterDatasetsDraw';
var DRAW_BEFORE_DATASETS = 'beforeDatasetsDraw';

Chart.Annotation.drawTimeOptions = {
	afterDraw: DRAW_AFTER,
	afterDatasetsDraw: DRAW_AFTER_DATASETS,
	beforeDatasetsDraw: DRAW_BEFORE_DATASETS
};

var annotationTypes =
Chart.Annotation.types = {
	line: require('./types/line.js')(Chart),
	box: require('./types/box.js')(Chart)
};

// Default plugin options
var annotationDefaults =
Chart.Annotation.defaults = {
	drawTime: DRAW_AFTER,
	annotations: []
};

// Default annotation label options
var labelDefaults =
Chart.Annotation.labelDefaults = {
	backgroundColor: 'rgba(0,0,0,0.8)',
	fontFamily: Chart.defaults.global.defaultFontFamily,
	fontSize: Chart.defaults.global.defaultFontSize,
	fontStyle: 'bold',
	fontColor: '#fff',
	xPadding: 6,
	yPadding: 6,
	cornerRadius: 6,
	position: 'center',
	xAdjust: 0,
	yAdjust: 0,
	enabled: false,
	content: null
};

function draw(chartInstance, easingDecimal) {
	if (chartHelpers.isArray(chartInstance.annotations)) {
		chartInstance.annotations.forEach(function(annotation) {
			annotation.transition(easingDecimal)
				.draw(chartInstance.chart.ctx);
		});
	}
}

function initConfig(config) {
	config = chartHelpers.configMerge(annotationDefaults, config);
	if (chartHelpers.isArray(config.annotations)) {
		config.annotations.forEach(function(annotation) {
			annotation.label = chartHelpers.configMerge(labelDefaults, annotation.label);
		});
	}
	return config;
}

function build(configs, chartInstance) {
	return configs
		.filter(function(config) {
			return !!annotationTypes[config.type];
		})
		.map(function(config, i) {
			var annotation = annotationTypes[config.type];
			var annotationObject = new annotation({
				_index: i,
				config: config
			});

			// Set the data range for this annotation
			annotationObject.setRanges(config, chartInstance);

			return annotationObject;
		});
}

function getScaleLimits(scaleId, annotations, scaleMin, scaleMax) {
	var ranges = annotations.filter(function(annotation) {
		return !!annotation._model.ranges[scaleId];
	}).map(function(annotation) {
		return annotation._model.ranges[scaleId];
	});

	var min = ranges.map(function(range) {
		return Number(range.min);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b < a ? b : a;
	}, scaleMin);

	var max = ranges.map(function(range) {
		return Number(range.max);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b > a ? b : a;
	}, scaleMax);

	return {
		min: min,
		max: max
	};
}

var annotationPlugin = {
	beforeInit: function(chartInstance) {
		// Decorate Chart.Controller.buildScales() so we can decorate each scale
		// instance's determineDataLimits() method
		helpers.decorate(chartInstance, 'buildScales', function(previous) {
			previous();

			// Decorate Chart.Scale.determineDataLimits() so we can
			// check the annotation values and adjust the scale range
			Object.keys(chartInstance.scales).forEach(function(scaleId) {
				var scale = chartInstance.scales[scaleId];

				helpers.decorate(scale, 'determineDataLimits', function(previous) {
					previous();

					if (chartInstance.annotations) {
						var range = getScaleLimits(scaleId, chartInstance.annotations, scale.min, scale.max);
						if (typeof scale.options.ticks.min === 'undefined' && typeof scale.options.ticks.suggestedMin === 'undefined') {
							scale.min = range.min;
						}
						if (typeof scale.options.ticks.max === 'undefined' && typeof scale.options.ticks.suggestedMax === 'undefined') {
							scale.max = range.max;
						}
					}
				});
			});
		});
	},
	beforeUpdate: function(chartInstance) {
		// Build the configuration with all the defaults set
		var config = chartInstance.options.annotation;
		config = initConfig(config || {});

		if (chartHelpers.isArray(config.annotations)) {
			chartInstance.annotations = build(config.annotations, chartInstance);
			chartInstance.annotations._config = config;
		}
	},
	afterScaleUpdate: function(chartInstance) {
		if (chartHelpers.isArray(chartInstance.annotations)) {
			chartInstance.annotations.forEach(function(annotation) {
				annotation.configure(annotation.config, chartInstance);
			});
		}
	},
	afterDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER) {
			draw(chartInstance, easingDecimal);
		}
	},
	afterDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	},
	beforeDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_BEFORE_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	}
};

module.exports = annotationPlugin;
Chart.pluginService.register(annotationPlugin);

},{"./helpers.js":2,"./types/box.js":4,"./types/line.js":5,"chart.js":1}],4:[function(require,module,exports){
var helpers = require('../helpers.js');

// Box Annotation implementation
module.exports = function(Chart) {
	var BoxAnnotation = Chart.Element.extend({
		setRanges: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			model.ranges = {};

			if (xScale) {
				min = helpers.isValid(options.xMin) ? options.xMin : xScale.getPixelForValue(chartArea.left);
				max = helpers.isValid(options.xMax) ? options.xMax : xScale.getPixelForValue(chartArea.right);

				model.ranges[options.xScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? options.yMin : yScale.getPixelForValue(chartArea.bottom);
				max = helpers.isValid(options.yMax) ? options.yMax : yScale.getPixelForValue(chartArea.top);

				model.ranges[options.yScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}
		},
		configure: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			var left = chartArea.left, 
				top = chartArea.top, 
				right = chartArea.right, 
				bottom = chartArea.bottom;

			var min, max;

			if (xScale) {
				min = helpers.isValid(options.xMin) ? xScale.getPixelForValue(options.xMin) : chartArea.left;
				max = helpers.isValid(options.xMax) ? xScale.getPixelForValue(options.xMax) : chartArea.right;
				left = Math.min(min, max);
				right = Math.max(min, max);
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? yScale.getPixelForValue(options.yMin) : chartArea.bottom;
				max = helpers.isValid(options.yMax) ? yScale.getPixelForValue(options.yMax) : chartArea.top;
				top = Math.min(min, max);
				bottom = Math.max(min, max);
			}

			// Ensure model has rect coordinates
			model.left = left;
			model.top = top;
			model.right = right;
			model.bottom = bottom;

			// Stylistic options
			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.backgroundColor = options.backgroundColor;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;
			ctx.fillStyle = view.backgroundColor;

			// Draw
			var width = view.right - view.left,
				height = view.bottom - view.top;
			ctx.fillRect(view.left, view.top, width, height);
			ctx.strokeRect(view.left, view.top, width, height);
		}
	});

	return BoxAnnotation;
};

},{"../helpers.js":2}],5:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('../helpers.js');

// Line Annotation implementation
module.exports = function(Chart) {
	var horizontalKeyword = 'horizontal';
	var verticalKeyword = 'vertical';

	var LineAnnotation = Chart.Element.extend({
		setRanges: function(options) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			model.ranges = {};
			model.ranges[options.scaleID] = {
				min: options.value,
				max: options.endValue || options.value
			};
		},
		configure: function(options, chartInstance) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			var scale = chartInstance.scales[options.scaleID];
			var pixel, endPixel;
			if (scale) {
				pixel = helpers.isValid(options.value) ? scale.getPixelForValue(options.value) : NaN;
				endPixel = helpers.isValid(options.endValue) ? scale.getPixelForValue(options.endValue) : pixel;
			}

			var chartArea = chartInstance.chartArea;
			var ctx = chartInstance.chart.ctx;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			if (!isNaN(pixel)) {
				if (options.mode == horizontalKeyword) {
					model.x1 = chartArea.left;
					model.x2 = chartArea.right;
					model.y1 = pixel;
					model.y2 = endPixel;
				} else {
					model.y1 = chartArea.top;
					model.y2 = chartArea.bottom;
					model.x1 = pixel;
					model.x2 = endPixel;
				}
			}

			model.mode = options.mode;

			// Figure out the label:
			model.labelBackgroundColor = options.label.backgroundColor;
			model.labelFontFamily = options.label.fontFamily;
			model.labelFontSize = options.label.fontSize;
			model.labelFontStyle = options.label.fontStyle;
			model.labelFontColor = options.label.fontColor;
			model.labelXPadding = options.label.xPadding;
			model.labelYPadding = options.label.yPadding;
			model.labelCornerRadius = options.label.cornerRadius;
			model.labelPosition = options.label.position;
			model.labelXAdjust = options.label.xAdjust;
			model.labelYAdjust = options.label.yAdjust;
			model.labelEnabled = options.label.enabled;
			model.labelContent = options.label.content;

			ctx.font = chartHelpers.fontString(model.labelFontSize, model.labelFontStyle, model.labelFontFamily);
			var textWidth = ctx.measureText(model.labelContent).width;
			var textHeight = ctx.measureText('M').width;
			var labelPosition = calculateLabelPosition(model, textWidth, textHeight, model.labelXPadding, model.labelYPadding);
			model.labelX = labelPosition.x - model.labelXPadding;
			model.labelY = labelPosition.y - model.labelYPadding;
			model.labelWidth = textWidth + (2 * model.labelXPadding);
			model.labelHeight = textHeight + (2 * model.labelYPadding);

			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.borderDash = options.borderDash || [];
			model.borderDashOffset = options.borderDashOffset || 0;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;

			if (ctx.setLineDash) {
				ctx.setLineDash(view.borderDash);
			}
			ctx.lineDashOffset = view.borderDashOffset;

			// Draw
			ctx.beginPath();
			ctx.moveTo(view.x1, view.y1);
			ctx.lineTo(view.x2, view.y2);
			ctx.stroke();
			ctx.restore();

			if (view.labelEnabled && view.labelContent) {
				ctx.beginPath();
				ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
				ctx.clip();

				ctx.fillStyle = view.labelBackgroundColor;
				// Draw the tooltip
				chartHelpers.drawRoundedRectangle(
					ctx,
					view.labelX, // x
					view.labelY, // y
					view.labelWidth, // width
					view.labelHeight, // height
					view.labelCornerRadius // radius
				);
				ctx.fill();

				// Draw the text
				ctx.font = chartHelpers.fontString(
					view.labelFontSize,
					view.labelFontStyle,
					view.labelFontFamily
				);
				ctx.fillStyle = view.labelFontColor;
				ctx.textAlign = 'center';
				ctx.textBaseline = 'middle';
				ctx.fillText(
					view.labelContent,
					view.labelX + (view.labelWidth / 2),
					view.labelY + (view.labelHeight / 2)
				);
			}
		}
	});

	function calculateLabelPosition(view, width, height, padWidth, padHeight) {
		// Describe the line in slope-intercept form (y = mx + b).
		// Note that the axes are rotated 90° CCW, which causes the
		// x- and y-axes to be swapped.
		var m = (view.x2 - view.x1) / (view.y2 - view.y1);
		var b = view.x1 || 0;

		var fy = function(y) {
			// Coordinates are relative to the origin of the canvas
			return m * (y - view.y1) + b;
		};
		var fx = function(x) {
			return ((x - b) / m) + view.y1;
		};

		var ret = {}, xa = 0, ya = 0;

		switch (true) {
			// top align
			case view.mode == verticalKeyword && view.labelPosition == "top":
				ya = padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y1 + ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// bottom align
			case view.mode == verticalKeyword && view.labelPosition == "bottom":
				ya = height + padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y2 - ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// left align
			case view.mode == horizontalKeyword && view.labelPosition == "left":
				xa = padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x1 + xa;
				ret.y = fx(ret.x) + ya;
			break;
			
			// right align
			case view.mode == horizontalKeyword && view.labelPosition == "right":
				xa = width + padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x2 - xa;
				ret.y = fx(ret.x) + ya;
			break;

			// center align
			default:
				ret.x = ((view.x1 + view.x2 - width) / 2) + view.labelXAdjust;
				ret.y = ((view.y1 + view.y2 - height) / 2) + view.labelYAdjust;
		}

		return ret;
	}

	return LineAnnotation;
};

},{"../helpers.js":2,"chart.js":1}]},{},[3]);

		</script>
    </head>
    <body>
	
	
        <h4>We can see a clear separation between males (with a single Y) and females (with 0).</h4>	
        <h5>Each line is a sample</h5>
        <h5>The legend at the top of the plot shows the sample id from the bam read-group.</h5>
	
        <canvas id="canvas0" height="800" width="800"></canvas>
		<hr>
	
    </body>
    <script>
	Chart.defaults.line.cubicInterpolationMode = 'monotone';
	Chart.defaults.global.animation.duration = 0;
	var charts = []
	
		var ctx = document.getElementById("canvas0").getContext("2d");
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FILE: docs/indexcov/ex-indexcov-roc.html
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/*!
 * chartjs-plugin-annotation.js
 * http://chartjs.org/
 * Version: 0.4.3
 *
 * Copyright 2016 Evert Timberg
 * Released under the MIT license
 * https://github.com/chartjs/Chart.Annotation.js/blob/master/LICENSE.md
 */
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var helpers = require('./helpers.js');

// Configure plugin namespace
Chart.Annotation = Chart.Annotation || {};

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Chart.Annotation.drawTimeOptions = {
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var annotationTypes =
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};

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		config.annotations.forEach(function(annotation) {
			annotation.label = chartHelpers.configMerge(labelDefaults, annotation.label);
		});
	}
	return config;
}

function build(configs, chartInstance) {
	return configs
		.filter(function(config) {
			return !!annotationTypes[config.type];
		})
		.map(function(config, i) {
			var annotation = annotationTypes[config.type];
			var annotationObject = new annotation({
				_index: i,
				config: config
			});

			// Set the data range for this annotation
			annotationObject.setRanges(config, chartInstance);

			return annotationObject;
		});
}

function getScaleLimits(scaleId, annotations, scaleMin, scaleMax) {
	var ranges = annotations.filter(function(annotation) {
		return !!annotation._model.ranges[scaleId];
	}).map(function(annotation) {
		return annotation._model.ranges[scaleId];
	});

	var min = ranges.map(function(range) {
		return Number(range.min);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b < a ? b : a;
	}, scaleMin);

	var max = ranges.map(function(range) {
		return Number(range.max);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b > a ? b : a;
	}, scaleMax);

	return {
		min: min,
		max: max
	};
}

var annotationPlugin = {
	beforeInit: function(chartInstance) {
		// Decorate Chart.Controller.buildScales() so we can decorate each scale
		// instance's determineDataLimits() method
		helpers.decorate(chartInstance, 'buildScales', function(previous) {
			previous();

			// Decorate Chart.Scale.determineDataLimits() so we can
			// check the annotation values and adjust the scale range
			Object.keys(chartInstance.scales).forEach(function(scaleId) {
				var scale = chartInstance.scales[scaleId];

				helpers.decorate(scale, 'determineDataLimits', function(previous) {
					previous();

					if (chartInstance.annotations) {
						var range = getScaleLimits(scaleId, chartInstance.annotations, scale.min, scale.max);
						if (typeof scale.options.ticks.min === 'undefined' && typeof scale.options.ticks.suggestedMin === 'undefined') {
							scale.min = range.min;
						}
						if (typeof scale.options.ticks.max === 'undefined' && typeof scale.options.ticks.suggestedMax === 'undefined') {
							scale.max = range.max;
						}
					}
				});
			});
		});
	},
	beforeUpdate: function(chartInstance) {
		// Build the configuration with all the defaults set
		var config = chartInstance.options.annotation;
		config = initConfig(config || {});

		if (chartHelpers.isArray(config.annotations)) {
			chartInstance.annotations = build(config.annotations, chartInstance);
			chartInstance.annotations._config = config;
		}
	},
	afterScaleUpdate: function(chartInstance) {
		if (chartHelpers.isArray(chartInstance.annotations)) {
			chartInstance.annotations.forEach(function(annotation) {
				annotation.configure(annotation.config, chartInstance);
			});
		}
	},
	afterDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER) {
			draw(chartInstance, easingDecimal);
		}
	},
	afterDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	},
	beforeDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_BEFORE_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	}
};

module.exports = annotationPlugin;
Chart.pluginService.register(annotationPlugin);

},{"./helpers.js":2,"./types/box.js":4,"./types/line.js":5,"chart.js":1}],4:[function(require,module,exports){
var helpers = require('../helpers.js');

// Box Annotation implementation
module.exports = function(Chart) {
	var BoxAnnotation = Chart.Element.extend({
		setRanges: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			model.ranges = {};

			if (xScale) {
				min = helpers.isValid(options.xMin) ? options.xMin : xScale.getPixelForValue(chartArea.left);
				max = helpers.isValid(options.xMax) ? options.xMax : xScale.getPixelForValue(chartArea.right);

				model.ranges[options.xScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? options.yMin : yScale.getPixelForValue(chartArea.bottom);
				max = helpers.isValid(options.yMax) ? options.yMax : yScale.getPixelForValue(chartArea.top);

				model.ranges[options.yScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}
		},
		configure: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			var left = chartArea.left, 
				top = chartArea.top, 
				right = chartArea.right, 
				bottom = chartArea.bottom;

			var min, max;

			if (xScale) {
				min = helpers.isValid(options.xMin) ? xScale.getPixelForValue(options.xMin) : chartArea.left;
				max = helpers.isValid(options.xMax) ? xScale.getPixelForValue(options.xMax) : chartArea.right;
				left = Math.min(min, max);
				right = Math.max(min, max);
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? yScale.getPixelForValue(options.yMin) : chartArea.bottom;
				max = helpers.isValid(options.yMax) ? yScale.getPixelForValue(options.yMax) : chartArea.top;
				top = Math.min(min, max);
				bottom = Math.max(min, max);
			}

			// Ensure model has rect coordinates
			model.left = left;
			model.top = top;
			model.right = right;
			model.bottom = bottom;

			// Stylistic options
			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.backgroundColor = options.backgroundColor;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;
			ctx.fillStyle = view.backgroundColor;

			// Draw
			var width = view.right - view.left,
				height = view.bottom - view.top;
			ctx.fillRect(view.left, view.top, width, height);
			ctx.strokeRect(view.left, view.top, width, height);
		}
	});

	return BoxAnnotation;
};

},{"../helpers.js":2}],5:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('../helpers.js');

// Line Annotation implementation
module.exports = function(Chart) {
	var horizontalKeyword = 'horizontal';
	var verticalKeyword = 'vertical';

	var LineAnnotation = Chart.Element.extend({
		setRanges: function(options) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			model.ranges = {};
			model.ranges[options.scaleID] = {
				min: options.value,
				max: options.endValue || options.value
			};
		},
		configure: function(options, chartInstance) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			var scale = chartInstance.scales[options.scaleID];
			var pixel, endPixel;
			if (scale) {
				pixel = helpers.isValid(options.value) ? scale.getPixelForValue(options.value) : NaN;
				endPixel = helpers.isValid(options.endValue) ? scale.getPixelForValue(options.endValue) : pixel;
			}

			var chartArea = chartInstance.chartArea;
			var ctx = chartInstance.chart.ctx;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			if (!isNaN(pixel)) {
				if (options.mode == horizontalKeyword) {
					model.x1 = chartArea.left;
					model.x2 = chartArea.right;
					model.y1 = pixel;
					model.y2 = endPixel;
				} else {
					model.y1 = chartArea.top;
					model.y2 = chartArea.bottom;
					model.x1 = pixel;
					model.x2 = endPixel;
				}
			}

			model.mode = options.mode;

			// Figure out the label:
			model.labelBackgroundColor = options.label.backgroundColor;
			model.labelFontFamily = options.label.fontFamily;
			model.labelFontSize = options.label.fontSize;
			model.labelFontStyle = options.label.fontStyle;
			model.labelFontColor = options.label.fontColor;
			model.labelXPadding = options.label.xPadding;
			model.labelYPadding = options.label.yPadding;
			model.labelCornerRadius = options.label.cornerRadius;
			model.labelPosition = options.label.position;
			model.labelXAdjust = options.label.xAdjust;
			model.labelYAdjust = options.label.yAdjust;
			model.labelEnabled = options.label.enabled;
			model.labelContent = options.label.content;

			ctx.font = chartHelpers.fontString(model.labelFontSize, model.labelFontStyle, model.labelFontFamily);
			var textWidth = ctx.measureText(model.labelContent).width;
			var textHeight = ctx.measureText('M').width;
			var labelPosition = calculateLabelPosition(model, textWidth, textHeight, model.labelXPadding, model.labelYPadding);
			model.labelX = labelPosition.x - model.labelXPadding;
			model.labelY = labelPosition.y - model.labelYPadding;
			model.labelWidth = textWidth + (2 * model.labelXPadding);
			model.labelHeight = textHeight + (2 * model.labelYPadding);

			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.borderDash = options.borderDash || [];
			model.borderDashOffset = options.borderDashOffset || 0;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;

			if (ctx.setLineDash) {
				ctx.setLineDash(view.borderDash);
			}
			ctx.lineDashOffset = view.borderDashOffset;

			// Draw
			ctx.beginPath();
			ctx.moveTo(view.x1, view.y1);
			ctx.lineTo(view.x2, view.y2);
			ctx.stroke();
			ctx.restore();

			if (view.labelEnabled && view.labelContent) {
				ctx.beginPath();
				ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
				ctx.clip();

				ctx.fillStyle = view.labelBackgroundColor;
				// Draw the tooltip
				chartHelpers.drawRoundedRectangle(
					ctx,
					view.labelX, // x
					view.labelY, // y
					view.labelWidth, // width
					view.labelHeight, // height
					view.labelCornerRadius // radius
				);
				ctx.fill();

				// Draw the text
				ctx.font = chartHelpers.fontString(
					view.labelFontSize,
					view.labelFontStyle,
					view.labelFontFamily
				);
				ctx.fillStyle = view.labelFontColor;
				ctx.textAlign = 'center';
				ctx.textBaseline = 'middle';
				ctx.fillText(
					view.labelContent,
					view.labelX + (view.labelWidth / 2),
					view.labelY + (view.labelHeight / 2)
				);
			}
		}
	});

	function calculateLabelPosition(view, width, height, padWidth, padHeight) {
		// Describe the line in slope-intercept form (y = mx + b).
		// Note that the axes are rotated 90° CCW, which causes the
		// x- and y-axes to be swapped.
		var m = (view.x2 - view.x1) / (view.y2 - view.y1);
		var b = view.x1 || 0;

		var fy = function(y) {
			// Coordinates are relative to the origin of the canvas
			return m * (y - view.y1) + b;
		};
		var fx = function(x) {
			return ((x - b) / m) + view.y1;
		};

		var ret = {}, xa = 0, ya = 0;

		switch (true) {
			// top align
			case view.mode == verticalKeyword && view.labelPosition == "top":
				ya = padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y1 + ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// bottom align
			case view.mode == verticalKeyword && view.labelPosition == "bottom":
				ya = height + padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y2 - ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// left align
			case view.mode == horizontalKeyword && view.labelPosition == "left":
				xa = padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x1 + xa;
				ret.y = fx(ret.x) + ya;
			break;
			
			// right align
			case view.mode == horizontalKeyword && view.labelPosition == "right":
				xa = width + padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x2 - xa;
				ret.y = fx(ret.x) + ya;
			break;

			// center align
			default:
				ret.x = ((view.x1 + view.x2 - width) / 2) + view.labelXAdjust;
				ret.y = ((view.y1 + view.y2 - height) / 2) + view.labelYAdjust;
		}

		return ret;
	}

	return LineAnnotation;
};

},{"../helpers.js":2,"chart.js":1}]},{},[3]);

		</script>
    </head>
    <body>
	
        <h5>This is an interactive ROC-like coverage plot for each chromosome where each line is a sample.</h5>	
        <h6>The legend at the top of the plot shows the sample id from the bam read-group.</h6>
        <h4>Here we see a large deletion in a single sample on chromosome 15</h4>
        <b>This deletion is also visible in <a href="ex-indexcov-depth-15.html">the depth plot for that chromosome</a></b>
	
        <div style="width:500px;height:500px">
        <canvas id="canvas14" height="500" width="500"></canvas>
        </div>
		<hr>
	
        <h4>We see separation of the Sexes on the X</h4>
        <b>This is also visible in <a href="ex-indexcov-depth-X.html">the depth plot for chromosome X</a>
            <br>
            <b>and in <a href="ex-indexcov-sex.html">the sex plot</a></b>

        <div style="width:500px;height:500px">
        <canvas id="canvas22" height="500" width="500"></canvas>
        </div>
		<hr>
	
        <h4>and separation on the Y</h4>
        <b>This is also visible in <a href="ex-indexcov-depth-Y.html">the depth plot for chromosome Y</a>
            <br>
            <b>and in <a href="ex-indexcov-sex.html">the sex plot</a></b>
        <div style="width:500px;height:500px">
        <canvas id="canvas23" height="500" width="500"></canvas>
        </div>
		<hr>
	
    </body>
    <script>
	Chart.defaults.line.cubicInterpolationMode = 'monotone';
	Chart.defaults.global.animation.duration = 0;
	var charts = []
	
	
		var ctx = document.getElementById("canvas14").getContext("2d");
		var chart = new Chart(ctx, {"type":"line","label":"ROC","data":{"datasets":[{"backgroundColor":"rgba(250, 18, 249, 0.941)","borderColor":"rgba(250, 18, 249, 0.941)","borderWidth":2,"label":"sample60","fill":false,"lineTension":0,"pointBackgroundColor":"rgba(250, 18, 249, 0.941)","pointBorderWidth":0,"pointHitRadius": 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252, 65, 0.941)","borderColor":"rgba(160, 252, 65, 0.941)","borderWidth":2,"label":"sample68","fill":false,"lineTension":0,"pointBackgroundColor":"rgba(160, 252, 65, 0.941)","pointBorderWidth":0,"pointHitRadius": 6,"pointRadius":0.01,"xAxisID":"xaxis0","yAxisID":"yaxis0","data":[{"x":0.00,"y":1.00},{"x":0.02,"y":0.12},{"x":0.04,"y":0.09},{"x":0.06,"y":0.04},{"x":0.09,"y":0.03},{"x":0.11,"y":0.02},{"x":0.13,"y":0.01},{"x":0.15,"y":0.01},{"x":0.17,"y":0.01},{"x":0.19,"y":0.01},{"x":0.21,"y":0.01},{"x":0.24,"y":0.01},{"x":0.26,"y":0.01},{"x":0.28,"y":0.01},{"x":0.30,"y":0.01},{"x":0.32,"y":0.01},{"x":0.34,"y":0.01},{"x":0.36,"y":0.01},{"x":0.39,"y":0.01},{"x":0.41,"y":0.01},{"x":0.43,"y":0.01},{"x":0.45,"y":0.01},{"x":0.47,"y":0.01},{"x":0.49,"y":0.01},{"x":0.51,"y":0.01},{"x":0.54,"y":0.01},{"x":0.56,"y":0.00},{"x":0.58,"y":0.00},{"x":0.60,"y":0.00},{"x":0.62,"y":0.00},{"x":0.64,"y":0.00},{"x":0.66,"y":0.00},{"x":0.69,"y":0.00},{"x":0.71,"y":0.00},{"x":0.73,"y":0.00},{"x":0.75,"y":0.00},{"x":0.77,"y":0.00},{"x":0.79,"y":0.00},{"x":0.81,"y":0.00},{"x":0.84,"y":0.00},{"x":0.86,"y":0.00},{"x":0.88,"y":0.00},{"x":0.90,"y":0.00},{"x":0.92,"y":0.00},{"x":0.94,"y":0.00},{"x":0.96,"y":0.00},{"x":0.99,"y":0.00},{"x":1.01,"y":0.00},{"x":1.03,"y":0.00},{"x":1.05,"y":0.00},{"x":1.07,"y":0.00},{"x":1.09,"y":0.00},{"x":1.11,"y":0.00},{"x":1.14,"y":0.00},{"x":1.16,"y":0.00},{"x":1.18,"y":0.00},{"x":1.20,"y":0.00},{"x":1.22,"y":0.00},{"x":1.24,"y":0.00},{"x":1.26,"y":0.00},{"x":1.29,"y":0.00},{"x":1.31,"y":0.00},{"x":1.33,"y":0.00},{"x":1.35,"y":0.00},{"x":1.37,"y":0.00},{"x":1.39,"y":0.00},{"x":1.41,"y":0.00},{"x":1.44,"y":0.00},{"x":1.46,"y":0.00},{"x":1.48,"y":0.00}]},{"backgroundColor":"rgba(93, 88, 38, 0.941)","borderColor":"rgba(93, 88, 38, 0.941)","borderWidth":2,"label":"sample69","fill":false,"lineTension":0,"pointBackgroundColor":"rgba(93, 88, 38, 0.941)","pointBorderWidth":0,"pointHitRadius": 6,"pointRadius":0.01,"xAxisID":"xaxis0","yAxisID":"yaxis0","data":[{"x":0.00,"y":1.00},{"x":0.02,"y":0.39},{"x":0.04,"y":0.39},{"x":0.06,"y":0.39},{"x":0.09,"y":0.39},{"x":0.11,"y":0.39},{"x":0.13,"y":0.39},{"x":0.15,"y":0.39},{"x":0.17,"y":0.39},{"x":0.19,"y":0.39},{"x":0.21,"y":0.39},{"x":0.24,"y":0.39},{"x":0.26,"y":0.39},{"x":0.28,"y":0.39},{"x":0.30,"y":0.39},{"x":0.32,"y":0.39},{"x":0.34,"y":0.39},{"x":0.36,"y":0.39},{"x":0.39,"y":0.39},{"x":0.41,"y":0.39},{"x":0.43,"y":0.39},{"x":0.45,"y":0.39},{"x":0.47,"y":0.39},{"x":0.49,"y":0.37},{"x":0.51,"y":0.32},{"x":0.54,"y":0.23},{"x":0.56,"y":0.15},{"x":0.58,"y":0.10},{"x":0.60,"y":0.06},{"x":0.62,"y":0.04},{"x":0.64,"y":0.03},{"x":0.66,"y":0.02},{"x":0.69,"y":0.02},{"x":0.71,"y":0.02},{"x":0.73,"y":0.02},{"x":0.75,"y":0.02},{"x":0.77,"y":0.02},{"x":0.79,"y":0.02},{"x":0.81,"y":0.02},{"x":0.84,"y":0.02},{"x":0.86,"y":0.02},{"x":0.88,"y":0.02},{"x":0.90,"y":0.01},{"x":0.92,"y":0.01},{"x":0.94,"y":0.01},{"x":0.96,"y":0.01},{"x":0.99,"y":0.01},{"x":1.01,"y":0.01},{"x":1.03,"y":0.01},{"x":1.05,"y":0.01},{"x":1.07,"y":0.01},{"x":1.09,"y":0.01},{"x":1.11,"y":0.01},{"x":1.14,"y":0.01},{"x":1.16,"y":0.01},{"x":1.18,"y":0.01},{"x":1.20,"y":0.01},{"x":1.22,"y":0.01},{"x":1.24,"y":0.01},{"x":1.26,"y":0.01},{"x":1.29,"y":0.01},{"x":1.31,"y":0.01},{"x":1.33,"y":0.01},{"x":1.35,"y":0.01},{"x":1.37,"y":0.01},{"x":1.39,"y":0.01},{"x":1.41,"y":0.01},{"x":1.44,"y":0.01},{"x":1.46,"y":0.01},{"x":1.48,"y":0.01}]}],"labels":null},"options":{"responsive":false,"scales":{"xAxes":[{"type":"linear","position":"bottom","id":"xaxis0","scaleLabel":{"display":true,"labelString":"scaled coverage for Y","fontSize":16},"ticks":{"max":1.5}}],"yAxes":[{"type":"linear","position":"left","id":"yaxis0","scaleLabel":{"display":true,"labelString":"proportion of regions covered","fontSize":16}}]},"annotation":{},"legend":{"display":false}}});
		charts.push(chart)
	
    </script>
</html>


================================================
FILE: docs/indexcov/ex-indexcov-sex.html
================================================
<!DOCTYPE html>
<html>
    <head>
		<script src="https://code.jquery.com/jquery-2.2.4.min.js"></script>
		<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.3.0/Chart.bundle.js"></script>
		<script>
		
/*!
 * chartjs-plugin-annotation.js
 * http://chartjs.org/
 * Version: 0.4.3
 *
 * Copyright 2016 Evert Timberg
 * Released under the MIT license
 * https://github.com/chartjs/Chart.Annotation.js/blob/master/LICENSE.md
 */
(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){

},{}],2:[function(require,module,exports){
function isValid(num) {
	return !isNaN(num) && isFinite(num);
}

function decorate(obj, prop, func) {
	var prefix = '$';
	if (!obj[prefix + prop]) {
		obj[prefix + prop] = obj[prop].bind(obj);
		obj[prop] = function() {
			return func(obj[prefix + prop]);
		};
	}
}

module.exports = {
	isValid: isValid,
	decorate: decorate
};

},{}],3:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('./helpers.js');

// Configure plugin namespace
Chart.Annotation = Chart.Annotation || {};

var DRAW_AFTER = 'afterDraw';
var DRAW_AFTER_DATASETS = 'afterDatasetsDraw';
var DRAW_BEFORE_DATASETS = 'beforeDatasetsDraw';

Chart.Annotation.drawTimeOptions = {
	afterDraw: DRAW_AFTER,
	afterDatasetsDraw: DRAW_AFTER_DATASETS,
	beforeDatasetsDraw: DRAW_BEFORE_DATASETS
};

var annotationTypes =
Chart.Annotation.types = {
	line: require('./types/line.js')(Chart),
	box: require('./types/box.js')(Chart)
};

// Default plugin options
var annotationDefaults =
Chart.Annotation.defaults = {
	drawTime: DRAW_AFTER,
	annotations: []
};

// Default annotation label options
var labelDefaults =
Chart.Annotation.labelDefaults = {
	backgroundColor: 'rgba(0,0,0,0.8)',
	fontFamily: Chart.defaults.global.defaultFontFamily,
	fontSize: Chart.defaults.global.defaultFontSize,
	fontStyle: 'bold',
	fontColor: '#fff',
	xPadding: 6,
	yPadding: 6,
	cornerRadius: 6,
	position: 'center',
	xAdjust: 0,
	yAdjust: 0,
	enabled: false,
	content: null
};

function draw(chartInstance, easingDecimal) {
	if (chartHelpers.isArray(chartInstance.annotations)) {
		chartInstance.annotations.forEach(function(annotation) {
			annotation.transition(easingDecimal)
				.draw(chartInstance.chart.ctx);
		});
	}
}

function initConfig(config) {
	config = chartHelpers.configMerge(annotationDefaults, config);
	if (chartHelpers.isArray(config.annotations)) {
		config.annotations.forEach(function(annotation) {
			annotation.label = chartHelpers.configMerge(labelDefaults, annotation.label);
		});
	}
	return config;
}

function build(configs, chartInstance) {
	return configs
		.filter(function(config) {
			return !!annotationTypes[config.type];
		})
		.map(function(config, i) {
			var annotation = annotationTypes[config.type];
			var annotationObject = new annotation({
				_index: i,
				config: config
			});

			// Set the data range for this annotation
			annotationObject.setRanges(config, chartInstance);

			return annotationObject;
		});
}

function getScaleLimits(scaleId, annotations, scaleMin, scaleMax) {
	var ranges = annotations.filter(function(annotation) {
		return !!annotation._model.ranges[scaleId];
	}).map(function(annotation) {
		return annotation._model.ranges[scaleId];
	});

	var min = ranges.map(function(range) {
		return Number(range.min);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b < a ? b : a;
	}, scaleMin);

	var max = ranges.map(function(range) {
		return Number(range.max);
	}).reduce(function(a, b) {
		return isFinite(b) && !isNaN(b) && b > a ? b : a;
	}, scaleMax);

	return {
		min: min,
		max: max
	};
}

var annotationPlugin = {
	beforeInit: function(chartInstance) {
		// Decorate Chart.Controller.buildScales() so we can decorate each scale
		// instance's determineDataLimits() method
		helpers.decorate(chartInstance, 'buildScales', function(previous) {
			previous();

			// Decorate Chart.Scale.determineDataLimits() so we can
			// check the annotation values and adjust the scale range
			Object.keys(chartInstance.scales).forEach(function(scaleId) {
				var scale = chartInstance.scales[scaleId];

				helpers.decorate(scale, 'determineDataLimits', function(previous) {
					previous();

					if (chartInstance.annotations) {
						var range = getScaleLimits(scaleId, chartInstance.annotations, scale.min, scale.max);
						if (typeof scale.options.ticks.min === 'undefined' && typeof scale.options.ticks.suggestedMin === 'undefined') {
							scale.min = range.min;
						}
						if (typeof scale.options.ticks.max === 'undefined' && typeof scale.options.ticks.suggestedMax === 'undefined') {
							scale.max = range.max;
						}
					}
				});
			});
		});
	},
	beforeUpdate: function(chartInstance) {
		// Build the configuration with all the defaults set
		var config = chartInstance.options.annotation;
		config = initConfig(config || {});

		if (chartHelpers.isArray(config.annotations)) {
			chartInstance.annotations = build(config.annotations, chartInstance);
			chartInstance.annotations._config = config;
		}
	},
	afterScaleUpdate: function(chartInstance) {
		if (chartHelpers.isArray(chartInstance.annotations)) {
			chartInstance.annotations.forEach(function(annotation) {
				annotation.configure(annotation.config, chartInstance);
			});
		}
	},
	afterDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER) {
			draw(chartInstance, easingDecimal);
		}
	},
	afterDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_AFTER_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	},
	beforeDatasetsDraw: function(chartInstance, easingDecimal) {
		var config = chartInstance.annotations._config;
		if (config.drawTime == DRAW_BEFORE_DATASETS) {
			draw(chartInstance, easingDecimal);
		}
	}
};

module.exports = annotationPlugin;
Chart.pluginService.register(annotationPlugin);

},{"./helpers.js":2,"./types/box.js":4,"./types/line.js":5,"chart.js":1}],4:[function(require,module,exports){
var helpers = require('../helpers.js');

// Box Annotation implementation
module.exports = function(Chart) {
	var BoxAnnotation = Chart.Element.extend({
		setRanges: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			model.ranges = {};

			if (xScale) {
				min = helpers.isValid(options.xMin) ? options.xMin : xScale.getPixelForValue(chartArea.left);
				max = helpers.isValid(options.xMax) ? options.xMax : xScale.getPixelForValue(chartArea.right);

				model.ranges[options.xScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? options.yMin : yScale.getPixelForValue(chartArea.bottom);
				max = helpers.isValid(options.yMax) ? options.yMax : yScale.getPixelForValue(chartArea.top);

				model.ranges[options.yScaleID] = {
					min: Math.min(min, max),
					max: Math.max(min, max)
				};
			}
		},
		configure: function(options, chartInstance) {
			var model = this._model = this._model || {};

			var xScale = chartInstance.scales[options.xScaleID];
			var yScale = chartInstance.scales[options.yScaleID];
			var chartArea = chartInstance.chartArea;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			var left = chartArea.left, 
				top = chartArea.top, 
				right = chartArea.right, 
				bottom = chartArea.bottom;

			var min, max;

			if (xScale) {
				min = helpers.isValid(options.xMin) ? xScale.getPixelForValue(options.xMin) : chartArea.left;
				max = helpers.isValid(options.xMax) ? xScale.getPixelForValue(options.xMax) : chartArea.right;
				left = Math.min(min, max);
				right = Math.max(min, max);
			}

			if (yScale) {
				min = helpers.isValid(options.yMin) ? yScale.getPixelForValue(options.yMin) : chartArea.bottom;
				max = helpers.isValid(options.yMax) ? yScale.getPixelForValue(options.yMax) : chartArea.top;
				top = Math.min(min, max);
				bottom = Math.max(min, max);
			}

			// Ensure model has rect coordinates
			model.left = left;
			model.top = top;
			model.right = right;
			model.bottom = bottom;

			// Stylistic options
			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.backgroundColor = options.backgroundColor;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;
			ctx.fillStyle = view.backgroundColor;

			// Draw
			var width = view.right - view.left,
				height = view.bottom - view.top;
			ctx.fillRect(view.left, view.top, width, height);
			ctx.strokeRect(view.left, view.top, width, height);
		}
	});

	return BoxAnnotation;
};

},{"../helpers.js":2}],5:[function(require,module,exports){
// Get the chart variable
var Chart = require('chart.js');
Chart = typeof(Chart) === 'function' ? Chart : window.Chart;
var chartHelpers = Chart.helpers;
var helpers = require('../helpers.js');

// Line Annotation implementation
module.exports = function(Chart) {
	var horizontalKeyword = 'horizontal';
	var verticalKeyword = 'vertical';

	var LineAnnotation = Chart.Element.extend({
		setRanges: function(options) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			model.ranges = {};
			model.ranges[options.scaleID] = {
				min: options.value,
				max: options.endValue || options.value
			};
		},
		configure: function(options, chartInstance) {
			var model = this._model = chartHelpers.clone(this._model) || {};

			var scale = chartInstance.scales[options.scaleID];
			var pixel, endPixel;
			if (scale) {
				pixel = helpers.isValid(options.value) ? scale.getPixelForValue(options.value) : NaN;
				endPixel = helpers.isValid(options.endValue) ? scale.getPixelForValue(options.endValue) : pixel;
			}

			var chartArea = chartInstance.chartArea;
			var ctx = chartInstance.chart.ctx;

			// clip annotations to the chart area
			model.clip = {
				x1: chartArea.left,
				x2: chartArea.right,
				y1: chartArea.top,
				y2: chartArea.bottom
			};

			if (!isNaN(pixel)) {
				if (options.mode == horizontalKeyword) {
					model.x1 = chartArea.left;
					model.x2 = chartArea.right;
					model.y1 = pixel;
					model.y2 = endPixel;
				} else {
					model.y1 = chartArea.top;
					model.y2 = chartArea.bottom;
					model.x1 = pixel;
					model.x2 = endPixel;
				}
			}

			model.mode = options.mode;

			// Figure out the label:
			model.labelBackgroundColor = options.label.backgroundColor;
			model.labelFontFamily = options.label.fontFamily;
			model.labelFontSize = options.label.fontSize;
			model.labelFontStyle = options.label.fontStyle;
			model.labelFontColor = options.label.fontColor;
			model.labelXPadding = options.label.xPadding;
			model.labelYPadding = options.label.yPadding;
			model.labelCornerRadius = options.label.cornerRadius;
			model.labelPosition = options.label.position;
			model.labelXAdjust = options.label.xAdjust;
			model.labelYAdjust = options.label.yAdjust;
			model.labelEnabled = options.label.enabled;
			model.labelContent = options.label.content;

			ctx.font = chartHelpers.fontString(model.labelFontSize, model.labelFontStyle, model.labelFontFamily);
			var textWidth = ctx.measureText(model.labelContent).width;
			var textHeight = ctx.measureText('M').width;
			var labelPosition = calculateLabelPosition(model, textWidth, textHeight, model.labelXPadding, model.labelYPadding);
			model.labelX = labelPosition.x - model.labelXPadding;
			model.labelY = labelPosition.y - model.labelYPadding;
			model.labelWidth = textWidth + (2 * model.labelXPadding);
			model.labelHeight = textHeight + (2 * model.labelYPadding);

			model.borderColor = options.borderColor;
			model.borderWidth = options.borderWidth;
			model.borderDash = options.borderDash || [];
			model.borderDashOffset = options.borderDashOffset || 0;
		},
		draw: function(ctx) {
			var view = this._view;

			// Canvas setup
			ctx.save();
			ctx.beginPath();
			ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
			ctx.clip();

			ctx.lineWidth = view.borderWidth;
			ctx.strokeStyle = view.borderColor;

			if (ctx.setLineDash) {
				ctx.setLineDash(view.borderDash);
			}
			ctx.lineDashOffset = view.borderDashOffset;

			// Draw
			ctx.beginPath();
			ctx.moveTo(view.x1, view.y1);
			ctx.lineTo(view.x2, view.y2);
			ctx.stroke();
			ctx.restore();

			if (view.labelEnabled && view.labelContent) {
				ctx.beginPath();
				ctx.rect(view.clip.x1, view.clip.y1, view.clip.x2 - view.clip.x1, view.clip.y2 - view.clip.y1);
				ctx.clip();

				ctx.fillStyle = view.labelBackgroundColor;
				// Draw the tooltip
				chartHelpers.drawRoundedRectangle(
					ctx,
					view.labelX, // x
					view.labelY, // y
					view.labelWidth, // width
					view.labelHeight, // height
					view.labelCornerRadius // radius
				);
				ctx.fill();

				// Draw the text
				ctx.font = chartHelpers.fontString(
					view.labelFontSize,
					view.labelFontStyle,
					view.labelFontFamily
				);
				ctx.fillStyle = view.labelFontColor;
				ctx.textAlign = 'center';
				ctx.textBaseline = 'middle';
				ctx.fillText(
					view.labelContent,
					view.labelX + (view.labelWidth / 2),
					view.labelY + (view.labelHeight / 2)
				);
			}
		}
	});

	function calculateLabelPosition(view, width, height, padWidth, padHeight) {
		// Describe the line in slope-intercept form (y = mx + b).
		// Note that the axes are rotated 90° CCW, which causes the
		// x- and y-axes to be swapped.
		var m = (view.x2 - view.x1) / (view.y2 - view.y1);
		var b = view.x1 || 0;

		var fy = function(y) {
			// Coordinates are relative to the origin of the canvas
			return m * (y - view.y1) + b;
		};
		var fx = function(x) {
			return ((x - b) / m) + view.y1;
		};

		var ret = {}, xa = 0, ya = 0;

		switch (true) {
			// top align
			case view.mode == verticalKeyword && view.labelPosition == "top":
				ya = padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y1 + ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// bottom align
			case view.mode == verticalKeyword && view.labelPosition == "bottom":
				ya = height + padHeight + view.labelYAdjust;
				xa = (width / 2) + view.labelXAdjust;
				ret.y = view.y2 - ya;
				ret.x = (isFinite(m) ? fy(ret.y) : view.x1) - xa;
			break;
			
			// left align
			case view.mode == horizontalKeyword && view.labelPosition == "left":
				xa = padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x1 + xa;
				ret.y = fx(ret.x) + ya;
			break;
			
			// right align
			case view.mode == horizontalKeyword && view.labelPosition == "right":
				xa = width + padWidth + view.labelXAdjust;
				ya = -(height / 2) + view.labelYAdjust;
				ret.x = view.x2 - xa;
				ret.y = fx(ret.x) + ya;
			break;

			// center align
			default:
				ret.x = ((view.x1 + view.x2 - width) / 2) + view.labelXAdjust;
				ret.y = ((view.y1 + view.y2 - height) / 2) + view.labelYAdjust;
		}

		return ret;
	}

	return LineAnnotation;
};

},{"../helpers.js":2,"chart.js":1}]},{},[3]);

		</script>
    </head>
    <body>
	
        <h5>Each point is a sample. We can see the sample ID by hovering on the point</h5>
	
        <div style="width:400px;height:400px">
        <canvas id="canvas0" height="400" width="400"></canvas>
        </div>
		<hr>
	
    </body>
    <script>
	Chart.defaults.line.cubicInterpolationMode = 'monotone';
	Chart.defaults.global.animation.duration = 0;
	var charts = []
	
		var ctx = document.getElementById("canvas0").getContext("2d");
		var chart = new Chart(ctx, {"type":"line","label":"sex","data":{"datasets":[{"backgroundColor":"rgba(33, 15, 199, 0.941)","borderColor":"rgba(150, 150, 150, 0.588)","borderWidth":0,"label":"Inferred CN for X: 1","fill":false,"lineTension":0,"pointBackgroundColor":"rgba(33, 15, 199, 0.941)","pointBorderWidth":0,"pointHitRadius": 6,"pointRadius":6,"showLine":false,"xAxisID":"xaxis0","yAxisID":"yaxis0","data":[{"x":1.04,"y":1.09},{"x":1.01,"y":1.04},{"x":1.03,"y":1.09},{"x":1.01,"y":1.05},{"x":1.02,"y":1.07}]},{"backgroundColor":"rgba(126, 170, 220, 0.941)","borderColor":"rgba(150, 150, 150, 0.588)","borderWidth":0,"label":"Inferred CN for X: 2","fill":false,"lineTension":0,"pointBackgroundColor":"rgba(126, 170, 220, 0.941)","pointBorderWidth":0,"pointHitRadius": 6,"pointRadius":6,"showLine":false,"xAxisID":"xaxis0","yAxisID":"yaxis0","data":[{"x":2.03,"y":0.08},{"x":1.94,"y":0.08},{"x":2.08,"y":0.09},{"x":2.02,"y":0.09},{"x":2.02,"y":0.08}]}],"labels":null},"options":{"scales":{"xAxes":[{"type":"linear","position":"bottom","id":"xaxis0","scaleLabel":{"display":true,"labelString":"X Copy Number","fontSize":16},"ticks":{}}],"yAxes":[{"type":"linear","position":"left","id":"yaxis0","scaleLabel":{"display":true,"labelString":"Y Copy Number","fontSize":16},"ticks":{}}]},"annotation":{}}});
		charts.push(chart)
	
	
	chart.options.tooltips.callbacks.footer = function(tts, data) {
		var names = [["sample60","sample63","sample66","sample67","sample69"],["sample61","sample62","sample64","sample65","sample68"]]
		var out = []
		tts.forEach(function(ti) {
			out.push(names[ti.datasetIndex][ti.index])
		})
		return out.join(",")
	}
    </script>
</html>


================================================
FILE: docs/indexcov/help-bin.md
================================================
Bins
====

A "*bin*" in `indexcov` terms is a 16,384 base window for which coverage was estimated.
For a *good* sample, we expect most of the bins to be around 1.

This plot shows:
+ x-axis: number of bins with scaled coverage < 0.15
+ y-axis: number of bins with scaled coverage outside of 0.85 - 1.15

These relatively simple metrics are quite effective in finding problematic samples.

samples that fall:
+ to the right of the plot have many regions with low or missing coverage.
+ high on the plot have many regions outside of the expected coverage interval.

The former of those may be due to truncated bam files or other missing data.
The latter is a good indicator of dosage bias (basically uneven coverage across the genome).

Samples that have large values on the y-axis will be problematic for CNV and SV calling.

For example:
![bin Help](https://cloud.githubusercontent.com/assets/1739/22121227/6ccb2ffa-de40-11e6-8916-eb7f3a584c35.png "bin help")

In these plots **each point represents a sample**.

In this plot, we see 2 samples that have very extreme values for both the x and y axis. These are samples
that were missing coverage for entire sections of the genome due to processing glitches.

There are also several samples with values above 25000 on the y-axis that warrant further investigation.

We can not use hard cutoffs like 25000 because the number of regions covered will vary according to many factors
such as the reference genome used, the mapper, the PCR artefacts, etc. It is best to evaluate based on the
cohort.


================================================
FILE: docs/indexcov/help-counts.md
================================================
Mapped Counts
=============

The bam index reports the number of mapped and unmapped reads (without regard for quality or flag).

This plot shows the log of the total number of mapped and unmapped reads for each sample.


================================================
FILE: docs/indexcov/help-depth.md
================================================
Depth
=====

Depth plots are very intuitive. The x-value indicates the position on the chromosome and
the y-value indicates the relative coverage.

For example:

![depth Help](https://cloud.githubusercontent.com/assets/1739/22121191/4505f720-de40-11e6-8f92-8e386298c2cd.png "depth help")

In this plot **each line represents a sample**.

Here, we can see that, as expected, most samples are centered around 1. We can see the centromere. Notably, we also see
a single sample with extremely low coverage. We can tell this is not due to a deletion because it is non-zero and it's 
not 0.5 (which would indicate a heterozygous deletion). For this case, we know that this occured due to a processing
'glitch' that resulted in a loss of most of the data for this region in that sample.

We can see a corresponding drop in the coverage plot below.

The depth plot in the `index.html` file is a static image. But **clicking the image will take the user to an interactive
HTML version of that plot** for more in-depth (so to speak) exploration.

Coverage
========

Coverage plots indicate the proportion of bins (on the y) covered to at least a relative depth (on the x).
We expect the large drop around 1 since much of each chromosome will have an estimated, scaled coverage of 1.

For example:

![coverage Help](https://cloud.githubusercontent.com/assets/1739/22121534/bf3e7cdc-de41-11e6-9486-1e81f8fbb2d8.png "coverage help")

In this plot **each line represents a sample**.

Where we can see that most samples drop around a coverage value (x-axis) of 1. There is a single
sample that drops much sooner. This sample is also seen in the depth plot above.

In general, changes as severe as this indicate a problem with the data rather than a biological effect such as a
deletion. Though a very large (20MB+) deletion would show up in this type of plot.

The coverage plot in the `index.html` file is a static image. But **clicking the image will take the user to an interactive
HTML version of that plot** for more in-depth exploration.


================================================
FILE: docs/indexcov/help-pca.md
================================================
Principal Components Analysis
=============================

In `indexcov` we use PCA as a means of dimensionality reduction. That is, we send a matrix of $n samples by $m bins in
the genome and (with PCA), we project that to $n samples by 5 components.

This enables discovery of major batch effects among samples.
**NOTE** that `indexcov` excludes the sex chromosomes from the PCA, otherwise the 1st or 2nd principal Components
would separate the sexes because of coverage difference on the sex chromosomes. Because `indexcov` already examines
sex in the [sex plot](https://github.com/brentp/goleft/blob/master/docs/indexcov/help-sex.md) it is excluded from the
PCA so that we can more easily discover other batch effects.

We plot the *1st vs 2nd* principal components:

![pca1](https://cloud.githubusercontent.com/assets/1739/22120760/54e89e38-de3e-11e6-8bc0-c0ee22f23f99.png "pca1")


and the *1st vs 3rd* principal components:

![pca2](https://cloud.githubusercontent.com/assets/1739/22120759/54d8aa5a-de3e-11e6-8b46-f0e6c1d94080.png "pca2")


In these plots **each point represents a sample**.

In this case, we don't see any major clusterings or outliers, but we may want to hover over the samples at the
edges and check their sample Ids in the other `indexcov` plots.


================================================
FILE: docs/indexcov/help-sex.md
================================================
Inferred Sex
============

Since we have scaled coverage to have a median of 1, chromosomes with a value of ~0.5 have a single
copy of that chromosome while those with a value of 1 have 2 copies (assuming diploid organism).

Using that information, we can infer the copy-number state of the sex chromosomes and report.

For example:
![Sex Help](https://cloud.githubusercontent.com/assets/1739/22120288/6b304990-de3c-11e6-811e-fb01b0a83a67.png "sex help")

In these plots **each point represents a sample**.

Here, we can see inferred males in blue and inferred females in pink. (Color choices aside...)

We can also see a single outlier sample that has only a single X chromosome and no Y chromosomes. In this case
we know that there is a problem with this sample where much of the data from the Y chromosome was lost.

*When viewed in context, this plot is interactive*; the name of the sample will appear in a tool-tip when the 
user hovers over a point.

Atypical Ploidy
---------------

This plot will also enable discover of samples with unusual sex chromosome copy-numbers. For example, an **XXY**
sample would appear at *2* along the X-axis and *1* along the Y-axis (there are no points there in this cohort).
An **XYY** sample would appear above the males in this plot at position *2* on the Y-axis. The occurence of This
in the population is as high as 1 in 400 so it should not be too unexpected to find such samples in large cohorts.



================================================
FILE: docs/indexcov/index.html
================================================
<html>
    <body>
<a href="ex-indexcov-depth-15.html">depth plot: autosomal chromosome with large deletion in one sample</a>
<br/>

<a href="ex-indexcov-depth-X.html">depth plot: X chromosome showing separation of males and females</a>
<br/>

<a href="ex-indexcov-depth-Y.html">depth plot: Y chromosome showing separation of males and females</a>
<br/>

<a href="ex-indexcov-roc.html">ROC-like coverage plots for entire genome.</a>
<br/>

<a href="ex-indexcov-sex.html">Scatter plot of X and Y ploidies used to infer sex.</a>
<br/>

    </body>
<br/>

</html>


================================================
FILE: emdepth/README.md
================================================
[![GoDoc] (https://godoc.org/github.com/brentp/goleft/emdepth?status.png)](https://godoc.org/github.com/brentp/goleft/emdepth)

# emdepth
--
    import "github.com/brentp/goleft/emdepth"

emdepth uses a simplified EM algorithm to assign copy-number given a set of depths.
it is based off the implementation in cn.mops.
Like cn.mops, it works best with more samples and it assumes that most samples will
have copy-number 2.
emdepth consists of a single function EMDepth that iteratively assigns depths to copy-numbers, adjusts
the center of each copy-number bin. and re-assigns...
This package does no normalization and therefore expects incoming data to be normalized.


================================================
FILE: emdepth/emdepth.go
================================================
// Package emdepth uses a simplified EM algorithm to assign copy-number given a set of depths.
// it is based off the implementation in cn.mops.
// Like cn.mops, it works best with more samples and it assumes that most samples will
// have copy-number 2.
// emdepth consists of a single function EMDepth that iteratively assigns depths to copy-numbers, adjusts
// the center of each copy-number bin. and re-assigns...
// This package does no normalization and therefore expects incoming data to be normalized.
package emdepth

import (
	"fmt"
	"math"
	"sort"
	"sync"
)

// mean of all except highest and lowest values.
func median32(a []float32) float64 {
	// make a copy so we dont modify original order
	b := make([]float64, len(a))
	for i, v := range a {
		b[i] = float64(v)
	}
	sort.Float64s(b)
	if len(b)%2 == 1 {
		return b[len(b)/2]
	}
	return (b[len(b)/2] + b[len(b)/2+1]) / 2
}

// mean of all except highest and lowest values.
func mean32(a []float32) float32 {
	var sum float32
	for _, v := range a {
		sum += v
	}
	return sum / float32(len(a))
}

func mean64(a []float64) float64 {
	if len(a) == 0 {
		return 0
	}
	var sum float64
	for _, v := range a {
		sum += v
	}
	return sum / float64(len(a))
}

func abs(a float64) float64 {
	if a < 0 {
		return -a
	}
	return a
}

func abs32(a float32) float32 {
	if a < 0 {
		return -a
	}
	return a
}

const maxCN = 8
const maxiter = 10
const eps = 0.01

// used to test for convergence return the sum of abs differences
// and the largest absolute difference.
func summaxdiff(a, b []float64) (float64, float64) {
	var m, sum float64
	for i, av := range a {
		d := abs(av - b[i])
		sum += d
		if d > m {
			m = d
		}
	}
	return sum, m
}

func getBins(nSamples int) [][]float64 {
	binned := make([][]float64, maxCN+1)
	for i := 0; i < maxCN; i++ {
		if i == 2 {
			binned[i] = make([]float64, 0, nSamples)
		} else {
			binned[i] = make([]float64, 0)
		}
	}
	return binned
}

var binPool *sync.Pool

func init() {
	binPool = &sync.Pool{New: func() interface{} {
		return getBins(32)
	}}
}

type Position struct {
	Start uint32
	End   uint32
}

func (p *Position) String() string {
	return fmt.Sprintf("%d:%d", p.Start, p.End)
}

// EMDepth returns a slice of integer copy-numbers (CNs) corresponding to the given normalized
// depths. It uses a simple EM to assign depths to copy-numbers bins with a preference for CN 2.
// And to adjust the mean depth of each bin after each iteration.
// I is a unique identifier for the depths that can be use to assiciate the returned struct with
// position info.
func EMDepth(depths []float32, p Position) *EMD {

	m := median32(depths)
	// lambda are the centers of each CN
	lambda := make([]float64, maxCN+1)
	// put each sample into the bin they belong to.
	// we re-use these since they can take a lot of mem.
	binned := binPool.Get().([][]float64)

	// keep lastCenters to check for convergence.
	lastCenters := make([]float64, len(lambda))

	lambda[0], lambda[2] = eps*m, m
	lastCenters[0] = lambda[0]

	// EXPECTATION:
	// initialize centers of each bin relative to copy-number 2.
	for i := 1; i < len(lambda); i++ {
		if i != 2 {
			lambda[i] = lambda[2] * math.Pow(float64(i)/2, 1.1)
		}
	}

	// iterate at most maxiter times. stop early if the largest depth change
	// from 1 iter to the next is < 0.5 or if the total of all changes is < delta.
	sumd, maxd := float64(100), float64(100)
	for iter := 0; iter < maxiter && sumd > eps && maxd > 0.5; iter++ {
		for i := 1; i < len(lambda); i++ {
			lastCenters[i] = lambda[i]
			binned[i] = binned[i][:0]
		}
		binned[0] = binned[0][:0]
		//fmt.Println(getCNs(depths, centers), centers)
		// MAXIMIZATION
		// put samples in the bin they are closest 2.
		for _, df := range depths {
			d := float64(df)
			// most common case of copy-number 2.
			if d > lambda[1] && d < lambda[3] {
				if abs(d-lambda[2]) < abs(d-lambda[1]) && abs(d-lambda[2]) < abs(d-lambda[3]) {
					binned[2] = append(binned[2], d)
					continue
				}
			}
			idx := sort.SearchFloat64s(lambda, d)
			if idx == 0 {
				binned[0] = append(binned[0], d)
				continue
			}
			if idx == len(lambda) {
				binned[idx-1] = append(binned[idx-1], d)
				continue
			}
			// idx will always be the index of the value >= d so we check if idx or idx-1 is better.
			if abs(d-lambda[idx]) < abs(d-lambda[idx-1]) {
				binned[idx] = append(binned[idx], d)
			} else {
				binned[idx-1] = append(binned[idx-1], d)
			}
		}

		// EXPECTATION:
		// adjust copy-number 2 depth.
		lambda[2] = mean64(binned[2])
		if lambda[2] == 0 {
			n := float64(len(depths))
			// we exclude the top bin to avoid over-adjusting lambda[2] for extreme outliers.
			for i := 1; i < len(lambda)-1; i++ {
				bin := binned[i]
				pdepth := float64(len(bin)) / n
				if lambda[i] < eps {
					lambda[i] = eps
				}
				lambda[2] += mean64(bin) * (2 / float64(i)) * pdepth
			}
		}

		for i := 1; i < len(lambda); i++ {
			// adjust the expected depths of other copy-numbers based on that from CN2.
			lambda[i] = lambda[2] * (float64(i) / 2)
		}
		// make CN 2 more likely by expanding the range between CN1 and CN3.
		span := lambda[2] - lambda[1]
		lambda[1] -= (span / 1.5)
		lambda[3] += (span / 1.5)
		sumd, maxd = summaxdiff(lambda, lastCenters)
	}
	binPool.Put(binned)
	return &EMD{Lambda: lambda, Depths: depths, Position: p}
}

// EMD holds the posterior maximum depth for each copy-number
type EMD struct {
	Lambda   []float64
	Depths   []float32
	Position Position
	_l2      []float64
}

// Same returns
// 1) slice of indexes for samples that have the same (non 2 CN),
// 2) a slice indicating the sample-set that has changed state in o in a way that
// ends a CNV, either by going back to state2 or by switching from a state > 2
// less <2.
// 3)a float indicating the proportion of samples that in the same copy-number
// state in both.

const lower = -0.80
const upper = 0.40

func (e *EMD) Same(o *EMD) (non2 []int, changed []int, pct float64) {
	ofc := o.Log2FC()
	var nSame float64
	non2 = make([]int, 0, 2)
	changed = make([]int, 0, 1)
	for i, ee := range e.Log2FC() {
		oo := ofc[i]
		if ee > lower && ee < upper && oo > lower && oo < upper {
			nSame++
			continue
		}
		// same direction.
		if (oo >= upper && ee >= upper) || (oo <= lower && ee <= lower) {
			non2 = append(non2, i)
			nSame++
		} else {
			changed = append(changed, i)
		}
	}
	return non2, changed, nSame / float64(len(e.Depths))
}

// Log2FC is the fold-change relative to copy-number 2.
func (e *EMD) Log2FC() []float64 {
	if e._l2 != nil {
		return e._l2
	}
	m := make([]float64, 0, len(e.Depths))
	for _, d := range e.Depths {
		m = append(m, math.Log2(float64(d)/e.Lambda[2]))
	}
	e._l2 = m
	return m
}

// CN finds the posterior maximum CN for each sample.
func (e *EMD) CN() []int {
	cns := make([]int, len(e.Depths))
	for i, df := range e.Depths {
		cns[i] = e.Type(df)
	}
	return cns
}

// Type returns the copy-number for the given depth
func (e *EMD) Type(d float32) int {
	df := float64(d)
	idx := sort.SearchFloat64s(e.Lambda, df)
	var cn int
	if idx == 0 {
		cn = 0
	} else if idx == len(e.Lambda) {
		cn = len(e.Lambda)
	} else {
		// idx will always be the index of the value >= d so we check if idx or idx-1 is better.
		if abs(df-e.Lambda[idx]) < abs(df-e.Lambda[idx-1]) {
			cn = idx
		} else {
			cn = idx - 1
		}
	}
	return e.adjustCN(cn, df)
}

// adjustCN for copy-number 1 and 3. Use poisson PMF to make sure they
// are better than CN2. If not, set to CN2.
func (e *EMD) adjustCN(cn int, depth float64) int {

	// TODO: do this for all cn +/- 1.
	if cn != 2 && cn < len(e.Lambda) {
		dk := int(0.5 + depth)
		o, o2 := pmf(dk, e.Lambda[cn]), pmf(dk, e.Lambda[2])
		if o*0.9 < o2 {
			cn = 2
		}
	}
	return cn
}

// Cache is a way to track depth states.eps
// As new items are added to the cache, the value from EMD.Same
// is compared.
// Each time an EMD is added, a slice of Regions that have ended is returned.
type Cache struct {
	last *EMD
	// for each sample (key by sample index), where is it non-CN2?
	cnvs map[int][]*EMD
}

// CNV holds the information for a CNV for a single sample.
type CNV struct {
	SampleI  int
	Depth    []float32
	Position []Position
	Log2FC   []float32
	CN       []int
	PSize    int
}

func (c *CNV) String() string {
	return fmt.Sprintf("%v  %v", c.Position, c.CN)
}

func (c *Cache) Add(e *EMD) []*CNV {
	// TODO: here we check e.Position and eject anything that doesnt have and End with 3 * len(position).
	if c.last == nil {
		if c.cnvs == nil {
			c.cnvs = make(map[int][]*EMD, 200)
		}
		c.last = e
	}
	ret := c.Clear(&e.Position)
	noncn2, _, _ := c.last.Same(e)
	for _, si := range noncn2 {
		c.cnvs[si] = append(c.cnvs[si], e)
	}
	c.last = e
	return ret

}

func (c *Cache) Clear(p *Position) []*CNV {
	if p == nil {
		if c.last == nil {
			return nil
		}
		p = &Position{End: c.last.Position.End + 100000, Start: c.last.Position.Start + 100000}
	}
	cnvs := make([]*CNV, 0, 5)
	keys := make([]int, len(c.cnvs))
	//L := p.End - p.Start
	for si, emd := range c.cnvs {
		// not a big enough gap yet.
		if p.Start-emd[len(emd)-1].Position.End < 30000 {
			continue
		}
		if putative := makecnvs(emd, si); putative != nil {
			cnvs = append(cnvs, putative)
			cnvs[len(cnvs)-1].PSize = len(c.cnvs)
			keys = append(keys, si)
		}
	}
	for _, key := range keys {
		delete(c.cnvs, key)
	}
	return cnvs
}

// merge individal aberrant depth calls into CNVs.
func makecnvs(es []*EMD, sampleI int) *CNV {
	var cnv *CNV
	// in here, we know we have adjacent calls from  same sample.
	var k int
	for _, es := range es {
		fc := es.Log2FC()[sampleI]
		if fc > -0.5 && fc < 0.3 {
			continue
		}
		cn := es.Type(es.Depths[sampleI])
		if k == 0 {
			cnv = &CNV{SampleI: sampleI, CN: []int{cn}, Depth: []float32{es.Depths[sampleI]},
				Position: []Position{es.Position}, Log2FC: []float32{float32(fc)}}
			k++
			continue
		}
		cnv.CN = append(cnv.CN, cn)
		cnv.Depth = append(cnv.Depth, es.Depths[sampleI])
		cnv.Position = append(cnv.Position, es.Position)
		cnv.Log2FC = append(cnv.Log2FC, float32(fc))
	}
	return cnv
}


================================================
FILE: emdepth/emdepth_test.go
================================================
package emdepth

import (
	"fmt"
	"reflect"
	"testing"
)

var p = Position{123, 456}

func TestDepth(t *testing.T) {
	v := []float32{1, 8, 33, 34, 35, 37, 31, 22, 66}
	cns := EMDepth(v, p).CN()
	exp := []int{0, 1, 2, 2, 2, 2, 2, 2, 4}
	if !reflect.DeepEqual(cns, exp) {
		t.Errorf("expected: %v, got: %v", exp, cns)
	}

	exp = []int{2, 2, 2, 2, 2, 2, 2, 2, 2}
	v = []float32{30, 28, 33, 34, 35, 37, 31, 22, 38}
	cns = EMDepth(v, p).CN()
	if !reflect.DeepEqual(cns, exp) {
		t.Errorf("expected: %v, got: %v", exp, cns)
	}

}

func TestBig(t *testing.T) {
	v := []float32{296.6, 16.7, 17.0, 3019.2, 14.4, 16.5, 14.2, 26, 7}
	cns := EMDepth(v, p)
	exp := []int{8, 2, 2, 8, 2, 2, 2, 3, 1}
	_ = exp

	if !reflect.DeepEqual(cns.CN(), exp) {
		t.Errorf("expected: %v, got: %v", exp, cns.CN())
	}

	v2 := []float32{96.6, 16.7, 17.0, 319.2, 14.4, 16.5, 14.2, 7, 16}
	em2 := EMDepth(v2, p)
	idx, changed, pct := em2.Same(cns)
	if pct != 7./9. {
		t.Errorf("percent of sample with same state... expected: %v, got: %v", 7./9., pct)
	}
	if !reflect.DeepEqual(idx, []int{0, 3}) {
		t.Errorf("sample with non CN2 state... expected: 0, 3, got: %v", idx)
	}
	if !reflect.DeepEqual(changed, []int{7, 8}) {
		t.Errorf("expected change in 7,8, got: %v", changed)
	}

	fmt.Println(changed)
	fmt.Println(cns.Log2FC())
	fmt.Println(em2.Log2FC())
}

func BenchmarkEMDepth(b *testing.B) {
	v := []float32{296.6, 16.7, 17.0, 319.2, 14.4, 16.5, 14.2, 22, 33, 44, 66, 22, 33, 11, 15, 18, 22, 22, 44, 31, 22, 66, 22, 21, 23, 16, 17, 19}
	v = append(v, v...)

	s := 0
	for i := 0; i < b.N; i++ {
		cns := EMDepth(v, p).CN()
		s += len(cns)
	}

}


================================================
FILE: emdepth/mops/mops.go
================================================
// Package mops implements the EM algorithm described in the cn.mops paper.
package mops

import "math"

// mean of all except highest and lowest values.
func mean32(a []float32) float32 {
	var sum float32
	for _, v := range a {
		sum += v
	}
	return sum / float32(len(a))
}

func abs(a float64) float64 {
	if a < 0 {
		return -a
	}
	return a
}

func abs32(a float32) float32 {
	if a < 0 {
		return -a
	}
	return a
}

const maxCN = 8
const delta = 0.001
const maxiter = 10

const eps = 0.001

func pmf(k int, pmean float64) float64 {
	// TODO: pre-calc exp(-pmean) if math.Exp show up in bench.
	return math.Pow(pmean, float64(k)) * math.Exp(-pmean) / math.Gamma(float64(k+1))
}

// top right of eqn 5.
func pdepth(depths []float32, cn int, lambda float32, out []float32) {
	// i indexes copy-number, k indexes sample
	beta := float64(cn) / 2 * float64(lambda)
	if cn == 0 {
		beta = 0.001 / 2 * float64(lambda)
	}
	//em := math.Exp(-beta)
	for k, d := range depths {
		out[k] = float32(pmf(int(d+0.5), beta))
	}
}

// returns a square alpha ik.
func estep(alpha []float32, depths []float32, lambda float32, aik [][]float32) [][]float32 {
	// i index copy-numbers
	//	k indexes sample
	// N is number of samples.
	N := len(depths)
	if len(aik) == 0 {
		// best-to-reuse as this can take a lot of memory.
		aik = make([][]float32, len(alpha))
		for i := range aik {
			aik[i] = make([]float32, N)
		}
	}
	//expm := math.Exp(float64(-lambda))

	denom := make([]float32, len(depths))
	n := len(alpha)
	// calculte prob for cn 2.
	// eqn(1), eqn(5) denom.
	for k, d := range depths {
		for i := 0; i < n; i++ {
			denom[k] += alpha[i] * float32(pmf(int(d+0.5), float64(float32(i)/2*lambda)))
		}
	}

	// calculate prob for other cns.
	for cn := range alpha {
		// aik[cn] is set by this call to avoid allocation by re-use
		pdepth(depths, cn, lambda, aik[cn])
		// eqn 5 from cn.mops.
		for k, ad := range aik[cn] {
			aik[cn][k] = alpha[cn] * ad / denom[k]
		}
	}
	return aik
}

func mstep(depths []float32, adepths [][]float32) (alpha []float32, lambda float32) {
	n := len(adepths)
	alpha = make([]float32, n)
	N := float32(len(depths))
	// eqn 6, 7
	G := float32(11)
	var lambdaDenom float32
	ys := float32(len(alpha)) + G

	alphaDenom := 1 + 1/N*float32(ys-float32(n))

	for cn, ai := range adepths {
		amean := mean32(ai)
		yi := float32(1)
		if cn == 2 {
			yi = 1 + G
		}
		top := amean + 1/N*(yi-1)
		alpha[cn] = top / alphaDenom

		// eqn 7
		if cn == 0 {
			lambdaDenom += amean * eps / 2
		} else {
			lambdaDenom += amean * float32(cn) / 2
		}

	}
	return alpha, mean32(depths) / lambdaDenom
}

type Mopped struct {
	aik   [][]float32
	alpha []float32
}

func (m *Mopped) Gain() float32 {
	// cn.mops eqn(8)
	var ig float32
	for i, ai := range m.aik {
		v := float64(i)
		if i == 0 {
			v = float64(eps)
		}
		ig += mean32(ai) * float32(abs(math.Log(float64(v/2))))
	}
	return ig
}

func Mops(depths []float32) *Mopped {
	// alpha[i] is percentage of samples with CNi
	// lambda is mean read-count for CN2
	// x is depth
	// p(x|i) is likely that read-count x is from CNi == 1/x! * e^-(i/2 * lambda) * i/2*lambda
	alpha := make([]float32, maxCN)
	for i := 0; i < len(alpha); i++ {
		alpha[i] = eps
	}
	alpha[2] = 1.0 - 5*eps*float32(len(alpha)-1)

	nlambda := mean32(depths)
	lambda := float32(math.MaxFloat32) / 10.0
	var aik [][]float32

	// em iterations.
	for n := 0; abs32(lambda-nlambda) > 0.01 && n < 10; n++ {
		lambda = nlambda
		aik = estep(alpha, depths, lambda, aik)
		alpha, nlambda = mstep(depths, aik)
	}
	return &Mopped{aik: aik, alpha: alpha}
}

func CNINI(cns []int, depths []float32, centers []float64) float32 {
	var in float32
	for i, cni := range cns {
		if cni == 0 {
			continue
		}
		v := float32(i)
		if v == 0 {
			v = eps
		}
		in += float32(cni) / float32(abs(math.Log(float64(v/2))))
	}
	return in
}


================================================
FILE: emdepth/mops/mops_test.go
================================================
package mops_test

import (
	"reflect"
	"testing"

	"github.com/brentp/goleft/emdepth/mops"
)

func TestDepth(t *testing.T) {
	v := []float32{1, 8, 33, 34, 35, 37, 31, 22, 66}
	cns := mops.Mops(v)
	exp := []int{0, 1, 2, 2, 2, 2, 2, 2, 4}
	if !reflect.DeepEqual(cns, exp) {
		t.Errorf("expected: %v, got: %v", exp, cns)
	}

	exp = []int{2, 2, 2, 2, 2, 2, 2, 2, 2}
	v = []float32{30, 28, 33, 34, 35, 37, 31, 22, 38}
	cns = mops.Mops(v)
	if !reflect.DeepEqual(cns, exp) {
		t.Errorf("expected: %v, got: %v", exp, cns)
	}

}

func TestBig(t *testing.T) {
	v := []float32{296.6, 16.7, 17.0, 319.2, 14.4, 16.5, 14.2}
	cns := mops.Mops(v)
	exp := []int{8, 2, 2, 8, 2, 2, 2}

	if !reflect.DeepEqual(cns, exp) {
		t.Errorf("expected: %v, got: %v", exp, cns)
	}
}

func TestMops(t *testing.T) {
	v := []float32{93, 34, 33, 34, 35, 37, 33, 36, 32}
	_ = mops.Mops(v)
}


================================================
FILE: emdepth/stats.go
================================================
package emdepth

import "math"

var gammas []float64

func init() {
	gammas = make([]float64, 1000)
	for i := 0; i < 1000; i++ {
		gammas[i], _ = math.Lgamma(float64(i + 1))
	}
}

func pmf(k int, mu float64) float64 {
	sign := 1
	var lg float64
	if k < len(gammas) {
		lg = gammas[k]
	} else {
		lg, sign = math.Lgamma(float64(k + 1))
	}
	return math.Exp(float64(k)*math.Log(mu) - float64(sign)*lg - mu)
}

func cdf(mu float64, k int) float64 {
	var tot float64
	for ; k >= 0; k-- {
		tot += pmf(k, mu)
	}
	return tot
}


================================================
FILE: go.mod
================================================
module github.com/brentp/goleft

go 1.21.5

require (
	github.com/JaderDias/movingmedian v0.0.0-20220813210630-d8c6b6de8835
	github.com/alexflint/go-arg v1.4.3
	github.com/biogo/biogo v1.0.4
	github.com/biogo/hts v1.4.4
	github.com/biogo/store v0.0.0-20201120204734-aad293a2328f
	github.com/brentp/faidx v0.0.0-20200301150453-c39eb85760d8
	github.com/brentp/gargs v0.3.9
	github.com/brentp/go-chartjs v0.0.0-20170901194241-a37b166b7875
	github.com/brentp/smoove v0.2.8
	github.com/brentp/xopen v0.0.0-20220602092336-8ece9a01569d
	github.com/fatih/color v1.16.0
	go4.org v0.0.0-20230225012048-214862532bf5
	gonum.org/v1/gonum v0.14.0
	gonum.org/v1/plot v0.14.0
)

require (
	git.sr.ht/~sbinet/gg v0.5.0 // indirect
	github.com/ajstarks/svgo v0.0.0-20211024235047-1546f124cd8b // indirect
	github.com/alexflint/go-scalar v1.1.0 // indirect
	github.com/campoy/embedmd v1.0.0 // indirect
	github.com/edsrzf/mmap-go v1.0.0 // indirect
	github.com/go-fonts/liberation v0.3.1 // indirect
	github.com/go-latex/latex v0.0.0-20230307184459-12ec69307ad9 // indirect
	github.com/go-pdf/fpdf v0.8.0 // indirect
	github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0 // indirect
	github.com/mattn/go-colorable v0.1.13 // indirect
	github.com/mattn/go-isatty v0.0.20 // indirect
	github.com/pkg/errors v0.9.1 // indirect
	github.com/pmezard/go-difflib v1.0.0 // indirect
	golang.org/x/image v0.11.0 // indirect
	golang.org/x/sys v0.14.0 // indirect
	golang.org/x/text v0.12.0 // indirect
)


================================================
FILE: go.sum
================================================
cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc=
cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0=
cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To=
cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M=
cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE=
cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I=
cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw=
cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiyrjsg+URw=
cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0ZeosJ0Rtdos=
dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
gioui.org v0.0.0-20210308172011-57750fc8a0a6/go.mod h1:RSH6KIUZ0p2xy5zHDxgAM4zumjgTw83q2ge/PI+yyw8=
git.sr.ht/~sbinet/cmpimg v0.1.0 h1:E0zPRk2muWuCqSKSVZIWsgtU9pjsw3eKHi8VmQeScxo=
git.sr.ht/~sbinet/cmpimg v0.1.0/go.mod h1:FU12psLbF4TfNXkKH2ZZQ29crIqoiqTZmeQ7dkp/pxE=
git.sr.ht/~sbinet/gg v0.5.0 h1:6V43j30HM623V329xA9Ntq+WJrMjDxRjuAB1LFWF5m8=
git.sr.ht/~sbinet/gg v0.5.0/go.mod h1:G2C0eRESqlKhS7ErsNey6HHrqU1PwsnCQlekFi9Q2Oo=
github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
github.com/JaderDias/movingmedian v0.0.0-20220813210630-d8c6b6de8835 h1:mbxQnovjDz5SvlatpxkbiMvybHH1hsSEu6OhPDLlfU8=
github.com/JaderDias/movingmedian v0.0.0-20220813210630-d8c6b6de8835/go.mod h1:zsfWLaDctbM7aV1TsQAwkVswuKQ0k7PK4rjC1VZqpbI=
github.com/ajstarks/deck v0.0.0-20200831202436-30c9fc6549a9/go.mod h1:JynElWSGnm/4RlzPXRlREEwqTHAN3T56Bv2ITsFT3gY=
github.com/ajstarks/deck/generate v0.0.0-20210309230005-c3f852c02e19/go.mod h1:T13YZdzov6OU0A1+RfKZiZN9ca6VeKdBdyDV+BY97Tk=
github.com/ajstarks/svgo v0.0.0-20180226025133-644b8db467af/go.mod h1:K08gAheRH3/J6wwsYMMT4xOr94bZjxIelGM0+d/wbFw=
github.com/ajstarks/svgo v0.0.0-20211024235047-1546f124cd8b h1:slYM766cy2nI3BwyRiyQj/Ud48djTMtMebDqepE95rw=
github.com/ajstarks/svgo v0.0.0-20211024235047-1546f124cd8b/go.mod h1:1KcenG0jGWcpt8ov532z81sp/kMMUG485J2InIOyADM=
github.com/alexflint/go-arg v1.4.2/go.mod h1:9iRbDxne7LcR/GSvEr7ma++GLpdIU1zrghf2y2768kM=
github.com/alexflint/go-arg v1.4.3 h1:9rwwEBpMXfKQKceuZfYcwuc/7YY7tWJbFsgG5cAU/uo=
github.com/alexflint/go-arg v1.4.3/go.mod h1:3PZ/wp/8HuqRZMUUgu7I+e1qcpUbvmS258mRXkFH4IA=
github.com/alexflint/go-scalar v1.0.0/go.mod h1:GpHzbCOZXEKMEcygYQ5n/aa4Aq84zbxjy3MxYW0gjYw=
github.com/alexflint/go-scalar v1.1.0 h1:aaAouLLzI9TChcPXotr6gUhq+Scr8rl0P9P4PnltbhM=
github.com/alexflint/go-scalar v1.1.0/go.mod h1:LoFvNMqS1CPrMVltza4LvnGKhaSpc3oyLEBUZVhhS2o=
github.com/biogo/biogo v1.0.3/go.mod h1:WlqzR+oIOt6UKRqDbDsbLm7zHe4+FLLDd9iFTrnfloc=
github.com/biogo/biogo v1.0.4 h1:I+FV8WHty5o6pk1VWZxwFETJDcd25GKcGsghMTeQgCY=
github.com/biogo/biogo v1.0.4/go.mod h1:WlqzR+oIOt6UKRqDbDsbLm7zHe4+FLLDd9iFTrnfloc=
github.com/biogo/boom v0.0.0-20150317015657-28119bc1ffc1 h1:LAHY5JxqhOgJDeDBGKsQ4300qd3sG8C0j5CQS8gD+Kw=
github.com/biogo/boom v0.0.0-20150317015657-28119bc1ffc1/go.mod h1:fwtxkutinkQcME9Zlywh66T0jZLLjgrwSLY2WxH2N3U=
github.com/biogo/graph v0.0.0-20150317020928-057c1989faed/go.mod h1:UuyD2swDzTz1ChZTQld42mP5pyePLSDccmGycTpxRew=
github.com/biogo/hts v1.1.0/go.mod h1:6C9MdMt9ALD5PsluK5n0B0svHOpmVse3UjQQx/cTgOw=
github.com/biogo/hts v1.4.3/go.mod h1:eW40HJ1l2ExK9C+yvvoRSftInqWsf3ue+zAEjzCGWjA=
github.com/biogo/hts v1.4.4 h1:Z+TminqAKRE/t6nyy5PwI/DL90kdew4GpghB+QdjjFk=
github.com/biogo/hts v1.4.4/go.mod h1:AfPn4uJQ2zxi04Q/4vccdmCX16W+IsHXVguPsdh4HE4=
github.com/biogo/store v0.0.0-20200104231603-2c6ad937eb83/go.mod h1:wdbXg77soR6ESRprAMEwAQDFtLT6EAGF5o1GRy0cB5k=
github.com/biogo/store v0.0.0-20201120204734-aad293a2328f h1:+6okTAeUsUrdQr/qN7fIODzowrjjCrnJDg/gkYqcSXY=
github.com/biogo/store v0.0.0-20201120204734-aad293a2328f/go.mod h1:z52shMwD6SGwRg2iYFjjDwX5Ene4ENTw6HfXraUy/08=
github.com/boombuler/barcode v1.0.0/go.mod h1:paBWMcWSl3LHKBqUq+rly7CNSldXjb2rDl3JlRe0mD8=
github.com/brentp/faidx v0.0.0-20200301150453-c39eb85760d8 h1:8vtWhuvR/u/bgIR+2z77tkXiyNSsgRRPJQCmeaUsp8c=
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github.com/brentp/gargs v0.3.9 h1:d0shxMahZWCkGBprDR1ekUc+KnkOkKfs5nPWlO0eUZU=
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================================================
FILE: goleft.go
================================================
package goleft

const Version = "0.2.6"


================================================
FILE: indexcov/README.md
================================================
indexcov
========

<img src="https://user-images.githubusercontent.com/1739/29233991-66509a72-7eb1-11e7-903e-6c1ac57f45a0.png" style="width:359px;height:115">

Quickly estimate coverage from a *whole-genome* bam or [**cram**](#CRAM) index. 
A bam index has 16KB resolution so that's what this gives, but it provides what appears to be a high-quality 
coverage estimate in seconds per genome.

The output is scaled to around 1. So a long stretch with values of 1.5 would be a heterozygous duplication.
This is useful as a quick QC to get coverage values across the genome.

In our tests, we can **estimate depth across 60X genomes for 30 samples in 30 seconds**.

Interactive HTML plots of depth are output for each chromosome. **Live examples of the interactive output are available [here](http://indexcov.s3-website-us-east-1.amazonaws.com/)**

Usage
=====

```
goleft indexcov --directory my-project-dir/ *.bam
```

This will create a number of text files described in the [Files](#Files) section below.

In addition, it will write a few `.html` files containing interactive plots.

For example, if we view the $prefix-indexcov-depth-X.html file for **X chromosome** we can see a
nice separation of samples by sex except at the PAR at the left:

![X Example](https://cloud.githubusercontent.com/assets/1739/21597648/074f06ca-d10b-11e6-8732-e9a2e8d1ecb5.png "x example")

That plot is taken directly from the HTML output by `indexcov`.

Using that separation, `indexcov` infers the copy-number of the sex chromosomes, outputs a stub .ped/.fam file with that
information, and makes a plot like this one:

![Sex Example](https://cloud.githubusercontent.com/assets/1739/21627994/2973d464-d1d9-11e6-9962-5d3ac0f80329.png "sex example")
Where here the males and females separate by the X and Y chromosomes perfectly.

In some cases, we have found *XXY* and *XYY* samples this way.


`indexcov` will output a coverage (ROC) plot that shows how much of the genome is coverage at at given (scaled) depth.
This is output to a $prefix-depth-roc.html file and looks like:
![ROC Example](https://cloud.githubusercontent.com/assets/1739/21599983/b27fa4d8-d132-11e6-95b9-e9fa8ae64412.png "ROC example")

Here we can see that one sample has much lower coverage than the rest, and we can hover and determine the exact sample.


Finally, `indexcov` will output a `$prefix-indexcov-bins.html` file with a point per sample. Samples with high
values on the y-axis have very uneven coverage (this will affect SV calling). Samples with high values on There
x-axis have many missing bins (likely truncated bam files).

<a name="CRAM"></a> CRAM
========================

CRAM indexes are supported. Since there is not a full CRAM parser available in go yet, `indexcov` uses only
the .crai files and requires a `.fasta.fai` to be sent via `--fai` so that it knows the chromosome names and
lengths. The sample names are inferred from the file names. crai resolution is often much less than 100KB (compared to)
16KB for the bam index, but it is sufficient to find large-scale differences in coverage.

Example usage with cram looks like:

```
goleft indexcov --extranormalize -d output/ --fai h human_g1k_v37.fasta.fai /path/to/*.crai
```

**note** that the .fai (not the fasta) is required and that the files are .crai (not cram).

The `--extranormalize` flag greatly improves the results on CRAM (crai) files.

# <a name="BAI only"></a> BAI only

If the BAM file itself is not available, you can pass the BAI only. 

Similar to CRAI, the BAI only mode requires a `.fasta.fai` to be
sent via `--fai` so that it knows the chromosome names and lengths. 

The sample names are inferred from the file names.

Example usage with BAI files looks like:

```
goleft indexcov --extranormalize -d output/ --fai human_g1k_v37.fasta.fai /path/to/*.bai
```

**note** that the .fai (not the fasta) is required when passing the BAI


How It Works
============

The bam index stores a linear index for each chromosome indicating the file (and virtual) offset for every 16,384 bases in
that chromosome. Since we know the total number of 16,384 base intervals in the index and the size of the bam file (from the
last file offset stored in the index), we know the average size (in bytes) of taken by each 16,384 base chunk. So, we iterate
over each (16KB) element in the linear index, subtract the previous file offset, and scale by the expected (average) size. This
gives the scaled value for each 16,384-base chunk. There are many ways that this value can be off, but, in practice, it works
well as a rough estimate.

Because of this `indexcov` is of less-use on exome or targetted capture, but those will
be very fast to run with `goleft depth` anyway.

<a name="Files"></a> Files
==========================

In addition to the  interactive HTML files, `indexcov` outputs a number of text files:

+ `$prefix-indexcov.ped`: a .ped/.fam file with the inferred sex in the appropriate column if the sex chromosomes were found.
                          the CNX and CNY columns indicating the floating-point estimate of copy-number for those chromosomes.
                          `bins.out`: how many bins had a coverage value outside of (0.85, 1.15). high values can indicate high-bias samples.
                          `bins.lo`: number of bins with value < 0.15. high values indicate missing data.
                          `bins.hi`: number of bins with value > 1.15. 
                          `bins.in`: number of bins with value inside of (0.85, 1.15)
                          `p.out`: `bins.out/bins.in`
                          `PC1...PC5`: PCA projections calculated with depth of autosomes.

+ `$prefix-indexcov.roc`: tab-delimited columns of chrom, scaled coverage cutoff, and $n_samples columns where each indicates the
                          proportion of 16KB blocks at or above that scaled coverage value.
+ `$prefix-indexcov.bed.gz`: a bed file with columns of chrom, start, end, and a column per sample where the values indicate there
                             scaled coverage for that sample in that 16KB chunk.


================================================
FILE: indexcov/anonymize/README.md
================================================
this is a small tool to create a new stub bam file with **all real readgroups and data removed** 
so users can share the full bam index but a (small) bam file containing only a spartan header.

The index is left unchanged and just copied to a new file with an unformative name.

usage is like:

```
anonymize-for-indexcov test1 *.bam
```

this will create sample\_test1\_0001.bam, sample\_test1\_0001.bam.bai ... sample\_test1\_$n.bam, sample\_test1\_$n.bam.bai 
which can be shared.


================================================
FILE: indexcov/anonymize/main.go
================================================
package main

import (
	"fmt"
	"log"
	"os"
	"os/exec"
	"strconv"
	"time"

	"github.com/biogo/hts/bam"
	"github.com/biogo/hts/sam"
	"github.com/brentp/xopen"
)

func main() {
	if len(os.Args) < 3 {
		fmt.Println("\nUsage: anonymize-for-indexcov name *.bam.\n\nThis will create files like sample_0001.bam through sample_$name_$n.bam with read-groups and file names changed as well.\n")
		os.Exit(1)
	}
	if xopen.Exists(os.Args[1]) {
		log.Fatal("send (arbitrary) name as 1st argument. must not be an exisiting file.")
	}
	for i := 2; i < len(os.Args); i++ {
		f, err := os.Open(os.Args[i])
		if err != nil {
			panic(err)
		}
		name := fmt.Sprintf("sample_%s_%04d", os.Args[1], i-1)

		br, err := bam.NewReader(f, 1)
		if err != nil {
			panic(err)
		}
		defer f.Close()
		defer br.Close()

		rgs := br.Header().RGs()
		hdr := br.Header().Clone()
		if len(rgs) == 0 {
			fmt.Fprintf(os.Stderr, "no readgroups in %s\n", os.Args[i])
		}
		rg, err := sam.NewReadGroup(name, "", strconv.Itoa(i-1), "XX", "indexcov-anon", "illumina", "", name, "", "", time.Now(), 1000)
		if err != nil {
			panic(err)
		}
		if err := hdr.AddReadGroup(rg); err != nil {
			panic(err)
		}

		fo, err := os.Create(fmt.Sprintf("%s.bam", name))
		if err != nil {
			panic(err)
		}
		defer fo.Close()

		o, err := bam.NewWriter(fo, hdr, 1)
		if err != nil {
			panic(err)
		}

		if err := o.Close(); err != nil {
			panic(err)
		}
		bai := ""
		if _, err := os.Stat(f.Name() + ".bai"); err == nil {
			bai = f.Name() + ".bai"
		} else if _, err := os.Stat(f.Name()[:len(f.Name())-4] + ".bai"); err == nil {
			bai = f.Name()[:len(f.Name())-4] + ".bai"
		}
		if bai == "" {
			panic(fmt.Sprintf("unable to find bam index for %s", f.Name()))
		}
		if err := exec.Command("cp", "-f", bai, fmt.Sprintf("%s.bam.bai", name)).Run(); err != nil {
			panic(err)
		}
		fmt.Printf("wrote: %s.bam\n", name)
	}
}


================================================
FILE: indexcov/crai/README.md
================================================

read a crai and output sizes.

the python scripts in this directory simplify comparing the output of samtools depth

with the output of crai.

e.g.

```
samtools depth xx/phase3/data/NA21144/alignment/NA21144.mapped.ILLUMINA.bwa.GIH.low_coverage.20130415.bam.cram > t.out
cat t.out | python agg.py > real.bed
python plot-vs-with-st-depth.py real.bed o.bed
```
where o.bed is from the crai.Sizes() (and the output of running go test in this directory).


================================================
FILE: indexcov/crai/crai.go
================================================
package crai

import (
	"bufio"
	"fmt"
	"io"
	"log"
	"strconv"
	"strings"
)

// note: for index cov, just need alnStart, alnSpan and sliceLen
// will need to scale sliceLen by 16384/alnSpan and then artifically partition
// into 16KB chunks?

// Slice holds the index information for a particular cram slice
type Slice struct {
	alnStart int64
	alnSpan  int64
	// Container start byte offset in the file
	containerStart int64
	// Slice start byte offset in the container data (‘blocks’)
	sliceStart int64
	sliceLen   int32
}

func (s Slice) Start() int64 {
	return s.alnStart
}

func (s Slice) SliceBytes() int32 {
	return s.sliceLen
}

func (s Slice) Span() int64 {
	return s.alnSpan
}

type Index struct {
	Slices [][]Slice
}

const TileWidth = 16384

func (idx *Index) Sizes() [][]int64 {
	refs := make([][]int64, len(idx.Slices))
	for i, s := range idx.Slices {
		refs[i] = idx.makeSizes(s)
	}
	return refs
}

// estimate the sizes (in arbitrary units of 16KB blocks from the cram index.
// the index has arbitrary slice sizes so this function interpolates the 16KB
// blocks.
func (idx *Index) makeSizes(slices []Slice) []int64 {
	// each slice may be hundreds of KB. This function splits those into 16KB chunks to match the
	// bam index. If we have e.g. start, end, size: 10000, 30000, 100
	// then we have to back fill from 0-10000
	if len(slices) == 0 {
		return nil
	}
	last := slices[len(slices)-1]
	if last.alnSpan < 0 {
		last.alnSpan = 0
	}
	if last.alnSpan > 1000000 {
		last.alnSpan = 0
	}

	sizes := make([]int64, 0, (last.Start()+last.Span()+TileWidth)/TileWidth)
	lastStart := int64(0)
	lastVal := int64(0)
	//unusedBytes := int32(0)

	for _, sl := range slices {
		// back fill gaps
		for k := 0; lastStart < sl.Start()-TileWidth; lastStart += TileWidth {
			if k == 0 {
				sizes = append(sizes, lastVal)
				lastVal = 0
			} else {
				sizes = append(sizes, 0)
			}
			k++
		}
		overhang := (sl.Start() - lastStart)
		if overhang > TileWidth {
			panic("tilewidth logic error")
		}
		for overhang < -TileWidth {
			// can get here with long reads if a read from the previous slice
			// extended > tileWidth into the next slice.
			// could get slightly better by taking average, but should be pretty close
			// as long as the cram slices are largish.
			sl.alnStart += TileWidth
			sl.alnSpan -= TileWidth
			overhang = (sl.Start() - lastStart)
		}
		if sl.alnSpan <= 0 {
			// if we did so much correction for overlapping bins above that alnSpan
			// becomes negative, then just skip this bin.
			continue
		}
		// 100000 is an arbitrary scalar to make sure we have enough resolution.
		perBase := int64(100000 * float64(sl.SliceBytes()) / float64(int64(sl.Span())))

		nTiles := int64(float64(sl.Span()) / float64(TileWidth))
		if nTiles == 0 && sl.Start()-lastStart < TileWidth {
			lastVal = perBase
			continue
		}

		for i := 0; i < int(nTiles); i++ {
			sizes = append(sizes, perBase)
		}
		cmp := int(sl.Start()+sl.Span()) / TileWidth
		if len(sizes) > cmp+1 || cmp < len(sizes)-1 {
			log.Println(len(sizes), cmp, overhang, sl.alnSpan)
			panic("logic error")
		}

		lastStart += TileWidth * nTiles
		lastVal = perBase
	}
	return sizes
}

func ReadIndex(r io.Reader) (*Index, error) {
	b := bufio.NewReader(r)

	idx := &Index{Slices: make([][]Slice, 0, 2)}
	iline := 1

	for line, err := b.ReadString('\n'); err == nil; line, err = b.ReadString('\n') {
		parts := strings.Split(strings.TrimSpace(line), "\t")
		if len(parts) != 6 {
			return nil, fmt.Errorf("crai: expected 6 fields in index, got %d at line %d", len(parts), iline)
		}

		si, err := strconv.Atoi(parts[0])
		if err != nil {
			return nil, fmt.Errorf("crai: unable to parse seqID (%s) at line %d", parts[0], iline)
		}
		if si == -1 {
			// TODO: handle unmapped.
			continue
		}
		for i := len(idx.Slices); i <= si; i++ {
			idx.Slices = append(idx.Slices, make([]Slice, 0, 16))
		}

		sl := Slice{}
		if alnStart, err := strconv.Atoi(parts[1]); err != nil {
			return nil, fmt.Errorf("crai: unable to parse alignment start (%s) at line %d", parts[1], iline)
		} else {
			sl.alnStart = int64(alnStart)
		}

		if alnSpan, err := strconv.Atoi(parts[2]); err != nil {
			return nil, fmt.Errorf("crai: unable to parse alignment span (%s) at line %d", parts[2], iline)
		} else {
			if alnSpan < 0 {
				log.Printf("crai: negative alnSpan in line %d: %s. breaking early.", iline, line)
				break
			}
			sl.alnSpan = int64(alnSpan)
		}

		if containerStart, err := strconv.Atoi(parts[3]); err != nil {
			return nil, fmt.Errorf("crai: unable to parse alignment container start (%s) at line %d", parts[3], iline)
		} else {
			sl.containerStart = int64(containerStart)
		}

		if sliceStart, err := strconv.Atoi(parts[4]); err != nil {
			return nil, fmt.Errorf("crai: unable to parse alignment slice start (%s) at line %d", parts[4], iline)
		} else {
			sl.sliceStart = int64(sliceStart)
		}

		if sliceLen, err := strconv.Atoi(parts[5]); err != nil {
			return nil, fmt.Errorf("crai: unable to parse alignment slice length (%s) at line %d", parts[5], iline)
		} else {
			sl.sliceLen = int32(sliceLen)
		}
		idx.Slices[si] = append(idx.Slices[si], sl)

		iline++
	}
	return idx, nil
}


================================================
FILE: indexcov/crai/crai_test.go
================================================
package crai_test

import (
	"fmt"
	"strings"
	"testing"

	"github.com/brentp/goleft/indexcov/crai"
)

func TestCrai(t *testing.T) {

	s := strings.NewReader(`0	1	2	3	4	5
0	10	20	30	40	50
`)
	cr, err := crai.ReadIndex(s)
	if err != nil {
		t.Fatal(err)
	}

	if len(cr.Slices) != 1 {
		t.Fatalf("expected 1 chromosome, got %d", len(cr.Slices))
	}

	sl := cr.Slices[0]

	if len(sl) != 2 {
		t.Fatalf("expected 2 slices, got %d", len(sl))
	}

	for _, t := range sl {
		_, _, _ = t.Start(), t.Span(), t.SliceBytes()
	}

}

// 1146880
var idx = `0	10000	98379	36840	1620	376975
0	108293	223811	415455	1235	340259
0	332008	216930	756971	1581	339687
0	548839	19350	1098262	1169	352877
0	568089	106488	1452331	1368	345918
0	674487	90494	1799640	1409	365740
0	764899	125730	2166812	1712	350645
0	890534	140973	2519192	1486	364685
0	1031414	139590	2885386	1588	356302
0	1170919	140119	3243299	1572	359060
0	1310940	137115	3603954	1529	365674
0	1448024	133108	3971180	1835	363843
0	1581038	137289	4336881	1750	369761
0	1718228	136278	4708415	1548	335329
0	1854421	123464	5045315	1402	353039
0	1977820	127030	5399779	1608	350448
0	2104772	129146	5751858	1563	348622
0	2233827	127856	6102067	1455	349386
0	2361588	129725	6452932	1261	356680
0	2491213	101511	6810897	1501	365948
0	2592624	28814	7178370	1358	397107
0	2621348	150582	7576859	1476	369734
0	2771851	119185	7948093	1258	342981
0	2890957	124205	8292356	1243	341129
0	3015072	123311	8634752	1439	348721
0	3138297	118843	8984936	1593	344954
0	3257052	127723	9331507	1347	344047
0	3384716	119494	9676925	1294	357167
0	3504120	128298	10035410	1414	346775
0	3632331	126302	10383623	1525	342429
0	3758552	274674	10727601	1614	337424
0	4033134	117718	11066663	1594	337403
0	4150756	120352	11405684	1606	333740
0	4271012	125762	11741054	1743	323584
0	4396681	118868	12066405	1311	323366
0	4515486	123210	12391106	1265	319824
0	4638603	120369	12712219	1520	332580
0	4758884	123362	13046343	1433	328811
0	4882163	119054	13376611	1619	319867
0	5001119	124311	13698121	1696	315595
0	5125364	128076	14015436	1624	315283
0	5253347	120690	14332367	1436	319389
0	5373958	116817	14653216	1610	318628
0	5490695	120899	14973478	1332	320077
0	5611504	120480	15294911	1850	322617
0	5731904	119029	15619402	1595	330318
0	5850846	113350	15951339	1597	340137
0	5964111	122145	16293097	1385	333181
0	6086160	126699	16627687	1344	341799
0	6212770	133028	16970854	1577	343277
0	6345707	130302	17315732	1532	342423
0	6475915	134951	17659711	1586	347598
0	6610772	131820	18008919	1592	340399
0	6742493	142259	18350934	1669	326444
0	6884663	124995	18679071	1483	320083
0	7009578	128186	19000661	1287	327744
0	7137666	120030	19329716	1589	323926
0	7257601	126671	19655255	1703	319685
0	7384175	121696	19976667	1976	332125
0	7505779	120973	20310792	1356	336230
0	7626682	115847	20648402	1672	338414
0	7742438	131032	20988512	1412	317677
0	7873372	131251	21307625	1551	320147
0	8004547	134702	21629347	1572	324015
0	8139149	135476	21954958	1618	329084
0	8274525	136750	22285684	1700	340582
0	8411190	127765	22627990	1549	321197
0	8538872	133492	22950760	1520	308348
0	8672266	127187	23260652	1437	309313
0	8799372	131584	23571426	1458	318471
0	8930860	128611	23891379	1660	332559
0	9059378	127131	24225622	1536	335656
0	9186411	130194	24562838	1472	337544
0	9316505	124536	24901878	1469	340396
0	9440952	127726	25243767	1500	337049
0	9568598	141719	25582340	1627	340949
0	9710221	133996	25924940	1664	336823
0	9844121	135187	26263451	1534	333708
0	9979217	140316	26598717	1633	334390
0	10119441	135019	26934764	1609	323217
0	10254373	134924	27259614	1455	316355
0	10389214	128926	27577448	1417	327449
0	10518042	136203	27906338	1614	323743
0	10654170	133162	28231719	1317	340278
0	10787233	132363	28573338	1497	337946
0	10919497	139654	28912805	1479	337748
0	11059065	132698	29252056	1792	335305
0	11191675	129656	29589177	1584	319516
0	11321276	129265	29910301	1562	336638
0	11450451	122715	30248525	1598	330873
0	11573071	120747	30581020	1444	333986
0	11693728	130360	30916474	1469	339153
0	11823991	123116	31257120	1430	337234
0	11947009	136104	31595808	1708	341470
0	12083015	134121	31939010	1567	337773
0	12217046	125235	32278374	1442	328336
0	12342184	125910	32608176	1501	309340
0	12468023	128067	32919041	1381	318171
0	12596001	129826	33238617	1536	332458
0	12725728	120211	33572635	1540	318404
0	12845852	180913	33892603	1822	385639
0	13026751	193054	34280088	1521	373550
0	13219744	278442	34655183	1606	390541
0	13498096	261376	35047354	1499	383871
0	13759375	139139	35432748	1596	336999
0	13898433	132644	35771367	1675	324553
0	14030993	127855	36097619	1624	318606
0	14158764	125722	36417873	1559	313294
0	14284393	120888	36732750	1573	311154
0	14405198	122270	37045501	1461	313614
0	14527375	120685	37360600	1625	307387
0	14647972	120448	37669636	1846	314702
0	14768327	126877	37986208	1554	315066
0	14895110	124435	38302852	1357	320150
0	15019451	120243	38624383	1780	326472
0	15139606	121377	38952659	1430	327047
0	15260885	125905	39281160	1396	334528
0	15386691	127795	39617108	1551	330634
0	15514402	124196	39949317	1576	326422
0	15638501	131727	40277339	1684	329656
0	15770128	134594	40608703	1538	329025
0	15904632	132167	40939290	1471	326325
0	16036721	143719	41267110	1636	341469
0	16180343	134667	41610239	1521	323024
0	16314912	128708	41934808	1612	346945
0	16443521	130188	42283389	1421	341259
0	16573611	140706	42626093	1488	326262
0	16714238	122851	42953867	1623	342607
0	16836990	56350	43298121	1682	364620
0	16893240	38344	43664447	1620	351089
0	16931488	34562	44017180	1581	350140
0	16965951	56950	44368925	1743	382390
0	17022806	51941	44753082	1919	371560
0	17074648	102243	45126585	1498	367099
0	17176793	84066	45495206	2072	365636
0	17260784	123192	45862938	1738	343847
0	17383896	124299	46208547	1590	331221
0	17508096	125537	46541382	1472	333015
0	17633554	128725	46875893	1699	338509
0	17762197	138249	47216125	1575	338019
0	17900383	118002	47555743	1302	335947
0	18018301	124842	47893016	1606	329257
0	18143047	117392	48223903	1510	323080
0	18260345	118877	48548517	1568	327320
0	18379136	119512	48877429	1564	328883
0	18498549	116652	49207900	1366	324878
0	18615104	114931	49534168	1744	327737
0	18729942	121752	49863673	1632	319702
0	18851622	129914	50185031	1515	329613
0	18981440	122962	50516183	1522	328620
0	19104309	116009	50846349	1458	335808
0	19220322	122864	51183639	1569	334383
0	19343131	128481	51519615	1414	323724
0	19471522	125783	51844777	1425	321161
0	19597217	123320	52167387	1716	335798
0	19720437	123959	52504925	1717	327931
0	19844298	135030	52834597	1648	326199
0	19979229	125831	53162468	1411	329689
0	20104964	130883	53493592	1452	318283
0	20235761	121191	53813351	1664	318562
0	20356869	120008	54133601	1181	320739
0	20476786	125569	54455545	1618	324297
0	20602272	119638	54781484	1459	326087
0	20721827	126216	55109054	1438	325701
0	20847968	132328	55436217	1596	328716
0	20980217	129820	55766553	1628	330752
0	21109952	135858	56098957	1834	312722
0	21245716	133008	56413537	1645	305135
0	21378670	145007	56720341	1763	317179
0	21523577	124960	57039307	1528	334865
0	21648448	132127	57375724	1912	338920
0	21780503	126885	57716580	1768	336635
0	21907296	125927	58055007	1529	336941
0	22033162	134424	58393501	1620	329337
0	22167491	126422	58724482	1673	342363
0	22293815	136798	59068542	1823	339536
0	22430545	124881	59409925	1512	331601
0	22555331	122989	59743062	1476	331213
0	22678264	121469	60075775	1650	319197
0	22799637	119769	60396646	1440	325811
0	22919328	120880	60723921	1506	332451
0	23040151	121567	61057902	1476	331124
0	23161620	120925	61390526	1562	330808
0	23282458	129291	61722920	1596	314333
0	23411653	131186	62038873	1486	321528
0	23542750	140221	62361911	1688	320914
0	23682890	129770	62684537	1641	331197
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0	118464566	126905	288328019	1573	298235
0	118591411	131669	288627852	1421	295051
0	118722996	126669	288924349	1856	302565
0	118849592	135020	289228795	1713	298292
0	118984525	124248	289528825	1523	297365
0	119108699	131712	289827738	1693	303986
0	119240313	138149	290133442	1678	299305
0	119378370	122989	290434450	1895	301438
0	119501266	128229	290737808	1623	312755
0	119629432	131738	291052211	1713	310468
0	119761078	132090	291364417	1497	307081
0	119893084	122675	291673020	1581	306060
0	120015668	118786	291980686	1925	317526
0	120134358	126018	292300162	1626	314099
0	120260279	124386	292615912	1555	313769
0	120384610	127166	292931261	1427	303437
0	120511679	68942	293236150	1615	337718
0	120580530	65358	293575508	1852	346611
0	120645805	157374	293923996	1581	355543
0	120803081	292156	294281145	1611	394116
0	121095139	107975	294676897	1643	343884
0	121203059	129501	295022449	1979	309930
0	121332496	48478	295334383	1571	359860
0	121380876	55796	295695839	1076	349463
0	121436608	46756	296046403	1435	360604
0	121483264	1638	296408467	1183	362135
0	121484802	21054044	296771809	1604	371620
0	142538746	45974	297145059	1726	355533
0	142584621	46308	297502343	1744	349359
0	142630832	40939	297853471	1707	372181
0	142671693	112684	298227384	1536	370775
0	142784290	25164	298599720	1452	360364
0	142809355	45798	298961561	1392	350708
0	142855054	66607	299313686	1787	372863
0	142921567	211477	299688361	1724	349632
0	143132965	72673	300039742	1532	386390
0	143205549	83310	300427689	1843	375582
0	143288782	131097	300805139	1480	372139
0	143419780	86682	301178783	1510	377012
0	143506390	241661	301557330	1974	363276
0	143747952	204606	301922605	1663	384388
0	143952464	69764	302308681	1684	352441
0	144022131	142476	302662831	1921	354170
0	144164507	174117	303018947	1301	340308
0	144338531	201991	303360581	1631	362542
0	144540425	145460	303724779	1895	378497
0	144685798	167626	304105196	1806	358666
0	144853324	66785	304465693	1526	323039
0	144920012	64007	304790283	1631	328681
0	144983958	48404	305120620	1726	334832
0	145032264	33936	305457203	1708	324092
0	145066101	42936	305783028	1422	306767
0	145108937	57942	306091242	1524	331007
0	145166781	52631	306423798	1646	351762
0	145219316	49526	306777231	1596	342487
0	145268743	44047	307121339	1725	352689
0	145312690	41341	307475778	1398	323765
0	145353931	96398	307800966	1643	342355
0	145450246	131218	308144989	1598	325990
0	145581365	134680	308472602	1692	325284
0	145715948	192063	308799603	1665	355878
0	145907955	149751	309157171	1661	379030
0	146057618	288397	309537887	1660	381873
0	146345924	172899	309921445	1826	364414
0	146518723	129986	310287710	1564	313660
0	146648618	130814	310602959	1785	311841
0	146779336	125946	310916610	1892	313095
0	146905186	124141	311231622	1766	306397
0	147029239	126966	311539810	1420	311136
0	147156123	123967	311852391	1363	308625
0	147279990	126498	312162404	1747	314841
0	147406390	172495	312479017	1577	373311
0	147578800	164380	312853930	1601	378021
0	147743106	156244	313233577	1465	340355
0	147899250	111732	313575422	1590	353053
0	148010883	232545	313930090	1575	345794
0	148243334	99818	314277484	1273	339652
0	148343054	244805	314618434	1943	380274
0	148587763	164657	315000676	1514	352438
0	148752321	112950	315354653	1657	360987
0	148865171	44917	315717322	1389	374261
0	148909991	97923	316092997	1426	361551
0	149007815	208526	316455999	1848	332068
0	149216249	89328	316789940	1719	363928
0	149305491	151578	317155612	1770	380166
0	149457042	224984	317537573	1611	365659
0	149681950	93349	317904868	1688	359431
0	149775203	134825	318266012	1499	357798
0	149909940	135166	318625334	1702	313541
`

func TestSizes(t *testing.T) {
	s := strings.NewReader(idx)

	cr, err := crai.ReadIndex(s)
	if err != nil {
		t.Fatal(err)
	}
	for i, c := range cr.Sizes()[0] {
		fmt.Printf("1\t%d\t%d\t%d\n", i*16384, (i+1)*16384, c)
	}
}


================================================
FILE: indexcov/crai/plot-vs-with-st-depth.py
================================================
import sys

freal = sys.argv[1]
fcram = sys.argv[2]

def read(path):
    xs, ys = [], []
    for toks in (l.rstrip().split("\t") for l in open(path)):
        try:

            ys.append(float(toks[3]))
            xs.append(int(toks[1]))
        except IndexError:
            break
    return xs, ys 

realx, realy = read(freal)
cramx, cramy = read(fcram)

n = min(len(realx), len(cramx))

import numpy as np

realx, realy = realx[:n], np.array(realy[:n])
cramx, cramy = cramx[:n], np.array(cramy[:n])


cramy = cramy.astype(float) / np.median(np.array(cramy))
realy = realy.astype(float) / np.median(realy)

assert all(c == r for c, r in zip(cramx, realx))

from matplotlib import pyplot as plt

import seaborn as sns
sns.set_palette('Set1')
sns.set_style('whitegrid')

plt.plot(realx, realy, marker=None, lw=1, ls='-', label='samtools-depth')
plt.plot(realx, cramy, marker=None, lw=1, ls='-', label='cram-index')
plt.ylim(0, 5)
plt.xlabel("genomic position")
plt.ylabel("scaled depth")
plt.legend()
plt.show()


================================================
FILE: indexcov/crai/st-depth-to-bins.py
================================================
import sys
from itertools import groupby
import numpy as np


def gen():
    for l in sys.stdin:
        chrom, p, d = l.rstrip().split()
        if chrom != '1': break
        p, d = int(p), float(d)
        yield p, d

last = 0
interval = 16384
for i, g in groupby(gen(), lambda (p, d) : p / interval):
    if i * interval > 150028288:
        break

    g = list(g)
    n = len(g)
    vals = [x[1] for x in g]
    while last < i * interval:
        print "1\t%d\t%d\t0" % (last, last+16384)
        last += 16384

    for k in range(interval/16384):
        print "1\t%d\t%d\t%.2f" % ((i+k) * 16384, (i+k+1)*16384, sum(vals) / 16384)
    last = (i+1) * interval


================================================
FILE: indexcov/functional-tests.sh
================================================
#!/bin/bash

test -e ssshtest || wget -q https://raw.githubusercontent.com/ryanlayer/ssshtest/master/ssshtest

. ssshtest
set -uo pipefail

go build -o ./goleft_test ../cmd/goleft/goleft.go

check_nobams() {
    echo "XXX"
}

get() {
    set -e
    bam=$1
    if [[ ! -e $bam ]]; then
        curl -sS https://s3.amazonaws.com/b4-test-data/$bam > $bam
    fi
    if [[ ! -e $bam.bai ]]; then
        curl -sS https://s3.amazonaws.com/b4-test-data/$bam.bai > $bam.bai
    fi
    set +e
}

num_colcounts() {
    set -e
    f=$1
    awk 'BEGIN{FS=OFS="\t"} NR > 1 { print NF }' $f | uniq -c | wc -l
}
export -f num_colcounts


run check_empty ./goleft_test indexcov -d /tmp/tt test-data/sample_issue_27_0001.bam
assert_exit_code 0
rm -rf /tmp/tt


export -f check_nobams
run check_no_bams ./goleft_test indexcov -d /tmp/tt
assert_exit_code 255
assert_in_stderr "error: bam is required"


get sample_name_0001.bam
rm -rf /tmp/tt
run check_single_sample ./goleft_test indexcov -d /tmp/tt sample_name_0001.bam
assert_exit_code 0
assert_in_stderr "not plotting"
assert_equal $(num_colcounts /tmp/tt/tt-indexcov.ped) 1
assert_equal $(zgrep -wc ^1 /tmp/tt/tt-indexcov.bed.gz ) 14748



run check_sex ./goleft_test indexcov -d /tmp/tt --sex "X,Y" sample_name_0001.bam
assert_exit_code 0
assert_equal $(num_colcounts /tmp/tt/tt-indexcov.ped) 1

get sample_biogo_e_0001.bam
run check_issue17 ./goleft_test indexcov -d /tmp/tt sample_biogo_e_0001.bam
assert_exit_code 1
assert_in_stderr "no usable chromsomes in bam"

run check_sex_warning ./goleft_test indexcov --sex chrX,chrY -d /tmp/tt sample_name_0001.bam
assert_equal $(num_colcounts /tmp/tt/tt-indexcov.ped) 1

mkdir -p samples/ && cd samples/
if [[ ! -e sample_paper.tar.xz ]]; then
    curl -Ss https://s3.amazonaws.com/b4-test-data/sample_paper.tar.xz > sample_paper.tar.xz
fi
if [[ ! -e sample_paper_0030.bam.bai ]]; then
    tar xJf sample_paper.tar.xz
fi
if [[ ! -e sample_paper_0030.bam ]]; then
    tar xJf sample_paper.tar.xz
fi
cd ../


rm -r /tmp/tt
run check_no_sex ./goleft_test indexcov --sex "" -d /tmp/tt samples/*.bam
assert_in_stderr "index.html for overview"
assert_equal $(num_colcounts /tmp/tt/tt-indexcov.ped) 1


if [[ ! -e NA21144.mapped.ILLUMINA.bwa.GIH.low_coverage.20130415.bam.cram.crai ]]; then
    wget -q ftp://ftp.1000genomes.ebi.ac.uk/vol1/ftp/phase3/data/NA21144/alignment/NA21144.mapped.ILLUMINA.bwa.GIH.low_coverage.20130415.bam.cram.crai
fi
if [[ ! -e human_g1k_v37.fasta.fai ]]; then
    wget -q ftp://ftp.1000genomes.ebi.ac.uk/vol1/ftp/technical/reference/human_g1k_v37.fasta.fai
fi

#export INDEXCOV_FMT=svg
run check_cohort ./goleft_test indexcov -d /tmp/tt samples/*.bam
assert_exit_code 0
assert_equal $(num_colcounts /tmp/tt/tt-indexcov.ped) 1


rm -f /tmp/tt/tt-indexcov.bed.gz
run check_exclude ./goleft_test indexcov --excludepatt '^1$' -d /tmp/tt samples/sample_paper_0001.bam
assert_equal $(zgrep -wc ^1 /tmp/tt/tt-indexcov.bed.gz ) 0
assert_exit_code 0
cat $STDERR_FILE

run check_crai ./goleft_test indexcov --fai human_g1k_v37.fasta.fai -d /tmp/1kg NA21144.mapped.ILLUMINA.bwa.GIH.low_coverage.20130415.bam.cram.crai
assert_exit_code 0
assert_in_stderr "index.html for overview"
assert_equal $(num_colcounts /tmp/1kg/1kg-indexcov.ped) 1

run check_crai_long_reads ./goleft_test indexcov -fai test-data/viral.fa.fai -d /tmp/clr test-data/viral.crai
assert_exit_code 0
assert_in_stderr "index.html for overview"



================================================
FILE: indexcov/indexcov.go
================================================
package indexcov

import (
	"bufio"
	"compress/gzip"
	"fmt"
	"html/template"
	"io"
	"log"
	"os"
	"os/exec"
	"path/filepath"
	"reflect"
	"regexp"
	"sort"
	"strconv"
	"strings"
	"sync"
	"time"

	"gonum.org/v1/gonum/floats"
	"gonum.org/v1/gonum/mat"
	"gonum.org/v1/gonum/stat"

	arg "github.com/alexflint/go-arg"
	"github.com/biogo/biogo/io/seqio/fai"
	"github.com/biogo/hts/bam"
	"github.com/biogo/hts/bgzf"
	"github.com/biogo/hts/sam"
	chartjs "github.com/brentp/go-chartjs"
	"github.com/brentp/go-chartjs/types"
	"github.com/brentp/goleft"
	"github.com/brentp/goleft/indexcov/crai"
	"github.com/brentp/xopen"
)

// Ploidy indicates the expected ploidy of the samples.
var Ploidy = 2

var cli = &struct {
	Directory      string         `arg:"-d,required,help:directory for output files"`
	IncludeGL      bool           `arg:"-e,help:plot GL chromosomes like: GL000201.1 which are not plotted by default"`
	ExcludePatt    string         `arg:-p,help:regular expression of chromosome names to exclude"`
	Sex            string         `arg:"-X,help:comma delimited names of the sex chromosome(s) used to infer sex. Set to '' if no sex chromosomes are present."`
	Chrom          string         `arg:"-c,help:optional chromosome to extract depth. default is entire genome."`
	Fai            string         `arg:"-f,help:fasta index file. Required when crais are used."`
	ExtraNormalize bool           `arg:"-n,help:normalize across samples and do local smoothign within sample. this is recommended for CRAI"`
	Bam            []string       `arg:"positional,required,help:bam(s) or crais for which to estimate coverage"`
	sex            []string       `arg:"-"`
	exclude        *regexp.Regexp `arg:"-"`
}{Sex: "X,Y", ExcludePatt: `^chrEBV$|^NC|_random$|Un_|^HLA\-|_alt$|hap\d$`}

// MaxCN is the maximum normalized value.
var MaxCN = float32(8)

// Index wraps a bam.Index to cache calculated values.
type Index struct {
	*bam.Index
	crai *crai.Index
	path string

	//mu                *sync.RWMutex
	medianSizePerTile float64
	sizes             [][]int64
	mapped            uint64
	unmapped          uint64
}

func (i *Index) Path() string {
	return i.path
}

// Sizes returns the size of each block in slices of chromosomes.
func (i *Index) Sizes() [][]int64 {
	return i.sizes
}

func vOffset(o bgzf.Offset) int64 {
	return o.File<<16 | int64(o.Block)
}

// init sets the medianSizePerTile
func (x *Index) init() {
	if x.Index != nil {
		x.sizes, x.mapped, x.unmapped = getSizes(x.Index)
		x.Index = nil
	} else if x.crai != nil {
		x.sizes = x.crai.Sizes()
		if x.sizes == nil {
			log.Fatal("bad index:", x.path)
		}
		x.crai = nil
	}

	// sizes is used to get the median.
	sizes := make([]int64, 0, 16384)
	for k := 0; k < len(x.sizes); k++ {
		sizes = append(sizes, x.sizes[k]...)
	}
	if len(sizes) < 1 {
		log.Fatalf("indexcov: no usable chromsomes in bam: %s", x.path)
	}

	sort.Slice(sizes, func(i, j int) bool { return sizes[i] < sizes[j] })
	total := int64(0)
	cumsum := make([]int64, len(sizes))

	// some bins with very high coverage can screw the normalization.
	// so we cap at the 98th percentile and then take the bin that passed then
	// median.
	n98 := sizes[int(0.98*float64(len(sizes)))]
	for i, s := range sizes {
		if s > n98 {
			s = n98
		}
		total += s
		cumsum[i] = total
	}
	var idx = sort.Search(len(cumsum), func(i int) bool { return (cumsum[i]) > (total / 2) })
	for idx >= len(sizes) {
		idx--
	}

	x.medianSizePerTile = float64(sizes[idx])
}

// NormalizedDepth returns a list of numbers for the normalized depth of the given region.
// Values are scaled to have a mean of 1. If end is 0, the full chromosome is returned.
func (x *Index) NormalizedDepth(refID int) []float32 {

	if x.medianSizePerTile == 0.0 {
		x.init()
	}
	if refID >= len(x.sizes) {
		return make([]float32, 0)
	}
	ref := x.sizes[refID]

	depths := make([]float32, 0, len(ref))
	if x.medianSizePerTile == 0 {
		return depths
	}

	for i, o := range ref {
		depths = append(depths, float32(float64(o)/x.medianSizePerTile))
		if depths[i] > 50000 {
			depths[i] = 50000
		}
	}
	return depths
}

const slots = 70

// with 0.5, we'll get centered at 1 and max of 2.
// so the max is 1/slotsMid
const slotsMid = float64(2) / float64(3)

func tint(f float32) int {
	if v := int(f); v < slots {
		if v < 0 {
			return 0
		}
		return v
	}
	return slots - 1
}

// CountsAtDepth calculates the count of items in depths that are at 100 * d
func CountsAtDepth(depths []float32, counts []int) {
	if len(counts) != slots {
		panic(fmt.Sprintf("indexcov: expecting counts to be length %d, was: %d", slots, len(counts)))
	}
	for _, d := range depths {
		counts[tint(d*(slots*float32(slotsMid))+0.5)]++
	}
}

// CountsROC returns a slice that indicates the cumulative proportion of
// 16KB chunks that were at least (normalized) depth given by their index.
func CountsROC(counts []int) []float32 {
	totals := make([]int, len(counts))
	totals[len(totals)-1] = counts[len(totals)-1]
	for i := len(totals) - 2; i >= 0; i-- {
		totals[i] = totals[i+1] + counts[i]
	}
	max := float32(totals[0])
	roc := make([]float32, len(counts))
	for i := 0; i < len(roc); i++ {
		roc[i] = float32(totals[i]) / max
	}
	return roc
}

func getRef(b *bam.Reader, chrom string) *sam.Reference {
	refs := b.Header().Refs()
	if strings.HasPrefix(chrom, "chr") {
		chrom = chrom[3:]
	}
	for _, ref := range refs {
		if chrom == ref.Name() {
			return ref
		}
		if strings.HasPrefix(ref.Name(), "chr") {
			if chrom == ref.Name()[3:] {
				return ref
			}
		}
	}
	return nil
}

func GetShortName(b string, isCrai bool) (string, error) {
	// TODO: replace this with samplename.Names()

	if !isCrai {
		fh, err := os.Open(b)
		if err != nil {
			return "", err
		}
		defer fh.Close()
		br, err := bam.NewReader(fh, 1)
		if err != nil {
			return "", err
		}
		defer br.Close()
		m := make(map[string]bool)
		for _, rg := range br.Header().RGs() {
			m[rg.Get(sam.Tag([2]byte{'S', 'M'}))] = true
		}
		if len(m) > 1 {
			return "", fmt.Errorf("bam reagroup: more than one RG for %s", b)
		}
		for sm := range m {
			return sm, nil
		}
	}
	vs := strings.Split(b, "/")
	v := vs[len(vs)-1]
	vs = strings.Split(v, ".")
	if len(vs) <= 2 {
		return vs[0], nil
	}
	v = strings.Join(vs[0:len(vs)-1], "-")
	return v, nil
}

func getWriter(base string) (*bgzf.Writer, error) {
	fh, err := os.Create(fmt.Sprintf("%s.bed.gz", base))
	if err != nil {
		return nil, err
	}
	w := bgzf.NewWriter(fh, 1)
	w.ModTime = time.Unix(0, 0)
	w.OS = 0xff
	return w, nil
}

func zero(ints []int) {
	for i := range ints {
		ints[i] = 0
	}
}

func getDirectory(path string) (bool, error) {
	fi, err := os.Stat(path)
	if err != nil {
		if err := os.MkdirAll(path, 0755); err != nil {
			return false, err
		}
		return true, nil
	}
	return fi.IsDir(), nil
}

// ReadFai returns a slit of references from the fai path.
// If chrom is "" all chromosomes are returned.
func ReadFai(path string, chrom string) []*sam.Reference {
	f, err := os.Open(path)
	if err != nil {
		fmt.Fprintf(os.Stderr, "error opening fai: %s. Is is present?\n", path)
		panic(err)
	}
	idx, err := fai.ReadFrom(f)
	if err != nil {
		fmt.Fprintf(os.Stderr, "error opening fai: %s. are you sure this i  s a valid fasta index?\n", path)
		panic(err)
	}
	recs := make([]fai.Record, 0, len(idx))
	for _, rec := range idx {
		recs = append(recs, rec)
	}
	sort.Slice(recs, func(i, j int) bool { return recs[i].Start < recs[j].Start })
	refs := make([]*sam.Reference, 0, len(idx))
	for _, rec := range recs {
		if chrom != "" && rec.Name != chrom {
			continue
		}
		ref, err := sam.NewReference(rec.Name, "", "", rec.Length, nil, nil)
		if err != nil {
			panic(err)
		}
		// add to the header so the id gets set.
		refs = append(refs, ref)
	}

	if len(refs) == 0 {
		if chrom != "" {
			log.Printf("ERROR: didn't find %s in %s", chrom, path)
		}
		panic(fmt.Sprintf("ERROR: didn't find any usable chromosomes in %s", path))
	}
	h, err := sam.NewHeader(nil, refs)
	if err != nil {
		panic(err)
	}
	return h.Refs()
}

func RefsFromBam(path string, chrom string) []*sam.Reference {
	rdr, err := os.Open(path)
	if err != nil {
		log.Println("ERROR: since no .fai was specified, expected input to be a list of bams")
		log.Printf("ERROR: got, e.g. %s", path)
		panic(err)
	}
	brdr, err := bam.NewReader(rdr, 2)
	if err != nil {
		panic(err)
	}

	refs := brdr.Header().Refs()
	if chrom != "" {
		refs = append(refs, getRef(brdr, chrom))
	}
	rdr.Close()
	brdr.Close()
	if refs == nil {
		panic(fmt.Sprintf("indexcov: chromosome: %s not found", chrom))
	}
	return refs
}

func getReferences() []*sam.Reference {
	if strings.HasSuffix(cli.Bam[0], ".bam") {
		return RefsFromBam(cli.Bam[0], cli.Chrom)
	}

	if cli.Fai != "" {
		return ReadFai(cli.Fai, cli.Chrom)
	}

	if strings.HasSuffix(cli.Bam[0], ".crai") {
		path := cli.Bam[0][:len(cli.Bam[0])-5]
		if xopen.Exists(cli.Bam[0][:len(cli.Bam[0])-5] + ".cram") {
			path = cli.Bam[0][:len(cli.Bam[0])-5] + ".cram"
		}

		if p, err := exec.LookPath("samtools"); err == nil {
			log.Println(p, "view", "-H", path)
			if out, e := exec.Command(p, "view", "-H", path).Output(); e == nil {
				if h, e := sam.NewHeader(out, nil); e == nil {
					return h.Refs()
				}
			} else {
				log.Println(e)
			}
		} else {
			log.Println(err)
			log.Fatal("indexcov: samtools is required to be on the path if indexcov is given cram indexes without an fai")
		}
	}
	return RefsFromBam(cli.Bam[0], cli.Chrom)
}

func expandGlobs(paths []string) []string {
	result := make([]string, 0, len(paths))
	for _, p := range paths {
		matches, err := filepath.Glob(p)
		if err != nil {
			log.Fatal("indexcov: error with file path:" + p + "\n" + err.Error())
		}
		for _, m := range matches {
			result = append(result, m)
		}
	}
	return result

}

// Main is called from the goleft dispatcher
func Main() {

	chartjs.XFloatFormat = "%.0f"
	p := arg.MustParse(cli)
	if len(cli.Bam) == 0 {
		p.Fail(fmt.Sprintf("indexcov: expected at least 1 bam/bai/crai: %s", os.Args))
	}
	if len(cli.Sex) > 0 {
		cli.sex = strings.Split(strings.TrimSpace(cli.Sex), ",")
	}
	if cli.ExcludePatt != "" {
		cli.exclude = regexp.MustCompile(cli.ExcludePatt)
	}

	if exists, err := getDirectory(cli.Directory); err != nil || !exists {
		log.Fatalf("indexcov: error creating specified directory: %s, %s", cli.Directory, err)
	}

	// the lengths and names of references from bams or fasta
	refs := getReferences()

	cli.Bam = expandGlobs(cli.Bam)

	names := make([]string, len(cli.Bam))
	idxs := make([]*Index, len(cli.Bam))
	ch := make(chan rdi, 8)
	wg := &sync.WaitGroup{}
	wg.Add(8)
	for k := 0; k < 8; k++ {
		go func() {
			for r := range ch {
				idx, name, i := readIndex(r)
				names[i] = name
				idxs[i] = idx
			}
			wg.Done()
		}()
	}
	for i, b := range cli.Bam {
		ch <- rdi{bamPath: b, i: i}
	}
	close(ch)
	wg.Wait()

	sexes, counts, pca8, chromNames, slopes := run(refs, idxs, names, getBase(cli.Directory), cli.ExtraNormalize)
	mapped := make([]uint64, len(names))
	unmapped := make([]uint64, len(names))
	anygt := false
	for i, ix := range idxs {
		mapped[i] = ix.mapped
		unmapped[i] = ix.unmapped
		if ix.mapped > 0 || ix.unmapped > 0 {
			anygt = true
		}
	}
	if !anygt {
		mapped = nil
		unmapped = nil
	}

	chartjs.XFloatFormat = "%.2f"
	if indexPath := writeIndex(sexes, counts, names, cli.Directory, pca8, slopes, chromNames, mapped, unmapped); indexPath != "" {
		fmt.Fprintf(os.Stderr, "indexcov finished: see %s for overview of output\n", indexPath)
	}
}

type rdi struct {
	bamPath string
	i       int
}

// ReadIndex returns an Index pointer from the specified bam or crai path.
func ReadIndex(path string) *Index {
	i, _, _ := readIndex(rdi{path, 0})
	return i
}

// get an initialized index from a bamPath.
// `i` is used in the return when parallelized to keep same order.
func readIndex(r rdi) (*Index, string, int) {
	b := r.bamPath

	if strings.HasSuffix(b, ".crai") {
		f, err := os.Open(b)
		if err != nil {
			panic(err)
		}
		gz, err := gzip.NewReader(f)
		if err != nil {
			log.Printf("error from index: %s", b)
			panic(err)
		}
		cr, err := crai.ReadIndex(gz)
		if err != nil {
			log.Printf("error from index: %s", b)
			panic(err)
		}
		idx := &Index{crai: cr, path: b}
		idx.init()
		nm, err := GetShortName(b, true)
		if err != nil {
			panic(err)
		}
		return idx, nm, r.i
	}

	suf := ".bai"
	if strings.HasSuffix(b, ".bai") {
		suf = ""
	}
  if strings.HasSuffix(b, ".cram") {
    log.Printf("WARNING: when using CRAM files, send the crai indexes to indexcov, not the alignment files")
  }
	rdr, err := os.Open(b + suf)
	if err != nil {
		var terr error
		rdr, terr = os.Open(b[:(len(b)-4)] + suf)
		if terr != nil {
			panic(err)
		}
	}

	dx, err := bam.ReadIndex(bufio.NewReader(rdr))
	if err != nil {
		panic(err)
	}
	idx := &Index{Index: dx, path: b}
	idx.init()
	nm, err := GetShortName(b, strings.HasSuffix(b, ".bai"))
	if err != nil {
		panic(err)
	}
	return idx, nm, r.i
}

// if there are more samples than this then the depth plots won't be drawn.
const maxSamples = 100

func sameChrom(as []string, b string) bool {
	for _, a := range as {
		if a == b {
			return true
		}
		na := a
		if strings.HasPrefix(a, "chr") {
			na = a[3:]
		} else if strings.HasPrefix(b, "chr") {
			na = "chr" + a
		}
		if na == b {
			return true
			//log.Printf(`indexcov: found chromosome "%s", wanted "%s" please use exact chromosome names for --sex.`, b, a)
		}
	}
	return false
}

func normalizeAcrossSamples(depths [][]float32) {
	// depths is n_samples, n-sites
	if len(depths) < 5 {
		return
	}
	var maxLen = 0
	for _, d := range depths {
		if len(d) > maxLen {
			maxLen = len(d)
		}
	}
	for j := 0; j < maxLen; j++ {
		var m float64 = 0
		var n float64 = 0
		for i := range depths {
			if len(depths[i]) > j {
				// take mean of j-1:j+1 for a bit of smoothing
				m += float64(depths[i][j])
				n++
				if j > 0 {
					m += float64(depths[i][j-1])
					n++
				}
				if j < len(depths[i])-1 {
					m += float64(depths[i][j+1])
					n++
				}
			}
		}
		if int(n) < 3*len(depths)-4 {
			continue
		}
		m /= n
		if m < 0.1 {
			continue
		}
		for i := range depths {
			if len(depths[i]) > j {
				depths[i][j] /= float32(m)
				if j > 2 && j < len(depths[i])-3 {
					// i + 1 is not scaled yet, so scale it here.
					// moving average of window-size 5
					depths[i][j] = 1.0 / 7.0 * (depths[i][j-3] + depths[i][j-2] + depths[i][j-1] + depths[i][j] + depths[i][j+1]/float32(m) + depths[i][j+2]/float32(m) + depths[i][j+3]/float32(m))
				}
			}
		}
	}

}

func run(refs []*sam.Reference, idxs []*Index, names []string, base string, interSampleNormalize bool) (map[string][]float64, []*counter, [][]uint8, []string, []float32) {
	// keep a slice of charts since we plot all of the coverage roc charts in a single html file.
	sexes := make(map[string][]float64)
	counts := make([][]int, len(idxs))
	depths := make([][]float32, len(idxs))
	// slope of coverage line between 1-delta and 1+delta.
	slopes, nSlopes := make([]float32, len(idxs)), 0

	offs := make([]*counter, len(idxs))
	// uint8 to use less memory.
	pca8 := make([][]uint8, len(idxs))
	log.Printf("indexcov: running on %d indexes", len(idxs))
	if len(idxs) > maxSamples {
		log.Printf("indexcov: creating only static (no interactive) plots for depth because # of samples %d is > %d\n", len(idxs), maxSamples)
	}

	tmp, err := getWriter(base)
	if err != nil {
		panic(err)
	}
	defer tmp.Close()
	bgz := bufio.NewWriter(tmp)
	defer bgz.Flush()

	rtmp, err := os.Create(fmt.Sprintf("%s.roc", base))
	if err != nil {
		panic(err)
	}
	defer rtmp.Close()
	rfh := bufio.NewWriter(rtmp)
	defer rfh.Flush()
	chromNames := make([]string, 0, len(refs))

	fmt.Fprintf(bgz, "#chrom\tstart\tend\t%s\n", strings.Join(names, "\t"))
	ir := -1
	var nreported = 0
	for _, ref := range refs {
		chrom := ref.Name()
		if cli.exclude != nil && cli.exclude.Match([]byte(chrom)) {
			if nreported < 10 {
				log.Printf("indexcv: excluding chromosome: %s because of exclude-pattern: %s", chrom, cli.ExcludePatt)
				nreported += 1
				if nreported == 10 {
					log.Println("not reporting further skipped chromosomes")
				}
			}
			continue
		}
		ir++
		// Some samples may not have all the data, so we always take the longest sample for printing.
		longest, longesti := 0, 0

		for k, idx := range idxs {
			if ir == 0 {
				pca8[k] = make([]uint8, 0, 2e5)
				offs[k] = &counter{}
			}
			depths[k] = idx.NormalizedDepth(ref.ID())
			if len(depths[k]) > longest {
				longesti = k
				longest = len(depths[k])
			}
			if ir == 0 {
				counts[k] = make([]int, slots)
			} else {
				zero(counts[k])
			}

		}
		isSex := sameChrom(cli.sex, chrom)

		if interSampleNormalize && !isSex {
			normalizeAcrossSamples(depths)
		}

		for k := range idxs {
			CountsAtDepth(depths[k], counts[k])
		}

		for i := 0; i < len(depths[longesti]); i++ {
			fmt.Fprintf(bgz, "%s\t%d\t%d\t%s\n", chrom, i*16384, (i+1)*16384, depthsFor(depths, i))
		}

		if isSex {
			if len(depths[longesti]) > 0 {
				sexes[chrom] = GetCN(depths)
			}
		} else {
			// now add non-sex chromosomes to the pca data since we know the longest.
			var dp float32
			for k := range idxs {
				i := -1 // initalize to -1 to differentiate from never entering loop.
				dps := depths[k]
				for i, dp = range dps {
					// := depths[k][i]
					if dp > MaxCN {
						dp = MaxCN
						depths[k][i] = dp
					}
					pca8[k] = append(pca8[k], uint8(65535/MaxCN*dp+0.5))
				}
				for ; i < longest; i++ {
					pca8[k] = append(pca8[k], 0)
				}
				offs[k].count(dps, longest)
			}
		}

		if len(depths[longesti]) > 0 {
			c, rocs := writeROCs(counts, names, chrom, rfh)
			// only plot those with at least 3 regions.
			if (cli.IncludeGL || !strings.HasPrefix(chrom, "GL")) && len(depths[longesti]) > 2 {
				if !isSex && longest > 100 {
					updateSlopes(rocs, float32(ref.Len())/1e6, slopes)
					nSlopes++
				}
				chromNames = append(chromNames, chrom)
				if err := plotDepths(depths, names, chrom, base, len(names) <= maxSamples); err != nil {
					panic(err)
				}
				tmp := chartjs.XFloatFormat
				chartjs.XFloatFormat = "%.2f"
				c.Options.Legend = &chartjs.Legend{Display: types.False}
				link := `<a href="index.html">back to index</a>`
				saveCharts(fmt.Sprintf("%s-roc-%s.html", base, chrom), "", link, c)
				chartjs.XFloatFormat = tmp
				asPng(fmt.Sprintf("%s-roc-%s.png", base, chrom), c, 4, 3)
			}
		}
	}
	for i, s := range slopes {
		slopes[i] = s / float32(nSlopes)
	}
	checkSexes(sexes, cli.sex)
	return sexes, offs, pca8, chromNames, slopes
}

// updateSlopes adjusts the slopes slice for each sample.
// The value is the slope between 1+/-delta scaled by scalar
// where scalar is likely chromosome length to weight chromosomes.
func updateSlopes(rocs [][]float32, scalar float32, slopes []float32) {
	//mid := slotsMid * slots
	n := 0.1
	ilo := int(0.5 + (slotsMid-n)*slots)
	ihi := int(0.5 + (slotsMid+n)*slots)
	// value around 1 is: (0.6666+/-0.15)/0.6666
	for i := range slopes {
		vals := rocs[i]
		lo, hi := vals[ilo], vals[ihi]
		slopes[i] += float32(lo-hi) * scalar
	}
}

func keys(o map[string][]float64) []string {
	skeys := make([]string, 0, len(o))
	for k := range o {
		skeys = append(skeys, k)
	}
	return skeys
}

func checkSexes(obs map[string][]float64, exp []string) {
	if len(obs) != len(exp) {
		msg := fmt.Sprintf("indexcov: expected %d sex chromosomes, found: %d.", len(exp), len(obs))
		msg += fmt.Sprintf("\nyou can set the expected with --sex '%s'", strings.Join(keys(obs), ","))
		// if it found no sex chromosomes *and* it was not the default, then error.
		// but it it was the default, it's just a warning.
		if len(obs) == 0 && !reflect.DeepEqual(exp, []string{"X", "Y"}) {
			log.Fatal("(FATAL) " + msg)
		}
		fmt.Fprintln(os.Stderr, "(WARNING) "+msg)
	}
}

func pca(pca8 [][]uint8, samples []string) (*mat.Dense, []chartjs.Chart, string) {
	imat := mat.NewDense(len(pca8), len(pca8[0]), nil)
	row := make([]float64, len(pca8[0]))
	for i := 0; i < len(pca8); i++ {
		for j, v := range pca8[i] {
			row[j] = float64(v)
		}
		imat.SetRow(i, row)
	}
	var pc stat.PC
	if ok := pc.PrincipalComponents(imat, nil); !ok {
		panic("indexcov: error with principal components")
	}

	k := 5
	vars := pc.VarsTo(nil)
	floats.Scale(1/floats.Sum(vars), vars)
	if len(vars) < k {
		k = len(vars)
		log.Printf("got: %d principal components", len(vars))
		if k < 3 {
			log.Printf("indexcov: %d principal components, not plotting", k)
			return nil, nil, ""
		}
	}
	vars = vars[:k]

	var proj mat.Dense
	var dst mat.Dense
	pc.VectorsTo(&dst)
	proj.Mul(imat, dst.Slice(0, len(pca8[0]), 0, k))
	pcaPlots, customjs := plotPCA(&proj, samples, vars)

	return &proj, pcaPlots, customjs
}

func getBase(directory string) string {
	prefix := filepath.Base(directory)
	return directory + string(os.PathSeparator) + prefix + "-indexcov"
}

// write an index.html and a ped file. includes the PC projections and inferred sexes.
func writeIndex(sexes map[string][]float64, counts []*counter, samples []string, directory string, pca8 [][]uint8, slopes []float32,
	chromNames []string, mapped []uint64, unmapped []uint64) string {
	if len(sexes) == 0 {
		log.Println("sex chromosomes not found.")
	}
	pcs, pcaPlots, pcajs := pca(pca8, samples)
	binChart, binjs := plotBins(counts, samples)

	sexes["_inferred"] = make([]float64, len(samples))
	f, err := os.Create(fmt.Sprintf("%s.ped", getBase(directory)))
	if err != nil {
		panic(err)
	}
	defer f.Close()
	hdr := make([]string, len(sexes)-1, len(sexes)+7)
	keys := make([]string, 0, len(sexes))
	for k := range sexes {
		if k == "_inferred" {
			continue
		}
		keys = append(keys, k)
	}
	sort.Strings(keys)
	for i, k := range keys {
		hdr[i] = "CN" + k
	}
	hdr = append(hdr, []string{"bins.out", "bins.lo", "bins.hi", "bins.in", "slope", "p.out"}...)
	var c int
	if pcs != nil {
		_, c = pcs.Dims()
		for i := 0; i < 5 && i < c; i++ {
			hdr = append(hdr, fmt.Sprintf("PC%d", i+1))
		}
	}
	if mapped != nil {
		hdr = append(hdr, "mapped")
		hdr = append(hdr, "unmapped")
	}

	fmt.Fprintf(f, "#family_id\tsample_id\tpaternal_id\tmaternal_id\tsex\tphenotype\t%s\n", strings.Join(hdr, "\t"))
	tmpl := "unknown\t%s\t-9\t-9\t%d\t-9\t"
	var inferred int
	for i, s := range samples {
		if counts[i] == nil {
			continue
		}
		if len(sexes) > 1 { // 1 key for _inferred
			inferred = int(0.5 + sexes[keys[0]][i])
		} else {
			inferred = -9
		}
		fmt.Fprintf(f, tmpl, s, inferred)
		sexes["_inferred"][i] = float64(inferred)
		s := make([]string, 0, len(keys)+4)
		for _, k := range keys {
			if _, ok := sexes[k]; ok {
				s = append(s, fmt.Sprintf("%.2f", sexes[k][i]))
			} else {
				s = append(s, "-9")
			}
		}
		cnt := counts[i]
		s = append(s, []string{
			fmt.Sprintf("%d", cnt.out),
			fmt.Sprintf("%d", cnt.low),
			fmt.Sprintf("%d", cnt.hi),
			fmt.Sprintf("%d", cnt.in),
			fmt.Sprintf("%.3f", slopes[i]),
			fmt.Sprintf("%.2f", float64(cnt.out)/float64(cnt.in)),
		}...)
		for j := 0; j < c && j < 5; j++ {
			s = append(s, fmt.Sprintf("%.2f", pcs.At(i, j)))
		}
		if mapped != nil {
			s = append(s, strconv.Itoa(int(mapped[i])))
			s = append(s, strconv.Itoa(int(unmapped[i])))
		}

		fmt.Fprintln(f, strings.Join(s, "\t"))
	}
	var sexChart *chartjs.Chart
	var sexjs string

	if len(keys) > 1 && len(sexes) > 1 {
		sexChart, sexjs, err = plotSex(sexes, keys[:2], samples)
		if err != nil {
			panic(err)
		}
	}

	var mapChart *chartjs.Chart
	var mapjs string
	if mapped != nil {
		mapChart, mapjs, err = plotMapped(mapped, unmapped, samples)
		if err != nil {
			panic(err)
		}
	}

	indexPath := fmt.Sprintf("%s%cindex.html", directory, os.PathSeparator)
	wtr, err := os.Create(indexPath)
	if err != nil {
		panic(err)
	}
	if sexChart != nil {
		asPng(fmt.Sprintf("%s-sex.png", getBase(directory)), *sexChart, 6, 6)
	}

	chartMap := map[string]interface{}{"pcajs": template.JS(pcajs), "pcbjs": template.JS(pcajs),
		"template": chartTemplate,

		"sex":    sexChart,
		"hasSex": sexChart != nil,
		"sexjs":  template.JS(sexjs),

		"mapChart": mapChart,
		"hasMap":   mapped != nil,
		"mapjs":    template.JS(mapjs),

		"bin":     binChart,
		"binjs":   template.JS(binjs),
		"version": goleft.Version,
		"prefix":  getBase(directory),
		"name":    filepath.Base(directory),
		"chroms":  chromNames}
	if len(pcaPlots) > 1 {
		chartMap["pca"] = pcaPlots[0]
		chartMap["pcb"] = pcaPlots[1]
		chartMap["hasPCA"] = true
	} else {
		chartMap["hasPCA"] = false
	}
	chartMap["notmany"] = len(samples) <= maxSamples
	if err := chartjs.SaveCharts(wtr, chartMap, chartjs.Chart{}); err != nil {
		panic(err)
	}
	wtr.Close()
	return indexPath
}

// GetCN returns an float per sample estimating the number of copies of that chromosome.
// It is a very crude estimate, but that's what indexcov is and it tends to work well.
func GetCN(depths [][]float32) []float64 {
	if depths == nil {
		return nil
	}
	meds := make([]float64, 0, len(depths))
	for _, d := range depths {
		tmp := make([]float32, 0, len(d))
		lows := 0
		for _, dp := range d {
			// exclude sites that are exactly 0 as these are the centromere.
			if dp != 0 {
				tmp = append(tmp, dp)
				if dp < 0.02 {
					lows++
				}
			}
		}
		if len(tmp) > 0 {
			sort.Slice(tmp, func(i, j int) bool { return tmp[i] < tmp[j] })
			// e.g. on Y, there are so many very low values in males and females that we have to filter...
			pLo := float64(lows) / float64(len(d))
			if pLo > 0.3 {
				tmp = tmp[lows:]
			}
			var med float64 = 0
			if len(tmp) > 0 {
				med = float64(float32(Ploidy) * tmp[int(float64(len(tmp))*0.4)])
			}
			meds = append(meds, med)
		} else {
			meds = append(meds, -0.1)
		}
	}
	return meds
}

func saveCharts(path string, customjs string, customHTML string, charts ...chartjs.Chart) {
	if len(charts) == 0 {
		return
	}
	wtr, err := os.Create(path)
	if err != nil {
		panic(err)
	}
	defer wtr.Close()
	if err := chartjs.SaveCharts(wtr, map[string]interface{}{"height": 550, "width": 650, "custom": template.JS(customjs),
		"customHTML": template.HTML(customHTML)}, charts...); err != nil {
		panic(err)
	}
}

func getROCs(counts [][]int) [][]float32 {
	rocs := make([][]float32, len(counts))

	for i, scount := range counts {
		rocs[i] = CountsROC(scount)
	}
	return rocs

}

func writeROCs(counts [][]int, names []string, chrom string, fh io.Writer) (chartjs.Chart, [][]float32) {
	rocs := getROCs(counts)
	chart, err := plotROCs(rocs, names, chrom)
	if err != nil {
		panic(err)
	}
	fmt.Fprintf(fh, "#chrom\tcov\t%s\n", strings.Join(names, "\t"))
	nSamples := len(names)

	vals := make([]string, nSamples)

	for i := 0; i < slots; i++ {
		for k := 0; k < nSamples; k++ {
			vals[k] = fmt.Sprintf("%.2f", rocs[k][i])
		}
		fmt.Fprintf(fh, "%s\t%.2f\t%s\n", chrom, float64(i)/(slots*slotsMid), strings.Join(vals, "\t"))
	}
	return chart, rocs
}

func depthsFor(depths [][]float32, i int) string {
	s := make([]string, len(depths))
	for j := 0; j < len(depths); j++ {
		if i >= len(depths[j]) {
			s[j] = "0"
		} else {
			s[j] = fmt.Sprintf("%.3g", depths[j][i])
		}
	}
	return strings.Join(s, "\t")
}

type counter struct {
	// count of sites outside of (0.85, 1.15)
	out int
	// count of sites below 0.15
	low int
	// count of sites above 1.15
	hi int
	// count of sites inside of (0.85, 1.15)
	in int
}

// count values in or out of expected range of ~1.
func (c *counter) count(depths []float32, n int) {
	var i int
	for ; i < len(depths); i++ {
		if depths[i] < 0.85 || depths[i] > 1.15 {
			c.out++
			if depths[i] > 1.15 {
				c.hi++
			} else if depths[i] < 0.15 {
				c.low++
			}
		} else {
			c.in++
		}
	}
	c.out += n - i
	c.low += n - i
}


================================================
FILE: indexcov/indexcov_test.go
================================================
package indexcov

import (
	"testing"
)

func TestShortName(t *testing.T) {

	r, err := GetShortName("asdf.cram", true)
	if r != "asdf" || err != nil {
		t.Errorf("expected: 'asdf', got: %s", r)
	}

	r, err = GetShortName("/path/to/v1/asdf.123.cram", true)
	if r != "asdf-123" || err != nil {
		t.Errorf("expected: 'asdf-123', got: %s", r)
	}

}


================================================
FILE: indexcov/paper/cmp.py
================================================
import sys
import gzip
import itertools as it
import numpy as np
import scipy.stats as ss
from matplotlib import pyplot as plt
import seaborn as sns
sns.set_style('whitegrid')

fha = (gzip.open if sys.argv[1].endswith(".gz") else open)(sys.argv[1])
fhb = (gzip.open if sys.argv[2].endswith(".gz") else open)(sys.argv[2])

LCR = len(sys.argv) > 3 and sys.argv[3] == "LCR"

def gen(fh):
    for line in fh:
        toks = line.rstrip().split("\t")
        toks[1], toks[2] = int(toks[1]), int(toks[2])
        toks[3] = float(toks[3])
        yield toks

xs, ys = [], []
lcr = []
ras = []
rbs = []


for i, (a, b) in enumerate(it.izip(gen(fha), gen(fhb))):

    if a[1] != b[1]:
        raise Exception("expected same positions for both files")

    xs.append(a[3])
    ys.append(b[3])
    if LCR:
        assert b[4] == a[4]
        lcr.append(b[4] != '0')
    ras.append(a)
    rbs.append(b)
    #if not lcr[-1]:
    #  print(abs(xs[-1] - ys[-1]), lcr[-1])

plt.rc('ytick', labelsize=16)
plt.rc('xtick', labelsize=16)
fig, axes = plt.subplots(1, figsize=(18, 14))
axes = (axes,)

ras, rbs = np.array(ras), np.array(rbs)

lcr = np.array(lcr)

ys = np.array(ys)
ys /= np.median(ys)
xs = np.array(xs)

if LCR:
    xs = xs[~lcr]
    ys = ys[~lcr]
    ras = ras[~lcr]
    rbs = rbs[~lcr]


diff = xs - ys
print diff[np.abs(diff) > 0.5]
for a, b, d, sc in zip(ras[np.abs(diff)>0.5].tolist(),
        rbs[np.abs(diff)>0.5].tolist(), diff[np.abs(diff) > 0.5],
        ys[np.abs(diff) > 0.5]):
    print a, b, d, sc
out = sum(abs(d) > 0.5 for d in diff)
print "out:", out, "total:", len(diff),  ("%.2f" % (100.0*out/len(diff)))
print "max diff:", np.abs(diff).max()
print "corr:", np.corrcoef(xs, ys)[0, 1]
from scipy.stats import spearmanr
print "spearman corr:", spearmanr(xs, ys)[0]

print sum(abs(d) < 0.25 for d in diff) / float(len(diff))
print sum(abs(d) < 0.1 for d in diff) / float(len(diff))
sdiff = diff[np.abs(diff) < 0.5]

axes[0].hist(sdiff, 40)
axes[0].set_xlim(-0.5, 0.5)
axes[0].set_xlabel("Difference in depth estimate (indexcov - samtools)",
        fontsize=20)
axes[0].set_ylabel("Number of Tiles", fontsize=20)
out = (np.abs(diff) > 0.5).sum()


#ax = axes[0]
#for label in (ax.get_xticklabels() + ax.get_yticklabels()):
#    label.set_fontsize(15)

d = "/uufs/chpc.utah.edu/common/home/u6000771/public_html/"
plt.savefig(d + "figure-1.eps")
plt.show()


================================================
FILE: indexcov/paper/cmp.sh
================================================
ref=Homo_sapiens.GRCh38.dna.toplevel.fa
bam=NA12878_S1.bam
set -eu
chrom=chr1
if [[ ! -e st.depth.$chrom.depth.bed ]]; then
time ~/bin/goleft depth --chrom $chrom -p 20 -o -w 16384 --reference $ref $bam --prefix st.depth
#time samtools depth $bam > /dev/null
fi
time ~/bin/goleft indexcov -d ix.depth --sex "chrX,chrY" $bam
zgrep -w $chrom ix.depth/ix.depth-indexcov.bed.gz > ix.depth/$chrom.bed
python cmp.py ix.depth/$chrom.bed st.depth.$chrom.depth.bed


bedtools intersect -sorted -a st.depth.$chrom.depth.bed -b <(zgrep -w "^chr1" LCR-hs38.bed.gz) -c > noLCR.st.bed
bedtools intersect -sorted -a ix.depth/$chrom.bed -b <(zgrep -w "^chr1" LCR-hs38.bed.gz) -c > noLCR.ix.bed
python cmp.py noLCR.ix.bed noLCR.st.bed LCR


================================================
FILE: indexcov/paper/plot-bins.py
================================================
from matplotlib import pyplot as plt
plt.rcParams['pdf.fonttype'] = 42

import pandas as pd
import seaborn as sns
sns.set_style('whitegrid')
sns.set_palette('Set1')

pcr_plus = set(x.strip() for x in open('pcr-plus.samples'))

df = pd.read_table('simons-indexcov.ped', index_col='sample_id')
size = 9

pp = df.loc[pcr_plus]

tot = pp['bins.in'] + pp['bins.out']

plt.scatter(pp['bins.lo'] / tot, pp['bins.out'] / tot, alpha=0.55, label='PCR +', s=size, zorder=2)

pf = df.loc[[x for x in df.index if not x in pcr_plus]]
tot = pf['bins.in'] + pf['bins.out']
plt.scatter(pf['bins.lo'] / tot, pf['bins.out'] / tot, alpha=0.55, label='PCR free', s=size)

plt.xlabel('Proportion of bins with scaled coverage < 0.15')
plt.ylabel('Proportion of bins with scaled coverage outside of (0.85, 1.15)')
plt.xlim(xmin=0.067, xmax=0.0695)

plt.legend()
plt.savefig('figure4.eps', dpi=1000)


================================================
FILE: indexcov/paper/plot-eiee-15.py
================================================
from matplotlib import pyplot as plt
import pandas as pd
import seaborn as sns
sns.set_style('white')

df = pd.read_table('eiee.15.bed.gz', compression='gzip')
print(df.head())
cols = list(df.columns)
cols[0] = "chrom"
cols = [c for c in cols[3:] if c != '15-0022964' and c != '15-0022989']


fig, ax = plt.subplots(1)

for c in cols:
    ax.plot(df['start'], df[c], color='#cdcdcd', lw=0.3)

ax.plot(df['start'], df['15-0022989'], color='#a01b1b', lw=0.2, alpha=0.4)
ax.plot(df['start'], df['15-0022964'], color='#487535', lw=0.2, alpha=0.8)

ax.set_ylabel("Scaled Coverage")
ax.set_xlabel("Position On Chromosome 15")
ax.set_xlim(xmin=0, xmax=df.start.max())
print(df.start.max())
ax.axhline(y=1, color='#111111', ls="-", lw=0.6)
ax.set_ylim(0, 3)
plt.draw()
ticks = ax.get_xticks()

labels = ["%dM" % (t / 1000000) for t in ticks if t < df.start.max()]
ax.set_xticks(ticks, labels)
ax.set_xticklabels(labels)
ax.set_xlim(xmin=0, xmax=df.start.max())
sns.despine()

plt.show()

plt.close()


fig, ax = plt.subplots(1)

df = pd.read_table('eiee.15.roc')
for c in cols:
    ax.plot(df['cov'], df[c], color='#dddddd', lw=2)

ax.plot(df['cov'], df['15-0022989'], color='#a01b1b', lw=1.6, alpha=0.4)
ax.plot(df['cov'], df['15-0022964'], color='#487535', lw=1.6, alpha=0.8)
ax.set_xlabel("Scaled Coverage")
ax.set_ylabel("Proportion of Regions Covered")
sns.despine()
plt.show()


================================================
FILE: indexcov/paper/plot-simons-sex.py
================================================
from matplotlib import pyplot as plt
import pandas as pd
import seaborn as sns
sns.set_style('whitegrid')

df = pd.read_table('simons-indexcov.with-pca-free.ped')

fig, ax = plt.subplots(1)
"""
family_id	sample_id	paternal_id	maternal_id	sex	phenotype	CNX	CNY	bins.out	bins.lo	bins.hi	bins.in	slope	p.out	PC1	PC2	PC3	PC4	PC5	pcr
unknown	SS0012978	-9	-9	2	-9	1.99	0.00	16893	11865	3515	159270	118.575	0.11	-206.56	404.37	1830.56	-864.83	2393.05	0
unknown	SS0012979	-9	-9	1	-9	1.02	1.03	16803	11830	3344	159360	118.681	0.11	1673.99	-705.83	2592.70	-2354.44	-624.61	0
unknown	SS0013012	-9	-9	2	-9	1.99	0.00	17248	11848	3716	158915	118.316	0.11	-965.45	-867.86	1960.27	-1007.85	1912.20	0
unknown	SS0013018	-9	-9	1	-9	1.03	1.03	16884	11840	3393	159279	118.592	0.11	1132.93	-1922.86	1063.57	-2462.44	590.51	0
unknown	SSC00003	-9	-9	1	-9	1.03	1.03	16945	11840	3495	159218	118.544	0.11	-139.27	135.12	1718.49	-1230.76	1844.47	0
unknown	SSC00004	-9	-9	1	-9	1.02	1.02	19159	11841	5762	157004	116.745	0.12	-160.11	-1011.12	2903.40	-320.78	3020.00	0
unknown	SSC00005	-9	-9	2	-9	1.99	0.00	17241	11827	3969	158922	118.284	0.11	1159.92	164.66	1301.97	-948.43	2678.17	0
unknown	SSC00006	-9	-9	1	-9	1.03	1.03	16743	11836	3273	159420	118.710	0.11	465.95	-1278.65	629.43	-1894.03	1565.34	0
unknown	SSC00011	-9	-9	1	-9	1.02	1.01	16761	11841	3292	159402	118.689	0.11	-647.15	1066.58	2230.69	-614.67	2766.30	0
"""

colors = sns.color_palette('Set2', 4)

for i, y in enumerate(sorted(df.sex.unique())):
    sub = df.sex == y
    ax.scatter(df['CNX'][sub], df['CNY'][sub], facecolors=colors[i],
            edgecolors=(0.8, 0.8, 0.8),
            label='inferred CN for chrX: %d' % y)


ax.set_xlabel("X copy number")
ax.set_ylabel("Y copy number")
ax.set_xticks([0, 1, 2])
ax.set_yticks([0, 1, 2])
legend = ax.legend(frameon=True, loc="upper left")
legend.get_frame().set_facecolor('#fafafa')

sns.despine()

plt.show()


================================================
FILE: indexcov/paper/scripts/cmp.py
================================================
import sys
import gzip
import itertools as it
import numpy as np
import scipy.stats as ss
from matplotlib import pyplot as plt
import seaborn as sns
sns.set_style('whitegrid')

fha = (gzip.open if sys.argv[1].endswith(".gz") else open)(sys.argv[1])
fhb = (gzip.open if sys.argv[2].endswith(".gz") else open)(sys.argv[2])

def gen(fh):
    for line in fh:
        toks = line.rstrip().split("\t")
        toks[1], toks[2] = int(toks[1]), int(toks[2])
        toks[3] = float(toks[3])
        yield toks

xs, ys = [], []

for i, (a, b) in enumerate(it.izip(gen(fha), gen(fhb))):

    if a[1] != b[1]:
        raise Exception("expected same positions for both files")

    xs.append(a[3])
    ys.append(b[3])
    if xs[-1] < 0.05 and ys[-1] > 20:
        print(a, b)

plt.rc('ytick', labelsize=16)
plt.rc('xtick', labelsize=16)
fig, axes = plt.subplots(1, figsize=(18, 14))
axes = (axes,)

ys = np.array(ys)
ys /= np.median(ys)
xs = np.array(xs)

diff = xs - ys
out = sum(abs(d) > 0.5 for d in diff)
print "out:", out, "total:", len(diff),  ("%.2f" % (100.0*out/len(diff)))

print sum(abs(d) < 0.25 for d in diff) / float(len(diff))
print sum(abs(d) < 0.1 for d in diff) / float(len(diff))
diff = diff[np.abs(diff) < 0.5]

axes[0].hist(diff, 40)
axes[0].set_xlim(-0.5, 0.5)
axes[0].set_xlabel("Difference in depth estimate (indexcov - samtools)",
        fontsize=20)
axes[0].set_ylabel("Number of Tiles", fontsize=20)


#ax = axes[0]
#for label in (ax.get_xticklabels() + ax.get_yticklabels()):
#    label.set_fontsize(15)

d = "/uufs/chpc.utah.edu/common/home/u6000771/public_html/"
plt.savefig(d + "figure-1.eps")
plt.show()


================================================
FILE: indexcov/paper/scripts/cmp.sh
================================================
ref=Homo_sapiens.GRCh38.dna.toplevel.fa
bam=NA12878_S1.bam
set -eu
chrom=chr1
if [[ ! -e st.depth.$chrom.depth.bed ]]; then
time ~/bin/goleft depth -p 20 --chrom $chrom -o -w 16384 --reference $ref $bam --prefix st.depth
fi
time ~/bin/goleft indexcov -d ix.depth --sex "chrX,chrY" $bam
zgrep -w $chrom ix.depth/ix.depth-indexcov.bed.gz > ix.depth/$chrom.bed
python cmp.py ix.depth/$chrom.bed st.depth.$chrom.depth.bed


================================================
FILE: indexcov/plot.go
================================================
package indexcov

import (
	"encoding/json"
	"fmt"
	"html/template"
	"image/color"
	"log"
	"math"
	"math/rand"
	"os"
	"strconv"
	"strings"

	"gonum.org/v1/gonum/mat"
	"gonum.org/v1/plot"
	"gonum.org/v1/plot/plotter"
	"gonum.org/v1/plot/vg"

	chartjs "github.com/brentp/go-chartjs"
	"github.com/brentp/go-chartjs/types"
)

type vs struct {
	xs []float64
	ys []float64
}

func (v *vs) Xs() []float64 {
	return v.xs
}

func (v *vs) Ys() []float64 {
	return v.ys
}

func (v *vs) Rs() []float64 {
	return nil
}

func (v *vs) Len() int {
	return len(v.xs)
}

// make it meet gonum/plot plotter.XYer

func (v *vs) XY(i int) (x, y float64) {
	return v.xs[i], v.ys[i]
}

func (v *vs) Sample(nth int) *vs {
	o := &vs{xs: make([]float64, 0, 10+len(v.xs)/nth),
		ys: make([]float64, 0, 10+len(v.xs)/nth)}
	for i, x := range v.xs {
		if i%nth == 0 {
			o.xs = append(o.xs, x)
			o.ys = append(o.ys, v.ys[i])
		}
	}
	return o
}

// truncate depth values above this to cnMax
const cnMax = 2.5

func asValues(vals []float32, multiplier float64) chartjs.Values {

	// skip until we find non-zero.
	v := vs{xs: make([]float64, 0, len(vals)), ys: make([]float64, 0, len(vals))}
	seenNonZero := false
	for i, r := range vals {
		if r == 0 && !seenNonZero {
			continue
		}
		seenNonZero = true
		v.xs = append(v.xs, float64(i)*multiplier)
		if r > cnMax {
			r = cnMax
		}
		v.ys = append(v.ys, float64(r))
	}
	return &v
}

// user can set environment variable INDEXCOV_N_BACKGROUNDS to a
// number `n` so that the first `n` samples are given a gray color.
var backgroundN int

func init() {
	if v := os.Getenv("INDEXCOV_N_BACKGROUNDS"); v != "" {
		if i, err := strconv.Atoi(v); err == nil {
			log.Printf("[indexcov] setting first %d samples as background", i)
			backgroundN = i
		}
	}
}

func randomColor(s int, check bool) *types.RGBA {
	if check && s < backgroundN {
		return &types.RGBA{R: 180, G: 180, B: 180, A: 240}
	}
	rand.Seed(int64(s))
	return &types.RGBA{
		R: uint8(rand.Intn(256)),
		G: uint8(rand.Intn(256)),
		B: uint8(rand.Intn(256)),
		A: 240}
}

func plotDepths(depths [][]float32, samples []string, chrom string, base string, writeHTML bool) error {
	chart := chartjs.Chart{Label: chrom}
	xa, err := chart.AddXAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Bottom, ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "position on " + chrom, Display: chartjs.True}})
	if err != nil {
		return err
	}
	ya, err := chart.AddYAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Left,
		Tick:       &chartjs.Tick{Min: 0, Max: 2.5},
		ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "scaled coverage", Display: chartjs.True}})
	if err != nil {
		return err
	}

	w := 0.4
	if len(depths) > 30 {
		w = 0.3
	}
	if len(depths) > 50 {
		w = 0.2
	}
	datasets := make([]chartjs.Dataset, 0, len(depths))

	for i, depth := range depths {
		xys := asValues(depth, 16384)
		//log.Println(chrom, samples[i], len(xys.Xs()))
		c := randomColor(i, true)
		dataset := chartjs.Dataset{Data: xys, Label: samples[i], Fill: chartjs.False, PointRadius: 0, BorderWidth: w,
			BorderColor: c, BackgroundColor: c, SteppedLine: chartjs.True, PointHitRadius: 6}
		dataset.XAxisID = xa
		dataset.YAxisID = ya
		datasets = append(datasets, dataset)
	}
	for i := len(datasets) - 1; i >= 0; i-- {
		chart.AddDataset(datasets[i])
	}

	chart.Options.Responsive = chartjs.False
	chart.Options.Tooltip = &chartjs.Tooltip{Mode: "nearest"}
	if writeHTML {
		wtr, err := os.Create(fmt.Sprintf("%s-depth-%s.html", base, chrom))
		if err != nil {
			return err
		}
		link := template.HTML(`<a href="index.html">back to index</a>`)
		if err := chart.SaveHTML(wtr, map[string]interface{}{"width": 850, "height": 550, "customHTML": link}); err != nil {
			return err
		}
		if err := wtr.Close(); err != nil {
			return err
		}
	}
	asPng(fmt.Sprintf("%s-depth-%s.png", base, chrom), chart, 4, 3)

	return nil
}

func plotBins(counts []*counter, samples []string) (chartjs.Chart, string) {
	c := &types.RGBA{R: 110, G: 250, B: 59, A: 240}
	chart := chartjs.Chart{}
	xa, err := chart.AddXAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Bottom, ScaleLabel: &chartjs.ScaleLabel{FontSize: 16,
		LabelString: "proportion of bins with depth < 0.15",
		Display:     chartjs.True},
		Tick: &chartjs.Tick{Min: 0.0001}})
	if err != nil {
		panic(err)
	}

	ya, err := chart.AddYAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Left, ScaleLabel: &chartjs.ScaleLabel{FontSize: 16,
		LabelString: "proportion of bins with depth outside of (0.85, 1.15)",
		Display:     chartjs.True},
		Tick: &chartjs.Tick{Min: 0.000001}})

	if err != nil {
		panic(err)
	}
	cxys := &vs{xs: make([]float64, 0, len(counts)), ys: make([]float64, 0, len(counts))}
	bxys := &vs{xs: make([]float64, 0, len(counts)), ys: make([]float64, 0, len(counts))}
	min, max := float64(1000000), float64(0)

	for i, c := range counts {
		xys := cxys
		if i < backgroundN {
			xys = bxys
		}
		if c == nil {
			continue
		}
		tot := float64(c.in + c.out)
		val := float64(c.low) / math.Max(tot, 1)
		xys.xs = append(xys.xs, val)
		if val > max {
			max = val
		}
		if val < min {
			min = val
		}
		xys.ys = append(xys.ys, float64(c.out)/tot)
	}
	rng := max - min
	chart.Options.Scales.XAxes[0].Tick.Min = min - 0.1*rng
	chart.Options.Scales.XAxes[0].Tick.Max = max + 0.1*rng
	if backgroundN > 0 {
		plotBinsSet(&chart, bxys, &types.RGBA{R: 180, G: 180, B: 180, A: 240}, xa, ya)
	}
	plotBinsSet(&chart, cxys, c, xa, ya)

	chart.Options.Responsive = chartjs.False
	chart.Options.Tooltip = &chartjs.Tooltip{Mode: "nearest"}
	chart.Options.Legend = &chartjs.Legend{Display: chartjs.False}
	sjson, err := json.Marshal(samples[backgroundN:])
	if err != nil {
		panic(err)
	}
	jsfunc := fmt.Sprintf(`
    bin_chart.options.tooltips.callbacks.title = function(tts, data) {
        var names = %s
		var has_backgrounds = %v
        var out = []
        tts.forEach(function(ti) {
			if(has_backgrounds == (ti.datasetIndex == 1)) {
                out.push(names[ti.index])
	 	    } else {
				out.push("background")
			}
        })
        return out.join(",")
    }`, sjson, backgroundN > 0)
	return chart, jsfunc
}

func plotBinsSet(chart *chartjs.Chart, xys *vs, c *types.RGBA, xa string, ya string) {
	dataset := chartjs.Dataset{Data: xys, Label: "samples", Fill: chartjs.False, PointHoverRadius: 6,
		PointRadius: 4, BorderWidth: 0, BorderColor: &types.RGBA{R: 150, G: 150, B: 150, A: 150},
		PointBackgroundColor: c, BackgroundColor: c, ShowLine: chartjs.False, PointHitRadius: 6}
	dataset.XFloatFormat = "%.5f"
	dataset.YFloatFormat = "%.3f"
	dataset.XAxisID = xa
	dataset.YAxisID = ya
	chart.AddDataset(dataset)
}

func plotPCA(imat *mat.Dense, samples []string, vars []float64) ([]chartjs.Chart, string) {

	var charts []chartjs.Chart
	c := &types.RGBA{R: 110, G: 250, B: 59, A: 240}

	for _, pc := range []int{2, 3} {

		c1 := chartjs.Chart{}
		xa, err := c1.AddXAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Bottom, ScaleLabel: &chartjs.ScaleLabel{FontSize: 16,
			LabelString: fmt.Sprintf("PC1 (variance explained: %.2f%%)", 100*vars[0]),
			Display:     chartjs.True}})
		if err != nil {
			panic(err)
		}

		ya, err := c1.AddYAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Left, ScaleLabel: &chartjs.ScaleLabel{FontSize: 16,
			LabelString: fmt.Sprintf("PC%d (variance explained: %.2f%%)", pc, 100*vars[pc-1]),
			Display:     chartjs.True}})

		if err != nil {
			panic(err)
		}
		if backgroundN > 0 {
			c := &types.RGBA{R: 180, G: 180, B: 180, A: 240}
			xys := &vs{xs: mat.Col(nil, 0, imat)[:backgroundN], ys: mat.Col(nil, pc-1, imat)[:backgroundN]}
			dataset := chartjs.Dataset{Data: xys, Label: "samples", Fill: chartjs.False, PointHoverRadius: 6,
				PointRadius: 4,
				BorderWidth: 0, BorderColor: &types.RGBA{R: 150, G: 150, B: 150, A: 150}, PointBackgroundColor: c, BackgroundColor: c, ShowLine: chartjs.False, PointHitRadius: 6}
			dataset.XAxisID = xa
			dataset.YAxisID = ya
			c1.AddDataset(dataset)
		}
		xys := &vs{xs: mat.Col(nil, 0, imat)[backgroundN:], ys: mat.Col(nil, pc-1, imat)[backgroundN:]}
		dataset := chartjs.Dataset{Data: xys, Label: "samples", Fill: chartjs.False, PointHoverRadius: 6,
			PointRadius: 4,
			BorderWidth: 0, BorderColor: &types.RGBA{R: 150, G: 150, B: 150, A: 150}, PointBackgroundColor: c, BackgroundColor: c, ShowLine: chartjs.False, PointHitRadius: 6}
		dataset.XAxisID = xa
		dataset.YAxisID = ya
		c1.AddDataset(dataset)
		c1.Options.Responsive = chartjs.False
		c1.Options.Legend = &chartjs.Legend{Display: chartjs.False}
		c1.Options.Tooltip = &chartjs.Tooltip{Mode: "nearest"}
		charts = append(charts, c1)
	}
	sjson, err := json.Marshal(samples[backgroundN:])
	if err != nil {
		panic(err)
	}
	jsfunc := fmt.Sprintf(`
	chart.options.hover.mode = 'index';
	chart.options.tooltips.callbacks.title = function(tts, data) {
        var names = %s
        var has_backgrounds = %v
        var out = []
        tts.forEach(function(ti) {
            if(has_backgrounds == (ti.datasetIndex == 1)) {
                out.push(names[ti.index])
            } else {
                out.push("background")
            }
        })
        return out.join(",")
    }`, sjson, backgroundN > 0)

	return charts, jsfunc
}

func plotROCs(rocs [][]float32, samples []string, chrom string) (chartjs.Chart, error) {

	chart := chartjs.Chart{}
	xa, err := chart.AddXAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Bottom, ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "scaled coverage for " + chrom, Display: chartjs.True}, Tick: &chartjs.Tick{Max: 1 / slotsMid}})
	if err != nil {
		return chart, err
	}
	yax := chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Left,
		ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "proportion of regions covered", Display: chartjs.True}}

	ya, err := chart.AddYAxis(yax)
	if err != nil {
		return chart, err
	}

	datasets := make([]chartjs.Dataset, 0, len(rocs))

	for i, roc := range rocs {
		xys := asValues(roc, 1/float64(slots)*1/slotsMid)
		c := randomColor(i, true)
		label := samples[i]
		if i < backgroundN {
			label = "background"
		}
		dataset := chartjs.Dataset{Data: xys, Label: label, Fill: chartjs.False, PointRadius: 0.0, BorderWidth: 2, BorderColor: c, PointBackgroundColor: c, BackgroundColor: c, PointHitRadius: 8, PointHoverRadius: 3}
		dataset.XAxisID = xa
		dataset.YAxisID = ya
		datasets = append(datasets, dataset)
	}
	for i := len(datasets) - 1; i >= 0; i-- {
		chart.AddDataset(datasets[i])
	}
	chart.Options.Responsive = chartjs.False
	chart.Options.Tooltip = &chartjs.Tooltip{Mode: "nearest"}
	return chart, nil
}

func plotMapped(mapped []uint64, unmapped []uint64, samples []string) (*chartjs.Chart, string, error) {
	if len(mapped) != len(samples) {
		return nil, "", fmt.Errorf("plottMapped: unequal numbers in samples and mapped: %d vs %d", len(mapped), len(samples))
	}
	chart := chartjs.Chart{}
	xa, err := chart.AddXAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Bottom,
		ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "log(mapped reads)",
			Display: chartjs.True}, Tick: &chartjs.Tick{Min: 0}})
	if err != nil {
		return nil, "", err
	}
	ya, err := chart.AddYAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Left,
		ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: "log(unmapped reads)",
			Display: chartjs.True}, Tick: &chartjs.Tick{Min: 0}})
	if err != nil {
		return nil, "", err
	}

	vals := &vs{xs: make([]float64, 0, len(mapped)),
		ys: make([]float64, 0, len(mapped))}
	for i, m := range mapped {
		if i >= backgroundN {
			vals.xs = append(vals.xs, math.Log1p(float64(m)))
			vals.ys = append(vals.ys, math.Log1p(float64(unmapped[i])))
		}
	}
	c := &types.RGBA{R: 110, G: 250, B: 59, A: 240}

	dataset := chartjs.Dataset{Data: vals, Label: "samples", Fill: chartjs.False, PointHoverRadius: 6,
		PointRadius: 4, BorderWidth: 0, BorderColor: &types.RGBA{R: 150, G: 150, B: 150, A: 150},
		PointBackgroundColor: c, BackgroundColor: c, ShowLine: chartjs.False, PointHitRadius: 6}
	chart.Options.Legend = &chartjs.Legend{Display: chartjs.False}

	dataset.XAxisID = xa
	dataset.YAxisID = ya
	chart.AddDataset(dataset)

	sjson, err := json.Marshal(samples[backgroundN:])
	if err != nil {
		panic(err)
	}

	jsfunc := fmt.Sprintf(`
	chart.options.hover.mode = 'index'
	chart.options.tooltips.callbacks.title = function(tts, data) {
		var names = [%s]
		var out = []
		tts.forEach(function(ti) {
			out.push(names[ti.datasetIndex][ti.index])
		})
		return out.join(",")
	}`, sjson)
	chart.Options.Responsive = chartjs.False
	chart.Options.Tooltip = &chartjs.Tooltip{Mode: "nearest"}
	return &chart, jsfunc, nil
}

func plotSex(sexes map[string][]float64, chroms []string, samples []string) (*chartjs.Chart, string, error) {
	chart := chartjs.Chart{Label: "sex"}
	tmp := sexes["_inferred"]
	inferred := make([]int, len(tmp))
	cns := make(map[int]bool)
	for i, inf := range tmp {
		inferred[i] = int(inf)
		cns[int(inf)] = true
	}
	xa, err := chart.AddXAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Bottom,
		ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: chroms[0] + " Copy Number",
			Display: chartjs.True}, Tick: &chartjs.Tick{Min: 0}})
	if err != nil {
		return nil, "", err
	}
	ya, err := chart.AddYAxis(chartjs.Axis{Type: chartjs.Linear, Position: chartjs.Left,
		ScaleLabel: &chartjs.ScaleLabel{FontSize: 16, LabelString: chroms[1] + " Copy Number",
			Display: chartjs.True}, Tick: &chartjs.Tick{Min: 0}})
	if err != nil {
		return nil, "", err
	}
	// chartjs separates into datasets so we need to track which samples in which datasets.
	jssamples := make([][]string, 0, 2)
	for cn := range cns {
		jssamples = append(jssamples, make([]string, 0))
		vals := &vs{xs: make([]float64, 0, len(inferred)),
			ys: make([]float64, 0, len(inferred))}
		for i, inf := range inferred {
			if inf != cn {
				continue
			}
			if i < backgroundN {
				continue
			}
			jssamples[len(jssamples)-1] = append(jssamples[len(jssamples)-1], samples[i])
			vals.xs = append(vals.xs, sexes[chroms[0]][i])
			vals.ys = append(vals.ys, sexes[chroms[1]][i])
		}
		c := randomColor(cn, false)
		dataset := chartjs.Dataset{Data: vals, Label: fmt.Sprintf("Inferred CN for %s: %d", chroms[0], cn), Fill: chartjs.False, PointRadius: 6, BorderWidth: 0,
			BorderColor: &types.RGBA{R: 90, G: 90, B: 90, A: 150}, PointBackgroundColor: c, BackgroundColor: c, ShowLine: chartjs.False, PointHitRadius: 6}
		dataset.XAxisID = xa
		dataset.YAxisID = ya
		chart.AddDataset(dataset)
	}
	sjson, err := json.Marshal(jssamples)
	if err != nil {
		panic(err)
	}
	jsfunc := fmt.Sprintf(`
	chart.options.hover.mode = 'index'
	chart.options.tooltips.callbacks.title = function(tts, data) {
		var names = %s
		var out = []
		tts.forEach(function(ti) {
			out.push(names[ti.datasetIndex][ti.index])
		})
		return out.join(",")
	}`, sjson)
	chart.Options.Responsive = chartjs.False
	chart.Options.Tooltip = &chartjs.Tooltip{Mode: "nearest"}
	return &chart, jsfunc, nil
}

func asPng(path string, chart chartjs.Chart, wInches float64, hInches float64) {
	p := plot.New()
	p.X.Label.Text = chart.Options.Scales.XAxes[0].ScaleLabel.LabelString
	p.Y.Label.Text = chart.Options.Scales.YAxes[0].ScaleLabel.LabelString
	for i := range chart.Data.Datasets {
		ds := chart.Data.Datasets[len(chart.Data.Datasets)-i-1]
		data := ds.Data
		// gonum plotting is a significant portion of the runtime so we sample datasets.
		if data.(*vs).Len() > 2000 {
			data = data.(*vs).Sample(10)
		} else if data.(*vs).Len() > 1000 {
			data = data.(*vs).Sample(5)
		} else {
			// no data for some chromosome.
			bad := false
			for _, d := range data.Ys() {
				if math.IsNaN(d) {
					bad = true
					break
				}
			}
			if bad {
				continue
			}
		}

		l, err := plotter.NewLine(data.(*vs))
		if err != nil {
			panic(err)
		}
		c := color.RGBA(*ds.BorderColor)
		c.A = 255
		l.LineStyle.Width = vg.Points(0.8)
		if len(chart.Data.Datasets) > 30 {
			l.LineStyle.Width = vg.Points(0.65)
		}

		l.Color = c
		p.Add(l)
	}
	data := chart.Data.Datasets[0].Data.(*vs)
	xs := data.Xs()
	// check if we are in a depth plot
	if len(xs) > 0 && xs[len(xs)-1] > 3 {
		p.Y.Tick.Marker = ydticks{}
		p.X.Tick.Marker = xdticks{}
	}

	if err := p.Save(vg.Length(wInches)*vg.Inch, vg.Length(hInches)*vg.Inch, path); err != nil {
		panic(err)
	}
	// Set INDEXCOV_FMT env variable to also get .eps and .svg
	if fmt := os.Getenv("INDEXCOV_FMT"); fmt != "" {
		if fmt != "svg" {
			fmt = "eps"
		}
		l := len(path) - 3
		if err := p.Save(vg.Length(wInches)*vg.Inch, vg.Length(hInches)*vg.Inch, path[:l]+fmt); err != nil {
			panic(err)
		}
	}
}

type ydticks struct{}
type xdticks struct{}

func (ydticks) Ticks(min, max float64) []plot.Tick {
	tks := make([]plot.Tick, 5)
	for i := 0; i < 5; i++ {
		v := float64(i) * 0.5
		tks[i] = plot.Tick{Value: v, Label: fmt.Sprintf("%.1f", v)}
	}
	return tks
}

func (xdticks) Ticks(min, max float64) []plot.Tick {
	otks := plot.DefaultTicks{}.Ticks(min, max)
	tks := make([]plot.Tick, 0, 5)
	for i, t := range otks {
		if t.Label == "" {
			continue
		}
		tks = append(tks, t)
		tks[i].Label = makeMillions(t.Value)
	}
	return tks
}

func makeMillions(v float64) string {
	var lbl string
	if v > 2000000 {
		lbl = fmt.Sprintf("%.1fMB", v/1000000)
	} else if v > 10000 {
		lbl = fmt.Sprintf("%.1fKB", v/1000)
	} else {
		lbl = fmt.Sprintf("%.1f", v)
	}
	if strings.HasSuffix(lbl, ".0MB") {
		lbl = lbl[:len(lbl)-4] + "MB"
	}
	return lbl
}


================================================
FILE: indexcov/template.go
================================================
package indexcov

const chartTemplate = `<!DOCTYPE html>
<html>
    <head>
{{ $name := index . "name" }}
{{ $has_sex := index . "hasSex" }}
	<title>{{ $name }}:indexcov</title>
		<script src="{{ index . "JQuery" }}"></script>
		<script src="{{ index . "ChartJS" }}"></script>
		<style type="text/css">
section {
    width: 96%;
    height: 425px;
    margin: auto;
    padding: 8px;
}

.help {
	font-family: Lucida Console;
	font-face: bold;
	font-size: +2em;
    padding: 2px;
	border: 1px solid #aaa
}


.tt {
	font-family: Lucida Console;
    border: 2px solid #aaa;
    padding: 2px;
	height: auto;
}

.a3 {
    width: 32%;
    height: 380px;
    float: left;
    padding: 2px;
}
.b3 {
    width: 32%;
    margin-left: 32%;
    height: 380px;
    padding: 2px;
}
.c3 {
    width: 32%;
    margin-left: 32%;
    height: 380px;
    padding: 2px;
}

.one {
    width: 48%;
    height: 380px;
    float: left;
    padding: 2px;
}
.two {
    width: 48%;
    margin-left: 48%;
    height: 380px;
    padding: 2px;
}
		</style>

    </head>
    <body>
<span class="top-help">
This is the <a href="https://github.com/brentp/goleft/tree/master/indexcov">indexcov</a> summary page created with version {{ index . "version" }}.<br/>
Click the <span class="help">?</span> above each plot for help describing that type of plot.
</span>


	<section>
	<table style="width:100%">
	<tr>
	<td>
	<span class="tt">Inferred sex</span> <a class="help" href="https://github.com/brentp/goleft/blob/master/docs/indexcov/help-sex.md" target="_blank">?</a>
	{{ if $has_sex }}
	<canvas id="canvas-sex" style="height:380px;width:380px"></canvas>
	{{ else }}
	<p> Fewer than 2 sex chromosomes found; sex plot not shown.</p>
	{{ end }}
	</td>

	<td>
	{{ if index . "hasMap" }}
	<span class="tt">Mapped Counts</span> <a class="help" href="https://github.com/brentp/goleft/blob/master/docs/indexcov/help-counts.md" target="_blank">?</a>
	<canvas id="canvas-map" style="height:380px;width:380px"></canvas>
	{{ end }}
	</td>

	<td>
	<span class="tt">Bin Counts</span> <a class="help" href="https://github.com/brentp/goleft/blob/master/docs/indexcov/help-bin.md" target="_blank">?</a>
	<canvas id="canvas-bin" style="height:380px;width:380px"></canvas>
	</td>
	</tr>
	</table>


	</section>
	<hr>

<!-- links to download files; need to override height -->
<section style="height:auto">
	<div class="one" style="height:auto">
	<span class="tt">Pedigree File</span>
	<p>contains inferred sex, bins counts, and PCA values used to make the above plots</p>
	<a href="{{ $name }}-indexcov.ped">{{ $name }}-indexcov.ped</a>
	</div>

	<div class="two" style="height:auto">
	<span class="tt">Coverage BED File</span>
	<p>contains scaled coverage for every sample (each column) for each 16,384 interval in the index</p>
	<a href="{{ $name }}-indexcov.bed.gz">{{ $name }}-indexcov.bed.gz</a>
	</div>

</section><hr/>


{{ if index . "hasPCA" }}

<section style="height:auto">
	<div class="one">
	<span class="tt">PCA: 1 vs 2</span>
	<a class="help" href="https://github.com/brentp/goleft/blob/master/docs/indexcov/help-pca.md" target="_blank">?</a>
	<canvas id="canvas-pca" style="height:380px;width:380px"></canvas>
	</div>

	<div class="two">
	<span class="tt">PCA: 1 vs 3</span>
	<a class="help" href="https://github.com/brentp/goleft/blob/master/docs/indexcov/help-pca.md" target="_blank">?</a>
	<canvas id="canvas-pcb" style="height:380px;width:380px"></canvas>
	</div>

</section><hr/>

{{ end }}

<section style="height:auto">
{{ $notmany := index . "notmany" }}

	<div class="one">
	<span class="tt">Coverage Plots</span> <a class="help" href="https://github.com/brentp/goleft/blob/master/docs/indexcov/help-depth.md#coverage" target="_blank">?</a>
	<p>Click each plot for an interactive view.</p>

	{{ $chroms := index . "chroms" }}
	{{ range $idx, $chrom := $chroms }}
		<p>
		<a href="{{ $name }}-indexcov-roc-{{ $chrom }}.html"><img src="{{ $name }}-indexcov-roc-{{ $chrom }}.png" /></a>
		</p>
	{{ end }}

<hr/>
<h5>Acknowledgements</h5>
<ul>
	<li>created with <a href="https://github.com/brentp/goleft">goleft indexcov (version {{ index . "version" }})</a> in <a href="https://golang.org">the go programming language</a></li>
	<li>bam index parsing with <a href="https://github.com/biogo/hts">biogo/hts</a></li>
	<li>interactive plots use <a href="http://www.chartjs.org/">chartjs(2)</a> via <a href="https://github.com/brentp/go-chartjs">go-chartjs</a></li>
	<li>static plots and PCA by <a href="https://github.com/gonum/plot">gonum/plot</a>and <a href="https://github.com/gonum/matrix">gonum/matrix</a></li>
</ul>

	</div>
	<div class="two">
	<span class="tt">Depth Plots</span> <a class="help" href="https://github.com/brentp/goleft/blob/master/docs/indexcov/help-depth.md" target="_blank">?</a>
	<p>
	{{ if $notmany }} Click each plot for an interactive view. {{ else }} . {{ end }}
	</p>

	{{ range $idx, $chrom := $chroms }}
		<p>
{{ if $notmany }}
		<a href="{{ $name }}-indexcov-depth-{{ $chrom }}.html"><img src="{{ $name }}-indexcov-depth-{{ $chrom }}.png" /></a>
{{ else }}
		<img src="{{ $name }}-indexcov-depth-{{ $chrom }}.png" />
{{ end }}

		</p>
	{{ end }}
	</div>


    </body>
    <script>
	Chart.defaults.line.cubicInterpolationMode = 'monotone';
	Chart.defaults.global.animation.duration = 0;

    {{ $has_sex := index . "hasSex" }}
    {{ $has_map := index . "hasMap" }}

{{ if $has_sex }}
    {{ $sex_json := index . "sex" }}
	var sex_ctx = document.getElementById("canvas-sex").getContext("2d");
	var sex_chart = new Chart(sex_ctx, {{ $sex_json }});
	var chart = sex_chart
	{{ index . "sexjs" }}
{{ end }}

{{ if $has_map }}
    {{ $map_json := index . "mapChart" }}
	var map_ctx = document.getElementById("canvas-map").getContext("2d");
	var map_chart = new Chart(map_ctx, {{ $map_json }});
	var chart = map_chart;
	{{ index . "mapjs" }}
{{ end }}

    {{ $bin_json := index . "bin" }}
	var bin_ctx = document.getElementById("canvas-bin").getContext("2d");
	var bin_chart = new Chart(bin_ctx, {{ $bin_json }});
	var chart = bin_chart
	{{ index . "binjs" }}

    {{ $pca_json := index . "pca" }}
	var pca_ctx = document.getElementById("canvas-pca").getContext("2d");
	var pca_chart = new Chart(pca_ctx, {{ $pca_json }});
	var chart = pca_chart
	{{ index . "pcajs" }}

    {{ $pcb_json := index . "pcb" }}
	var pcb_ctx = document.getElementById("canvas-pcb").getContext("2d");
	var pcb_chart = new Chart(pcb_ctx, {{ $pcb_json }});
	var chart = pcb_chart
	{{ index . "pcbjs" }}

    </script>
</html>
`


================================================
FILE: indexcov/test-data/viral.fa.fai
================================================
1	249250621	52	60	61
2	243199373	253404903	60	61
3	198022430	500657651	60	61
4	191154276	701980507	60	61
5	180915260	896320740	60	61
6	171115067	1080251307	60	61
7	159138663	1254218344	60	61
8	146364022	1416009371	60	61
9	141213431	1564812846	60	61
10	135534747	1708379889	60	61
11	135006516	1846173603	60	61
12	133851895	1983430282	60	61
13	115169878	2119513096	60	61
14	107349540	2236602526	60	61
15	102531392	2345741279	60	61
16	90354753	2449981581	60	61
17	81195210	2541842300	60	61
18	78077248	2624390817	60	61
19	59128983	2703769406	60	61
20	63025520	2763883926	60	61
21	48129895	2827959925	60	61
22	51304566	2876892038	60	61
X	155270560	2929051733	60	61
Y	59373566	3086910193	60	61
MT	16569	3147273397	70	71
GL000207.1	4262	3147290264	60	61
GL000226.1	15008	3147294660	60	61
GL000229.1	19913	3147309981	60	61
GL000231.1	27386	3147330288	60	61
GL000210.1	27682	3147358193	60	61
GL000239.1	33824	3147386399	60	61
GL000235.1	34474	3147420849	60	61
GL000201.1	36148	3147455960	60	61
GL000247.1	36422	3147492773	60	61
GL000245.1	36651	3147529865	60	61
GL000197.1	37175	3147567189	60	61
GL000203.1	37498	3147605046	60	61
GL000246.1	38154	3147643231	60	61
GL000249.1	38502	3147682083	60	61
GL000196.1	38914	3147721289	60	61
GL000248.1	39786	3147760914	60	61
GL000244.1	39929	3147801426	60	61
GL000238.1	39939	3147842083	60	61
GL000202.1	40103	3147882750	60	61
GL000234.1	40531	3147923584	60	61
GL000232.1	40652	3147964853	60	61
GL000206.1	41001	3148006245	60	61
GL000240.1	41933	3148047992	60	61
GL000236.1	41934	3148090686	60	61
GL000241.1	42152	3148133381	60	61
GL000243.1	43341	3148176298	60	61
GL000242.1	43523	3148220424	60	61
GL000230.1	43691	3148264735	60	61
GL000237.1	45867	3148309217	60	61
GL000233.1	45941	3148355911	60	61
GL000204.1	81310	3148402680	60	61
GL000198.1	90085	3148485408	60	61
GL000208.1	92689	3148577057	60	61
GL000191.1	106433	3148671354	60	61
GL000227.1	128374	3148779624	60	61
GL000228.1	129120	3148910201	60	61
GL000214.1	137718	3149041536	60	61
GL000221.1	155397	3149181613	60	61
GL000209.1	159169	3149339663	60	61
GL000218.1	161147	3149501548	60	61
GL000220.1	161802	3149665444	60	61
GL000213.1	164239	3149830006	60	61
GL000211.1	166566	3149997046	60	61
GL000199.1	169874	3150166452	60	61
GL000217.1	172149	3150339221	60	61
GL000216.1	172294	3150514303	60	61
GL000215.1	172545	3150689532	60	61
GL000205.1	174588	3150865016	60	61
GL000219.1	179198	3151042577	60	61
GL000224.1	179693	3151224825	60	61
GL000223.1	180455	3151407576	60	61
GL000195.1	182896	3151591102	60	61
GL000212.1	186858	3151777110	60	61
GL000222.1	186861	3151967146	60	61
GL000200.1	187035	3152157185	60	61
GL000193.1	189789	3152347401	60	61
GL000194.1	191469	3152540417	60	61
GL000225.1	211173	3152735141	60	61
GL000192.1	547496	3152949897	60	61
NC_007605	171823	3153506529	60	61
hs37d5	35477943	3153681224	60	61
gi|15078713|ref|NC_003038.1|	212482	3189750546	80	81
gi|32140163|ref|NC_004908.1|	1714	3189965790	80	81
gi|32140165|ref|NC_004909.1|	1418	3189967631	80	81
gi|32140167|ref|NC_004910.1|	2341	3189969172	80	81
gi|32140171|ref|NC_004912.1|	2225	3189971648	80	81
gi|71647197|ref|NC_007223.1|	677	3189973993	80	81
gi|73919206|ref|NC_007366.1|	1762	3189974784	80	81
gi|73919151|ref|NC_007367.1|	1027	3189976674	80	81
gi|73919135|ref|NC_007368.1|	1467	3189977819	80	81
gi|73919146|ref|NC_007369.1|	1566	3189979410	80	81
gi|73919211|ref|NC_007370.1|	890	3189981101	80	81
gi|73919133|ref|NC_007371.1|	2233	3189982108	80	81
gi|73919148|ref|NC_007372.1|	2341	3189984474	80	81
gi|73919059|ref|NC_007373.1|	2341	3189986950	80	81
gi|73919144|ref|NC_007374.1|	1773	3189989421	80	81
gi|73912684|ref|NC_007376.1|	2233	3189991317	80	81
gi|73912686|ref|NC_007377.1|	1027	3189993678	80	81
gi|73921565|ref|NC_007380.1|	838	3189994818	80	81
gi|73921306|ref|NC_007381.1|	1497	3189995767	80	81
gi|73921303|ref|NC_007382.1|	1410	3189997383	80	81
gi|85362699|ref|NC_007721.1|	1350	3189998904	80	81
gi|89888070|ref|NC_007803.1|	19212	3190000332	80	81
gi|22417460|ref|NC_004054.1|	2343	3190019868	80	81
gi|34303903|ref|NC_002685.2|	31301	3190022308	80	81
gi|22417454|ref|NC_004049.1|	2617	3190054072	80	81
gi|22417456|ref|NC_004052.1|	2599	3190056792	80	81
gi|22417458|ref|NC_004053.1|	2474	3190059494	80	81
gi|108512256|ref|NC_008056.1|	2577	3190062081	80	81
gi|108519230|ref|NC_008059.1|	2605	3190064773	80	81
gi|111118951|ref|NC_008267.1|	2762	3190067509	80	81
gi|9626152|ref|NC_001402.1|	2630	3190070374	80	81
gi|33112010|ref|NC_005039.1|	10857	3190073097	80	81
gi|29742052|ref|NC_004714.1|	5533	3190084170	80	81
gi|9634672|ref|NC_002187.1|	4014	3190089853	80	81
gi|66090796|ref|NC_006999.1|	3178	3190093999	80	81
gi|66090625|ref|NC_007000.1|	2720	3190097298	80	81
gi|66090969|ref|NC_007001.1|	2091	3190100133	80	81
gi|80540093|ref|NC_007535.1|	4143	3190102326	80	81
gi|80549998|ref|NC_007536.1|	3310	3190106596	80	81
gi|29567085|ref|NC_004690.1|	113220	3190110017	80	81
gi|113195540|ref|NC_008295.1|	6179	3190224726	80	81
gi|113200758|ref|NC_008302.1|	8912	3190231068	80	81
gi|115350044|ref|NC_008374.1|	2744	3190240188	80	81
gi|115350051|ref|NC_008365.1|	6279	3190243048	80	81
gi|115353270|ref|NC_008373.1|	2744	3190249495	80	81
gi|42794075|ref|NC_005635.1|	2728	3190252351	80	81
gi|50198872|ref|NC_005982.1|	3429	3190255186	80	81
gi|50234096|ref|NC_005983.1|	2750	3190258730	80	81
gi|50428954|ref|NC_006061.1|	3892	3190261599	80	81
gi|50428964|ref|NC_006063.1|	5339	3190265612	80	81
gi|39163648|ref|NC_005287.1|	4421	3190271108	80	81
gi|116536742|ref|NC_008517.1|	2756	3190275661	80	81
gi|66396481|ref|NC_007069.1|	13883	3190278510	80	81
gi|57753416|ref|NC_006638.1|	15230	3190292657	80	81
gi|57753407|ref|NC_006640.1|	5032	3190308168	80	81
gi|118647916|ref|NC_008605.1|	1367	3190313373	80	81
gi|119756985|ref|NC_008695.1|	42271	3190314825	80	81
gi|119952256|ref|NC_008714.1|	7390	3190357695	80	81
gi|119952257|ref|NC_008715.1|	7391	3190365248	80	81
gi|119964529|ref|NC_008716.1|	6794	3190372802	80	81
gi|126010934|ref|NC_009015.1|	72415	3190379765	80	81
gi|126011062|ref|NC_009018.1|	38528	3190453162	80	81
gi|81079705|ref|NC_007582.1|	3947	3190492246	80	81
gi|81096040|ref|NC_007584.1|	3690	3190496317	80	81
gi|134141995|ref|NC_009224.1|	5261	3190500137	80	81
gi|145651764|ref|NC_009383.1|	8590	3190505526	80	81
gi|10518470|ref|NC_002555.1|	2622	3190514306	80	81
gi|10518476|ref|NC_002556.1|	2572	3190517043	80	81
gi|77020191|ref|NC_007457.1|	36615	3190519717	80	81
gi|81343928|ref|NC_007603.1|	46219	3190556862	80	81
gi|134287154|ref|NC_009247.1|	2542	3190603742	80	81
gi|62398852|ref|NC_006964.1|	7496	3190606403	80	81
gi|66391744|ref|NC_007026.1|	2525	3190614077	80	81
gi|66391747|ref|NC_007027.1|	1745	3190616718	80	81
gi|71647082|ref|NC_007216.1|	9695	3190618559	80	81
gi|76253626|ref|NC_007415.1|	5470	3190628482	80	81
gi|83721671|ref|NC_007656.1|	3993	3190634097	80	81
gi|83721673|ref|NC_007657.1|	2900	3190638216	80	81
gi|83721675|ref|NC_007658.1|	2688	3190641229	80	81
gi|83721677|ref|NC_007659.1|	1993	3190644027	80	81
gi|83721679|ref|NC_007660.1|	1957	3190646121	80	81
gi|83721681|ref|NC_007661.1|	1683	3190648179	80	81
gi|83721683|ref|NC_007662.1|	1504	3190649960	80	81
gi|83721685|ref|NC_007663.1|	1191	3190651559	80	81
gi|83721687|ref|NC_007664.1|	1082	3190652841	80	81
gi|83721689|ref|NC_007665.1|	825	3190654014	80	81
gi|78762962|ref|NC_007524.1|	2259	3190654924	80	81
gi|78763261|ref|NC_007525.1|	2030	3190657286	80	81
gi|78763552|ref|NC_007526.1|	1509	3190659416	80	81
gi|78763788|ref|NC_007527.1|	1299	3190661018	80	81
gi|78764193|ref|NC_007528.1|	1226	3190662408	80	81
gi|78764529|ref|NC_007529.1|	1171	3190663725	80	81
gi|78764643|ref|NC_007531.1|	1003	3190664986	80	81
gi|78764769|ref|NC_007532.1|	943	3190666077	80	81
gi|96980747|ref|NC_008031.1|	1352	3190667117	80	81
gi|109240500|ref|NC_008171.1|	5792	3190668574	80	81
gi|109240502|ref|NC_008172.1|	4175	3190674527	80	81
gi|109240504|ref|NC_008173.1|	3129	3190678843	80	81
gi|109240506|ref|NC_008174.1|	2833	3190682100	80	81
gi|109240508|ref|NC_008175.1|	2027	3190685057	80	81
gi|109240510|ref|NC_008176.1|	1687	3190687198	80	81
gi|109240512|ref|NC_008177.1|	1556	3190688995	80	81
gi|109240514|ref|NC_008178.1|	1449	3190690659	80	81
gi|109240516|ref|NC_008179.1|	1296	3190692215	80	81
gi|109240518|ref|NC_008180.1|	878	3190693617	80	81
gi|109240520|ref|NC_008181.1|	741	3190694595	80	81
gi|109390396|ref|NC_008185.1|	4787	3190695413	80	81
gi|109390403|ref|NC_008186.1|	4756	3190700327	80	81
gi|55770820|ref|NC_006428.1|	15450	3190705206	80	81
gi|32140160|ref|NC_004906.1|	890	3190720955	80	81
gi|32141421|ref|NC_004907.1|	1025	3190721962	80	81
gi|40549402|ref|NC_004466.2|	45503	3190723070	80	81
gi|119443652|ref|NC_008689.1|	44857	3190769221	80	81
gi|116536721|ref|NC_008514.1|	11545	3190814717	80	81
gi|116536735|ref|NC_008516.1|	26660	3190826473	80	81
gi|56692568|ref|NC_006548.1|	38439	3190853535	80	81
gi|62327168|ref|NC_006938.1|	63649	3190892517	80	81
gi|66392052|ref|NC_007024.1|	55770	3190957032	80	81
gi|115304270|ref|NC_008364.1|	26537	3191013570	80	81
gi|115334607|ref|NC_008375.1|	1898	3191040504	80	81
gi|120407024|ref|NC_008736.1|	2186	3191042511	80	81
gi|120407027|ref|NC_008737.1|	1870	3191044809	80	81
gi|125981364|ref|NC_009013.1|	7808	3191046779	80	81
gi|126010927|ref|NC_009032.1|	5403	3191054761	80	81
gi|60677687|ref|NC_006875.1|	7453	3191060303	80	81
gi|68532377|ref|NC_007156.1|	1843	3191067928	80	81
gi|83700359|ref|NC_007648.1|	17635	3191069866	80	81
gi|90403548|ref|NC_007916.1|	7454	3191087791	80	81
gi|66395588|ref|NC_007053.1|	43095	3191095410	80	81
gi|66395450|ref|NC_007051.1|	41318	3191139118	80	81
gi|66395508|ref|NC_007052.1|	45861	3191181025	80	81
gi|66395807|ref|NC_007056.1|	45286	3191227531	80	81
gi|66395965|ref|NC_007058.1|	43155	3191273457	80	81
gi|66396113|ref|NC_007060.1|	41902	3191317223	80	81
gi|70980512|ref|NC_007192.1|	5823	3191359709	80	81
gi|116326069|ref|NC_008520.1|	132239	3191365696	80	81
gi|62326904|ref|NC_006943.1|	6185	3191499660	80	81
gi|51949957|ref|NC_006259.1|	5610	3191505990	80	81
gi|94971809|ref|NC_008020.1|	8739	3191511733	80	81
gi|56692633|ref|NC_006568.1|	2484	3191520670	80	81
gi|66391749|ref|NC_007013.1|	2249	3191523253	80	81
gi|75750459|ref|NC_007408.1|	7009	3191525599	80	81
gi|83999988|ref|NC_007679.1|	6582	3191532758	80	81
gi|96980764|ref|NC_008033.1|	2063	3191539490	80	81
gi|96980777|ref|NC_008029.1|	9345	3191541656	80	81
gi|94972339|ref|NC_008017.1|	7568	3191551197	80	81
gi|113882957|ref|NC_008315.1|	30307	3191558941	80	81
gi|116326687|ref|NC_008518.1|	174059	3191589704	80	81
gi|77864625|ref|NC_007497.1|	44856	3191766013	80	81
gi|84662653|ref|NC_007710.1|	46643	3191811499	80	81
gi|118197482|ref|NC_008586.1|	131204	3191858796	80	81
gi|120407008|ref|NC_008728.1|	1931	3191991726	80	81
gi|120407010|ref|NC_008729.1|	3566	3191993767	80	81
gi|120407012|ref|NC_008730.1|	3617	3191997463	80	81
gi|120407014|ref|NC_008731.1|	2639	3192001211	80	81
gi|120407016|ref|NC_008732.1|	3826	3192003968	80	81
gi|120407018|ref|NC_008733.1|	4501	3192007927	80	81
gi|66391759|ref|NC_007019.1|	34704	3192012557	80	81
gi|148283132|ref|NC_009490.1|	2609	3192047793	80	81
gi|148283136|ref|NC_009491.1|	2559	3192050533	80	81
gi|116734779|ref|NC_008552.1|	8281	3192053200	80	81
gi|115304324|ref|NC_008366.1|	17039	3192061677	80	81
gi|134288562|ref|NC_009232.1|	42572	3192079000	80	81
gi|134303398|ref|NC_009240.1|	96944	3192122183	80	81
gi|93163150|ref|NC_004905.2|	1557	3192220432	80	81
gi|148283122|ref|NC_009489.1|	15486	3192222071	80	81
gi|65362558|ref|NC_007003.1|	7801	3192237843	80	81
gi|149944272|ref|NC_009608.1|	6413	3192245817	80	81
gi|149944278|ref|NC_009609.1|	6001	3192252386	80	81
gi|151266277|ref|NC_009640.1|	15180	3192258531	80	81
gi|151266411|ref|NC_009642.1|	6375	3192273980	80	81
gi|73852954|ref|NC_007362.1|	1760	3192280543	80	81
gi|109255272|ref|NC_008168.1|	104710	3192282413	80	81
gi|116294317|ref|NC_008494.1|	2569	3192388520	80	81
gi|116294322|ref|NC_008495.1|	2514	3192391210	80	81
gi|96980848|ref|NC_008034.1|	7531	3192393825	80	81
gi|116294325|ref|NC_008492.1|	2606	3192401535	80	81
gi|116294330|ref|NC_008493.1|	2589	3192404258	80	81
gi|116630443|ref|NC_008522.1|	1962	3192406945	80	81
gi|116630439|ref|NC_008521.1|	2035	3192408996	80	81
gi|117676340|ref|NC_008574.1|	8999	3192411126	80	81
gi|148727234|ref|NC_009544.1|	11319	3192420313	80	81
gi|22550322|ref|NC_004124.1|	8223	3192431864	80	81
gi|157786393|ref|NC_009877.1|	51277	3192440261	80	81
gi|109287878|ref|NC_008187.1|	191100	3192492265	80	81
gi|115304210|ref|NC_008363.1|	28538	3192685825	80	81
gi|119953678|ref|NC_008722.1|	43420	3192714796	80	81
gi|119967833|ref|NC_008723.1|	44041	3192758833	80	81
gi|157939612|ref|NC_009889.1|	8406	3192803490	80	81
gi|157939615|ref|NC_009894.1|	6868	3192812076	80	81
gi|66395729|ref|NC_007055.1|	43681	3192819101	80	81
gi|119953744|ref|NC_008724.1|	288047	3192863418	80	81
gi|83721691|ref|NC_007666.1|	3817	3193155158	80	81
gi|83721693|ref|NC_007667.1|	3752	3193159115	80	81
gi|83721695|ref|NC_007668.1|	3732	3193163006	80	81
gi|83721697|ref|NC_007669.1|	3375	3193166877	80	81
gi|83721699|ref|NC_007670.1|	3227	3193170387	80	81
gi|83721701|ref|NC_007671.1|	1775	3193173747	80	81
gi|83721703|ref|NC_007672.1|	1171	3193175637	80	81
gi|83721705|ref|NC_007673.1|	1151	3193176915	80	81
gi|83721707|ref|NC_007674.1|	1147	3193178173	80	81
gi|114679849|ref|NC_008348.1|	168041	3193179428	80	81
gi|114680053|ref|NC_008349.1|	134417	3193349668	80	81
gi|158997720|ref|NC_005262.2|	63879	3193485840	80	81
gi|148727082|ref|NC_009541.1|	29739	3193550594	80	81
gi|157102936|ref|NC_009761.2|	41407	3193580785	80	81
gi|157102938|ref|NC_009763.2|	41966	3193622790	80	81
gi|134287335|ref|NC_009231.1|	56538	3193665353	80	81
gi|157102937|ref|NC_009762.2|	45710	3193722678	80	81
gi|160700642|ref|NC_009991.1|	9058	3193769022	80	81
gi|160693214|ref|NC_009799.2|	42969	3193778270	80	81
gi|162290175|ref|NC_010148.1|	1361	3193821884	80	81
gi|109390412|ref|NC_008191.1|	1866	3193823354	80	81
gi|48697401|ref|NC_005885.1|	58638	3193825318	80	81
gi|157953191|ref|NC_009899.1|	344691	3193884779	80	81
gi|162944684|ref|NC_010165.1|	294	3194233843	80	81
gi|16798783|ref|NC_003216.1|	40834	3194234208	80	81
gi|22296522|ref|NC_004112.1|	43411	3194275623	80	81
gi|40806958|ref|NC_004664.2|	41831	3194319650	80	81
gi|29566108|ref|NC_004683.1|	57050	3194362077	80	81
gi|156535141|ref|NC_005131.2|	7118	3194419910	80	81
gi|48697070|ref|NC_005884.1|	43783	3194427187	80	81
gi|56694869|ref|NC_006557.1|	41092	3194471587	80	81
gi|56693048|ref|NC_006565.1|	131522	3194513265	80	81
gi|66395164|ref|NC_007045.1|	15603	3194646507	80	81
gi|89152479|ref|NC_007814.1|	37974	3194662372	80	81
gi|90592637|ref|NC_007917.1|	53325	3194700896	80	81
gi|109392353|ref|NC_008195.1|	70654	3194754963	80	81
gi|109391846|ref|NC_008197.1|	68427	3194826575	80	81
gi|109521840|ref|NC_008199.1|	69059	3194895935	80	81
gi|109392287|ref|NC_008202.1|	42289	3194965931	80	81
gi|109392453|ref|NC_008203.1|	52047	3195008823	80	81
gi|109521758|ref|NC_008204.1|	67188	3195061597	80	81
gi|109521437|ref|NC_008206.1|	78441	3195129701	80	81
gi|109393216|ref|NC_008207.1|	153766	3195209198	80	81
gi|39653674|ref|NC_005294.1|	42935	3195364962	80	81
gi|13095680|ref|NC_002666.1|	35538	3195408509	80	81
gi|13095743|ref|NC_002667.1|	41834	3195444567	80	81
gi|13095891|ref|NC_002671.1|	15179	3195486999	80	81
gi|23578028|ref|NC_004322.1|	6056	3195502429	80	81
gi|29028617|ref|NC_004616.1|	44970	3195508639	80	81
gi|29028667|ref|NC_004617.1|	42722	3195554250	80	81
gi|91214206|ref|NC_005091.2|	57455	3195597584	80	81
gi|82700933|ref|NC_007623.1|	211215	3195655826	80	81
gi|70727678|ref|NC_007189.1|	6907	3195869760	80	81
gi|71834082|ref|NC_007291.1|	46072	3195876827	80	81
gi|115304338|ref|NC_008367.1|	40938	3195923548	80	81
gi|156563990|ref|NC_009760.1|	218948	3195965073	80	81
gi|160707859|ref|NC_009992.1|	14214	3196186859	80	81
gi|55831383|ref|NC_006452.1|	1145	3196201343	80	81
gi|148828646|ref|NC_009563.1|	1372	3196202599	80	81
gi|148828650|ref|NC_009555.1|	1322	3196204085	80	81
gi|148828652|ref|NC_009556.1|	1358	3196205521	80	81
gi|148828654|ref|NC_009557.1|	1367	3196206984	80	81
gi|148828656|ref|NC_009558.1|	1340	3196208467	80	81
gi|148828658|ref|NC_009559.1|	1342	3196209921	80	81
gi|148828662|ref|NC_009561.1|	1346	3196211385	80	81
gi|148828664|ref|NC_009562.1|	1344	3196212847	80	81
gi|157939778|ref|NC_009891.1|	6718	3196214281	80	81
gi|164607193|ref|NC_010248.1|	3535	3196221158	80	81
gi|164607196|ref|NC_010250.1|	7184	3196224813	80	81
gi|164607202|ref|NC_010249.1|	7053	3196232164	80	81
gi|164607211|ref|NC_010252.1|	7106	3196239379	80	81
gi|161617915|ref|NC_010106.1|	52975	3196246655	80	81
gi|117413398|ref|NC_008558.1|	10851	3196300360	80	81
gi|148641520|ref|NC_009520.1|	1465	3196311437	80	81
gi|148641522|ref|NC_009521.1|	1479	3196313011	80	81
gi|156616260|ref|NC_009764.1|	8727	3196314584	80	81
gi|167600353|ref|NC_010327.1|	30992	3196323488	80	81
gi|167832331|ref|NC_010343.1|	1717	3196354961	80	81
gi|167832333|ref|NC_010344.1|	1521	3196356793	80	81
gi|167832335|ref|NC_010345.1|	1485	3196358427	80	81
gi|167851790|ref|NC_010349.1|	1793	3196360024	80	81
gi|167851792|ref|NC_010350.1|	1566	3196361933	80	81
gi|167832337|ref|NC_010351.1|	1383	3196363612	80	81
gi|157939583|ref|NC_009890.1|	5077	3196365085	80	81
gi|168229273|ref|NC_010353.1|	35543	3196370298	80	81
gi|32453825|ref|NC_004927.1|	75898	3196406347	80	81
gi|71647259|ref|NC_007217.1|	30889	3196483262	80	81
gi|146411811|ref|NC_009452.1|	23814	3196514616	80	81
gi|148724437|ref|NC_009532.1|	6223	3196538794	80	81
gi|148724420|ref|NC_009537.1|	3433	3196545175	80	81
gi|148724422|ref|NC_009538.1|	2914	3196548731	80	81
gi|149274319|ref|NC_009597.1|	18098	3196551756	80	81
gi|117530171|ref|NC_008562.1|	162109	3196570156	80	81
gi|20428615|ref|NC_003746.1|	14042	3196734363	80	81
gi|126165310|ref|NC_009041.1|	6395	3196748652	80	81
gi|169303556|ref|NC_010416.1|	6937	3196755193	80	81
gi|169794178|ref|NC_010179.2|	40881	3196762304	80	81
gi|50058548|ref|NC_005964.1|	15141	3196803769	80	81
gi|149980623|ref|NC_009612.1|	2571	3196819183	80	81
gi|176428594|ref|NC_010560.1|	8965	3196821870	80	81
gi|177882060|ref|NC_010561.1|	8530	3196831031	80	81
gi|172088171|ref|NC_010562.1|	3357	3196839742	80	81
gi|172088174|ref|NC_010563.1|	7107	3196843215	80	81
gi|182682776|ref|NC_010584.1|	3949	3196850500	80	81
gi|182682778|ref|NC_010585.1|	3876	3196854588	80	81
gi|182682780|ref|NC_010586.1|	3709	3196858602	80	81
gi|182682782|ref|NC_010587.1|	2293	3196862447	80	81
gi|182682786|ref|NC_010589.1|	2042	3196864858	80	81
gi|182682788|ref|NC_010590.1|	1356	3196867015	80	81
gi|182682791|ref|NC_010591.1|	1305	3196868477	80	81
gi|182682793|ref|NC_010592.1|	1125	3196869888	80	81
gi|182682795|ref|NC_010593.1|	912	3196871118	80	81
gi|182682797|ref|NC_010594.1|	772	3196872132	80	81
gi|182637477|ref|NC_010576.1|	55597	3196872985	80	81
gi|168804017|ref|NC_010356.1|	190032	3196929378	80	81
gi|121614279|ref|NC_008779.1|	2611	3197121875	80	81
gi|121614288|ref|NC_008780.1|	2586	3197124608	80	81
gi|165969010|ref|NC_010276.1|	156179	3197127298	80	81
gi|169822558|ref|NC_010438.1|	28773	3197285499	80	81
gi|169822550|ref|NC_010437.1|	28326	3197314699	80	81
gi|169822542|ref|NC_010436.1|	28476	3197343447	80	81
gi|169259706|ref|NC_010412.1|	7373	3197372351	80	81
gi|169259708|ref|NC_010413.1|	7348	3197379889	80	81
gi|169259712|ref|NC_010415.1|	7351	3197387400	80	81
gi|182406744|ref|NC_009448.2|	8115	3197394905	80	81
gi|170676271|ref|NC_010490.1|	4945	3197403207	80	81
gi|185357846|ref|NC_010618.1|	2747	3197408302	80	81
gi|25140980|ref|NC_004426.1|	9878	3197411156	80	81
gi|21389216|ref|NC_003988.1|	7374	3197421226	80	81
gi|187764323|ref|NC_010662.1|	1830	3197428784	80	81
gi|187764195|ref|NC_010663.1|	1066	3197430728	80	81
gi|187765479|ref|NC_010664.1|	1268	3197431899	80	81
gi|187765477|ref|NC_010665.1|	1930	3197433274	80	81
gi|187765469|ref|NC_010666.1|	2797	3197435320	80	81
gi|187765481|ref|NC_010667.1|	3303	3197438243	80	81
gi|187765471|ref|NC_010668.1|	3713	3197441679	80	81
gi|187765473|ref|NC_010669.1|	3905	3197445530	80	81
gi|187765483|ref|NC_010670.1|	4123	3197449575	80	81
gi|146261987|ref|NC_002568.2|	4148	3197453820	80	81
gi|108516129|ref|NC_008057.1|	2558	3197458103	80	81
gi|188543036|ref|NC_010704.1|	1530	3197460773	80	81
gi|189022230|ref|NC_010754.1|	2305	3197462416	80	81
gi|189022232|ref|NC_010755.1|	2207	3197464843	80	81
gi|189009862|ref|NC_010737.1|	7713	3197467166	80	81
gi|189009869|ref|NC_010738.1|	8463	3197475055	80	81
gi|158324544|ref|NC_009923.1|	3091	3197483718	80	81
gi|158324547|ref|NC_009924.1|	2780	3197486942	80	81
gi|189022224|ref|NC_010743.1|	4127	3197489832	80	81
gi|189022226|ref|NC_010744.1|	3846	3197494086	80	81
gi|189022228|ref|NC_010745.1|	3258	3197498056	80	81
gi|189418877|ref|NC_010809.1|	5674	3197501435	80	81
gi|189418884|ref|NC_010806.1|	5808	3197507263	80	81
gi|169257155|ref|NC_010391.1|	42723	3197513216	80	81
gi|190336465|ref|NC_010948.1|	2622	3197556570	80	81
gi|190336471|ref|NC_010951.1|	2578	3197559321	80	81
gi|190336479|ref|NC_010953.1|	2553	3197562053	80	81
gi|189490154|ref|NC_010820.1|	13111	3197564707	80	81
gi|190643463|ref|NC_010987.1|	7229	3197578061	80	81
gi|190643471|ref|NC_010988.1|	4906	3197585460	80	81
gi|30090015|ref|NC_002160.2|	5695	3197590505	80	81
gi|30089981|ref|NC_002198.2|	5662	3197596349	80	81
gi|38488686|ref|NC_005226.1|	6541	3197602152	80	81
gi|192824177|ref|NC_011023.1|	52892	3197608852	80	81
gi|29134936|ref|NC_004629.1|	280334	3197662477	80	81
gi|45476493|ref|NC_005817.1|	2928	3197946404	80	81
gi|45476496|ref|NC_005818.1|	1981	3197949457	80	81
gi|45476498|ref|NC_005819.1|	977	3197951551	80	81
gi|189490161|ref|NC_010821.1|	316674	3197952617	80	81
gi|169803200|ref|NC_010434.1|	7674	3198273318	80	81
gi|193506277|ref|NC_009737.2|	35055	3198281153	80	81
gi|148609382|ref|NC_009514.1|	47021	3198316706	80	81
gi|20143424|ref|NC_003554.1|	7743	3198364383	80	81
gi|9625564|ref|NC_001343.1|	7489	3198372299	80	81
gi|20564135|ref|NC_003822.1|	2580	3198379956	80	81
gi|9626687|ref|NC_001478.1|	2701	3198382638	80	81
gi|8486148|ref|NC_002205.1|	2313	3198385445	80	81
gi|8486150|ref|NC_002206.1|	2204	3198387859	80	81
gi|8486154|ref|NC_002208.1|	1841	3198390163	80	81
gi|8486156|ref|NC_002209.1|	1557	3198392100	80	81
gi|8486161|ref|NC_002211.1|	1096	3198393749	80	81
gi|22788700|ref|NC_004158.1|	4888	3198394930	80	81
gi|22788702|ref|NC_004159.1|	12255	3198399951	80	81
gi|23334591|ref|NC_004292.1|	7102	3198412434	80	81
gi|23334594|ref|NC_004293.1|	3432	3198419699	80	81
gi|20219026|ref|NC_003680.1|	5273	3198423253	80	81
gi|30248019|ref|NC_004756.1|	5666	3198428666	80	81
gi|9626671|ref|NC_001469.1|	4701	3198434473	80	81
gi|20087024|ref|NC_003532.1|	4733	3198439305	80	81
gi|9627010|ref|NC_001513.1|	6211	3198444171	80	81
gi|21427633|ref|NC_004013.1|	9465	3198450539	80	81
gi|20386794|ref|NC_003738.1|	3543	3198460202	80	81
gi|20387441|ref|NC_003741.1|	6033	3198463869	80	81
gi|20095237|ref|NC_003549.1|	5889	3198470053	80	81
gi|20087034|ref|NC_003550.1|	3481	3198476091	80	81
gi|20069869|ref|NC_003530.1|	3840	3198479696	80	81
gi|20069874|ref|NC_003531.1|	1403	3198483664	80	81
gi|20153411|ref|NC_003621.1|	4441	3198485170	80	81
gi|20153413|ref|NC_003622.1|	7212	3198489752	80	81
gi|20153341|ref|NC_003615.1|	7342	3198497134	80	81
gi|20564155|ref|NC_003840.1|	8214	3198504645	80	81
gi|9632338|ref|NC_002036.1|	7073	3198513041	80	81
gi|21426909|ref|NC_004006.1|	2293	3198520282	80	81
gi|21426914|ref|NC_004008.1|	3158	3198522683	80	81
gi|19744912|ref|NC_003465.1|	2979	3198525955	80	81
gi|9628590|ref|NC_001696.1|	4275	3198529049	80	81
gi|9626658|ref|NC_001465.1|	1291	3198533451	80	81
gi|9629730|ref|NC_001841.1|	10820	3198534840	80	81
gi|11496571|ref|NC_001558.1|	360	3198545870	80	81
gi|11496572|ref|NC_001471.1|	254	3198546307	80	81
gi|20908248|ref|NC_003882.1|	295	3198546633	80	81
gi|20177431|ref|NC_003631.1|	1168	3198547028	80	81
gi|21071085|ref|NC_003889.1|	359	3198548295	80	81
gi|9627242|ref|NC_001564.1|	10695	3198548729	80	81
gi|20178598|ref|NC_003669.1|	6828	3198559635	80	81
gi|20178623|ref|NC_003670.1|	1799	3198566626	80	81
gi|20522096|ref|NC_003795.1|	8832	3198568511	80	81
gi|20177434|ref|NC_003652.1|	1430	3198577542	80	81
gi|20177436|ref|NC_003653.1|	1802	3198579077	80	81
gi|20177438|ref|NC_003654.1|	4391	3198580989	80	81
gi|20177440|ref|NC_003655.1|	3732	3198585522	80	81
gi|20177442|ref|NC_003656.1|	3753	3198589388	80	81
gi|20177444|ref|NC_003657.1|	3560	3198593275	80	81
gi|20177446|ref|NC_003658.1|	3427	3198596967	80	81
gi|20177448|ref|NC_003659.1|	2970	3198600524	80	81
gi|20177450|ref|NC_003660.1|	1994	3198603619	80	81
gi|20177452|ref|NC_003661.1|	1640	3198605725	80	81
gi|20178603|ref|NC_003671.1|	2438	3198607462	80	81
gi|20178625|ref|NC_003673.1|	3128	3198610007	80	81
gi|20178627|ref|NC_003674.1|	2735	3198613251	80	81
gi|13487801|ref|NC_002703.1|	38347	3198616094	80	81
gi|20530226|ref|NC_003813.1|	1001	3198655008	80	81
gi|20530228|ref|NC_003814.1|	1022	3198656109	80	81
gi|20530230|ref|NC_003815.1|	991	3198657231	80	81
gi|20530236|ref|NC_003818.1|	1017	3198658322	80	81
gi|20530238|ref|NC_003819.1|	988	3198659439	80	81
gi|20087059|ref|NC_003546.1|	2289	3198660520	80	81
gi|20087062|ref|NC_003547.1|	2990	3198662918	80	81
gi|9632270|ref|NC_001981.1|	5312	3198666033	80	81
gi|19744944|ref|NC_003470.1|	2180	3198671503	80	81
gi|19744946|ref|NC_003471.1|	2135	3198673802	80	81
gi|19744948|ref|NC_003472.1|	1790	3198676055	80	81
gi|9628107|ref|NC_001658.1|	6376	3198677942	80	81
gi|50261332|ref|NC_005990.1|	3930	3198684470	80	81
gi|50261334|ref|NC_005991.1|	1967	3198688522	80	81
gi|50261336|ref|NC_005992.1|	877	3198690586	80	81
gi|50261338|ref|NC_005993.1|	1764	3198691546	80	81
gi|50261340|ref|NC_005994.1|	1059	3198693405	80	81
gi|50261342|ref|NC_005995.1|	728	3198694551	80	81
gi|20889296|ref|NC_003885.1|	1645	3198695360	80	81
gi|20889302|ref|NC_003886.1|	1445	3198697097	80	81
gi|20522132|ref|NC_003797.1|	10818	3198698639	80	81
gi|20428596|ref|NC_003750.1|	3808	3198709676	80	81
gi|20428600|ref|NC_003752.1|	2157	3198713615	80	81
gi|20428604|ref|NC_003758.1|	1914	3198715882	80	81
gi|20428606|ref|NC_003759.1|	2682	3198717903	80	81
gi|20428608|ref|NC_003769.1|	1162	3198720703	80	81
gi|20428610|ref|NC_003770.1|	1938	3198721963	80	81
gi|20428612|ref|NC_003771.1|	3823	3198724009	80	81
gi|20070095|ref|NC_003501.1|	9672	3198727953	80	81
gi|20522134|ref|NC_003808.1|	3439	3198737822	80	81
gi|20522139|ref|NC_003810.1|	2310	3198741380	80	81
gi|20260783|ref|NC_003689.1|	7383	3198743781	80	81
gi|22960697|ref|NC_004180.1|	1884	3198751342	80	81
gi|22960700|ref|NC_004181.1|	4350	3198753335	80	81
gi|22960702|ref|NC_004182.1|	3909	3198757825	80	81
gi|22960704|ref|NC_004183.1|	3586	3198761868	80	81
gi|22960706|ref|NC_004184.1|	3157	3198765584	80	81
gi|22960708|ref|NC_004185.1|	2432	3198768866	80	81
gi|22960710|ref|NC_004186.1|	2141	3198771414	80	81
gi|22960712|ref|NC_004187.1|	2133	3198773667	80	81
gi|22960714|ref|NC_004188.1|	2029	3198775912	80	81
gi|22960716|ref|NC_004189.1|	1880	3198778053	80	81
gi|22960718|ref|NC_004190.1|	675	3198780043	80	81
gi|22960720|ref|NC_004191.1|	998	3198780813	80	81
gi|58177830|ref|NC_003786.2|	5344	3198781899	80	81
gi|20153383|ref|NC_003603.1|	4019	3198787381	80	81
gi|22855185|ref|NC_004169.1|	3243	3198791529	80	81
gi|22855187|ref|NC_004177.1|	3360	3198794891	80	81
gi|20564194|ref|NC_003825.1|	2861	3198798370	80	81
gi|9629255|ref|NC_001793.1|	6509	3198801334	80	81
gi|14141972|ref|NC_002786.1|	6305	3198807996	80	81
gi|9630566|ref|NC_001909.1|	31754	3198814451	80	81
gi|20522153|ref|NC_003804.1|	2760	3198846692	80	81
gi|20178606|ref|NC_003676.1|	10116	3198849536	80	81
gi|20178608|ref|NC_003675.1|	10140	3198859833	80	81
gi|19919937|ref|NC_003502.1|	6405	3198870184	80	81
gi|19919939|ref|NC_003509.1|	7711	3198876753	80	81
gi|9630125|ref|NC_001884.1|	134416	3198884628	80	81
gi|20177457|ref|NC_003638.1|	1007	3199020807	80	81
gi|20177459|ref|NC_003639.1|	1009	3199021909	80	81
gi|20177461|ref|NC_003640.1|	1000	3199023013	80	81
gi|20177463|ref|NC_003641.1|	990	3199024108	80	81
gi|20177465|ref|NC_003642.1|	989	3199025193	80	81
gi|20177467|ref|NC_003643.1|	977	3199026277	80	81
gi|20177469|ref|NC_003644.1|	981	3199027349	80	81
gi|20177471|ref|NC_003645.1|	985	3199028425	80	81
gi|20177477|ref|NC_003648.1|	1001	3199029506	80	81
gi|19919944|ref|NC_003511.1|	2913	3199030588	80	81
gi|19919949|ref|NC_003512.1|	2529	3199033606	80	81
gi|20177479|ref|NC_003634.1|	6673	3199036236	80	81
gi|21326223|ref|NC_003974.1|	3591	3199043076	80	81
gi|9630710|ref|NC_001942.1|	15644	3199046780	80	81
gi|25140191|ref|NC_004423.1|	5600	3199062701	80	81
gi|25140194|ref|NC_004424.1|	2831	3199068452	80	81
gi|25140197|ref|NC_004425.1|	2417	3199071400	80	81
gi|18249855|ref|NC_003357.1|	2737	3199073922	80	81
gi|20806034|ref|NC_003857.1|	2597	3199076780	80	81
gi|20451024|ref|NC_003787.1|	6812	3199079498	80	81
gi|20451026|ref|NC_003788.1|	3384	3199086484	80	81
gi|23238141|ref|NC_004205.1|	894	3199089986	80	81
gi|20889358|ref|NC_003873.1|	4674	3199090970	80	81
gi|21427637|ref|NC_004014.1|	6878	3199095787	80	81
gi|9634977|ref|NC_002201.1|	12035	3199102816	80	81
gi|22091104|ref|NC_004084.1|	58498	3199115072	80	81
gi|17736958|ref|NC_003300.1|	4741	3199174385	80	81
gi|9630091|ref|NC_001876.1|	34446	3199179252	80	81
gi|9629466|ref|NC_001813.1|	33213	3199214193	80	81
gi|20428571|ref|NC_003743.1|	5641	3199247890	80	81
gi|22855193|ref|NC_004170.1|	2981	3199253686	80	81
gi|10518489|ref|NC_002566.1|	200	3199256815	80	81
gi|10518490|ref|NC_002567.1|	3311	3199257127	80	81
gi|27881469|ref|NC_004541.1|	8289	3199260546	80	81
gi|20177491|ref|NC_003633.1|	4114	3199269012	80	81
gi|13559817|ref|NC_002729.1|	7352	3199273250	80	81
gi|20564213|ref|NC_003833.1|	3459	3199280774	80	81
gi|20564215|ref|NC_003834.1|	2944	3199284357	80	81
gi|20564218|ref|NC_003835.1|	2229	3199287418	80	81
gi|20889389|ref|NC_003876.1|	5133	3199289757	80	81
gi|22855216|ref|NC_004174.1|	2322	3199295039	80	81
gi|20806021|ref|NC_003860.1|	2662	3199297478	80	81
gi|30018236|ref|NC_004724.1|	16527	3199300270	80	81
gi|31343652|ref|NC_002628.2|	28798	3199317088	80	81
gi|20514400|ref|NC_003791.1|	7471	3199346328	80	81
gi|111572515|ref|NC_003792.2|	4667	3199353976	80	81
gi|22550379|ref|NC_004121.1|	2898	3199358784	80	81
gi|22550381|ref|NC_004122.1|	2213	3199361801	80	81
gi|20065963|ref|NC_003524.1|	33507	3199364115	80	81
gi|20087066|ref|NC_003533.1|	322	3199398132	80	81
gi|20260800|ref|NC_003694.1|	4662	3199398534	80	81
gi|20219034|ref|NC_003682.1|	301	3199403325	80	81
gi|20178349|ref|NC_003629.1|	5706	3199403704	80	81
gi|18450262|ref|NC_003380.1|	220	3199409564	80	81
gi|20806076|ref|NC_003850.1|	377	3199409880	80	81
gi|21234419|ref|NC_003906.1|	366	3199410351	80	81
gi|9627899|ref|NC_001625.1|	4194	3199410797	80	81
gi|9627203|ref|NC_001546.1|	300	3199415130	80	81
gi|22128617|ref|NC_004100.1|	2605	3199415530	80	81
gi|9632377|ref|NC_002048.1|	2584	3199418256	80	81
gi|9632383|ref|NC_002049.1|	2542	3199420961	80	81
gi|29251557|ref|NC_004644.1|	2535	3199423626	80	81
gi|29243866|ref|NC_004636.1|	2581	3199426273	80	81
gi|29337266|ref|NC_004660.1|	2589	3199428976	80	81
gi|28976177|ref|NC_004614.1|	2761	3199431679	80	81
gi|28976184|ref|NC_004613.1|	2748	3199434550	80	81
gi|29294559|ref|NC_004648.1|	2754	3199437412	80	81
gi|20806526|ref|NC_003868.1|	2586	3199440283	80	81
gi|9629636|ref|NC_001828.1|	2597	3199442982	80	81
gi|9630640|ref|NC_001917.1|	2562	3199445692	80	81
gi|29243888|ref|NC_004640.1|	2773	3199448371	80	81
gi|83700363|ref|NC_007647.1|	13952	3199451252	80	81
gi|124378065|ref|NC_008842.1|	1940	3199465470	80	81
gi|124378067|ref|NC_008843.1|	1945	3199467526	80	81
gi|124378070|ref|NC_008845.1|	1963	3199469587	80	81
gi|124378072|ref|NC_008846.1|	1963	3199471667	80	81
gi|124378075|ref|NC_008848.1|	2066	3199473746	80	81
gi|124378079|ref|NC_008851.1|	2080	3199475929	80	81
gi|124378082|ref|NC_008852.1|	2094	3199478126	80	81
gi|124378084|ref|NC_008853.1|	2135	3199480338	80	81
gi|124378086|ref|NC_008854.1|	2177	3199482591	80	81
gi|124378090|ref|NC_008857.1|	2199	3199484888	80	81
gi|124378092|ref|NC_008858.1|	2235	3199487207	80	81
gi|124378094|ref|NC_008859.1|	2262	3199489562	80	81
gi|124378096|ref|NC_008860.1|	2285	3199491945	80	81
gi|124378099|ref|NC_008861.1|	2295	3199494351	80	81
gi|124378102|ref|NC_008863.1|	2318	3199496767	80	81
gi|124378104|ref|NC_008864.1|	2341	3199499206	80	81
gi|124378107|ref|NC_008866.1|	2358	3199501669	80	81
gi|124378110|ref|NC_008867.1|	2380	3199504149	80	81
gi|124378114|ref|NC_008869.1|	2408	3199506651	80	81
gi|124378117|ref|NC_008870.1|	2415	3199509182	80	81
gi|124378119|ref|NC_008871.1|	2452	3199511720	80	81
gi|124378122|ref|NC_008872.1|	2454	3199514295	80	81
gi|124378125|ref|NC_008873.1|	2462	3199516872	80	81
gi|124378129|ref|NC_008876.1|	2548	3199519457	80	81
gi|124378132|ref|NC_008878.1|	2579	3199522129	80	81
gi|124378135|ref|NC_008880.1|	2598	3199524833	80	81
gi|124378137|ref|NC_008881.1|	2615	3199527556	80	81
gi|124378140|ref|NC_008883.1|	2631	3199530296	80	81
gi|124378142|ref|NC_008884.1|	2636	3199533052	80	81
gi|124378144|ref|NC_008885.1|	2641	3199535813	80	81
gi|124378147|ref|NC_008887.1|	2723	3199538580	80	81
gi|124378150|ref|NC_008888.1|	2723	3199541430	80	81
gi|124378153|ref|NC_008889.1|	2738	3199544280	80	81
gi|124378155|ref|NC_008890.1|	2768	3199547145	80	81
gi|124378157|ref|NC_008891.1|	2775	3199550040	80	81
gi|124378160|ref|NC_008893.1|	2808	3199552942	80	81
gi|124378162|ref|NC_008894.1|	2819	3199555878	80	81
gi|124378167|ref|NC_008896.1|	2856	3199558825	80	81
gi|124378170|ref|NC_008898.1|	2875	3199561809	80	81
gi|124378173|ref|NC_008900.1|	2924	3199564812	80	81
gi|124378176|ref|NC_008901.1|	2930	3199567865	80	81
gi|124378178|ref|NC_008902.1|	2933	3199570924	80	81
gi|124378181|ref|NC_008904.1|	2944	3199573986	80	81
gi|124378183|ref|NC_008905.1|	2997	3199577059	80	81
gi|124378185|ref|NC_008906.1|	3036	3199580185	80	81
gi|124378190|ref|NC_008908.1|	3083	3199583350	80	81
gi|124378192|ref|NC_008909.1|	3111	3199586563	80	81
gi|124378194|ref|NC_008910.1|	3117	3199589804	80	81
gi|124378202|ref|NC_008912.1|	3141	3199593051	80	81
gi|124378206|ref|NC_008914.1|	3243	3199596324	80	81
gi|124378212|ref|NC_008917.1|	3343	3199599700	80	81
gi|124378216|ref|NC_008919.1|	3391	3199603177	80	81
gi|124378219|ref|NC_008920.1|	3403	3199606703	80	81
gi|124378221|ref|NC_008921.1|	3498	3199610241	80	81
gi|124378223|ref|NC_008922.1|	3519	3199613875	80	81
gi|124378225|ref|NC_008923.1|	3743	3199617530	80	81
gi|124378228|ref|NC_008924.1|	3761	3199621412	80	81
gi|124378232|ref|NC_008926.1|	4059	3199625312	80	81
gi|124378235|ref|NC_008927.1|	4066	3199629513	80	81
gi|124378238|ref|NC_008928.1|	4340	3199633721	80	81
gi|124378242|ref|NC_008930.1|	4829	3199638207	80	81
gi|124378245|ref|NC_008932.1|	5156	3199643188	80	81
gi|124378247|ref|NC_008933.1|	2060	3199648500	80	81
gi|124378249|ref|NC_008934.1|	2309	3199650678	80	81
gi|124378252|ref|NC_008936.1|	2588	3199653108	80	81
gi|124378255|ref|NC_008937.1|	2759	3199655821	80	81
gi|124378257|ref|NC_008938.1|	2840	3199658707	80	81
gi|124378259|ref|NC_008939.1|	3008	3199661674	80	81
gi|124378261|ref|NC_008940.1|	3140	3199664811	80	81
gi|124378264|ref|NC_008941.1|	4459	3199668082	80	81
gi|8486127|ref|NC_002018.1|	1413	3199672700	80	81
gi|8486131|ref|NC_002020.1|	890	3199674234	80	81
gi|8486136|ref|NC_002022.1|	2233	3199675239	80	81
gi|8486138|ref|NC_002023.1|	2341	3199677603	80	81
gi|9629708|ref|NC_001836.1|	16934	3199680042	80	81
gi|28209386|ref|NC_004559.1|	2688	3199697291	80	81
gi|37059720|ref|NC_005099.1|	824	3199700098	80	81
gi|18034800|ref|NC_003157.4|	41796	3199701006	80	81
gi|33867950|ref|NC_005074.1|	5207	3199743423	80	81
gi|167583555|ref|NC_010324.1|	77554	3199748774	80	81
gi|194100609|ref|NC_011039.1|	70110	3199827375	80	81
gi|134305391|ref|NC_001615.2|	13720	3199898418	80	81
gi|8486164|ref|NC_002204.1|	2368	3199912382	80	81
gi|8486152|ref|NC_002207.1|	1882	3199914852	80	81
gi|38371701|ref|NC_005214.1|	6423	3199916833	80	81
gi|9629156|ref|NC_001746.1|	6362	3199923412	80	81
gi|9629167|ref|NC_001748.1|	6656	3199929920	80	81
gi|20177417|ref|NC_003632.1|	7059	3199936734	80	81
gi|26986741|ref|NC_004439.1|	7358	3199943961	80	81
gi|111564125|ref|NC_003839.2|	7271	3199951489	80	81
gi|34610110|ref|NC_005096.1|	3929	3199958929	80	81
gi|34610112|ref|NC_005097.1|	7514	3199962986	80	81
gi|13249660|ref|NC_002690.1|	3204	3199970663	80	81
gi|19744910|ref|NC_003464.1|	3476	3199973982	80	81
gi|9626924|ref|NC_001495.1|	3644	3199977577	80	81
gi|20386796|ref|NC_003739.1|	5449	3199981350	80	81
gi|20522126|ref|NC_003806.1|	3876	3199986958	80	81
gi|9628660|ref|NC_001706.1|	22172	3199990950	80	81
gi|20153407|ref|NC_003606.1|	9779	3200013473	80	81
gi|9625433|ref|NC_001335.1|	52297	3200023444	80	81
gi|9630656|ref|NC_001925.1|	6875	3200076470	80	81
gi|189042976|ref|NC_003500.2|	4760	3200083512	80	81
gi|50253399|ref|NC_005987.1|	1610	3200088404	80	81
gi|50253403|ref|NC_005989.1|	2774	3200090107	80	81
gi|11072110|ref|NC_002598.1|	4326	3200092984	80	81
gi|20087056|ref|NC_003534.1|	12507	3200097429	80	81
gi|20428594|ref|NC_003749.1|	3849	3200110176	80	81
gi|58177829|ref|NC_003785.2|	6794	3200114149	80	81
gi|9628907|ref|NC_001726.1|	4201	3200121100	80	81
gi|9632368|ref|NC_002046.1|	2642	3200125433	80	81
gi|20143442|ref|NC_003568.1|	2874	3200128181	80	81
gi|20143444|ref|NC_003569.1|	3431	3200131163	80	81
gi|46393301|ref|NC_005854.1|	2268	3200134716	80	81
gi|11067737|ref|NC_002588.1|	6364	3200137081	80	81
gi|19919941|ref|NC_003510.1|	6003	3200143593	80	81
gi|9631279|ref|NC_001990.1|	6625	3200149749	80	81
gi|18249864|ref|NC_003356.1|	42575	3200156532	80	81
gi|10314012|ref|NC_002552.1|	8612	3200199704	80	81
gi|9634052|ref|NC_001278.1|	4113	3200208500	80	81
gi|41387225|ref|NC_005084.2|	15378	3200212731	80	81
gi|10518479|ref|NC_002557.1|	4361	3200228411	80	81
gi|10518480|ref|NC_002558.1|	4187	3200232936	80	81
gi|10518481|ref|NC_002559.1|	3878	3200237285	80	81
gi|10518482|ref|NC_002560.1|	2260	3200241321	80	81
gi|10518483|ref|NC_002561.1|	1859	3200243719	80	81
gi|10518484|ref|NC_002562.1|	1776	3200245711	80	81
gi|10518485|ref|NC_002563.1|	1234	3200247619	80	81
gi|10518486|ref|NC_002564.1|	1157	3200248978	80	81
gi|33620701|ref|NC_005065.1|	15045	3200250219	80	81
gi|20514675|ref|NC_003793.1|	7768	3200265524	80	81
gi|22550377|ref|NC_004120.1|	3252	3200273472	80	81
gi|20066014|ref|NC_003523.1|	1104	3200276852	80	81
gi|20260798|ref|NC_003693.1|	7362	3200278045	80	81
gi|20451032|ref|NC_003778.1|	1165	3200285595	80	81
gi|157784255|ref|NC_004009.2|	618	3200286862	80	81
gi|20806069|ref|NC_003854.1|	717	3200287574	80	81
gi|21450051|ref|NC_004033.1|	230	3200288382	80	81
gi|20153365|ref|NC_003614.1|	8911	3200288703	80	81
gi|8486122|ref|NC_002016.1|	1027	3200297829	80	81
gi|8486125|ref|NC_002017.1|	1778	3200298972	80	81
gi|8486129|ref|NC_002019.1|	1565	3200300876	80	81
gi|29337260|ref|NC_004659.1|	2603	3200302550	80	81
gi|29337269|ref|NC_004661.1|	2612	3200305264	80	81
gi|29711070|ref|NC_004706.1|	1372	3200307999	80	81
gi|29501756|ref|NC_004673.1|	2739	3200309466	80	81
gi|42733078|ref|NC_005497.1|	1360	3200312340	80	81
gi|56693045|ref|NC_006559.1|	8026	3200313791	80	81
gi|63252855|ref|NC_006995.1|	2746	3200321993	80	81
gi|38707888|ref|NC_005281.1|	8587	3200324859	80	81
gi|20514394|ref|NC_003790.1|	6927	3200333620	80	81
gi|124378062|ref|NC_008840.1|	1859	3200340725	80	81
gi|170676268|ref|NC_010489.1|	3279	3200342693	80	81
gi|170676274|ref|NC_010491.1|	8919	3200346098	80	81
gi|194100514|ref|NC_011044.1|	69904	3200355203	80	81
gi|21493006|ref|NC_004042.1|	2617	3200426061	80	81
gi|21493011|ref|NC_004043.1|	2580	3200428791	80	81
gi|9625557|ref|NC_001341.1|	4491	3200431475	80	81
gi|21238454|ref|NC_003908.1|	11484	3200436109	80	81
gi|9626694|ref|NC_001480.1|	6331	3200447805	80	81
gi|22711868|ref|NC_004145.1|	1305	3200454286	80	81
gi|20178589|ref|NC_003668.1|	4504	3200455682	80	81
gi|20178595|ref|NC_003672.1|	5897	3200460317	80	81
gi|19919896|ref|NC_003504.1|	2603	3200466368	80	81
gi|19919902|ref|NC_003505.1|	2572	3200469084	80	81
gi|9627952|ref|NC_001633.1|	4009	3200471762	80	81
gi|20530232|ref|NC_003816.1|	1002	3200475909	80	81
gi|20087064|ref|NC_003548.1|	3404	3200477004	80	81
gi|9632272|ref|NC_001982.1|	2478	3200480538	80	81
gi|9626510|ref|NC_001447.1|	11965	3200483115	80	81
gi|20522144|ref|NC_003802.1|	2206	3200495309	80	81
gi|16519569|ref|NC_003203.1|	1114	3200497628	80	81
gi|20806045|ref|NC_003847.1|	826	3200498834	80	81
gi|20178632|ref|NC_003678.1|	12602	3200499739	80	81
gi|27228718|ref|NC_004450.1|	7458	3200512569	80	81
gi|33867953|ref|NC_005075.1|	2096	3200520219	80	81
gi|31442397|ref|NC_004824.1|	2742	3200522423	80	81
gi|31442404|ref|NC_004825.1|	2713	3200525281	80	81
gi|28144357|ref|NC_004553.1|	4037	3200528096	80	81
gi|22128611|ref|NC_004099.1|	2642	3200532280	80	81
gi|29243860|ref|NC_004638.1|	2582	3200535047	80	81
gi|29294566|ref|NC_004647.1|	2756	3200537742	80	81
gi|38707890|ref|NC_005284.1|	54865	3200540608	80	81
gi|194097521|ref|NC_011046.1|	29305	3200596232	80	81
gi|194303197|ref|NC_011057.1|	68090	3200625981	80	81
gi|98960846|ref|NC_008038.1|	2129	3200694988	80	81
gi|22212887|ref|NC_004106.1|	6524	3200697217	80	81
gi|25057978|ref|NC_004421.1|	8374	3200703887	80	81
gi|124484665|ref|NC_008963.1|	3573	3200712458	80	81
gi|54193767|ref|NC_006367.1|	5359	3200716150	80	81
gi|80511633|ref|NC_007533.1|	3773	3200721651	80	81
gi|80526268|ref|NC_007534.1|	2089	3200725547	80	81
gi|85677473|ref|NC_007728.1|	10046	3200727738	80	81
gi|170778501|ref|NC_010521.1|	9836	3200737986	80	81
gi|124378059|ref|NC_008837.1|	1533	3200748036	80	81
gi|124378060|ref|NC_008838.1|	1657	3200749680	80	81
gi|124378061|ref|NC_008839.1|	1750	3200751449	80	81
gi|124378064|ref|NC_008841.1|	1916	3200753312	80	81
gi|124378069|ref|NC_008844.1|	1948	3200755343	80	81
gi|124378074|ref|NC_008847.1|	2005	3200757407	80	81
gi|124378077|ref|NC_008849.1|	2074	3200759529	80	81
gi|124378078|ref|NC_008850.1|	2079	3200761720	80	81
gi|124378088|ref|NC_008855.1|	2179	3200763917	80	81
gi|124378089|ref|NC_008856.1|	2195	3200766216	80	81
gi|124378101|ref|NC_008862.1|	2298	3200768531	80	81
gi|124378106|ref|NC_008865.1|	2358	3200770950	80	81
gi|124378113|ref|NC_008868.1|	2395	3200773430	80	81
gi|124378127|ref|NC_008874.1|	2509	3200775947	80	81
gi|124378128|ref|NC_008875.1|	2540	3200778580	80	81
gi|124378131|ref|NC_008877.1|	2572	3200781244	80	81
gi|124378134|ref|NC_008879.1|	2590	3200783941	80	81
gi|124378139|ref|NC_008882.1|	2625	3200786656	80	81
gi|124378146|ref|NC_008886.1|	2646	3200789406	80	81
gi|124378159|ref|NC_008892.1|	2785	3200792178	80	81
gi|124378169|ref|NC_008897.1|	2871	3200795090	80	81
gi|124378172|ref|NC_008899.1|	2879	3200798089	80	81
gi|124378180|ref|NC_008903.1|	2934	3200801096	80	81
gi|124378189|ref|NC_008907.1|	3058	3200804158	80	81
gi|124378204|ref|NC_008913.1|	3157	3200807347	80	81
gi|124378210|ref|NC_008915.1|	3307	3200810636	80	81
gi|124378211|ref|NC_008916.1|	3331	3200814077	80	81
gi|124378215|ref|NC_008918.1|	3357	3200817542	80	81
gi|124378231|ref|NC_008925.1|	3821	3200821033	80	81
gi|124378241|ref|NC_008929.1|	4707	3200824993	80	81
gi|124378244|ref|NC_008931.1|	4886	3200829850	80	81
gi|124378251|ref|NC_008935.1|	2502	3200834890	80	81
gi|124484637|ref|NC_008955.1|	3548	3200837516	80	81
gi|171473627|ref|NC_010538.1|	8550	3200841174	80	81
gi|195661200|ref|NC_011104.1|	39989	3200849904	80	81
gi|89902995|ref|NC_007906.1|	7316	3200890463	80	81
gi|89902998|ref|NC_007905.1|	3366	3200897941	80	81
gi|89885729|ref|NC_007903.1|	3380	3200901422	80	81
gi|89903001|ref|NC_007904.1|	7325	3200904917	80	81
gi|189026271|ref|NC_010759.1|	7038	3200912407	80	81
gi|189026277|ref|NC_010760.1|	7174	3200919606	80	81
gi|189026280|ref|NC_010761.1|	7088	3200926943	80	81
gi|164607214|ref|NC_010254.1|	3332	3200934193	80	81
gi|158380386|ref|NC_009552.2|	40863	3200937636	80	81
gi|17736965|ref|NC_003301.1|	3192	3200979092	80	81
gi|197085612|ref|NC_007030.2|	4576	3200982417	80	81
gi|134287156|ref|NC_009233.1|	186262	3200987132	80	81
gi|197261511|ref|NC_011167.1|	53104	3201175791	80	81
gi|157310906|ref|NC_009816.1|	70579	3201229635	80	81
gi|195982531|ref|NC_011132.1|	18343	3201301163	80	81
gi|200003956|ref|NC_011222.1|	44929	3201319808	80	81
gi|119964534|ref|NC_008725.1|	111953	3201365367	80	81
gi|203457352|ref|NC_011272.1|	153894	3201478794	80	81
gi|203458877|ref|NC_011269.1|	154017	3201634689	80	81
gi|203460520|ref|NC_011270.1|	154906	3201790705	80	81
gi|203463359|ref|NC_011267.1|	49487	3201947622	80	81
gi|204305660|ref|NC_011271.1|	155372	3201997801	80	81
gi|78766369|ref|NC_007549.1|	2969	3202155200	80	81
gi|78766647|ref|NC_007550.1|	2512	3202158291	80	81
gi|78767039|ref|NC_007552.1|	1307	3202160919	80	81
gi|78767273|ref|NC_007553.1|	1287	3202162327	80	81
gi|78767504|ref|NC_007554.1|	1004	3202163715	80	81
gi|78767691|ref|NC_007555.1|	932	3202164816	80	81
gi|78767825|ref|NC_007556.1|	820	3202165844	80	81
gi|78767973|ref|NC_007557.1|	739	3202166759	80	81
gi|78768152|ref|NC_007558.1|	649	3202167592	80	81
gi|206599544|ref|NC_011291.1|	47057	3202168326	80	81
gi|206599983|ref|NC_011292.1|	68952	3202216052	80	81
gi|206600290|ref|NC_011284.1|	68450	3202285939	80	81
gi|208436764|ref|NC_011335.1|	119343	3202355327	80	81
gi|207271566|ref|NC_011309.1|	2757	3202476251	80	81
gi|208429851|ref|NC_011317.1|	4139	3202479130	80	81
gi|18496886|ref|NC_003387.1|	52797	3202483392	80	81
gi|12657854|ref|NC_002656.1|	50550	3202536921	80	81
gi|29566021|ref|NC_004682.1|	50913	3202588175	80	81
gi|29566511|ref|NC_004687.1|	156102	3202639797	80	81
gi|9632343|ref|NC_002037.1|	1399	3202797924	80	81
gi|209170884|ref|NC_011345.1|	155122	3202799435	80	81
gi|209363550|ref|NC_011349.1|	7310	3202956565	80	81
gi|48696722|ref|NC_005881.1|	207439	3202964036	80	81
gi|189418893|ref|NC_010810.1|	7961	3203174144	80	81
gi|190151415|ref|NC_010945.1|	39136	3203182278	80	81
gi|209486234|ref|NC_011362.1|	356	3203221994	80	81
gi|169257208|ref|NC_010392.1|	48491	3203222417	80	81
gi|169257267|ref|NC_010393.1|	45840	3203271577	80	81
gi|209571591|ref|NC_011372.1|	2805	3203318082	80	81
gi|209902360|ref|NC_011400.1|	6171	3203320987	80	81
gi|170676276|ref|NC_010495.1|	45051	3203327304	80	81
gi|73852470|ref|NC_007346.1|	407339	3203372993	80	81
gi|9626109|ref|NC_001365.1|	8273	3203785496	80	81
gi|21427656|ref|NC_004017.1|	2284	3203793945	80	81
gi|209901237|ref|NC_011398.1|	50930	3203796332	80	81
gi|148747799|ref|NC_009551.1|	43249	3203847972	80	81
gi|212671375|ref|NC_011533.1|	6742	3203891833	80	81
gi|212671430|ref|NC_011540.1|	8500	3203898733	80	81
gi|212671437|ref|NC_011542.1|	12381	3203907427	80	81
gi|212671448|ref|NC_011543.1|	4652	3203920036	80	81
gi|212671453|ref|NC_011544.1|	6528	3203924809	80	81
gi|212726666|ref|NC_011558.1|	6797	3203931507	80	81
gi|212499141|ref|NC_011541.1|	9650	3203938467	80	81
gi|212498614|ref|NC_011535.1|	4731	3203948318	80	81
gi|212675447|ref|NC_011568.1|	6081	3203953201	80	81
gi|212498904|ref|NC_011538.1|	6285	3203959435	80	81
gi|212498833|ref|NC_011537.1|	6206	3203965873	80	81
gi|212498985|ref|NC_011539.1|	6154	3203972227	80	81
gi|212525933|ref|NC_011559.1|	6151	3203978536	80	81
gi|212498331|ref|NC_011532.1|	12926	3203984840	80	81
gi|212498718|ref|NC_011536.1|	4547	3203998005	80	81
gi|212525937|ref|NC_011560.1|	9973	3204002688	80	81
gi|197085614|ref|NC_011142.1|	47453	3204012860	80	81
gi|213159268|ref|NC_011588.1|	127615	3204060980	80	81
gi|213496077|ref|NC_011592.1|	8759	3204190294	80	81
gi|19919953|ref|NC_003503.1|	4616	3204199247	80	81
gi|19919961|ref|NC_003506.1|	6683	3204204004	80	81
gi|215401232|ref|NC_011615.1|	154196	3204210870	80	81
gi|96980660|ref|NC_008028.1|	9548	3204367061	80	81
gi|215401395|ref|NC_011616.1|	148634	3204376819	80	81
gi|14251190|ref|NC_002795.1|	8657	3204527380	80	81
gi|30410830|ref|NC_004779.1|	7794	3204536225	80	81
gi|30410833|ref|NC_004780.1|	1402	3204544196	80	81
gi|30410836|ref|NC_004781.1|	1788	3204545695	80	81
gi|20451012|ref|NC_003779.1|	8797	3204547583	80	81
gi|32469477|ref|NC_004995.1|	4048	3204556561	80	81
gi|47177088|ref|NC_005876.1|	10152	3204560720	80	81
gi|162290107|ref|NC_010147.1|	43011	3204571076	80	81
gi|122891714|ref|NC_008798.1|	43265	3204614702	80	81
gi|122891784|ref|NC_008799.1|	43282	3204658585	80	81
gi|20177475|ref|NC_003647.1|	1022	3204702492	80	81
gi|56158847|ref|AC_000003.1|	30536	3204703594	80	81
gi|56160472|ref|AC_000006.1|	35100	3204734578	80	81
gi|56160492|ref|AC_000007.1|	35937	3204770183	80	81
gi|56160529|ref|AC_000008.1|	35938	3204806636	80	81
gi|56160595|ref|AC_000010.1|	35524	3204843092	80	81
gi|56160634|ref|AC_000011.1|	36519	3204879129	80	81
gi|56160815|ref|AC_000016.1|	26263	3204916172	80	81
gi|56160839|ref|AC_000017.1|	36001	3204942835	80	81
gi|56160876|ref|AC_000018.1|	35514	3204979358	80	81
gi|56160914|ref|AC_000019.1|	34794	3205015388	80	81
gi|56160952|ref|AC_000020.1|	31323	3205050689	80	81
gi|9632881|ref|NC_000869.1|	2751	3205082497	80	81
gi|9632889|ref|NC_000870.1|	2737	3205085376	80	81
gi|9632978|ref|NC_000874.1|	5899	3205088222	80	81
gi|9632989|ref|NC_000882.1|	2744	3205094270	80	81
gi|9633622|ref|NC_000943.1|	11014	3205097128	80	81
gi|9633628|ref|NC_000947.1|	9760	3205108352	80	81
gi|45597171|ref|NC_001270.2|	6825	3205118305	80	81
gi|11497494|ref|NC_001340.1|	329	3205125286	80	81
gi|9625665|ref|NC_001346.1|	2690	3205125703	80	81
gi|9626081|ref|NC_001359.1|	2631	3205128515	80	81
gi|72257063|ref|NC_001361.2|	8533	3205131241	80	81
gi|9626096|ref|NC_001362.1|	8323	3205139956	80	81
gi|9626127|ref|NC_001368.1|	3374	3205148463	80	81
gi|9626196|ref|NC_001407.1|	9392	3205151945	80	81
gi|9626201|ref|NC_001408.1|	7286	3205161528	80	81
gi|9626205|ref|NC_001409.1|	7555	3205168984	80	81
gi|11496574|ref|NC_001410.1|	247	3205176706	80	81
gi|9626219|ref|NC_001413.1|	8482	3205177033	80	81
gi|9626225|ref|NC_001414.1|	8419	3205185690	80	81
gi|9626433|ref|NC_001428.1|	7401	3205194281	80	81
gi|9626436|ref|NC_001430.1|	7390	3205201841	80	81
gi|9626460|ref|NC_001437.1|	10976	3205209389	80	81
gi|9626462|ref|NC_001438.1|	2585	3205220589	80	81
gi|9626465|ref|NC_001439.1|	2647	3205223293	80	81
gi|9626472|ref|NC_001440.1|	2216	3205226050	80	81
gi|9626475|ref|NC_001441.1|	6955	3205228363	80	81
gi|9626508|ref|NC_001445.1|	9741	3205235466	80	81
gi|9626526|ref|NC_001449.1|	11444	3205245412	80	81
gi|9626546|ref|NC_001452.1|	9202	3205257064	80	81
gi|9626649|ref|NC_001461.1|	12573	3205266458	80	81
gi|11496578|ref|NC_001462.1|	246	3205279265	80	81
gi|9626651|ref|NC_001463.1|	9189	3205279598	80	81
gi|11496573|ref|NC_001464.1|	371	3205288973	80	81
gi|9626677|ref|NC_001472.1|	7389	3205289415	80	81
gi|28212283|ref|NC_001481.2|	7683	3205296963	80	81
gi|9626708|ref|NC_001483.1|	6151	3205304810	80	81
gi|9626732|ref|NC_001489.1|	7478	3205311102	80	81
gi|9626965|ref|NC_001503.1|	8805	3205318746	80	81
gi|9626971|ref|NC_001504.1|	4266	3205327725	80	81
gi|9627034|ref|NC_001517.1|	9640	3205332111	80	81
gi|9627197|ref|NC_001542.1|	11932	3205341931	80	81
gi|9790292|ref|NC_001543.1|	7437	3205354096	80	81
gi|9627210|ref|NC_001550.1|	8557	3205361698	80	81
gi|11496568|ref|NC_001553.1|	360	3205370436	80	81
gi|9790340|ref|NC_001555.1|	9494	3205370866	80	81
gi|9627252|ref|NC_001575.1|	4450	3205380550	80	81
gi|9627404|ref|NC_001598.1|	15480	3205385121	80	81
gi|158539108|ref|NC_001608.3|	19111	3205400879	80	81
gi|9627719|ref|NC_001612.1|	7413	3205420295	80	81
gi|9627728|ref|NC_001616.1|	9704	3205427862	80	81
gi|9627730|ref|NC_001617.1|	7152	3205437754	80	81
gi|9627950|ref|NC_001632.1|	12226	3205445070	80	81
gi|9627971|ref|NC_001639.1|	14104	3205457533	80	81
gi|9627983|ref|NC_001642.1|	6366	3205471880	80	81
gi|9627990|ref|NC_001647.1|	2705	3205478402	80	81
gi|9627994|ref|NC_001648.1|	8159	3205481213	80	81
gi|11496577|ref|NC_001651.1|	315	3205489545	80	81
gi|9628101|ref|NC_001655.1|	9399	3205489931	80	81
gi|9628265|ref|NC_001661.1|	19296	3205499516	80	81
gi|9628429|ref|NC_001671.1|	9924	3205519128	80	81
gi|9628431|ref|NC_001672.1|	11141	3205529253	80	81
gi|9628705|ref|NC_001710.1|	9392	3205540609	80	81
gi|9628826|ref|NC_001718.1|	5075	3205550184	80	81
gi|9629096|ref|NC_001734.1|	30536	3205555387	80	81
gi|11344952|ref|NC_001739.2|	8178	3205586383	80	81
gi|57864579|ref|NC_001749.2|	6495	3205594737	80	81
gi|9629179|ref|NC_001768.1|	9475	3205601388	80	81
gi|9629244|ref|NC_001785.1|	10326	3205611050	80	81
gi|9629345|ref|NC_001800.1|	8106	3205621567	80	81
gi|9629352|ref|NC_001801.1|	6424	3205629856	80	81
gi|9629357|ref|NC_001802.1|	9181	3205636438	80	81
gi|9629460|ref|NC_001812.1|	6227	3205645803	80	81
gi|9629496|ref|NC_001814.1|	9535	3205652176	80	81
gi|9629498|ref|NC_001815.1|	8855	3205661907	80	81
gi|11496567|ref|NC_001830.1|	315	3205670947	80	81
gi|9629718|ref|NC_001837.1|	9550	3205671333	80	81
gi|9629892|ref|NC_001859.1|	7414	3205681068	80	81
gi|9629902|ref|NC_001867.1|	12708	3205688650	80	81
gi|9629909|ref|NC_001868.1|	2706	3205701601	80	81
gi|9630315|ref|NC_001886.1|	9384	3205704413	80	81
gi|9630376|ref|NC_001897.1|	7348	3205713971	80	81
gi|11496580|ref|NC_001907.1|	326	3205721475	80	81
gi|9630635|ref|NC_001915.1|	3097	3205721901	80	81
gi|9630638|ref|NC_001916.1|	2784	3205725132	80	81
gi|9630643|ref|NC_001918.1|	8251	3205728009	80	81
gi|11496576|ref|NC_001920.1|	366	3205736445	80	81
gi|9630658|ref|NC_001926.1|	4458	3205736891	80	81
gi|39980672|ref|NC_001928.2|	2632	3205741482	80	81
gi|39980679|ref|NC_001929.2|	2585	3205744224	80	81
gi|9630671|ref|NC_001932.1|	2815	3205746924	80	81
gi|9630680|ref|NC_001933.1|	2645	3205749857	80	81
gi|9630683|ref|NC_001934.1|	2593	3205752617	80	81
gi|9630688|ref|NC_001935.1|	2547	3205755324	80	81
gi|9630699|ref|NC_001938.1|	2601	3205757977	80	81
gi|9630704|ref|NC_001939.1|	2544	3205760685	80	81
gi|9630707|ref|NC_001940.1|	8448	3205763329	80	81
gi|9630726|ref|NC_001943.1|	6813	3205771946	80	81
gi|9630737|ref|NC_001948.1|	8744	3205778933	80	81
gi|9630778|ref|NC_001958.1|	26263	3205787853	80	81
gi|106060735|ref|NC_001959.2|	7654	3205814507	80	81
gi|11497496|ref|NC_002015.1|	356	3205822331	80	81
gi|50355594|ref|NC_002024.2|	2593	3205822768	80	81
gi|9626928|ref|NC_002025.1|	2037	3205825469	80	81
gi|9626931|ref|NC_002026.1|	3234	3205827605	80	81
gi|9626933|ref|NC_002027.1|	2865	3205830953	80	81
gi|176121034|ref|NC_002028.2|	2111	3205833929	80	81
gi|11497497|ref|NC_002030.1|	359	3205836142	80	81
gi|9627244|ref|NC_002031.1|	10862	3205836571	80	81
gi|9629506|ref|NC_002032.1|	12255	3205847654	80	81
gi|9632334|ref|NC_002034.1|	3357	3205860139	80	81
gi|9632346|ref|NC_002038.1|	3357	3205863611	80	81
gi|9632350|ref|NC_002040.1|	2188	3205867083	80	81
gi|9632353|ref|NC_002041.1|	7099	3205869382	80	81
gi|9632357|ref|NC_002042.1|	3593	3205876653	80	81
gi|9632374|ref|NC_002047.1|	2585	3205880370	80	81
gi|9632391|ref|NC_002052.1|	8897	3205883068	80	81
gi|12408699|ref|NC_002058.3|	7440	3205892135	80	81
gi|9634109|ref|NC_002161.1|	15456	3205899743	80	81
gi|9635228|ref|NC_002323.1|	9760	3205915471	80	81
gi|9635231|ref|NC_002324.1|	4056	3205925431	80	81
gi|9635234|ref|NC_002325.1|	3123	3205929616	80	81
gi|9635237|ref|NC_002326.1|	2915	3205932857	80	81
gi|9635240|ref|NC_002327.1|	2704	3205935887	80	81
gi|9635243|ref|NC_002328.1|	2584	3205938703	80	81
gi|9635246|ref|NC_002330.1|	3683	3205941404	80	81
gi|9635436|ref|NC_002349.1|	3659	3205945214	80	81
gi|9635438|ref|NC_002350.1|	7636	3205948999	80	81
gi|9635444|ref|NC_002356.1|	3569	3205956811	80	81
gi|9635457|ref|NC_002359.1|	7147	3205960505	80	81
gi|9635461|ref|NC_002361.1|	2037	3205967808	80	81
gi|9845214|ref|NC_002510.1|	2764	3205969947	80	81
gi|14583260|ref|NC_002532.2|	12704	3205972816	80	81
gi|10314009|ref|NC_002548.1|	9491	3205985752	80	81
gi|10314005|ref|NC_002551.1|	8284	3205995444	80	81
gi|10518487|ref|NC_002565.1|	897	3206003942	80	81
gi|11119632|ref|NC_002602.2|	336	3206004934	80	81
gi|12657941|ref|NC_002657.1|	12301	3206005350	80	81
gi|13559808|ref|NC_002728.1|	18246	3206017864	80	81
gi|13634098|ref|NC_002738.1|	893	3206036424	80	81
gi|13634104|ref|NC_002743.1|	682	3206037413	80	81
gi|14010734|ref|NC_002766.1|	5776	3206038172	80	81
gi|14142010|ref|NC_002792.1|	6301	3206044090	80	81
gi|15808065|ref|NC_002990.1|	7637	3206050552	80	81
gi|15808067|ref|NC_002991.1|	3582	3206058367	80	81
gi|14717378|ref|NC_003003.1|	5951	3206062072	80	81
gi|14717380|ref|NC_003004.1|	3607	3206068176	80	81
gi|14993610|ref|NC_003006.1|	4329	3206071897	80	81
gi|14993612|ref|NC_003007.1|	4056	3206076349	80	81
gi|14993614|ref|NC_003008.1|	3921	3206080524	80	81
gi|14993616|ref|NC_003009.1|	3339	3206084563	80	81
gi|14993618|ref|NC_003010.1|	3159	3206088012	80	81
gi|14993620|ref|NC_003011.1|	1783	3206091279	80	81
gi|14993622|ref|NC_003012.1|	1391	3206093153	80	81
gi|14993624|ref|NC_003013.1|	1250	3206094630	80	81
gi|14993626|ref|NC_003014.1|	1141	3206095964	80	81
gi|14993628|ref|NC_003015.1|	956	3206097189	80	81
gi|14993631|ref|NC_003016.1|	4164	3206098245	80	81
gi|14993633|ref|NC_003017.1|	3853	3206102550	80	81
gi|14993635|ref|NC_003018.1|	3846	3206106540	80	81
gi|14993637|ref|NC_003019.1|	3262	3206110523	80	81
gi|14993639|ref|NC_003020.1|	2851	3206113914	80	81
gi|14993641|ref|NC_003021.1|	1792	3206116889	80	81
gi|14993643|ref|NC_003022.1|	1501	3206118792	80	81
gi|14993645|ref|NC_003023.1|	1332	3206120400	80	81
gi|14993647|ref|NC_003024.1|	1187	3206121837	80	81
gi|14993649|ref|NC_003025.1|	944	3206123128	80	81
gi|15081544|ref|NC_003045.1|	31028	3206124150	80	81
gi|26553442|ref|NC_003050.2|	40248	3206155640	80	81
gi|15148076|ref|NC_003054.1|	1821	3206196456	80	81
gi|15150434|ref|NC_003056.1|	5853	3206198367	80	81
gi|16767845|ref|NC_003215.1|	11442	3206204362	80	81
gi|17059637|ref|NC_003224.1|	9591	3206216024	80	81
gi|18071198|ref|NC_003326.1|	2750	3206225800	80	81
gi|18254496|ref|NC_003355.1|	6298	3206228653	80	81
gi|18490052|ref|NC_003377.1|	9515	3206235102	80	81
gi|18450238|ref|NC_003379.1|	2672	3206244814	80	81
gi|18450268|ref|NC_003382.1|	7559	3206247594	80	81
gi|18652414|ref|NC_003398.1|	9596	3206255318	80	81
gi|18702122|ref|NC_003403.1|	1347	3206265128	80	81
gi|18702397|ref|NC_003405.1|	1353	3206266591	80	81
gi|19073904|ref|NC_003417.1|	11411	3206268021	80	81
gi|19073908|ref|NC_003418.1|	2741	3206279654	80	81
gi|19387576|ref|NC_003436.1|	28033	3206282509	80	81
gi|19550999|ref|NC_003448.1|	3107	3206310983	80	81
gi|19551002|ref|NC_003449.1|	1421	3206314212	80	81
gi|19744938|ref|NC_003462.1|	9306	3206315723	80	81
gi|19747252|ref|NC_003463.1|	306	3206325219	80	81
gi|19744917|ref|NC_003469.1|	3768	3206325611	80	81
gi|19744927|ref|NC_003473.1|	1075	3206329506	80	81
gi|19744929|ref|NC_003474.1|	1043	3206330674	80	81
gi|19744931|ref|NC_003475.1|	1060	3206331810	80	81
gi|19744932|ref|NC_003476.1|	1089	3206332963	80	81
gi|19744934|ref|NC_003477.1|	1018	3206334145	80	81
gi|19744919|ref|NC_003478.1|	3164	3206335258	80	81
gi|19744936|ref|NC_003479.1|	1111	3206338541	80	81
gi|19744914|ref|NC_003480.1|	2056	3206339740	80	81
gi|19744922|ref|NC_003481.1|	3289	3206341904	80	81
gi|19747285|ref|NC_003482.1|	3524	3206345314	80	81
gi|19749338|ref|NC_003483.1|	7262	3206348963	80	81
gi|19881394|ref|NC_003492.1|	9532	3206356388	80	81
gi|40806838|ref|NC_003493.2|	2561	3206366111	80	81
gi|19881396|ref|NC_003495.1|	3662	3206368782	80	81
gi|19881398|ref|NC_003496.1|	5995	3206372567	80	81
gi|19919889|ref|NC_003498.1|	7932	3206378712	80	81
gi|19919905|ref|NC_003513.1|	1320	3206386831	80	81
gi|19919907|ref|NC_003514.1|	6746	3206388255	80	81
gi|19919915|ref|NC_003516.1|	1774	3206395173	80	81
gi|19919917|ref|NC_003517.1|	1465	3206397057	80	81
gi|19919927|ref|NC_003518.1|	3454	3206398618	80	81
gi|19919930|ref|NC_003519.1|	3005	3206402193	80	81
gi|19919934|ref|NC_003520.1|	5834	3206405313	80	81
gi|20087030|ref|NC_003536.1|	9584	3206411292	80	81
gi|20095239|ref|NC_003538.1|	370	3206421066	80	81
gi|20087053|ref|NC_003539.1|	284	3206421511	80	81
gi|20095240|ref|NC_003540.1|	399	3206421884	80	81
gi|20087039|ref|NC_003541.1|	2774	3206422373	80	81
gi|20087041|ref|NC_003542.1|	2173	3206425267	80	81
gi|20087044|ref|NC_003543.1|	3171	3206427553	80	81
gi|20136756|ref|NC_003553.1|	369	3206430839	80	81
gi|20143439|ref|NC_003555.1|	6277	3206431282	80	81
gi|20143469|ref|NC_003556.1|	2766	3206437714	80	81
gi|20143449|ref|NC_003558.1|	1004	3206440603	80	81
gi|20143451|ref|NC_003559.1|	999	3206441709	80	81
gi|20143453|ref|NC_003560.1|	1003	3206442809	80	81
gi|20143457|ref|NC_003562.1|	992	3206443913	80	81
gi|20143459|ref|NC_003563.1|	1006	3206445006	80	81
gi|20143463|ref|NC_003565.1|	1015	3206446113	80	81
gi|20143465|ref|NC_003566.1|	986	3206447229	80	81
gi|20143467|ref|NC_003567.1|	1007	3206448316	80	81
gi|20143446|ref|NC_003570.1|	2315	3206449408	80	81
gi|20153339|ref|NC_003605.1|	10080	3206451820	80	81
gi|20153400|ref|NC_003609.1|	2757	3206462110	80	81
gi|20153409|ref|NC_003611.1|	256	3206464967	80	81
gi|20153376|ref|NC_003612.1|	363	3206465308	80	81
gi|20153410|ref|NC_003613.1|	370	3206465740	80	81
gi|20153333|ref|NC_003616.1|	4972	3206466204	80	81
gi|20153367|ref|NC_003619.1|	3057	3206471327	80	81
gi|20153370|ref|NC_003620.1|	4801	3206474511	80	81
gi|20153343|ref|NC_003623.1|	3774	3206479452	80	81
gi|20153336|ref|NC_003624.1|	2992	3206483363	80	81
gi|20153415|ref|NC_003625.1|	8776	3206486482	80	81
gi|20162543|ref|NC_003626.1|	11832	3206495443	80	81
gi|20162536|ref|NC_003627.1|	4437	3206507499	80	81
gi|20177429|ref|NC_003628.1|	9871	3206512066	80	81
gi|20177424|ref|NC_003630.1|	6357	3206522133	80	81
gi|20177433|ref|NC_003636.1|	337	3206528644	80	81
gi|20177483|ref|NC_003637.1|	360	3206529055	80	81
gi|20177473|ref|NC_003646.1|	997	3206529502	80	81
gi|20178610|ref|NC_003664.1|	2622	3206530597	80	81
gi|20178616|ref|NC_003665.1|	2573	3206533337	80	81
gi|20198945|ref|NC_003679.1|	12333	3206536016	80	81
gi|20219033|ref|NC_003681.1|	248	3206548574	80	81
gi|20219035|ref|NC_003683.1|	364	3206548896	80	81
gi|20260779|ref|NC_003687.1|	10839	3206549327	80	81
gi|20260786|ref|NC_003688.1|	5669	3206560384	80	81
gi|20279530|ref|NC_003708.1|	2745	3206566212	80	81
gi|20279537|ref|NC_003709.1|	2753	3206569080	80	81
gi|20330558|ref|NC_003714.1|	2948	3206571951	80	81
gi|20330569|ref|NC_003716.1|	4063	3206575019	80	81
gi|20340272|ref|NC_003722.1|	2743	3206579206	80	81
gi|20386771|ref|NC_003728.1|	3572	3206582075	80	81
gi|20386773|ref|NC_003729.1|	4501	3206585783	80	81
gi|20386776|ref|NC_003730.1|	2193	3206590432	80	81
gi|20386779|ref|NC_003731.1|	1900	3206592744	80	81
gi|20386782|ref|NC_003732.1|	1936	3206594759	80	81
gi|20386784|ref|NC_003733.1|	1801	3206596812	80	81
gi|20386786|ref|NC_003734.1|	3812	3206598727	80	81
gi|20386788|ref|NC_003735.1|	3617	3206602678	80	81
gi|20386790|ref|NC_003736.1|	3164	3206606432	80	81
gi|20386792|ref|NC_003737.1|	2645	3206609727	80	81
gi|20386798|ref|NC_003740.1|	2231	3206612489	80	81
gi|20428636|ref|NC_003742.1|	9663	3206614818	80	81
gi|20428539|ref|NC_003744.1|	2758	3206624682	80	81
gi|20428623|ref|NC_003747.1|	4210	3206627544	80	81
gi|20428598|ref|NC_003751.1|	3699	3206631890	80	81
gi|20428583|ref|NC_003753.1|	2157	3206635709	80	81
gi|20428586|ref|NC_003754.1|	3514	3206637966	80	81
gi|20428589|ref|NC_003755.1|	8970	3206641597	80	81
gi|20428578|ref|NC_003756.1|	3890	3206650768	80	81
gi|20428602|ref|NC_003757.1|	1132	3206654790	80	81
gi|20428543|ref|NC_003760.1|	1578	3206656013	80	81
gi|20428545|ref|NC_003761.1|	2218	3206657687	80	81
gi|20428547|ref|NC_003762.1|	2449	3206660009	80	81
gi|20428549|ref|NC_003763.1|	1579	3206662565	80	81
gi|20428551|ref|NC_003764.1|	1397	3206664240	80	81
gi|20428553|ref|NC_003765.1|	1224	3206665731	80	81
gi|20428555|ref|NC_003766.1|	1163	3206667048	80	81
gi|20428557|ref|NC_003767.1|	1036	3206668303	80	81
gi|20428561|ref|NC_003772.1|	3195	3206669428	80	81
gi|20428563|ref|NC_003773.1|	4422	3206672739	80	81
gi|20428565|ref|NC_003774.1|	3512	3206677293	80	81
gi|20429233|ref|NC_003775.1|	1448	3206680937	80	81
gi|20428591|ref|NC_003776.1|	2504	3206682477	80	81
gi|20451031|ref|NC_003777.1|	371	3206685087	80	81
gi|20451006|ref|NC_003781.1|	9650	3206685537	80	81
gi|20451018|ref|NC_003782.1|	9275	3206695372	80	81
gi|20522103|ref|NC_003794.1|	5966	3206704844	80	81
gi|20522156|ref|NC_003798.1|	324	3206710977	80	81
gi|20522113|ref|NC_003799.1|	5865	3206711381	80	81
gi|20522115|ref|NC_003800.1|	3354	3206717395	80	81
gi|20522146|ref|NC_003803.1|	2800	3206720881	80	81
gi|20522117|ref|NC_003805.1|	6791	3206723792	80	81
gi|20522130|ref|NC_003807.1|	1449	3206730758	80	81
gi|20522122|ref|NC_003811.1|	3855	3206732302	80	81
gi|20530234|ref|NC_003817.1|	998	3206736293	80	81
gi|20564145|ref|NC_003820.1|	5845	3206737377	80	81
gi|20564174|ref|NC_003824.1|	4647	3206743371	80	81
gi|20564211|ref|NC_003826.1|	822	3206748166	80	81
gi|20564177|ref|NC_003830.1|	2634	3206749077	80	81
gi|20564183|ref|NC_003831.1|	2579	3206751822	80	81
gi|20564157|ref|NC_003836.1|	2386	3206754510	80	81
gi|20564160|ref|NC_003837.1|	3410	3206757002	80	81
gi|20564164|ref|NC_003842.1|	2926	3206760531	80	81
gi|20564167|ref|NC_003844.1|	3491	3206763570	80	81
gi|20564169|ref|NC_003845.1|	2205	3206767181	80	81
gi|20806077|ref|NC_003848.1|	1118	3206769508	80	81
gi|20806004|ref|NC_003849.1|	6128	3206770718	80	81
gi|20806079|ref|NC_003851.1|	388	3206777017	80	81
gi|20806010|ref|NC_003852.1|	6507	3206777476	80	81
gi|20806070|ref|NC_003853.1|	4253	3206784139	80	81
gi|20806075|ref|NC_003855.1|	393	3206788526	80	81
gi|20806029|ref|NC_003856.1|	2607	3206789010	80	81
gi|20806048|ref|NC_003861.1|	2755	3206791737	80	81
gi|20806055|ref|NC_003862.1|	2711	3206794614	80	81
gi|20806015|ref|NC_003866.1|	2583	3206797438	80	81
gi|20806520|ref|NC_003867.1|	2620	3206800136	80	81
gi|20889381|ref|NC_003877.1|	8747	3206802861	80	81
gi|20889306|ref|NC_003887.1|	2513	3206811797	80	81
gi|21165973|ref|NC_003890.1|	1374	3206814427	80	81
gi|21165975|ref|NC_003891.1|	2749	3206815899	80	81
gi|21218463|ref|NC_003896.1|	2766	3206818753	80	81
gi|21218470|ref|NC_003897.1|	2759	3206821634	80	81
gi|21218477|ref|NC_003898.1|	2739	3206824505	80	81
gi|21218484|ref|NC_003899.1|	11675	3206827360	80	81
gi|146334864|ref|NC_003976.2|	7590	3206839243	80	81
gi|21363123|ref|NC_003985.1|	7117	3206846997	80	81
gi|21389214|ref|NC_003990.1|	7055	3206854280	80	81
gi|21397174|ref|NC_003996.1|	10053	3206861479	80	81
gi|21426912|ref|NC_004007.1|	2799	3206871737	80	81
gi|21449930|ref|NC_004035.1|	9624	3206874639	80	81
gi|21492611|ref|NC_004039.1|	9585	3206884446	80	81
gi|21594412|ref|NC_004044.1|	2734	3206894234	80	81
gi|21553928|ref|NC_004047.1|	9612	3206897084	80	81
gi|21644716|ref|NC_004060.1|	4136	3206906891	80	81
gi|21686950|ref|NC_004063.1|	6318	3206911153	80	81
gi|21911441|ref|NC_004071.1|	2755	3206917626	80	81
gi|22128013|ref|NC_004090.1|	2768	3206920496	80	81
gi|22128020|ref|NC_004091.1|	2749	3206923377	80	81
gi|22123916|ref|NC_004092.1|	741	3206926251	80	81
gi|22123917|ref|NC_004093.1|	1305	3206927065	80	81
gi|22128602|ref|NC_004097.1|	2615	3206928480	80	81
gi|22128608|ref|NC_004098.1|	2571	3206931221	80	81
gi|22128597|ref|NC_004101.1|	2613	3206933907	80	81
gi|22681117|ref|NC_004136.1|	1433	3206936651	80	81
gi|22681120|ref|NC_004137.1|	3103	3206938200	80	81
gi|22681055|ref|NC_004146.1|	3107	3206941415	80	81
gi|22726208|ref|NC_004147.1|	2746	3206944631	80	81
gi|46852132|ref|NC_004148.2|	13335	3206947481	80	81
gi|22788698|ref|NC_004157.1|	1716	3206961054	80	81
gi|22855189|ref|NC_004168.1|	2976	3206962876	80	81
gi|22855191|ref|NC_004176.1|	2735	3206965974	80	81
gi|22855166|ref|NC_004178.1|	3183	3206968835	80	81
gi|22855169|ref|NC_004179.1|	2715	3206972149	80	81
gi|23238115|ref|NC_004198.1|	862	3206974970	80	81
gi|23238117|ref|NC_004200.1|	867	3206975915	80	81
gi|23238119|ref|NC_004201.1|	977	3206976865	80	81
gi|23238121|ref|NC_004202.1|	1101	3206977926	80	81
gi|23238123|ref|NC_004203.1|	1119	3206979112	80	81
gi|23238125|ref|NC_004204.1|	1136	3206980316	80	81
gi|23334585|ref|NC_004291.1|	6680	3206981561	80	81
gi|23334588|ref|NC_004294.1|	3376	3206988419	80	81
gi|23343509|ref|NC_004296.1|	3402	3206991909	80	81
gi|23343512|ref|NC_004297.1|	7279	3206995425	80	81
gi|24323599|ref|NC_004346.1|	4258	3207002875	80	81
gi|24432113|ref|NC_004355.1|	10685	3207007249	80	81
gi|24432115|ref|NC_004356.1|	2750	3207018155	80	81
gi|24462250|ref|NC_004358.1|	327	3207021007	80	81
gi|24817634|ref|NC_004364.1|	1957	3207021425	80	81
gi|25140187|ref|NC_004422.1|	6303	3207023474	80	81
gi|26986743|ref|NC_004440.1|	4633	3207029935	80	81
gi|27057675|ref|NC_004441.1|	7388	3207034695	80	81
gi|27573297|ref|NC_004515.1|	1356	3207042272	80	81
gi|27884824|ref|NC_004544.1|	1339	3207043747	80	81
gi|27905018|ref|NC_004546.1|	1354	3207045196	80	81
gi|28209379|ref|NC_004558.1|	2757	3207046670	80	81
gi|28492878|ref|NC_004573.1|	9899	3207049534	80	81
gi|28867231|ref|NC_004580.1|	2630	3207059638	80	81
gi|28867236|ref|NC_004581.1|	2550	3207062388	80	81
gi|28872846|ref|NC_004582.1|	2744	3207065047	80	81
gi|28872853|ref|NC_004583.1|	2748	3207067904	80	81
gi|28913321|ref|NC_004607.1|	2751	3207070764	80	81
gi|28916651|ref|NC_004608.1|	2745	3207073640	80	81
gi|28916659|ref|NC_004609.1|	2616	3207076510	80	81
gi|28972962|ref|NC_004611.1|	2739	3207079247	80	81
gi|28972971|ref|NC_004612.1|	2696	3207082109	80	81
gi|29126595|ref|NC_004625.1|	2802	3207084937	80	81
gi|29135250|ref|NC_004627.1|	2734	3207087856	80	81
gi|29135243|ref|NC_004628.1|	2754	3207090695	80	81
gi|29135257|ref|NC_004630.1|	2741	3207093582	80	81
gi|29171762|ref|NC_004634.1|	2731	3207096434	80	81
gi|29243853|ref|NC_004639.1|	2661	3207099272	80	81
gi|29243836|ref|NC_004642.1|	2593	3207102044	80	81
gi|29251560|ref|NC_004645.1|	2612	3207104771	80	81
gi|29251565|ref|NC_004646.1|	2578	3207107517	80	81
gi|29294538|ref|NC_004650.1|	2828	3207110204	80	81
gi|29294597|ref|NC_004654.1|	2761	3207113145	80	81
gi|29570853|ref|NC_004656.2|	2763	3207116039	80	81
gi|29337275|ref|NC_004662.1|	2593	3207118915	80	81
gi|29366687|ref|NC_004667.1|	17919	3207121626	80	81
gi|29502183|ref|NC_004674.1|	2799	3207139858	80	81
gi|29565553|ref|NC_004676.1|	2777	3207142781	80	81
gi|29742058|ref|NC_004715.1|	1424	3207145683	80	81
gi|30146796|ref|NC_004751.1|	5723	3207147202	80	81
gi|30146803|ref|NC_004753.1|	2930	3207153083	80	81
gi|30146811|ref|NC_004754.1|	2927	3207156131	80	81
gi|30410839|ref|NC_004782.1|	1515	3207159174	80	81
gi|30840962|ref|NC_004809.1|	9123	3207160802	80	81
gi|31543992|ref|NC_004828.1|	4694	3207170128	80	81
gi|32490548|ref|NC_005028.1|	10155	3207174968	80	81
gi|32490546|ref|NC_005029.1|	10538	3207185322	80	81
gi|32490550|ref|NC_005030.1|	1336	3207196089	80	81
gi|32493271|ref|NC_005032.1|	2755	3207197524	80	81
gi|33300797|ref|NC_005046.1|	1351	3207200415	80	81
gi|33300799|ref|NC_005047.1|	1350	3207201882	80	81
gi|33300801|ref|NC_005048.1|	1387	3207203348	80	81
gi|33300803|ref|NC_005049.1|	1356	3207204853	80	81
gi|33300807|ref|NC_005051.1|	1307	3207206325	80	81
gi|38147300|ref|NC_005166.1|	3949	3207207731	80	81
gi|38147302|ref|NC_005167.1|	3877	3207211812	80	81
gi|38147304|ref|NC_005168.1|	3702	3207215820	80	81
gi|38147306|ref|NC_005169.1|	2320	3207219651	80	81
gi|38147308|ref|NC_005170.1|	2239	3207222082	80	81
gi|38147310|ref|NC_005171.1|	2039	3207224431	80	81
gi|38147312|ref|NC_005172.1|	1414	3207226578	80	81
gi|38147315|ref|NC_005173.1|	1297	3207228092	80	81
gi|38147317|ref|NC_005174.1|	1130	3207229488	80	81
gi|38147319|ref|NC_005175.1|	909	3207230716	80	81
gi|38147321|ref|NC_005176.1|	820	3207231720	80	81
gi|38371718|ref|NC_005223.1|	3682	3207232624	80	81
gi|38505523|ref|NC_005233.1|	1673	3207236426	80	81
gi|38505525|ref|NC_005234.1|	3635	3207238193	80	81
gi|38505527|ref|NC_005235.1|	6532	3207241960	80	81
gi|38505529|ref|NC_005236.1|	1769	3207248658	80	81
gi|38505531|ref|NC_005237.1|	3651	3207250521	80	81
gi|38505533|ref|NC_005238.1|	6530	3207254287	80	81
gi|38639880|ref|NC_005267.1|	3914	3207260979	80	81
gi|39163630|ref|NC_005286.1|	3923	3207265020	80	81
gi|39163614|ref|NC_005288.1|	9644	3207269058	80	81
gi|39163640|ref|NC_005289.1|	5817	3207278902	80	81
gi|39163645|ref|NC_005290.1|	3446	3207284871	80	81
gi|75905471|ref|NC_005300.2|	5366	3207288458	80	81
gi|76364065|ref|NC_005301.3|	12108	3207293989	80	81
gi|39840949|ref|NC_005302.1|	1672	3207306346	80	81
gi|40254027|ref|NC_005304.1|	9591	3207308104	80	81
gi|40804734|ref|NC_005319.1|	2746	3207317896	80	81
gi|40804720|ref|NC_005321.1|	2751	3207320760	80	81
gi|41057577|ref|NC_005330.1|	2675	3207323633	80	81
gi|41057583|ref|NC_005331.1|	2656	3207326429	80	81
gi|41057724|ref|NC_005347.1|	2786	3207329196	80	81
gi|41227706|ref|NC_005359.1|	1012	3207332117	80	81
gi|44965086|ref|NC_005775.1|	4385	3207333217	80	81
gi|45390216|ref|NC_005807.1|	2784	3207337740	80	81
gi|46359753|ref|NC_005844.1|	2742	3207340654	80	81
gi|46395057|ref|NC_005855.1|	2779	3207343518	80	81
gi|46401626|ref|NC_005856.1|	94800	3207346403	80	81
gi|46401737|ref|NC_005859.1|	121750	3207442459	80	81
gi|48696604|ref|NC_005888.1|	3018	3207565809	80	81
gi|48696000|ref|NC_005894.1|	3393	3207568938	80	81
gi|49237297|ref|NC_005946.1|	105903	3207572434	80	81
gi|49246207|ref|NC_005950.1|	3024	3207679737	80	81
gi|50253397|ref|NC_005986.1|	3055	3207682871	80	81
gi|50253401|ref|NC_005988.1|	1151	3207686037	80	81
gi|50253377|ref|NC_006007.1|	1125	3207687279	80	81
gi|50253379|ref|NC_006008.1|	1049	3207688495	80	81
gi|50261344|ref|NC_006009.1|	758	3207689646	80	81
gi|50253381|ref|NC_006010.1|	1638	3207690490	80	81
gi|50253371|ref|NC_006011.1|	1179	3207692236	80	81
gi|50261320|ref|NC_006012.1|	1978	3207693517	80	81
gi|50253383|ref|NC_006013.1|	2953	3207695596	80	81
gi|50253385|ref|NC_006014.1|	2772	3207698662	80	81
gi|50253387|ref|NC_006015.1|	822	3207701546	80	81
gi|50261324|ref|NC_006016.1|	1166	3207702466	80	81
gi|50261326|ref|NC_006017.1|	2792	3207703734	80	81
gi|50261328|ref|NC_006018.1|	1566	3207706648	80	81
gi|50253389|ref|NC_006022.1|	1156	3207708310	80	81
gi|50253391|ref|NC_006023.1|	3944	3207709557	80	81
gi|85857779|ref|NC_006024.2|	1980	3207713627	80	81
gi|50253395|ref|NC_006025.1|	1769	3207715708	80	81
gi|50399852|ref|NC_006056.1|	3820	3207717575	80	81
gi|50399854|ref|NC_006057.1|	7334	3207721518	80	81
gi|51593836|ref|NC_006152.1|	4642	3207729016	80	81
gi|51980902|ref|NC_006267.1|	1346	3207733828	80	81
gi|51950963|ref|NC_006269.1|	7429	3207735272	80	81
gi|52133185|ref|NC_006272.1|	3315	3207742871	80	81
gi|52627072|ref|NC_006318.1|	1869	3207746301	80	81
gi|52673227|ref|NC_006319.1|	6404	3207748267	80	81
gi|56692993|ref|NC_006554.1|	7476	3207754807	80	81
gi|85667876|ref|NC_006577.2|	29926	3207762447	80	81
gi|62327614|ref|NC_006955.1|	7650	3207792822	80	81
gi|62327451|ref|NC_006956.1|	1032	3207800645	80	81
gi|62398870|ref|NC_006965.1|	3842	3207801777	80	81
gi|66478128|ref|NC_007017.1|	3884	3207805746	80	81
gi|66395293|ref|NC_007048.1|	42732	3207809750	80	81
gi|66395370|ref|NC_007049.1|	43883	3207853088	80	81
gi|66394870|ref|NC_007050.1|	44283	3207897591	80	81
gi|66395656|ref|NC_007054.1|	44777	3207942499	80	81
gi|66395885|ref|NC_007057.1|	43576	3207987907	80	81
gi|66396040|ref|NC_007059.1|	43114	3208032099	80	81
gi|66396191|ref|NC_007061.1|	42802	3208075823	80	81
gi|66396267|ref|NC_007062.1|	41690	3208119233	80	81
gi|66396333|ref|NC_007063.1|	43231	3208161516	80	81
gi|66396406|ref|NC_007064.1|	42431	3208205359	80	81
gi|66394670|ref|NC_007065.1|	43440	3208248392	80	81
gi|66396483|ref|NC_007067.1|	1323	3208292475	80	81
gi|71658856|ref|NC_007241.1|	2012	3208293889	80	81
gi|71849435|ref|NC_007289.1|	8478	3208295989	80	81
gi|77020137|ref|NC_007458.1|	37253	3208304641	80	81
gi|80509240|ref|NC_007518.1|	4375	3208342445	80	81
gi|81021557|ref|NC_007544.1|	1270	3208346946	80	81
gi|81002246|ref|NC_007545.1|	1037	3208348303	80	81
gi|81097459|ref|NC_007547.1|	3309	3208349424	80	81
gi|78765373|ref|NC_007548.1|	3538	3208352859	80	81
gi|78766821|ref|NC_007551.1|	2204	3208356526	80	81
gi|81097465|ref|NC_007569.1|	730	3208358830	80	81
gi|81042249|ref|NC_007570.1|	1353	3208359641	80	81
gi|81054207|ref|NC_007571.1|	1063	3208361082	80	81
gi|81097461|ref|NC_007572.1|	2283	3208362230	80	81
gi|78761397|ref|NC_007573.1|	613	3208364614	80	81
gi|81097463|ref|NC_007574.1|	2166	3208365306	80	81
gi|123205971|ref|NC_007580.2|	10940	3208367577	80	81
gi|81083820|ref|NC_007583.1|	3867	3208378728	80	81
gi|85667892|ref|NC_007724.1|	2745	3208382726	80	81
gi|89888602|ref|NC_007816.1|	4433	3208385578	80	81
gi|90403545|ref|NC_007915.1|	7560	3208390158	80	81
gi|92918808|ref|NC_007965.1|	2557	3208397890	80	81
gi|92854072|ref|NC_007966.1|	2492	3208400556	80	81
gi|94536597|ref|NC_007983.1|	4764	3208403153	80	81
gi|95020638|ref|NC_008018.1|	7722	3208408044	80	81
gi|95116884|ref|NC_008026.1|	2778	3208415940	80	81
gi|154551150|ref|NC_008035.3|	126629	3208418839	80	81
gi|98960851|ref|NC_008040.1|	3105	3208547148	80	81
gi|98960854|ref|NC_008041.1|	1434	3208550389	80	81
gi|108518227|ref|NC_008058.1|	2614	3208551924	80	81
gi|108737103|ref|NC_008094.1|	5188	3208554637	80	81
gi|109390410|ref|NC_008190.1|	1791	3208559981	80	81
gi|110084000|ref|NC_008236.1|	2768	3208561881	80	81
gi|113200747|ref|NC_008300.1|	3232	3208564768	80	81
gi|113200755|ref|NC_008301.1|	3477	3208568126	80	81
gi|113200760|ref|NC_008303.1|	4823	3208571732	80	81
gi|113200771|ref|NC_008304.1|	2613	3208576713	80	81
gi|113200776|ref|NC_008305.1|	2602	3208579456	80	81
gi|113478394|ref|NC_008311.1|	7382	3208582158	80	81
gi|115353277|ref|NC_008377.1|	2792	3208589719	80	81
gi|117530755|ref|NC_008559.1|	2728	3208592631	80	81
gi|117530853|ref|NC_008560.1|	1357	3208595492	80	81
gi|117530598|ref|NC_008561.1|	1373	3208596962	80	81
gi|117949597|ref|NC_008579.1|	1346	3208598452	80	81
gi|118430724|ref|NC_008583.1|	43128	3208599891	80	81
gi|118496614|ref|NC_008603.1|	321240	3208643649	80	81
gi|119952254|ref|NC_008718.1|	10510	3208968971	80	81
gi|119952252|ref|NC_008719.1|	10793	3208979673	80	81
gi|124378165|ref|NC_008895.1|	2854	3208990693	80	81
gi|125860391|ref|NC_009010.1|	7261	3208993659	80	81
gi|126030112|ref|NC_009019.1|	30286	3209001082	80	81
gi|126030122|ref|NC_009020.1|	30482	3209031818	80	81
gi|126030132|ref|NC_009021.1|	29114	3209062753	80	81
gi|126010924|ref|NC_009025.1|	9499	3209092299	80	81
gi|134287146|ref|NC_009241.1|	1578	3209102000	80	81
gi|134287148|ref|NC_009242.1|	1198	3209103682	80	81
gi|134302817|ref|NC_009243.1|	3224	3209104978	80	81
gi|134287150|ref|NC_009244.1|	3514	3209108326	80	81
gi|134302819|ref|NC_009245.1|	1171	3209111968	80	81
gi|134287152|ref|NC_009246.1|	1202	3209113237	80	81
gi|134302821|ref|NC_009248.1|	4505	3209114538	80	81
gi|134302823|ref|NC_009249.1|	2622	3209119183	80	81
gi|134302825|ref|NC_009250.1|	1648	3209121921	80	81
gi|134302827|ref|NC_009251.1|	1652	3209123673	80	81
gi|134302829|ref|NC_009252.1|	853	3209125430	80	81
gi|148724425|ref|NC_009527.1|	11966	3209126368	80	81
gi|148724431|ref|NC_009528.1|	11930	3209138558	80	81
gi|148828660|ref|NC_009560.1|	1356	3209150743	80	81
gi|148877238|ref|NC_009571.1|	1346	3209152243	80	81
gi|156603882|ref|NC_009759.1|	8404	3209153679	80	81
gi|157939617|ref|NC_009895.1|	4309	3209162263	80	81
gi|157939567|ref|NC_009896.1|	858	3209166700	80	81
gi|158711659|ref|NC_009944.1|	2498	3209167674	80	81
gi|158711661|ref|NC_009945.1|	2833	3209170309	80	81
gi|158713823|ref|NC_009946.1|	3128	3209173283	80	81
gi|158713825|ref|NC_009947.1|	3399	3209176556	80	81
gi|160707867|ref|NC_009988.1|	27165	3209180067	80	81
gi|160700581|ref|NC_009996.1|	7099	3209207639	80	81
gi|164682561|ref|NC_010247.1|	3341	3209214901	80	81
gi|164607199|ref|NC_010251.1|	7046	3209218358	80	81
gi|164682564|ref|NC_010253.1|	3343	3209225570	80	81
gi|164607205|ref|NC_010255.1|	7102	3209229033	80	81
gi|164607208|ref|NC_010256.1|	3339	3209236302	80	81
gi|167006427|ref|NC_010315.1|	1057	3209239766	80	81
gi|167832339|ref|NC_010346.1|	1749	3209240914	80	81
gi|167832341|ref|NC_010347.1|	1485	3209242762	80	81
gi|167832343|ref|NC_010348.1|	1446	3209244343	80	81
gi|169303562|ref|NC_010417.1|	2845	3209245886	80	81
gi|177807261|ref|NC_010569.1|	1362	3209248890	80	81
gi|182682784|ref|NC_010588.1|	2237	3209250359	80	81
gi|48305606|ref|NC_010624.1|	7458	3209252686	80	81
gi|187476504|ref|NC_010647.1|	2630	3209260327	80	81
gi|187476510|ref|NC_010648.1|	2593	3209263079	80	81
gi|187765475|ref|NC_010661.1|	883	3209265797	80	81
gi|188531117|ref|NC_010700.1|	3316	3209266776	80	81
gi|188531114|ref|NC_010702.1|	7141	3209270208	80	81
gi|188531120|ref|NC_010703.1|	7132	3209277523	80	81
gi|188572144|ref|NC_010705.1|	2315	3209284838	80	81
gi|188572146|ref|NC_010706.1|	2252	3209287265	80	81
gi|188543069|ref|NC_010707.1|	6581	3209289626	80	81
gi|188543102|ref|NC_010708.1|	3621	3209296370	80	81
gi|188543136|ref|NC_010709.1|	6064	3209300112	80	81
gi|188543165|ref|NC_010710.1|	4020	3209306327	80	81
gi|189026268|ref|NC_010757.1|	3410	3209310471	80	81
gi|189026274|ref|NC_010758.1|	3474	3209313997	80	81
gi|189313868|ref|NC_010800.1|	27657	3209317582	80	81
gi|189475229|ref|NC_010818.1|	2737	3209345703	80	81
gi|190336474|ref|NC_010952.1|	2605	3209348596	80	81
gi|190340974|ref|NC_010956.1|	35083	3209351301	80	81
gi|197944766|ref|NC_011202.1|	34794	3209386891	80	81
gi|197944726|ref|NC_011203.1|	35343	3209422188	80	81
gi|212928341|ref|NC_011583.1|	2797	3209458067	80	81
gi|212928348|ref|NC_011584.1|	2776	3209460993	80	81
gi|215481430|ref|NC_011620.1|	6435	3209463867	80	81
gi|30018261|ref|NC_004728.1|	335	3209470453	80	81
gi|40804727|ref|NC_005320.1|	2738	3209470879	80	81
gi|216967209|ref|NC_011639.1|	13196	3209473715	80	81
gi|50428958|ref|NC_006062.1|	8035	3209487148	80	81
gi|18875309|ref|NC_003410.1|	1952	3209495349	80	81
gi|148734472|ref|NC_009540.1|	49902	3209497399	80	81
gi|45686008|ref|NC_005832.1|	106332	3209547997	80	81
gi|149882781|ref|NC_009603.1|	46365	3209655733	80	81
gi|9629925|ref|NC_001871.1|	10479	3209702743	80	81
gi|216906055|ref|NC_011646.1|	34952	3209713446	80	81
gi|217337293|ref|NC_011659.1|	6633	3209748905	80	81
gi|189043050|ref|NC_010746.1|	2269	3209755696	80	81
gi|189043070|ref|NC_010747.1|	2056	3209758069	80	81
gi|189043076|ref|NC_010748.1|	2023	3209760226	80	81
gi|189043046|ref|NC_010749.1|	1539	3209762350	80	81
gi|189043048|ref|NC_010750.1|	1536	3209763984	80	81
gi|189043052|ref|NC_010751.1|	1072	3209765615	80	81
gi|189043072|ref|NC_010752.1|	975	3209766777	80	81
gi|189043074|ref|NC_010753.1|	732	3209767841	80	81
gi|218202718|ref|NC_011702.1|	13696	3209768670	80	81
gi|218148631|ref|NC_011704.1|	7422	3209782624	80	81
gi|218148634|ref|NC_011705.1|	1609	3209790230	80	81
gi|218148636|ref|NC_011706.1|	1581	3209791951	80	81
gi|86355520|ref|NC_007767.1|	132959	3209793637	80	81
gi|18450251|ref|NC_003375.1|	8660	3209928320	80	81
gi|18450244|ref|NC_003376.1|	8405	3209937151	80	81
gi|219552908|ref|NC_011800.1|	8791	3209945739	80	81
gi|219552920|ref|NC_011804.1|	2740	3209954731	80	81
gi|219552941|ref|NC_011807.1|	2307	3209957578	80	81
gi|212681378|ref|NC_011549.1|	26396	3209959991	80	81
gi|212681388|ref|NC_011550.1|	26552	3209986794	80	81
gi|219563197|ref|NC_011801.1|	38934	3210013751	80	81
gi|197914881|ref|NC_011187.1|	3983	3210053249	80	81
gi|22854993|ref|NC_004167.1|	39325	3210057351	80	81
gi|23505445|ref|NC_004313.1|	40149	3210097238	80	81
gi|53869480|ref|NC_005345.2|	49220	3210137959	80	81
gi|62362363|ref|NC_006953.1|	37966	3210187867	80	81
gi|115315572|ref|NC_008370.1|	30510	3210226378	80	81
gi|115315628|ref|NC_008371.1|	27453	3210257341	80	81
gi|168495103|ref|NC_010355.1|	62337	3210285208	80	81
gi|212681398|ref|NC_011552.1|	7988	3210348392	80	81
gi|23334611|ref|NC_004287.1|	5078	3210356552	80	81
gi|29243881|ref|NC_004641.1|	2760	3210361771	80	81
gi|220903269|ref|NC_007485.2|	1346	3210364669	80	81
gi|157939776|ref|NC_009893.1|	1356	3210366152	80	81
gi|221186001|ref|NC_011919.1|	2751	3210367627	80	81
gi|45004654|ref|NC_005778.1|	9711	3210370487	80	81
gi|221048141|ref|NC_011918.1|	9792	3210380395	80	81
gi|221048143|ref|NC_011920.1|	8222	3210390392	80	81
gi|57661615|ref|NC_006630.1|	647	3210398802	80	81
gi|80978942|ref|NC_007537.1|	2299	3210399553	80	81
gi|81355155|ref|NC_007538.1|	2279	3210401976	80	81
gi|90093251|ref|NC_007913.1|	9544	3210404351	80	81
gi|164597960|ref|NC_010246.1|	5193	3210414090	80	81
gi|166197717|ref|NC_010295.1|	5816	3210419411	80	81
gi|166851945|ref|NC_010308.1|	396	3210425365	80	81
gi|9635165|ref|NC_002321.1|	41401	3210425840	80	81
gi|17426228|ref|NC_003288.1|	43081	3210467834	80	81
gi|198449262|ref|NC_011216.1|	37635	3210511526	80	81
gi|58177831|ref|NC_003975.2|	5956	3210549715	80	81
gi|113200750|ref|NC_008306.1|	8918	3210555830	80	81
gi|113200752|ref|NC_008307.1|	4815	3210564944	80	81
gi|222435670|ref|NC_012027.1|	69378	3210569895	80	81
gi|222822598|ref|NC_012041.1|	2757	3210640233	80	81
gi|55770807|ref|NC_006432.1|	18875	3210643089	80	81
gi|222509601|ref|NC_012038.1|	8542	3210662278	80	81
gi|209552419|ref|NC_011373.1|	46872	3210670999	80	81
gi|118430707|ref|NC_008580.1|	8380	3210718522	80	81
gi|9790355|ref|NC_001557.1|	1239	3210727086	80	81
gi|224504350|ref|NC_012127.1|	274	3210728412	80	81
gi|224581828|ref|NC_012118.1|	2764	3210728801	80	81
gi|224581835|ref|NC_012120.1|	2725	3210731695	80	81
gi|190336519|ref|NC_010839.1|	2725	3210734535	80	81
gi|190336522|ref|NC_010840.1|	2756	3210737375	80	81
gi|224808883|ref|NC_012205.1|	2794	3210740254	80	81
gi|224808890|ref|NC_012206.1|	2784	3210743177	80	81
gi|224808897|ref|NC_012134.1|	3350	3210746081	80	81
gi|224808902|ref|NC_012136.1|	2214	3210749558	80	81
gi|224808899|ref|NC_012135.1|	2935	3210751883	80	81
gi|197322510|ref|NC_011181.1|	2660	3210754945	80	81
gi|197322515|ref|NC_011182.1|	2653	3210757729	80	81
gi|27228471|ref|NC_004453.1|	33501	3210760485	80	81
gi|46852402|ref|NC_005869.1|	34094	3210794473	80	81
gi|52801677|ref|NC_006324.1|	34185	3210829061	80	81
gi|29789895|ref|NC_003291.2|	37618	3210863739	80	81
gi|154759349|ref|NC_009731.1|	1346	3210901921	80	81
gi|15320570|ref|NC_003085.1|	49534	3210903352	80	81
gi|30043925|ref|NC_004740.1|	44082	3210953585	80	81
gi|209363552|ref|NC_011344.1|	47342	3210998299	80	81
gi|11497495|ref|NC_001351.1|	302	3211046297	80	81
gi|17223092|ref|NC_003264.1|	292	3211046673	80	81
gi|225626377|ref|NC_012419.1|	21115	3211047043	80	81
gi|225676452|ref|NC_012437.1|	7722	3211068492	80	81
gi|225847629|ref|NC_012481.1|	2597	3211076404	80	81
gi|225847634|ref|NC_012482.1|	2542	3211079127	80	81
gi|225908238|ref|NC_012484.1|	6506	3211081773	80	81
gi|226309581|ref|NC_012519.1|	7781	3211088441	80	81
gi|9626719|ref|NC_001486.1|	3027	3211096390	80	81
gi|226377833|ref|NC_012532.1|	10794	3211099514	80	81
gi|226377835|ref|NC_012533.1|	10723	3211110506	80	81
gi|226377837|ref|NC_012534.1|	10941	3211121425	80	81
gi|226423321|ref|NC_012535.1|	4475	3211132595	80	81
gi|226423323|ref|NC_012536.1|	3522	3211137218	80	81
gi|226423325|ref|NC_012537.1|	3180	3211140877	80	81
gi|226423327|ref|NC_012538.1|	2559	3211144189	80	81
gi|226423329|ref|NC_012539.1|	2521	3211146872	80	81
gi|226423331|ref|NC_012540.1|	1665	3211149517	80	81
gi|226423333|ref|NC_012541.1|	1702	3211151295	80	81
gi|226423335|ref|NC_012542.1|	1434	3211153111	80	81
gi|226423337|ref|NC_012543.1|	1187	3211154655	80	81
gi|226423339|ref|NC_012544.1|	1205	3211155950	80	81
gi|226423341|ref|NC_012545.1|	1234	3211157264	80	81
gi|226423344|ref|NC_012546.1|	1040	3211158607	80	81
gi|66391753|ref|NC_007014.1|	2635	3211159727	80	81
gi|158120308|ref|NC_009903.1|	1354	3211162494	80	81
gi|166162027|ref|NC_010293.1|	2551	3211163952	80	81
gi|166851938|ref|NC_010305.1|	8412	3211166617	80	81
gi|190643450|ref|NC_010985.1|	2149	3211175225	80	81
gi|190643457|ref|NC_010986.1|	1886	3211177491	80	81
gi|194268060|ref|NC_011050.1|	8305	3211179476	80	81
gi|194351529|ref|NC_011063.1|	3100	3211187970	80	81
gi|194351532|ref|NC_011064.1|	1433	3211191194	80	81
gi|226597568|ref|NC_012557.1|	1389	3211192730	80	81
gi|226596529|ref|NC_012558.1|	7048	3211194216	80	81
gi|159192286|ref|NC_001421.2|	14927	3211201427	80	81
gi|38229112|ref|NC_005178.1|	37611	3211216612	80	81
gi|9632466|ref|NC_000924.1|	61670	3211254766	80	81
gi|9629524|ref|NC_001825.1|	19343	3211317278	80	81
gi|119952179|ref|NC_008720.1|	70153	3211336935	80	81
gi|17570786|ref|NC_003298.1|	38208	3211408036	80	81
gi|22855148|ref|NC_004165.1|	18630	3211446789	80	81
gi|9625355|ref|NC_001330.1|	6087	3211465726	80	81
gi|9629143|ref|NC_001741.1|	4877	3211471957	80	81
gi|56718463|ref|NC_003287.2|	6407	3211476967	80	81
gi|9625366|ref|NC_001331.1|	7349	3211483523	80	81
gi|20330564|ref|NC_003715.1|	6374	3211491047	80	81
gi|9627904|ref|NC_001628.1|	3588	3211497569	80	81
gi|113195172|ref|NC_008294.1|	3573	3211501273	80	81
gi|12248100|ref|NC_002649.1|	21129	3211504958	80	81
gi|45597386|ref|NC_005822.1|	32172	3211526424	80	81
gi|14251125|ref|NC_002796.1|	40003	3211559070	80	81
gi|13786531|ref|NC_002747.1|	37667	3211599647	80	81
gi|197322500|ref|NC_009811.2|	137619	3211637853	80	81
gi|23455719|ref|NC_004302.1|	33350	3211777262	80	81
gi|66391255|ref|NC_007021.1|	130706	3211811103	80	81
gi|19548987|ref|NC_003444.1|	37074	3211943515	80	81
gi|9633550|ref|NC_000935.1|	36524	3211981140	80	81
gi|23455823|ref|NC_004306.1|	6340	3212018185	80	81
gi|17975105|ref|NC_003313.1|	33106	3212024670	80	81
gi|38707640|ref|NC_005282.1|	86155	3212058267	80	81
gi|21716072|ref|NC_004066.1|	36798	3212145569	80	81
gi|17736952|ref|NC_003299.1|	7051	3212182909	80	81
gi|194302947|ref|NC_011054.1|	58037	3212190124	80	81
gi|51236723|ref|NC_002371.2|	41724	3212248965	80	81
gi|9635467|ref|NC_002362.1|	8784	3212291277	80	81
gi|9635478|ref|NC_002363.1|	6891	3212300238	80	81
gi|49248521|ref|NC_005948.1|	7965	3212307281	80	81
gi|49248530|ref|NC_005949.1|	7965	3212315411	80	81
gi|22855198|ref|NC_004171.1|	4213	3212323560	80	81
gi|18640469|ref|NC_003390.1|	47872	3212327897	80	81
gi|13095805|ref|NC_002668.1|	36949	3212376443	80	81
gi|28173057|ref|NC_002700.2|	4268	3212413927	80	81
gi|22855209|ref|NC_004173.1|	6751	3212418333	80	81
gi|22855221|ref|NC_004175.1|	4100	3212425253	80	81
gi|17975161|ref|NC_003309.1|	53373	3212429479	80	81
gi|20065797|ref|NC_003525.1|	61765	3212483591	80	81
gi|26114633|ref|NC_003327.2|	6882	3212546193	80	81
gi|108861984|ref|NC_008152.1|	44385	3212553236	80	81
gi|41179361|ref|NC_005357.1|	42493	3212598246	80	81
gi|169936017|ref|NC_010463.1|	33693	3212641347	80	81
gi|31880044|ref|NC_004831.2|	43769	3212675534	80	81
gi|31044225|ref|NC_004813.1|	57930	3212719927	80	81
gi|29565721|ref|NC_004678.1|	16784	3212778657	80	81
gi|29565743|ref|NC_004679.1|	18227	3212795726	80	81
gi|33300811|ref|NC_005045.1|	42519	3212814253	80	81
gi|29565879|ref|NC_004681.1|	75931	3212857376	80	81
gi|29566737|ref|NC_004688.1|	110865	3212934330	80	81
gi|47835019|ref|NC_004333.2|	48247	3213046655	80	81
gi|30387379|ref|NC_004775.1|	39671	3213095584	80	81
gi|46358648|ref|NC_005841.1|	41391	3213135825	80	81
gi|31072008|ref|NC_004814.1|	16687	3213177804	80	81
gi|32128412|ref|NC_004902.1|	44373	3213194770	80	81
gi|62327085|ref|NC_006936.1|	36674	3213239773	80	81
gi|38640276|ref|NC_005258.1|	14935	3213276975	80	81
gi|222824550|ref|NC_012042.1|	5196	3213292163	80	81
gi|47777280|ref|NC_005263.2|	48177	3213297496	80	81
gi|42495057|ref|NC_005361.1|	17385	3213346352	80	81
gi|46402086|ref|NC_005857.1|	51601	3213364026	80	81
gi|157786475|ref|NC_009878.1|	52250	3213416351	80	81
gi|47842848|ref|NC_005342.2|	48024	3213469328	80	81
gi|226938554|ref|NC_012564.1|	5242	3213518019	80	81
gi|48696910|ref|NC_005882.1|	36748	3213523400	80	81
gi|48697190|ref|NC_005887.1|	42415	3213560682	80	81
gi|48697258|ref|NC_005893.1|	39166	3213603702	80	81
gi|72257064|ref|NC_005886.2|	47399	3213643432	80	81
gi|66394949|ref|NC_007066.1|	138715	3213691495	80	81
gi|52221121|ref|NC_006294.1|	7107	3213832013	80	81
gi|62327519|ref|NC_006945.1|	14844	3213839278	80	81
gi|66395187|ref|NC_007046.1|	18199	3213854379	80	81
gi|84662593|ref|NC_007709.1|	43785	3213872875	80	81
gi|176120924|ref|NC_001417.2|	3569	3213917281	80	81
gi|9626425|ref|NC_001426.1|	3466	3213920965	80	81
gi|23455713|ref|NC_004301.1|	4276	3213924546	80	81
gi|151266287|ref|NC_009643.1|	17171	3213928947	80	81
gi|109302896|ref|NC_008193.1|	30505	3213946404	80	81
gi|77118167|ref|NC_007456.1|	39704	3213977363	80	81
gi|83571714|ref|NC_007637.1|	45251	3214017636	80	81
gi|30089861|ref|NC_004746.1|	36596	3214063523	80	81
gi|85701379|ref|NC_007734.1|	40867	3214100645	80	81
gi|119637746|ref|NC_008694.1|	38564	3214142093	80	81
gi|89885981|ref|NC_007902.1|	52162	3214181208	80	81
gi|109302753|ref|NC_008194.1|	74483	3214234095	80	81
gi|109392186|ref|NC_008196.1|	56852	3214309583	80	81
gi|109522776|ref|NC_008198.1|	64494	3214367219	80	81
gi|109522567|ref|NC_008200.1|	64787	3214432593	80	81
gi|109522084|ref|NC_008205.1|	56692	3214498262	80	81
gi|9626372|ref|NC_001422.1|	5386	3214555738	80	81
gi|176120944|ref|NC_001420.2|	5577	3214561264	80	81
gi|116221992|ref|NC_008464.1|	60238	3214566984	80	81
gi|118430711|ref|NC_008575.1|	6662	3214628044	80	81
gi|158345023|ref|NC_009935.1|	43200	3214634862	80	81
gi|157311004|ref|NC_009817.1|	79232	3214678673	80	81
gi|119953625|ref|NC_008717.1|	36415	3214758967	80	81
gi|157834972|ref|NC_009818.1|	36409	3214795909	80	81
gi|194172859|ref|NC_011041.1|	137947	3214832844	80	81
gi|157311135|ref|NC_009819.1|	40539	3214972587	80	81
gi|125999960|ref|NC_009014.1|	45445	3215013712	80	81
gi|148724443|ref|NC_009531.1|	46214	3215059790	80	81
gi|157311189|ref|NC_009820.1|	58692	3215106657	80	81
gi|149882900|ref|NC_009604.1|	47382	3215166158	80	81
gi|157265294|ref|NC_009803.1|	84201	3215214202	80	81
gi|157265412|ref|NC_009804.1|	83319	3215299525	80	81
gi|148727181|ref|NC_009543.1|	44520	3215383959	80	81
gi|157738587|ref|NC_009875.1|	17938	3215429111	80	81
gi|195546641|ref|NC_011105.1|	42954	3215447344	80	81
gi|89888652|ref|NC_007821.1|	6068	3215490908	80	81
gi|89888094|ref|NC_007856.1|	5486	3215497125	80	81
gi|165970234|ref|NC_010275.1|	33134	3215502747	80	81
gi|195546701|ref|NC_011107.1|	42961	3215536366	80	81
gi|167832345|ref|NC_010342.1|	39245	3215579938	80	81
gi|168983473|ref|NC_010363.1|	18762	3215619750	80	81
gi|89888607|ref|NC_007817.1|	5486	3215638834	80	81
gi|189043152|ref|NC_010763.1|	64511	3215644465	80	81
gi|189427193|ref|NC_010807.1|	38815	3215709858	80	81
gi|194100252|ref|NC_011040.1|	39816	3215749233	80	81
gi|194100305|ref|NC_011042.1|	39252	3215789623	80	81
gi|194100359|ref|NC_011045.1|	38841	3215829439	80	81
gi|192824086|ref|NC_011021.1|	51478	3215868842	80	81
gi|194303053|ref|NC_011056.1|	75811	3215921039	80	81
gi|194303296|ref|NC_011055.1|	76312	3215997872	80	81
gi|62362154|ref|NC_006946.1|	7494	3216075226	80	81
gi|40807285|ref|NC_001978.2|	41491	3216082887	80	81
gi|9626938|ref|NC_001497.1|	8024	3216124968	80	81
gi|9627507|ref|NC_001609.1|	11624	3216133163	80	81
gi|9628600|ref|NC_001697.1|	32355	3216145001	80	81
gi|111146921|ref|NC_004166.2|	44010	3216177829	80	81
gi|9626078|ref|NC_001358.1|	5176	3216222450	80	81
gi|9626669|ref|NC_001467.1|	2779	3216227774	80	81
gi|9626670|ref|NC_001468.1|	2724	3216230671	80	81
gi|9626986|ref|NC_001507.1|	2588	3216233511	80	81
gi|9626988|ref|NC_001508.1|	2508	3216236213	80	81
gi|9626213|ref|NC_001412.1|	2994	3216238841	80	81
gi|9626133|ref|NC_001396.1|	7308	3216241942	80	81
gi|9629246|ref|NC_001786.1|	11488	3216249408	80	81
gi|9626535|ref|NC_001451.1|	27608	3216261120	80	81
gi|9629812|ref|NC_001846.1|	31357	3216289154	80	81
gi|19525721|ref|NC_003443.1|	15646	3216320978	80	81
gi|10937870|ref|NC_001796.2|	15462	3216336895	80	81
gi|9626103|ref|NC_001364.1|	13246	3216352616	80	81
gi|9627001|ref|NC_001511.1|	9256	3216366091	80	81
gi|9628880|ref|NC_001722.1|	10359	3216375540	80	81
gi|9627204|ref|NC_001549.1|	9623	3216386105	80	81
gi|9626962|ref|NC_001502.1|	5833	3216395924	80	81
gi|9626955|ref|NC_001500.1|	6296	3216401903	80	81
gi|9626984|ref|NC_001506.1|	3811	3216408350	80	81
gi|30146774|ref|NC_004750.1|	5677	3216412288	80	81
gi|9629178|ref|NC_001753.1|	7015	3216418109	80	81
gi|9626125|ref|NC_001367.1|	6395	3216425279	80	81
gi|20087032|ref|NC_003544.1|	3732	3216431836	80	81
gi|20087033|ref|NC_003545.1|	5957	3216435697	80	81
gi|20564162|ref|NC_003838.1|	3074	3216441805	80	81
gi|9633000|ref|NC_000896.1|	43785	3216444994	80	81
gi|13277517|ref|NC_001653.2|	1682	3216489396	80	81
gi|9626429|ref|NC_001427.1|	2319	3216491167	80	81
gi|20087046|ref|NC_003535.1|	4029	3216493582	80	81
gi|9630386|ref|NC_001900.1|	49136	3216497732	80	81
gi|19919909|ref|NC_003515.1|	4609	3216547570	80	81
gi|19919919|ref|NC_003499.1|	8512	3216552307	80	81
gi|30018258|ref|NC_004729.1|	5841	3216561007	80	81
gi|9632333|ref|NC_001983.1|	2723	3216567005	80	81
gi|9632332|ref|NC_001984.1|	2675	3216569846	80	81
gi|29742044|ref|NC_004713.1|	5135	3216572614	80	81
gi|9695413|ref|NC_001824.1|	102653	3216577889	80	81
gi|20376947|ref|NC_003723.1|	6043	3216681902	80	81
gi|20373119|ref|NC_003724.1|	3134	3216688097	80	81
gi|38488690|ref|NC_005228.1|	3694	3216691341	80	81
gi|23334606|ref|NC_004286.1|	6039	3216695160	80	81
gi|13242472|ref|NC_002687.1|	335593	3216701353	80	81
gi|15426259|ref|NC_003092.1|	15717	3217041219	80	81
gi|38349471|ref|NC_002618.2|	4082	3217057203	80	81
gi|9632937|ref|NC_000872.1|	40739	3217061409	80	81
gi|9635576|ref|NC_002470.1|	7003	3217102722	80	81
gi|9632893|ref|NC_000871.1|	37370	3217109885	80	81
gi|9630525|ref|NC_001902.1|	26111	3217147798	80	81
gi|9634983|ref|NC_002214.1|	39807	3217174308	80	81
gi|29165635|ref|NC_002072.2|	34815	3217214684	80	81
gi|9632287|ref|NC_001998.1|	4529	3217250005	80	81
gi|9633605|ref|NC_000936.1|	5454	3217254671	80	81
gi|9635147|ref|NC_002251.1|	13222	3217260269	80	81
gi|9635440|ref|NC_002351.1|	7025	3217273741	80	81
gi|9634948|ref|NC_002194.1|	4563	3217280921	80	81
gi|21427641|ref|NC_004015.1|	3418	3217285626	80	81
gi|9634626|ref|NC_002185.1|	35466	3217289158	80	81
gi|9845468|ref|NC_002513.1|	33034	3217325133	80	81
gi|9635677|ref|NC_002486.1|	45636	3217358658	80	81
gi|6446580|ref|NC_000942.1|	30944	3217404931	80	81
gi|163869641|ref|NC_004037.2|	29576	3217436329	80	81
gi|13487858|ref|NC_002702.1|	32621	3217466343	80	81
gi|47073736|ref|NC_002661.2|	42942	3217499447	80	81
gi|30027774|ref|NC_004735.1|	129908	3217542998	80	81
gi|13095658|ref|NC_002670.1|	14510	3217674605	80	81
gi|13095862|ref|NC_002669.1|	14957	3217689372	80	81
gi|19881389|ref|NC_003491.1|	5722	3217704589	80	81
gi|17981815|ref|NC_003315.1|	31508	3217710452	80	81
gi|33770508|ref|NC_005069.1|	46339	3217742421	80	81
gi|23334625|ref|NC_004290.1|	5234	3217789416	80	81
gi|9628835|ref|NC_001720.1|	43804	3217794780	80	81
gi|9633173|ref|NC_000899.1|	45063	3217839196	80	81
gi|52627075|ref|NC_006320.1|	4215	3217884896	80	81
gi|28867239|ref|NC_004579.1|	6610	3217889227	80	81
gi|9626131|ref|NC_001369.1|	2589	3217896008	80	81
gi|29337256|ref|NC_004657.1|	2605	3217898721	80	81
gi|29337258|ref|NC_004658.1|	2587	3217901450	80	81
gi|31543997|ref|NC_004827.1|	43033	3217904139	80	81
gi|9625519|ref|NC_001338.1|	15465	3217947775	80	81
gi|45429963|ref|NC_005808.1|	42663	3217963504	80	81
gi|45429984|ref|NC_005809.1|	42638	3218006771	80	81
gi|9627732|ref|NC_001618.1|	3166	3218050006	80	81
gi|227122414|ref|NC_012584.1|	30570	3218053280	80	81
gi|228861590|ref|NC_012639.1|	141291	3218084328	80	81
gi|9633494|ref|NC_000929.1|	36717	3218227456	80	81
gi|9626553|ref|NC_001454.1|	34214	3218264697	80	81
gi|9629189|ref|NC_001780.1|	3879	3218299406	80	81
gi|9629653|ref|NC_001835.1|	28451	3218303402	80	81
gi|9630464|ref|NC_001901.1|	46375	3218332280	80	81
gi|9630663|ref|NC_001930.1|	2576	3218379311	80	81
gi|9630666|ref|NC_001931.1|	2615	3218381996	80	81
gi|9634116|ref|NC_002164.1|	6099	3218384714	80	81
gi|9634119|ref|NC_002166.1|	40751	3218390963	80	81
gi|9634155|ref|NC_002167.1|	39732	3218432296	80	81
gi|9635449|ref|NC_002357.1|	3232	3218472601	80	81
gi|9635453|ref|NC_002358.1|	7111	3218475950	80	81
gi|9635572|ref|NC_002469.1|	6440	3218483213	80	81
gi|9635790|ref|NC_002500.1|	8018	3218489805	80	81
gi|9910036|ref|NC_002515.1|	11660	3218497990	80	81
gi|9964607|ref|NC_002519.1|	39898	3218509865	80	81
gi|10086561|ref|NC_002526.1|	14900	3218550338	80	81
gi|11072108|ref|NC_002600.1|	9709	3218565492	80	81
gi|11462417|ref|NC_002615.1|	7442	3218575405	80	81
gi|12085135|ref|NC_002643.1|	4594	3218583015	80	81
gi|13559823|ref|NC_002730.1|	38297	3218587741	80	81
gi|14329174|ref|NC_002802.1|	308	3218626598	80	81
gi|17017954|ref|NC_003219.1|	1911	3218627034	80	81
gi|17017957|ref|NC_003220.1|	5699	3218629093	80	81
gi|51527264|ref|NC_003266.2|	35994	3218634930	80	81
gi|18071213|ref|NC_003324.1|	57416	3218671446	80	81
gi|18138257|ref|NC_003349.1|	130869	3218729648	80	81
gi|19352423|ref|NC_003433.1|	11900	3218862223	80	81
gi|19549041|ref|NC_003445.1|	7036	3218874349	80	81
gi|19549043|ref|NC_003446.1|	5619	3218881550	80	81
gi|19718349|ref|NC_003460.1|	5804	3218887314	80	81
gi|19718363|ref|NC_003461.1|	15600	3218893266	80	81
gi|20087054|ref|NC_003537.1|	10038	3218909129	80	81
gi|20153349|ref|NC_003617.1|	8118	3218919379	80	81
gi|20153353|ref|NC_003618.1|	7193	3218927685	80	81
gi|20177455|ref|NC_003635.1|	10600	3218935027	80	81
gi|20177484|ref|NC_003649.1|	3383	3218945843	80	81
gi|20177486|ref|NC_003650.1|	2435	3218949352	80	81
gi|20177488|ref|NC_003651.1|	2659	3218951901	80	81
gi|20530224|ref|NC_003812.1|	1005	3218954679	80	81
gi|21218488|ref|NC_003900.1|	11824	3218955755	80	81
gi|21431571|ref|NC_004010.1|	9848	3218967789	80	81
gi|21427654|ref|NC_004016.1|	7550	3218977831	80	81
gi|21427658|ref|NC_004018.1|	1782	3218985565	80	81
gi|21427660|ref|NC_004019.1|	1586	3218987459	80	81
gi|21427662|ref|NC_004020.1|	1186	3218989154	80	81
gi|21557564|ref|NC_004051.1|	2514	3218990435	80	81
gi|22550315|ref|NC_004119.1|	10690	3218993067	80	81
gi|22550317|ref|NC_004123.1|	9407	3219003979	80	81
gi|22855204|ref|NC_004172.1|	6458	3219013585	80	81
gi|23334621|ref|NC_004288.1|	5002	3219020201	80	81
gi|23455848|ref|NC_004303.1|	43075	3219025339	80	81
gi|24371534|ref|NC_004348.1|	40679	3219069027	80	81
gi|24817630|ref|NC_004362.1|	3332	3219110299	80	81
gi|24817632|ref|NC_004363.1|	2591	3219113757	80	81
gi|29243846|ref|NC_004637.1|	2668	3219116446	80	81
gi|29366701|ref|NC_004665.1|	37359	3219119218	80	81
gi|29502195|ref|NC_004675.1|	2766	3219157116	80	81
gi|29565766|ref|NC_004680.1|	59471	3219159989	80	81
gi|29566193|ref|NC_004684.1|	67480	3219220280	80	81
gi|29566284|ref|NC_004685.1|	69777	3219288679	80	81
gi|29566407|ref|NC_004686.1|	56276	3219359402	80	81
gi|29566975|ref|NC_004689.1|	70797	3219416458	80	81
gi|30039743|ref|NC_004736.1|	7542	3219488207	80	81
gi|57977268|ref|NC_004778.3|	129593	3219495921	80	81
gi|32140173|ref|NC_004904.1|	1342	3219627219	80	81
gi|32469420|ref|NC_004996.1|	34692	3219628649	80	81
gi|37651479|ref|NC_005136.1|	9346	3219663848	80	81
gi|38638403|ref|NC_005259.1|	68999	3219673382	80	81
gi|38639801|ref|NC_005265.1|	14796	3219743310	80	81
gi|41057278|ref|NC_005344.1|	39043	3219758363	80	81
gi|41179287|ref|NC_005354.1|	38384	3219797971	80	81
gi|41179217|ref|NC_005355.1|	40190	3219836911	80	81
gi|41189515|ref|NC_005356.1|	41708	3219877675	80	81
gi|45686283|ref|NC_005833.1|	48836	3219919976	80	81
gi|47177085|ref|NC_005874.1|	1354	3219969513	80	81
gi|48696391|ref|NC_005880.1|	127395	3219970954	80	81
gi|48843719|ref|NC_005902.1|	186250	3220100032	80	81
gi|48843530|ref|NC_005903.1|	9540	3220288681	80	81
gi|48843532|ref|NC_005904.1|	9463	3220298409	80	81
gi|55733720|ref|NC_006444.1|	1781	3220308080	80	81
gi|55733722|ref|NC_006445.1|	1586	3220309973	80	81
gi|55733724|ref|NC_006446.1|	1186	3220311668	80	81
gi|56692908|ref|NC_006552.1|	65195	3220312939	80	81
gi|62362213|ref|NC_006949.1|	46900	3220379022	80	81
gi|62327464|ref|NC_006957.1|	1209	3220426587	80	81
gi|65372047|ref|NC_007002.1|	7263	3220427882	80	81
gi|74229684|ref|NC_007383.1|	134394	3220435304	80	81
gi|89152530|ref|NC_007805.1|	39199	3220571447	80	81
gi|89152531|ref|NC_007806.1|	42999	3220611204	80	81
gi|89152532|ref|NC_007807.1|	43365	3220654811	80	81
gi|89152533|ref|NC_007808.1|	49639	3220698789	80	81
gi|89155211|ref|NC_007809.1|	59446	3220749117	80	81
gi|89158250|ref|NC_007810.1|	66015	3220809375	80	81
gi|158079296|ref|NC_009904.1|	142072	3220876292	80	81
gi|169259704|ref|NC_010411.1|	7378	3221020211	80	81
gi|188543025|ref|NC_010711.1|	3674	3221027764	80	81
gi|188543030|ref|NC_010712.1|	2305	3221031566	80	81
gi|42794082|ref|NC_005636.1|	2677	3221033983	80	81
gi|46393304|ref|NC_005850.1|	2560	3221036777	80	81
gi|46393310|ref|NC_005851.1|	2525	3221039452	80	81
gi|46393313|ref|NC_005852.1|	2575	3221042099	80	81
gi|46393319|ref|NC_005853.1|	2543	3221044797	80	81
gi|48843534|ref|NC_005905.1|	86462	3221047443	80	81
gi|50261346|ref|NC_005985.1|	3904	3221135074	80	81
gi|229604969|ref|NC_012663.1|	60074	3221139098	80	81
gi|229904919|ref|NC_012671.1|	10865	3221199988	80	81
gi|233800859|ref|NC_012666.1|	1337	3221211082	80	81
gi|237642069|ref|NC_012685.1|	5759	3221212509	80	81
gi|228861209|ref|NC_012637.1|	105890	3221218419	80	81
gi|237781155|ref|NC_012702.1|	11752	3221325694	80	81
gi|237781162|ref|NC_012703.1|	11631	3221337657	80	81
gi|28876145|ref|NC_004584.1|	39538	3221349510	80	81
gi|28876202|ref|NC_004585.1|	41072	3221389619	80	81
gi|28876316|ref|NC_004587.1|	41796	3221431281	80	81
gi|28876381|ref|NC_004588.1|	38206	3221473676	80	81
gi|28876437|ref|NC_004589.1|	40014	3221512436	80	81
gi|31415740|ref|NC_004820.1|	61395	3221553025	80	81
gi|31415816|ref|NC_004821.1|	38472	3221615262	80	81
gi|47566140|ref|NC_008355.1|	4554	3221654280	80	81
gi|209972829|ref|NC_011421.1|	132562	3221658959	80	81
gi|9629160|ref|NC_001747.1|	5987	3221793247	80	81
gi|239828756|ref|NC_012798.1|	6580	3221799376	80	81
gi|239828780|ref|NC_012800.1|	7632	3221806106	80	81
gi|239830818|ref|NC_012801.1|	7205	3221813901	80	81
gi|239830831|ref|NC_012802.1|	7215	3221821264	80	81
gi|22129792|ref|NC_004102.1|	9646	3221828646	80	81
gi|9626665|ref|NC_001466.1|	2750	3221838488	80	81
gi|9626701|ref|NC_001482.1|	9474	3221841349	80	81
gi|81022919|ref|NC_007543.1|	1350	3221851013	80	81
gi|80984706|ref|NC_007546.1|	2736	3221852451	80	81
gi|166159177|ref|NC_008604.2|	10837	3221855287	80	81
gi|254729452|ref|NC_013017.1|	2386	3221866340	80	81
gi|254729459|ref|NC_013019.1|	2774	3221868842	80	81
gi|21426900|ref|NC_004005.1|	2781	3221871728	80	81
gi|22128594|ref|NC_004096.1|	2595	3221874626	80	81
gi|32493264|ref|NC_005031.1|	2752	3221877329	80	81
gi|255612555|ref|NC_006937.2|	6621	3221880203	80	81
gi|113195403|ref|NC_008293.1|	135454	3221886997	80	81
gi|124300942|ref|NC_008376.2|	34683	3222024217	80	81
gi|255614072|ref|NC_009026.2|	10815	3222059399	80	81
gi|255961478|ref|NC_013094.1|	1003	3222070435	80	81
gi|255961480|ref|NC_013095.1|	992	3222071536	80	81
gi|255961482|ref|NC_013096.1|	994	3222072626	80	81
gi|255961484|ref|NC_013097.1|	980	3222073718	80	81
gi|255961486|ref|NC_013098.1|	981	3222074796	80	81
gi|255961488|ref|NC_013099.1|	986	3222075876	80	81
gi|255961490|ref|NC_013100.1|	984	3222076961	80	81
gi|255961492|ref|NC_013101.1|	987	3222078044	80	81
gi|255987648|ref|NC_013109.1|	2390	3222079137	80	81
gi|255987650|ref|NC_013110.1|	2344	3222081650	80	81
gi|256535775|ref|NC_013135.1|	12390	3222084113	80	81
gi|224923880|ref|NC_012210.1|	8604	3222096735	80	81
gi|224923893|ref|NC_012212.1|	9467	3222105547	80	81
gi|226377830|ref|NC_012531.1|	10411	3222115208	80	81
gi|219504472|ref|NC_011809.1|	2916	3222125822	80	81
gi|219552915|ref|NC_011803.1|	6449	3222128848	80	81
gi|219504396|ref|NC_011808.1|	3431	3222135450	80	81
gi|56158826|ref|AC_000001.1|	33034	3222138990	80	81
gi|56158801|ref|AC_000002.1|	34446	3222172504	80	81
gi|56158879|ref|AC_000004.1|	33213	3222207446	80	81
gi|56160436|ref|AC_000005.1|	34125	3222241124	80	81
gi|56160566|ref|AC_000009.1|	32621	3222275744	80	81
gi|56160673|ref|AC_000012.1|	30944	3222308840	80	81
gi|56160703|ref|AC_000013.1|	45063	3222340236	80	81
gi|56160738|ref|AC_000014.1|	43804	3222385928	80	81
gi|23455771|ref|NC_004305.1|	42259	3222430354	80	81
gi|227811306|ref|NC_004462.2|	19604	3222473209	80	81
gi|226823166|ref|NC_012561.1|	11526	3222493125	80	81
gi|255357299|ref|NC_013060.1|	6586	3222504859	80	81
gi|261041169|ref|NC_013266.1|	3249	3222511611	80	81
gi|261041428|ref|NC_013267.1|	2862	3222514984	80	81
gi|261041621|ref|NC_013268.1|	2424	3222517965	80	81
gi|259120449|ref|NC_013261.1|	9502	3222520494	80	81
gi|32453808|ref|NC_004324.3|	8253	3222530196	80	81
gi|85718592|ref|NC_007733.1|	3964	3222538629	80	81
gi|113195533|ref|NC_008292.1|	8386	3222542720	80	81
gi|163932203|ref|NC_010178.1|	13071	3222551302	80	81
gi|16507269|ref|NC_003200.1|	1351	3222564627	80	81
gi|262396906|ref|NC_013459.1|	1433	3222566088	80	81
gi|262396903|ref|NC_013458.1|	3101	3222567632	80	81
gi|115298502|ref|NC_008361.1|	156922	3222570855	80	81
gi|216905810|ref|NC_011643.1|	4009	3222729822	80	81
gi|9626953|ref|NC_001499.1|	5894	3222733958	80	81
gi|267857692|ref|NC_005895.2|	8066	3222740019	80	81
gi|268529021|ref|NC_005209.2|	8006	3222748266	80	81
gi|268529022|ref|NC_005210.2|	7903	3222756453	80	81
gi|211998869|ref|NC_011525.1|	7890	3222764523	80	81
gi|197322349|ref|NC_011183.1|	154641	3222772585	80	81
gi|190643480|ref|NC_010984.1|	3567	3222929257	80	81
gi|190643486|ref|NC_010989.1|	2794	3222932967	80	81
gi|190643491|ref|NC_010990.1|	2576	3222935894	80	81
gi|190643496|ref|NC_010991.1|	1420	3222938600	80	81
gi|197914886|ref|NC_011188.1|	2959	3222940125	80	81
gi|19881405|ref|NC_003494.1|	111362	3222943212	80	81
gi|9627007|ref|NC_001512.1|	11835	3223056033	80	81
gi|9629367|ref|NC_001803.1|	15191	3223068090	80	81
gi|9631267|ref|NC_001989.1|	15140	3223083552	80	81
gi|21557572|ref|NC_004048.1|	497	3223098974	80	81
gi|50234098|ref|NC_005974.1|	13782	3223099549	80	81
gi|51518815|ref|NC_006144.1|	34246	3223113571	80	81
gi|55831382|ref|NC_006460.1|	615	3223148331	80	81
gi|62327479|ref|NC_006942.1|	12020	3223149027	80	81
gi|85677467|ref|NC_007729.1|	4094	3223161273	80	81
gi|18138397|ref|NC_003345.1|	77670	3223165487	80	81
gi|157324960|ref|NC_009810.1|	38867	3223244196	80	81
gi|157325217|ref|NC_009812.1|	42653	3223283617	80	81
gi|157325284|ref|NC_009813.1|	48172	3223326872	80	81
gi|157325365|ref|NC_009814.1|	35822	3223375714	80	81
gi|157325422|ref|NC_009815.1|	38124	3223412052	80	81
gi|189043087|ref|NC_010762.1|	41901	3223450725	80	81
gi|207270774|ref|NC_011308.1|	35638	3223493217	80	81
gi|226377630|ref|NC_012530.1|	142111	3223529377	80	81
gi|254729462|ref|NC_013021.1|	107530	3223673329	80	81
gi|9626714|ref|NC_001484.1|	3311	3223782282	80	81
gi|9626735|ref|NC_001490.1|	7212	3223785701	80	81
gi|9626818|ref|NC_001492.1|	12734	3223793076	80	81
gi|9626914|ref|NC_001494.1|	7462	3223806044	80	81
gi|9627186|ref|NC_001539.1|	5323	3223813664	80	81
gi|9627190|ref|NC_001540.1|	5517	3223819118	80	81
gi|9790297|ref|NC_001544.1|	11657	3223824767	80	81
gi|9790313|ref|NC_001547.1|	11703	3223836630	80	81
gi|9790328|ref|NC_001554.1|	4776	3223848551	80	81
gi|9790346|ref|NC_001556.1|	6355	3223853465	80	81
gi|9627957|ref|NC_001634.1|	8174	3223859976	80	81
gi|9627980|ref|NC_001641.1|	4615	3223868340	80	81
gi|9628082|ref|NC_001652.1|	11131	3223873099	80	81
gi|9628113|ref|NC_001659.1|	170101	3223884442	80	81
gi|19909349|ref|NC_003497.1|	836	3224056751	80	81
gi|20428567|ref|NC_003745.1|	4579	3224057685	80	81
gi|21557557|ref|NC_004045.1|	2843	3224062411	80	81
gi|21556070|ref|NC_004046.1|	2728	3224065380	80	81
gi|38371710|ref|NC_005218.1|	1696	3224068204	80	81
gi|55733698|ref|NC_006447.1|	3419	3224069984	80	81
gi|56403984|ref|NC_006506.1|	1574	3224073507	80	81
gi|22256030|ref|NC_004107.1|	3323	3224075174	80	81
gi|9628278|ref|NC_001662.1|	4801	3224078613	80	81
gi|9628932|ref|NC_001731.1|	190289	3224083559	80	81
gi|9629210|ref|NC_001782.1|	1801	3224276314	80	81
gi|38371727|ref|NC_005217.1|	6562	3224278202	80	81
gi|52627079|ref|NC_006317.1|	3366	3224284906	80	81
gi|9626154|ref|NC_001403.1|	4788	3224288384	80	81
gi|9629198|ref|NC_001781.1|	15225	3224293312	80	81
gi|9629644|ref|NC_001831.1|	12002	3224308793	80	81
gi|9629900|ref|NC_001866.1|	3392	3224321021	80	81
gi|9629930|ref|NC_001873.1|	6311	3224324529	80	81
gi|9629935|ref|NC_001874.1|	10011	3224330990	80	81
gi|9630645|ref|NC_001921.1|	15690	3224341196	80	81
gi|20451015|ref|NC_003780.1|	10035	3224357156	80	81
gi|20889313|ref|NC_003871.1|	2835	3224367406	80	81
gi|9633477|ref|NC_000903.1|	11550	3224370345	80	81
gi|9633619|ref|NC_000940.1|	7320	3224382112	80	81
gi|9633630|ref|NC_000960.1|	9799	3224389596	80	81
gi|9630960|ref|NC_001963.1|	5163	3224399596	80	81
gi|9630963|ref|NC_001964.1|	5202	3224404902	80	81
gi|9635564|ref|NC_002468.1|	8432	3224410251	80	81
gi|13249663|ref|NC_002691.1|	1336	3224418856	80	81
gi|19919963|ref|NC_003507.1|	1720	3224420290	80	81
gi|19919965|ref|NC_003508.1|	1203	3224422113	80	81
gi|20260781|ref|NC_003690.1|	10943	3224423392	80	81
gi|20260793|ref|NC_003691.1|	3011	3224434551	80	81
gi|20260796|ref|NC_003692.1|	1311	3224437679	80	81
gi|20889342|ref|NC_003872.1|	1432	3224439097	80	81
gi|20889374|ref|NC_003874.1|	3157	3224440627	80	81
gi|21321708|ref|NC_003924.1|	9185	3224443895	80	81
gi|21557568|ref|NC_004050.1|	2891	3224453275	80	81
gi|55733705|ref|NC_006437.1|	3616	3224456275	80	81
gi|68532373|ref|NC_007154.1|	3820	3224460013	80	81
gi|10445391|ref|NC_002554.1|	8115	3224463966	80	81
gi|11068003|ref|NC_002593.1|	100999	3224472263	80	81
gi|11125722|ref|NC_002604.1|	6827	3224574589	80	81
gi|11545722|ref|NC_002617.1|	15186	3224581576	80	81
gi|12018227|ref|NC_002633.1|	6562	3224597034	80	81
gi|13487887|ref|NC_002701.1|	5358	3224603755	80	81
gi|14327711|ref|NC_002797.1|	1787	3224609265	80	81
gi|14329171|ref|NC_002800.1|	1585	3224611160	80	81
gi|19697298|ref|NC_003451.1|	3373	3224612850	80	81
gi|19697300|ref|NC_003452.1|	2404	3224616351	80	81
gi|19697302|ref|NC_003453.1|	2053	3224618871	80	81
gi|21426907|ref|NC_004004.1|	8134	3224621035	80	81
gi|22681027|ref|NC_004142.1|	3096	3224629338	80	81
gi|50253405|ref|NC_005997.1|	4089	3224632551	80	81
gi|14575752|ref|NC_001839.2|	7206	3224636767	80	81
gi|15320794|ref|NC_003084.1|	108252	3224644133	80	81
gi|15426406|ref|NC_003093.1|	7560	3224753815	80	81
gi|15617474|ref|NC_003102.1|	139342	3224761539	80	81
gi|15741225|ref|NC_003113.1|	9476	3224902688	80	81
gi|17158105|ref|NC_003225.1|	305107	3224912363	80	81
gi|17158068|ref|NC_003243.1|	11822	3225221357	80	81
gi|18071203|ref|NC_003323.1|	8918	3225233404	80	81
gi|20279565|ref|NC_003710.1|	1781	3225242519	80	81
gi|20279567|ref|NC_003711.1|	1611	3225244408	80	81
gi|30315794|ref|NC_004765.1|	8300	3225246126	80	81
gi|55775706|ref|NC_006439.1|	6997	3225254598	80	81
gi|68532380|ref|NC_007157.1|	2831	3225261759	80	81
gi|68532382|ref|NC_007158.1|	3623	3225264702	80	81
gi|68532384|ref|NC_007159.1|	4532	3225268447	80	81
gi|68532386|ref|NC_007160.1|	3150	3225273112	80	81
gi|98960844|ref|NC_008037.1|	2593	3225276372	80	81
gi|21450043|ref|NC_004036.1|	7857	3225279068	80	81
gi|21686665|ref|NC_004062.1|	119217	3225287108	80	81
gi|21699776|ref|NC_004064.1|	7453	3225407885	80	81
gi|22003842|ref|NC_004074.1|	15522	3225415492	80	81
gi|22256023|ref|NC_004108.1|	6980	3225431282	80	81
gi|22256025|ref|NC_004109.1|	4527	3225438423	80	81
gi|22256027|ref|NC_004110.1|	984	3225443080	80	81
gi|23577820|ref|NC_004323.1|	131526	3225444144	80	81
gi|24943167|ref|NC_004365.1|	9812	3225577391	80	81
gi|24943162|ref|NC_004366.1|	4152	3225587397	80	81
gi|30018246|ref|NC_004723.1|	4766	3225591666	80	81
gi|32563515|ref|NC_005036.1|	15192	3225596564	80	81
gi|34365538|ref|NC_005077.1|	3343	3225612019	80	81
gi|34365532|ref|NC_005078.1|	3439	3225615475	80	81
gi|78761973|ref|NC_007539.1|	3562	3225619044	80	81
gi|78762152|ref|NC_007540.1|	3200	3225622738	80	81
gi|78762360|ref|NC_007541.1|	2976	3225626065	80	81
gi|78762517|ref|NC_007542.1|	2902	3225629166	80	81
gi|94717689|ref|NC_008003.1|	15510	3225632195	80	81
gi|188572141|ref|NC_010701.1|	3533	3225647979	80	81
gi|189043026|ref|NC_010756.1|	3406	3225651636	80	81
gi|29468603|ref|NC_001906.2|	18234	3225655145	80	81
gi|27311166|ref|NC_004455.1|	9518	3225673694	80	81
gi|29366744|ref|NC_004666.1|	5685	3225683408	80	81
gi|30018252|ref|NC_004725.1|	4576	3225689244	80	81
gi|30793779|ref|NC_004807.1|	9524	3225693943	80	81
gi|32188257|ref|NC_004915.1|	8167	3225703677	80	81
gi|33620713|ref|NC_005064.1|	11375	3225712013	80	81
gi|44965093|ref|NC_005776.1|	6846	3225723604	80	81
gi|56403981|ref|NC_006504.1|	955	3225730607	80	81
gi|68532390|ref|NC_007162.1|	1819	3225731651	80	81
gi|78762702|ref|NC_007523.1|	4975	3225733572	80	81
gi|95116639|ref|NC_008019.2|	3092	3225738685	80	81
gi|48477070|ref|NC_003992.2|	8203	3225741905	80	81
gi|32698539|ref|NC_005038.1|	99657	3225750288	80	81
gi|33438708|ref|NC_005053.1|	1996	3225851261	80	81
gi|33589253|ref|NC_005062.1|	10787	3225853358	80	81
gi|33622203|ref|NC_005068.1|	110907	3225864365	80	81
gi|34365535|ref|NC_005079.1|	7196	3225976730	80	81
gi|34365526|ref|NC_005080.1|	7114	3225984085	80	81
gi|34365529|ref|NC_005081.1|	3411	3225991357	80	81
gi|34365541|ref|NC_005082.1|	7081	3225994884	80	81
gi|34610121|ref|NC_005094.1|	3202	3226002143	80	81
gi|37595815|ref|NC_005132.1|	6966	3226005450	80	81
gi|38018022|ref|NC_005147.1|	30738	3226012574	80	81
gi|38639784|ref|NC_005266.1|	7935	3226043774	80	81
gi|41057345|ref|NC_005343.1|	8741	3226051876	80	81
gi|44965100|ref|NC_005777.1|	754	3226060800	80	81
gi|46359747|ref|NC_005843.1|	2606	3226061647	80	81
gi|48696569|ref|NC_005890.1|	3051	3226064362	80	81
gi|48696024|ref|NC_005897.1|	7089	3226067523	80	81
gi|48843625|ref|NC_005906.1|	81755	3226074772	80	81
gi|50428554|ref|NC_006059.1|	6624	3226157615	80	81
gi|50428560|ref|NC_006060.1|	6653	3226164385	80	81
gi|50428566|ref|NC_006064.1|	3382	3226171200	80	81
gi|50428568|ref|NC_006065.1|	2810	3226174703	80	81
gi|50428570|ref|NC_006066.1|	1938	3226177627	80	81
gi|51949945|ref|NC_006262.1|	10035	3226179661	80	81
gi|52627076|ref|NC_006313.1|	7133	3226189891	80	81
gi|55733713|ref|NC_006431.1|	9149	3226197204	80	81
gi|56692637|ref|NC_006549.1|	140131	3226206544	80	81
gi|56692441|ref|NC_006551.1|	11066	3226348486	80	81
gi|77118348|ref|NC_007447.1|	28475	3226359750	80	81
gi|48429536|ref|NC_011450.1|	8161	3226388666	80	81
gi|48429537|ref|NC_011451.1|	8173	3226397019	80	81
gi|48429538|ref|NC_011452.1|	8170	3226405384	80	81
gi|48697148|ref|NC_005898.1|	5492	3226413742	80	81
gi|48697170|ref|NC_005899.1|	2490	3226419388	80	81
gi|50080149|ref|NC_005965.1|	5129	3226421992	80	81
gi|50355585|ref|NC_006051.1|	7651	3226427267	80	81
gi|50355586|ref|NC_006052.1|	1830	3226435095	80	81
gi|50355587|ref|NC_006053.1|	1527	3226437029	80	81
gi|50355588|ref|NC_006054.1|	1417	3226438657	80	81
gi|51949966|ref|NC_006264.1|	2587	3226440188	80	81
gi|62401661|ref|NC_006960.1|	2223	3226442889	80	81
gi|30840968|ref|NC_004810.1|	7976	3226445232	80	81
gi|51010904|ref|NC_003094.2|	130759	3226453380	80	81
gi|51980895|ref|NC_006265.1|	5723	3226585843	80	81
gi|52220885|ref|NC_006276.1|	1708	3226591719	80	81
gi|52630359|ref|NC_006314.1|	8186	3226593523	80	81
gi|52630362|ref|NC_006315.1|	1645	3226601886	80	81
gi|52630364|ref|NC_006316.1|	1447	3226603626	80	81
gi|56692396|ref|NC_006558.1|	11597	3226605151	80	81
gi|56692628|ref|NC_006566.1|	3431	3226616979	80	81
gi|56692630|ref|NC_006567.1|	2570	3226620539	80	81
gi|56699507|ref|NC_006575.1|	3427	3226623220	80	81
gi|62327380|ref|NC_006939.1|	3683	3226626761	80	81
gi|62326965|ref|NC_006941.1|	9751	3226630568	80	81
gi|66476546|ref|NC_007018.1|	5268	3226640507	80	81
gi|66391195|ref|NC_007028.1|	3611	3226645931	80	81
gi|68299603|ref|NC_007147.1|	9611	3226649659	80	81
gi|71658849|ref|NC_007219.1|	1355	3226659491	80	81
gi|71647188|ref|NC_007221.1|	1677	3226660953	80	81
gi|71647191|ref|NC_007222.1|	1500	3226662741	80	81
gi|85813347|ref|NC_007736.1|	3740	3226664333	80	81
gi|85813349|ref|NC_007737.1|	3055	3226668193	80	81
gi|85813351|ref|NC_007738.1|	2404	3226671360	80	81
gi|85813353|ref|NC_007739.1|	2062	3226673868	80	81
gi|85813355|ref|NC_007740.1|	1870	3226676029	80	81
gi|85813357|ref|NC_007741.1|	1750	3226677996	80	81
gi|85719259|ref|NC_007742.1|	1208	3226679841	80	81
gi|85719261|ref|NC_007743.1|	1147	3226681138	80	81
gi|85719263|ref|NC_007744.1|	943	3226682373	80	81
gi|85719265|ref|NC_007745.1|	903	3226683402	80	81
gi|85719267|ref|NC_007746.1|	897	3226684391	80	81
gi|85719269|ref|NC_007747.1|	760	3226685374	80	81
gi|120407020|ref|NC_008734.1|	1798	3226686228	80	81
gi|120407022|ref|NC_008735.1|	3162	3226688132	80	81
gi|56699504|ref|NC_006574.1|	7271	3226691412	80	81
gi|9628892|ref|NC_001724.1|	10688	3226698841	80	81
gi|74007769|ref|NC_003821.2|	4050	3226709731	80	81
gi|94490709|ref|NC_005977.2|	1582	3226713922	80	81
gi|62326506|ref|NC_006934.1|	8295	3226715599	80	81
gi|62326809|ref|NC_006947.1|	10653	3226724058	80	81
gi|62327433|ref|NC_006948.1|	5914	3226734905	80	81
gi|62327635|ref|NC_006950.1|	6820	3226740977	80	81
gi|66508427|ref|NC_007020.1|	11440	3226747943	80	81
gi|66391212|ref|NC_007033.1|	7823	3226759616	80	81
gi|66391234|ref|NC_007037.1|	15058	3226767627	80	81
gi|66391250|ref|NC_007040.1|	15096	3226782964	80	81
gi|66527857|ref|NC_007044.1|	34334	3226798339	80	81
gi|71658858|ref|NC_007242.1|	1779	3226833175	80	81
gi|72398362|ref|NC_007340.1|	8595	3226835053	80	81
gi|72398332|ref|NC_007341.1|	8247	3226843832	80	81
gi|77118921|ref|NC_007448.1|	16494	3226852268	80	81
gi|77124337|ref|NC_007454.1|	18954	3226869024	80	81
gi|77999988|ref|NC_007501.1|	36466	3226888288	80	81
gi|78768326|ref|NC_007559.1|	4170	3226925296	80	81
gi|82712717|ref|NC_007620.1|	15516	3226929581	80	81
gi|83722643|ref|NC_007654.1|	10305	3226945381	80	81
gi|83722647|ref|NC_007655.1|	1354	3226955913	80	81
gi|85718614|ref|NC_007732.1|	30480	3226957380	80	81
gi|113460144|ref|NC_008310.1|	6474	3226988321	80	81
gi|73918825|ref|NC_007378.1|	2341	3226994966	80	81
gi|73852946|ref|NC_007357.1|	2341	3226997433	80	81
gi|73852950|ref|NC_007359.1|	2233	3226999900	80	81
gi|73852952|ref|NC_007360.1|	1565	3227002257	80	81
gi|73921265|ref|NC_007361.1|	1458	3227003957	80	81
gi|269954638|ref|NC_013527.1|	8662	3227005505	80	81
gi|269954645|ref|NC_013528.1|	11381	3227014342	80	81
gi|255237668|ref|NC_013057.1|	3383	3227025939	80	81
gi|255237729|ref|NC_013058.1|	7207	3227029438	80	81
gi|68532392|ref|NC_007163.1|	2194	3227036814	80	81
gi|73852956|ref|NC_007363.1|	1027	3227039151	80	81
gi|73852943|ref|NC_007364.1|	865	3227040287	80	81
gi|85719271|ref|NC_007748.1|	3987	3227041250	80	81
gi|85719273|ref|NC_007749.1|	2856	3227045374	80	81
gi|85719275|ref|NC_007750.1|	2747	3227048353	80	81
gi|85719277|ref|NC_007751.1|	1996	3227051222	80	81
gi|85719279|ref|NC_007752.1|	1695	3227053330	80	81
gi|85719281|ref|NC_007753.1|	1071	3227055134	80	81
gi|85719283|ref|NC_007754.1|	1180	3227056306	80	81
gi|85719285|ref|NC_007755.1|	1784	3227057588	80	81
gi|85719287|ref|NC_007756.1|	1613	3227059482	80	81
gi|85719289|ref|NC_007757.1|	819	3227061204	80	81
gi|270358326|ref|NC_013105.1|	7040	3227062136	80	81
gi|50261322|ref|NC_005996.1|	3203	3227069349	80	81
gi|255987642|ref|NC_013106.1|	2335	3227072695	80	81
gi|255987644|ref|NC_013107.1|	1348	3227075162	80	81
gi|255987646|ref|NC_013108.1|	1559	3227076629	80	81
gi|215401108|ref|NC_011612.1|	45344	3227078292	80	81
gi|215401171|ref|NC_011614.1|	42526	3227124287	80	81
gi|281190771|ref|NC_013590.2|	135797	3227167413	80	81
gi|281372524|ref|NC_013639.1|	2808	3227305016	80	81
gi|281358863|ref|NC_013641.1|	1352	3227307978	80	81
gi|281416165|ref|NC_013651.1|	38497	3227309411	80	81
gi|119953745|ref|NC_008721.1|	36216	3227348462	80	81
gi|148641518|ref|NC_009519.1|	1734	3227385219	80	81
gi|56692979|ref|NC_006553.1|	8289	3227387040	80	81
gi|62401671|ref|NC_006961.1|	2296	3227395514	80	81
gi|110645209|ref|NC_008252.1|	84264	3227397910	80	81
gi|168480155|ref|NC_010354.1|	7556	3227483300	80	81
gi|187251953|ref|NC_010646.1|	31686	3227491028	80	81
gi|66395215|ref|NC_007047.1|	39620	3227523183	80	81
gi|110611896|ref|NC_008251.1|	6858	3227563366	80	81
gi|118197609|ref|NC_008585.1|	17481	3227570386	80	81
gi|282937675|ref|NC_013699.1|	5018	3227588168	80	81
gi|9626993|ref|NC_001510.1|	5149	3227593316	80	81
gi|56692800|ref|NC_006550.1|	9104	3227598612	80	81
gi|68304136|ref|NC_007151.1|	149622	3227607921	80	81
gi|82524281|ref|NC_007609.1|	6181	3227759484	80	81
gi|90403572|ref|NC_007920.1|	10375	3227765833	80	81
gi|109255260|ref|NC_008169.1|	8745	3227776416	80	81
gi|109255267|ref|NC_008170.1|	4986	3227785349	80	81
gi|56900714|ref|NC_006579.1|	14885	3227790475	80	81
gi|90592717|ref|NC_007921.1|	147544	3227805631	80	81
gi|148368821|ref|NC_009503.1|	124121	3227955099	80	81
gi|254728908|ref|NC_013012.1|	1321	3228080880	80	81
gi|238801614|ref|NC_012735.1|	10814	3228082284	80	81
gi|237688319|ref|NC_012698.1|	9069	3228093309	80	81
gi|240114604|ref|NC_012812.1|	12337	3228102585	80	81
gi|254667440|ref|NC_013006.1|	8517	3228115148	80	81
gi|273809728|ref|NC_013598.1|	35525	3228123848	80	81
gi|281416385|ref|NC_013645.1|	34882	3228159891	80	81
gi|237781146|ref|NC_012699.1|	6434	3228195283	80	81
gi|238890537|ref|NC_012776.1|	3189	3228201867	80	81
gi|238890540|ref|NC_012777.1|	7163	3228205165	80	81
gi|239590011|ref|NC_012788.1|	41441	3228212492	80	81
gi|254305431|ref|NC_012986.1|	7989	3228254520	80	81
gi|270358328|ref|NC_013220.1|	3220	3228262697	80	81
gi|270358330|ref|NC_013221.1|	2896	3228266047	80	81
gi|254728912|ref|NC_013014.1|	1874	3228269078	80	81
gi|254728914|ref|NC_013015.1|	1852	3228271074	80	81
gi|273810419|ref|NC_013599.1|	36674	3228273019	80	81
gi|282598938|ref|NC_013697.1|	157486	3228310221	80	81
gi|259493848|ref|NC_005896.2|	7978	3228469769	80	81
gi|262530250|ref|NC_013469.1|	9098	3228477934	80	81
gi|262530253|ref|NC_013470.1|	2383	3228487240	80	81
gi|262530255|ref|NC_013471.1|	1739	3228489747	80	81
gi|255987652|ref|NC_013111.1|	2740	3228491555	80	81
gi|255987654|ref|NC_013112.1|	1137	3228494377	80	81
gi|255987656|ref|NC_013113.1|	958	3228495576	80	81
gi|194351523|ref|NC_011065.1|	2769	3228496597	80	81
gi|194351525|ref|NC_011066.1|	1028	3228499452	80	81
gi|194351527|ref|NC_011067.1|	960	3228500544	80	81
gi|194351517|ref|NC_011068.1|	2814	3228501566	80	81
gi|194351519|ref|NC_011069.1|	1064	3228504466	80	81
gi|194351521|ref|NC_011070.1|	974	3228505594	80	81
gi|24462251|ref|NC_004359.1|	330	3228506645	80	81
gi|284504040|ref|NC_013756.1|	368454	3228507043	80	81
gi|284520907|ref|NC_013758.1|	8082	3228880192	80	81
gi|9628649|ref|NC_001701.1|	5106	3228888439	80	81
gi|190336482|ref|NC_010949.1|	2561	3228893695	80	81
gi|190336488|ref|NC_010950.1|	2569	3228896375	80	81
gi|9629641|ref|NC_001829.1|	4767	3228899050	80	81
gi|149980608|ref|NC_009605.1|	2562	3228903964	80	81
gi|149980611|ref|NC_009606.1|	2611	3228906646	80	81
gi|166162030|ref|NC_010294.1|	2604	3228909377	80	81
gi|71658845|ref|NC_007218.1|	6321	3228912092	80	81
gi|149980617|ref|NC_009607.1|	2593	3228918576	80	81
gi|268537545|ref|NC_011545.2|	6310	3228921294	80	81
gi|33235697|ref|NC_005040.1|	5499	3228927756	80	81
gi|16507262|ref|NC_003199.1|	2754	3228933414	80	81
gi|23096165|ref|NC_004192.1|	2753	3228936304	80	81
gi|56698743|ref|NC_006561.1|	1988	3228939163	80	81
gi|46359760|ref|NC_005845.1|	2739	3228941268	80	81
gi|46359766|ref|NC_005846.1|	2705	3228944134	80	81
gi|122808720|ref|NC_008793.1|	2762	3228946970	80	81
gi|112180294|ref|NC_008283.1|	2750	3228949861	80	81
gi|112180300|ref|NC_008284.1|	2726	3228952740	80	81
gi|148734560|ref|NC_009550.1|	2740	3228955595	80	81
gi|71849678|ref|NC_007290.1|	2751	3228958460	80	81
gi|146411800|ref|NC_009451.1|	2760	3228961327	80	81
gi|77125236|ref|NC_007455.1|	5299	3228964185	80	81
gi|113199737|ref|NC_008299.1|	2759	3228969641	80	81
gi|126640090|ref|NC_009088.1|	2728	3228972522	80	81
gi|85667899|ref|NC_007726.1|	2674	3228975363	80	81
gi|85667904|ref|NC_007727.1|	2626	3228978149	80	81
gi|151266257|ref|NC_009644.1|	2677	3228980894	80	81
gi|151266266|ref|NC_009645.1|	2731	3228983680	80	81
gi|151266274|ref|NC_009647.1|	2672	3228986521	80	81
gi|148734567|ref|NC_009545.1|	2761	3228989312	80	81
gi|148734574|ref|NC_009546.1|	2757	3228992194	80	81
gi|148734581|ref|NC_009547.1|	2753	3228995073	80	81
gi|148734637|ref|NC_009548.1|	2745	3228997955	80	81
gi|148734668|ref|NC_009549.1|	2751	3229000821	80	81
gi|126030105|ref|NC_009030.1|	2762	3229003693	80	81
gi|121614345|ref|NC_008727.1|	2737	3229006601	80	81
gi|122809020|ref|NC_008794.1|	2745	3229009465	80	81
gi|126031754|ref|NC_009031.1|	2742	3229012327	80	81
gi|148658998|ref|NC_009518.1|	2931	3229015175	80	81
gi|164564312|ref|NC_010238.1|	2756	3229018226	80	81
gi|189426769|ref|NC_010812.1|	2756	3229021134	80	81
gi|190336512|ref|NC_010947.1|	2755	3229024005	80	81
gi|160688402|ref|NC_009987.1|	7870	3229026882	80	81
gi|166867487|ref|NC_010307.1|	2725	3229034930	80	81
gi|169803207|ref|NC_010435.1|	2740	3229037768	80	81
gi|219552927|ref|NC_011805.1|	2737	3229040638	80	81
gi|189303447|ref|NC_010797.1|	2736	3229043480	80	81
gi|209901313|ref|NC_011399.1|	8929	3229046320	80	81
gi|190336530|ref|NC_010837.1|	2666	3229055445	80	81
gi|190336536|ref|NC_010838.1|	2634	3229058229	80	81
gi|190336539|ref|NC_010835.1|	2560	3229060977	80	81
gi|190336545|ref|NC_010836.1|	2498	3229063650	80	81
gi|190336548|ref|NC_010833.1|	2708	3229066259	80	81
gi|190336554|ref|NC_010834.1|	2663	3229069080	80	81
gi|196049395|ref|NC_011135.1|	2767	3229071855	80	81
gi|209363613|ref|NC_011346.1|	2776	3229074750	80	81
gi|209363620|ref|NC_011347.1|	2739	3229077654	80	81
gi|223951472|ref|NC_012094.1|	1898	3229080500	80	81
gi|215480035|ref|NC_011619.1|	4800	3229082489	80	81
gi|215480028|ref|NC_011618.1|	4746	3229087416	80	81
gi|224504298|ref|NC_012126.1|	2140	3229092302	80	81
gi|254688517|ref|NC_013023.1|	2162	3229094545	80	81
gi|254688521|ref|NC_013024.1|	2819	3229096811	80	81
gi|254688524|ref|NC_013025.1|	1803	3229099742	80	81
gi|254688527|ref|NC_013026.1|	2072	3229101644	80	81
gi|254688530|ref|NC_013027.1|	2782	3229103818	80	81
gi|254688533|ref|NC_013028.1|	2160	3229106711	80	81
gi|254729601|ref|NC_013029.1|	2757	3229108974	80	81
gi|255046528|ref|NC_013030.2|	1739	3229111843	80	81
gi|254688511|ref|NC_013018.1|	1833	3229113681	80	81
gi|254688514|ref|NC_013020.1|	1815	3229115614	80	81
gi|285002275|ref|NC_013772.1|	176677	3229117535	80	81
gi|268053723|ref|NC_013499.1|	6780	3229296512	80	81
gi|239507361|ref|NC_012784.1|	44492	3229303459	80	81
gi|18875445|ref|NC_003412.1|	5698	3229348581	80	81
gi|281416490|ref|NC_013643.1|	36270	3229354426	80	81
gi|281416434|ref|NC_013644.1|	37856	3229391225	80	81
gi|281416323|ref|NC_013646.1|	38764	3229429630	80	81
gi|281416213|ref|NC_013648.1|	39576	3229468954	80	81
gi|213493498|ref|NC_011590.1|	348	3229509098	80	81
gi|224591438|ref|NC_012137.1|	2759	3229509553	80	81
gi|213496074|ref|NC_011591.1|	3437	3229512417	80	81
gi|209401054|ref|NC_011354.1|	132425	3229515975	80	81
gi|20889325|ref|NC_003883.1|	2185	3229650133	80	81
gi|20889329|ref|NC_003884.1|	2203	3229652423	80	81
gi|94676202|ref|NC_008000.1|	14531	3229654744	80	81
gi|9632565|ref|NC_000858.1|	9028	3229669533	80	81
gi|9626453|ref|NC_001436.1|	8507	3229678749	80	81
gi|9626530|ref|NC_001450.1|	8359	3229687440	80	81
gi|9627742|ref|NC_001623.1|	133894	3229695994	80	81
gi|9629514|ref|NC_001819.1|	8282	3229831639	80	81
gi|9630378|ref|NC_001899.1|	5941	3229840103	80	81
gi|9630729|ref|NC_001944.1|	1993	3229846196	80	81
gi|9630966|ref|NC_001973.1|	161046	3229848282	80	81
gi|9632547|ref|NC_002077.1|	4718	3230011415	80	81
gi|9635250|ref|NC_002331.1|	178733	3230016267	80	81
gi|13357204|ref|NC_002692.1|	6383	3230197302	80	81
gi|14329173|ref|NC_002801.1|	1181	3230203850	80	81
gi|37591172|ref|NC_002815.2|	6614	3230205108	80	81
gi|14647158|ref|NC_002981.1|	2748	3230211899	80	81
gi|15081567|ref|NC_003043.1|	16236	3230214751	80	81
gi|15320657|ref|NC_003083.1|	118584	3230231262	80	81
gi|21263121|ref|NC_003138.2|	8303	3230351405	80	81
gi|20889398|ref|NC_003870.1|	8146	3230359901	80	81
gi|21728357|ref|NC_004067.1|	6450	3230368216	80	81
gi|22788704|ref|NC_004153.1|	2745	3230374831	80	81
gi|23334616|ref|NC_004289.1|	5380	3230377687	80	81
gi|27151463|ref|NC_004442.1|	5097	3230383202	80	81
gi|50080143|ref|NC_004452.3|	3644	3230388434	80	81
gi|27819377|ref|NC_004540.1|	7591	3230392200	80	81
gi|28261417|ref|NC_004560.1|	5784	3230399965	80	81
gi|28380571|ref|NC_004569.1|	2782	3230405906	80	81
gi|29337246|ref|NC_004655.1|	2785	3230408819	80	81
gi|30146791|ref|NC_004755.1|	2735	3230411717	80	81
gi|33354433|ref|NC_004994.2|	7448	3230414571	80	81
gi|34610126|ref|NC_005092.1|	9394	3230422196	80	81
gi|34610124|ref|NC_005095.1|	1175	3230431797	80	81
gi|46359769|ref|NC_005842.1|	2763	3230433062	80	81
gi|46393296|ref|NC_005848.1|	3518	3230435937	80	81
gi|94490707|ref|NC_005976.2|	1754	3230439589	80	81
gi|51949960|ref|NC_006260.1|	4721	3230441439	80	81
gi|51949963|ref|NC_006261.1|	4393	3230446294	80	81
gi|53851026|ref|NC_006358.1|	2724	3230450836	80	81
gi|53851032|ref|NC_006359.1|	2691	3230453689	80	81
gi|55775697|ref|NC_006430.1|	15246	3230456483	80	81
gi|68532388|ref|NC_007161.1|	1959	3230471996	80	81
gi|71658851|ref|NC_007220.1|	1991	3230474043	80	81
gi|78768528|ref|NC_007560.1|	3780	3230476145	80	81
gi|78768725|ref|NC_007561.1|	3595	3230480059	80	81
gi|78768833|ref|NC_007562.1|	3362	3230483785	80	81
gi|78768952|ref|NC_007563.1|	2106	3230487276	80	81
gi|78769059|ref|NC_007564.1|	1935	3230489495	80	81
gi|78769117|ref|NC_007565.1|	1606	3230491541	80	81
gi|78769203|ref|NC_007566.1|	1584	3230493254	80	81
gi|78769296|ref|NC_007567.1|	1547	3230494944	80	81
gi|78769480|ref|NC_007568.1|	1509	3230496598	80	81
gi|82703944|ref|NC_007619.1|	11034	3230498188	80	81
gi|83716025|ref|NC_007652.1|	14071	3230509412	80	81
gi|85718599|ref|NC_007731.1|	6607	3230523733	80	81
gi|94676000|ref|NC_007986.1|	7276	3230530513	80	81
gi|94676016|ref|NC_007987.1|	6567	3230537970	80	81
gi|94676033|ref|NC_007988.1|	7760	3230544710	80	81
gi|94676045|ref|NC_007989.1|	8284	3230552657	80	81
gi|94676060|ref|NC_007990.1|	8171	3230561136	80	81
gi|94676074|ref|NC_007991.1|	8315	3230569500	80	81
gi|94676079|ref|NC_007992.1|	8600	3230578009	80	81
gi|94676089|ref|NC_007993.1|	9155	3230586807	80	81
gi|94676104|ref|NC_007994.1|	9391	3230596167	80	81
gi|94676120|ref|NC_007995.1|	8864	3230605767	80	81
gi|94676136|ref|NC_007996.1|	10223	3230614832	80	81
gi|94676156|ref|NC_007997.1|	6138	3230625304	80	81
gi|94676174|ref|NC_007998.1|	11285	3230631610	80	81
gi|94676188|ref|NC_007999.1|	11841	3230643127	80	81
gi|94676220|ref|NC_008001.1|	14825	3230655207	80	81
gi|94676233|ref|NC_008002.1|	19557	3230670308	80	81
gi|94676250|ref|NC_008004.1|	7887	3230690200	80	81
gi|94676264|ref|NC_008005.1|	6283	3230698297	80	81
gi|94676276|ref|NC_008006.1|	10757	3230704749	80	81
gi|94676281|ref|NC_008008.1|	7604	3230715731	80	81
gi|109240522|ref|NC_008182.1|	7581	3230723515	80	81
gi|109240529|ref|NC_008183.1|	6364	3230731275	80	81
gi|110645391|ref|NC_008249.1|	5900	3230737798	80	81
gi|116326654|ref|NC_008523.1|	1358	3230743879	80	81
gi|118725053|ref|NC_008617.1|	44061	3230745330	80	81
gi|124484618|ref|NC_008947.1|	2755	3230790032	80	81
gi|124484628|ref|NC_008951.1|	3590	3230792913	80	81
gi|124484630|ref|NC_008952.1|	4063	3230796638	80	81
gi|126010918|ref|NC_009017.1|	4172	3230800834	80	81
gi|148750834|ref|NC_009554.1|	34659	3230805132	80	81
gi|156447517|ref|NC_009742.1|	9689	3230840294	80	81
gi|156447521|ref|NC_009744.1|	9659	3230850178	80	81
gi|166851932|ref|NC_010306.1|	26253	3230860028	80	81
gi|169247424|ref|NC_010384.1|	7383	3230886690	80	81
gi|189178624|ref|NC_010791.1|	2738	3230894239	80	81
gi|189178631|ref|NC_010792.1|	2708	3230897085	80	81
gi|239740600|ref|NC_012786.1|	2672	3230899923	80	81
gi|239740606|ref|NC_012787.1|	2644	3230902725	80	81
gi|242346753|ref|NC_012869.1|	8433	3230905484	80	81
gi|262340522|ref|NC_013439.1|	5168	3230914094	80	81
gi|282598693|ref|NC_013695.1|	7379	3230919407	80	81
gi|124484646|ref|NC_008957.1|	2851	3230926971	80	81
gi|124484649|ref|NC_008958.1|	2857	3230929950	80	81
gi|124484652|ref|NC_008959.1|	3213	3230932935	80	81
gi|124484656|ref|NC_008960.1|	3225	3230936281	80	81
gi|124484659|ref|NC_008961.1|	3293	3230939639	80	81
gi|124484668|ref|NC_008965.1|	3591	3230943067	80	81
gi|124484672|ref|NC_008966.1|	3638	3230946796	80	81
gi|124484677|ref|NC_008967.1|	3841	3230950573	80	81
gi|124484680|ref|NC_008968.1|	3868	3230954556	80	81
gi|124484684|ref|NC_008969.1|	3957	3230958566	80	81
gi|124484687|ref|NC_008970.1|	4006	3230962665	80	81
gi|124484694|ref|NC_008972.1|	4144	3230966814	80	81
gi|124484697|ref|NC_008973.1|	4180	3230971102	80	81
gi|124484701|ref|NC_008976.1|	4188	3230975427	80	81
gi|124484705|ref|NC_008977.1|	4225	3230979760	80	81
gi|124484707|ref|NC_008978.1|	4247	3230984130	80	81
gi|124484709|ref|NC_008979.1|	4264	3230988523	80	81
gi|124484713|ref|NC_008980.1|	4367	3230992934	80	81
gi|124484715|ref|NC_008981.1|	4495	3230997449	80	81
gi|124484717|ref|NC_008982.1|	4562	3231002094	80	81
gi|124484719|ref|NC_008983.1|	4720	3231006807	80	81
gi|124484722|ref|NC_008984.1|	4729	3231011679	80	81
gi|124484729|ref|NC_008985.1|	4914	3231016561	80	81
gi|124484731|ref|NC_008986.1|	5047	3231021629	80	81
gi|124484735|ref|NC_008987.1|	5050	3231026832	80	81
gi|124484743|ref|NC_008988.1|	5070	3231032038	80	81
gi|124484749|ref|NC_008989.1|	5108	3231037264	80	81
gi|124484754|ref|NC_008990.1|	5298	3231042528	80	81
gi|124484759|ref|NC_008991.1|	5328	3231047985	80	81
gi|124484764|ref|NC_008992.1|	5353	3231053472	80	81
gi|124484769|ref|NC_008993.1|	5530	3231058984	80	81
gi|124484774|ref|NC_008994.1|	5579	3231064677	80	81
gi|124484778|ref|NC_008995.1|	5848	3231070419	80	81
gi|124484783|ref|NC_008996.1|	5404	3231076434	80	81
gi|124484788|ref|NC_008997.1|	6654	3231081998	80	81
gi|124484802|ref|NC_008999.1|	3402	3231088828	80	81
gi|124484804|ref|NC_009000.1|	3831	3231092366	80	81
gi|124484806|ref|NC_009001.1|	4461	3231096338	80	81
gi|124484808|ref|NC_009002.1|	4808	3231100948	80	81
gi|124484810|ref|NC_009003.1|	6145	3231105909	80	81
gi|291084859|ref|NC_013936.1|	52141	3231112207	80	81
gi|282174037|ref|NC_013668.1|	248531	3231165072	80	81
gi|50253375|ref|NC_006021.1|	3965	3231416795	80	81
gi|256574726|ref|NC_013114.1|	7422	3231420879	80	81
gi|11496581|ref|NC_000885.1|	360	3231428471	80	81
gi|66275797|ref|NC_006998.1|	194711	3231428898	80	81
gi|9634679|ref|NC_002188.1|	288539	3231626103	80	81
gi|21426071|ref|NC_004002.1|	149955	3231918320	80	81
gi|9633809|ref|NC_001266.1|	159857	3232070217	80	81
gi|18450236|ref|NC_001132.2|	161773	3232232133	80	81
gi|18640086|ref|NC_003389.1|	146454	3232395991	80	81
gi|82503188|ref|NC_007605.1|	171823	3232544350	80	81
gi|9625955|ref|NC_001350.1|	112930	3232718392	80	81
gi|13095578|ref|NC_002665.1|	108873	3232832802	80	81
gi|83642839|ref|NC_007646.1|	135135	3232943103	80	81
gi|9626821|ref|NC_001493.1|	134226	3233079998	80	81
gi|94675982|ref|NC_007985.1|	12098	3233215992	80	81
gi|9627065|ref|NC_001523.1|	8374	3233228308	80	81
gi|9627074|ref|NC_001524.1|	8095	3233236861	80	81
gi|9627486|ref|NC_001605.1|	7687	3233245139	80	81
gi|118129780|ref|NC_008582.1|	7393	3233253010	80	81
gi|9626053|ref|NC_001355.1|	7902	3233260571	80	81
gi|9627196|ref|NC_001541.1|	7868	3233268651	80	81
gi|9628283|ref|NC_001663.1|	5366	3233276685	80	81
gi|9627180|ref|NC_001538.1|	5153	3233282181	80	81
gi|9628642|ref|NC_001699.1|	5130	3233287461	80	81
gi|9627020|ref|NC_001515.1|	5297	3233292722	80	81
gi|9632857|ref|NC_000867.1|	10079	3233298160	80	81
gi|29366675|ref|NC_000866.4|	168903	3233308436	80	81
gi|9630327|ref|NC_001895.1|	33593	3233479521	80	81
gi|228860932|ref|NC_012635.1|	168394	3233513608	80	81
gi|194186868|ref|NC_011048.1|	19282	3233684176	80	81
gi|9627425|ref|NC_001604.1|	39937	3233703770	80	81
gi|242346741|ref|NC_012868.1|	6094	3233744281	80	81
gi|19387568|ref|NC_003438.1|	4421	3233750519	80	81
gi|9626232|ref|NC_002014.1|	6883	3233755067	80	81
gi|9630747|ref|NC_001954.1|	8454	3233762108	80	81
gi|9625381|ref|NC_001332.1|	6744	3233770740	80	81
gi|9626316|ref|NC_001418.1|	5833	3233777637	80	81
gi|32453484|ref|NC_004928.1|	167560	3233783616	80	81
gi|41057352|ref|NC_005340.1|	30636	3233953344	80	81
gi|30315610|ref|NC_004763.1|	5270	3233984444	80	81
gi|139424470|ref|NC_009334.1|	172764	3233989848	80	81
gi|22164589|ref|NC_004105.1|	209771	3234164836	80	81
gi|9628002|ref|NC_001650.1|	184427	3234377296	80	81
gi|113195177|ref|NC_008291.1|	198050	3234564093	80	81
gi|18640237|ref|NC_003391.1|	205719	3234764681	80	81
gi|9627734|ref|NC_001619.1|	8607	3234973045	80	81
gi|17313217|ref|NC_003278.1|	35580	3234981832	80	81
gi|38229169|ref|NC_005179.1|	134721	3235017928	80	81
gi|57753410|ref|NC_006639.1|	24748	3235154424	80	81
gi|57753378|ref|NC_006649.1|	32108	3235179573	80	81
gi|23217014|ref|NC_004195.1|	7841	3235212159	80	81
gi|9628542|ref|NC_001690.1|	7100	3235220174	80	81
gi|9628550|ref|NC_001691.1|	7184	3235227438	80	81
gi|9628566|ref|NC_001693.1|	7313	3235234787	80	81
gi|40555938|ref|NC_005309.1|	359853	3235242255	80	81
gi|116326222|ref|NC_008515.1|	165890	3235606681	80	81
gi|51518014|ref|NC_006146.1|	171096	3235774715	80	81
gi|212671382|ref|NC_011534.1|	39472	3235948018	80	81
gi|33620426|ref|NC_005066.1|	164018	3235988057	80	81
gi|66391198|ref|NC_007029.1|	6307	3236154216	80	81
gi|66391204|ref|NC_007031.1|	7228	3236160692	80	81
gi|66391208|ref|NC_007032.1|	9604	3236168101	80	81
gi|66391216|ref|NC_007034.1|	10790	3236177916	80	81
gi|66391221|ref|NC_007035.1|	11238	3236188931	80	81
gi|66391228|ref|NC_007036.1|	13704	3236200400	80	81
gi|66391236|ref|NC_007038.1|	15218	3236214366	80	81
gi|66391242|ref|NC_007039.1|	17355	3236229865	80	81
gi|66391252|ref|NC_007041.1|	13279	3236247529	80	81
gi|9629249|ref|NC_001789.1|	7761	3236261045	80	81
gi|9629720|ref|NC_001838.1|	7889	3236268985	80	81
gi|91214232|ref|NC_005083.2|	244834	3236277039	80	81
gi|9631294|ref|NC_001993.1|	236120	3236525018	80	81
gi|9630761|ref|NC_001956.1|	8651	3236764153	80	81
gi|9631195|ref|NC_001987.1|	108409	3236772981	80	81
gi|109638461|ref|NC_008211.1|	220859	3236882814	80	81
gi|157939619|ref|NC_009888.1|	144565	3237106496	80	81
gi|24943089|ref|NC_004367.1|	149696	3237252944	80	81
gi|9633990|ref|NC_001271.1|	39600	3237404584	80	81
gi|37651481|ref|NC_005135.1|	173591	3237444751	80	81
gi|66391451|ref|NC_007023.1|	180500	3237620585	80	81
gi|9635132|ref|NC_002232.1|	7565	3237803415	80	81
gi|90403473|ref|NC_007914.1|	14462	3237811133	80	81
gi|90403509|ref|NC_007918.1|	16067	3237825834	80	81
gi|41057437|ref|NC_005337.1|	134431	3237842181	80	81
gi|12084983|ref|NC_002642.1|	144575	3237978364	80	81
gi|18653809|ref|NC_003401.1|	133719	3238124808	80	81
gi|22122227|ref|NC_004087.1|	32308	3238260287	80	81
gi|158267608|ref|NC_003214.2|	40900	3238293087	80	81
gi|228861315|ref|NC_012638.1|	165429	3238334573	80	81
gi|21844535|ref|NC_004068.1|	7729	3238502150	80	81
gi|21326229|ref|NC_003973.1|	7304	3238510065	80	81
gi|27311175|ref|NC_004456.1|	43198	3238517526	80	81
gi|30518360|ref|NC_004800.1|	5256	3238561342	80	81
gi|27531786|ref|NC_004500.1|	7461	3238566740	80	81
gi|38639923|ref|NC_005260.1|	233234	3238574363	80	81
gi|30387453|ref|NC_004777.1|	37555	3238810591	80	81
gi|30065704|ref|NC_004745.1|	30728	3238848685	80	81
gi|28376615|ref|NC_001505.2|	4754	3238879871	80	81
gi|109289986|ref|NC_008208.1|	161475	3238884752	80	81
gi|45655866|ref|NC_005830.1|	20869	3239048323	80	81
gi|50253426|ref|NC_005134.2|	7438	3239069529	80	81
gi|42494927|ref|NC_005360.1|	16473	3239077137	80	81
gi|126010846|ref|NC_009016.1|	38197	3239093883	80	81
gi|124484616|ref|NC_008946.1|	4692	3239132649	80	81
gi|124484625|ref|NC_008950.1|	5254	3239137490	80	81
gi|124484632|ref|NC_008953.1|	3935	3239142901	80	81
gi|124484661|ref|NC_008962.1|	3385	3239146978	80	81
gi|124484666|ref|NC_008964.1|	3573	3239150499	80	81
gi|124484689|ref|NC_008971.1|	4126	3239154209	80	81
gi|124484793|ref|NC_008998.1|	8851	3239158479	80	81
gi|47131155|ref|NC_005872.1|	28337	3239167516	80	81
gi|56692997|ref|NC_006556.1|	20933	3239196293	80	81
gi|56693036|ref|NC_006564.1|	8101	3239217559	80	81
gi|161622381|ref|NC_010105.1|	170523	3239225836	80	81
gi|157929273|ref|NC_009884.1|	31787	3239398569	80	81
gi|62422552|ref|NC_006966.1|	166259	3239430824	80	81
gi|62443971|ref|NC_006967.1|	170560	3239599233	80	81
gi|159341058|ref|NC_009965.1|	24655	3239772002	80	81
gi|75750386|ref|NC_007409.1|	62730	3239797040	80	81
gi|66391804|ref|NC_007022.1|	172963	3239860621	80	81
gi|219681191|ref|NC_011802.1|	41941	3240035833	80	81
gi|117676329|ref|NC_007145.2|	37639	3240078378	80	81
gi|9627377|ref|NC_001593.1|	7856	3240116563	80	81
gi|23217032|ref|NC_004194.1|	7613	3240124588	80	81
gi|20428628|ref|NC_003748.1|	7610	3240132378	80	81
gi|9626063|ref|NC_001356.1|	7815	3240140155	80	81
gi|9626069|ref|NC_001357.1|	7857	3240148140	80	81
gi|9626032|ref|NC_001352.1|	7860	3240156167	80	81
gi|9627056|ref|NC_001522.1|	7945	3240164198	80	81
gi|167600365|ref|NC_010329.1|	7326	3240172320	80	81
gi|109390382|ref|NC_008188.1|	7263	3240179816	80	81
gi|109390389|ref|NC_008189.1|	7259	3240187248	80	81
gi|97331426|ref|NC_008032.1|	7542	3240194680	80	81
gi|212499705|ref|NC_011551.1|	39867	3240202386	80	81
gi|155370093|ref|NC_007804.2|	39104	3240242825	80	81
gi|162329288|ref|NC_010155.1|	40449	3240282496	80	81
gi|162329357|ref|NC_010152.1|	39577	3240323529	80	81
gi|162329424|ref|NC_010153.1|	36895	3240363679	80	81
gi|162329482|ref|NC_010154.1|	38179	3240401114	80	81
gi|221328618|ref|NC_011976.1|	43016	3240439846	80	81
gi|90403553|ref|NC_007922.1|	5079	3240483465	80	81
gi|90403560|ref|NC_007923.1|	5278	3240488674	80	81
gi|113200740|ref|NC_008297.1|	7801	3240494090	80	81
gi|96980809|ref|NC_008030.1|	190054	3240502055	80	81
gi|113200763|ref|NC_008298.1|	7970	3240694577	80	81
gi|15011550|ref|NC_003027.1|	150773	3240702727	80	81
gi|21426072|ref|NC_004003.1|	149599	3240855453	80	81
gi|162290187|ref|NC_008296.2|	177300	3241006995	80	81
gi|109638594|ref|NC_008210.1|	231801	3241186580	80	81
gi|109289936|ref|NC_008201.1|	34525	3241421353	80	81
gi|116536728|ref|NC_008519.1|	7522	3241456391	80	81
gi|158518661|ref|NC_009542.2|	33985	3241464080	80	81
gi|145708074|ref|NC_009382.1|	38760	3241498562	80	81
gi|118197620|ref|NC_008584.1|	152372	3241537877	80	81
gi|124378198|ref|NC_008911.1|	3130	3241692245	80	81
gi|134288556|ref|NC_009238.1|	5040	3241695492	80	81
gi|146329912|ref|NC_009447.1|	52414	3241700671	80	81
gi|148724565|ref|NC_009539.1|	5229	3241753805	80	81
gi|218685637|ref|NC_011765.1|	8256	3241759183	80	81
gi|206599537|ref|NC_011280.1|	7260	3241767624	80	81
gi|160688416|ref|NC_009986.1|	15135	3241775057	80	81
gi|198449227|ref|NC_011217.1|	15330	3241790464	80	81
gi|164429763|ref|NC_010226.1|	7742	3241806058	80	81
gi|160700594|ref|NC_009990.1|	37313	3241813969	80	81
gi|161622648|ref|NC_010107.1|	7295	3241851850	80	81
gi|212286048|ref|NC_011530.1|	7020	3241859318	80	81
gi|212286056|ref|NC_011531.1|	6953	3241866506	80	81
gi|256352174|ref|NC_013117.1|	7498	3241873635	80	81
gi|237651540|ref|NC_012697.1|	74611	3241881293	80	81
gi|237651460|ref|NC_012696.1|	73325	3241956903	80	81
gi|189475225|ref|NC_010817.1|	7277	3242031246	80	81
gi|215479976|ref|NC_011613.1|	36632	3242038685	80	81
gi|215479924|ref|NC_011611.1|	36885	3242075846	80	81
gi|171473648|ref|NC_010537.1|	41172	3242113271	80	81
gi|211956446|ref|NC_011523.1|	14398	3242155026	80	81
gi|269838908|ref|NC_011085.2|	38234	3242169674	80	81
gi|238695587|ref|NC_012742.1|	44080	3242208458	80	81
gi|197935853|ref|NC_011201.1|	43079	3242253158	80	81
gi|219681259|ref|NC_011811.1|	84576	3242296848	80	81
gi|206599619|ref|NC_011286.1|	64562	3242382563	80	81
gi|206599706|ref|NC_011290.1|	64807	3242448009	80	81
gi|206599795|ref|NC_011285.1|	64618	3242513702	80	81
gi|206599880|ref|NC_011288.1|	58471	3242579206	80	81
gi|206600079|ref|NC_011287.1|	58554	3242638483	80	81
gi|206600181|ref|NC_011289.1|	58578	3242697844	80	81
gi|209447126|ref|NC_011357.1|	62147	3242757239	80	81
gi|207271573|ref|NC_011310.1|	5081	3242820239	80	81
gi|209427726|ref|NC_011356.1|	54896	3242825471	80	81
gi|224983322|ref|NC_012213.1|	7149	3242881132	80	81
gi|213163898|ref|NC_011589.1|	40287	3242888445	80	81
gi|238694878|ref|NC_012740.1|	166418	3242929309	80	81
gi|238695156|ref|NC_012741.1|	171451	3243097882	80	81
gi|238801731|ref|NC_012749.1|	88487	3243271550	80	81
gi|82524372|ref|NC_007611.1|	5230	3243361207	80	81
gi|17974913|ref|NC_003310.1|	196858	3243366580	80	81
gi|225626323|ref|NC_012418.1|	43152	3243565973	80	81
gi|238821372|ref|NC_012757.1|	6842	3243609733	80	81
gi|257136426|ref|NC_013196.1|	7378	3243616753	80	81
gi|291612456|ref|NC_013955.1|	15764	3243624287	80	81
gi|270281746|ref|NC_013585.1|	24186	3243640330	80	81
gi|292397674|ref|NC_013953.1|	156344	3243664889	80	81
gi|119943073|ref|NC_008706.1|	2245	3243823274	80	81
gi|119943076|ref|NC_008707.1|	2876	3243825634	80	81
gi|154800412|ref|NC_008708.2|	3429	3243828632	80	81
gi|170783609|ref|NC_010237.1|	63395	3243832179	80	81
gi|189427122|ref|NC_010808.1|	44342	3243896444	80	81
gi|50198836|ref|NC_005978.1|	3612	3243941409	80	81
gi|50198850|ref|NC_005981.1|	2763	3243945135	80	81
gi|50198846|ref|NC_005980.1|	2972	3243948001	80	81
gi|50198840|ref|NC_005979.1|	3134	3243951079	80	81
gi|56407674|ref|NC_006505.1|	2169	3243954343	80	81
gi|260665857|ref|NC_013115.1|	7423	3243956610	80	81
gi|212525344|ref|NC_011553.1|	3478	3243964215	80	81
gi|212525346|ref|NC_011554.1|	2879	3243967826	80	81
gi|269124268|ref|NC_011555.2|	2290	3243970808	80	81
gi|212681403|ref|NC_011556.1|	2008	3243973202	80	81
gi|212681415|ref|NC_011557.1|	1783	3243975311	80	81
gi|29028563|ref|NC_004615.1|	43604	3243977188	80	81
gi|28876263|ref|NC_004586.1|	34419	3244021420	80	81
gi|182682799|ref|NC_010583.1|	111382	3244056344	80	81
gi|294719514|ref|NC_009029.2|	10874	3244169182	80	81
gi|294768475|ref|NC_006962.2|	7800	3244180287	80	81
gi|294768540|ref|NC_009028.2|	10755	3244188246	80	81
gi|134288739|ref|NC_009234.1|	35741	3244199222	80	81
gi|134288688|ref|NC_009236.1|	36690	3244235497	80	81
gi|134288788|ref|NC_009237.1|	37446	3244272732	80	81
gi|258549709|ref|NC_013225.1|	3804	3244310732	80	81
gi|258549711|ref|NC_013226.1|	3870	3244314669	80	81
gi|258549713|ref|NC_013227.1|	2251	3244318673	80	81
gi|258549715|ref|NC_013228.1|	2127	3244321038	80	81
gi|258549717|ref|NC_013229.1|	3888	3244323277	80	81
gi|258549719|ref|NC_013230.1|	2241	3244327299	80	81
gi|258549721|ref|NC_013231.1|	1368	3244329654	80	81
gi|258549723|ref|NC_013232.1|	1331	3244331125	80	81
gi|258549725|ref|NC_013233.1|	1198	3244332558	80	81
gi|258549727|ref|NC_013234.1|	1098	3244333856	80	81
gi|237643549|ref|NC_012672.1|	126770	3244335054	80	81
gi|157952304|ref|NC_009898.1|	368683	3244463498	80	81
gi|50313241|ref|NC_001491.2|	150224	3244836857	80	81
gi|224020395|ref|NC_001664.2|	159322	3244989028	80	81
gi|51874225|ref|NC_001716.2|	153080	3245150409	80	81
gi|9629267|ref|NC_001798.1|	154746	3245305469	80	81
gi|146261990|ref|NC_001826.2|	119451	3245462218	80	81
gi|9629732|ref|NC_001844.1|	145597	3245583229	80	81
gi|125745044|ref|NC_002229.3|	177874	3245730715	80	81
gi|10834856|ref|NC_002577.1|	164270	3245910881	80	81
gi|12084824|ref|NC_002641.1|	159160	3246077276	80	81
gi|126882977|ref|NC_002686.2|	124784	3246238503	80	81
gi|20026600|ref|NC_003521.1|	241087	3246364915	80	81
gi|30984428|ref|NC_004812.1|	156789	3246609086	80	81
gi|38638196|ref|NC_005264.1|	163025	3246767906	80	81
gi|51557483|ref|NC_006151.1|	143461	3246933035	80	81
gi|56694721|ref|NC_006560.1|	150715	3247078366	80	81
gi|83722567|ref|NC_007653.1|	156487	3247231034	80	81
gi|139472801|ref|NC_009333.1|	137969	3247389546	80	81
gi|216905852|ref|NC_011644.1|	148371	3247529308	80	81
gi|9631135|ref|NC_001977.1|	6035	3247679602	80	81
gi|9632405|ref|NC_002066.1|	8832	3247685774	80	81
gi|20451021|ref|NC_003784.1|	8550	3247694787	80	81
gi|51555744|ref|NC_006148.1|	4432	3247703510	80	81
gi|56407666|ref|NC_006499.1|	1323	3247708086	80	81
gi|56407668|ref|NC_006500.1|	1504	3247709487	80	81
gi|56418533|ref|NC_006501.1|	1787	3247711071	80	81
gi|56407670|ref|NC_006502.1|	2046	3247712942	80	81
gi|56407672|ref|NC_006503.1|	2185	3247715075	80	81
gi|80160664|ref|NC_007586.1|	2242	3247717369	80	81
gi|80160784|ref|NC_007587.1|	1395	3247719721	80	81
gi|229604924|ref|NC_012662.1|	43931	3247721200	80	81
gi|9629650|ref|NC_001834.1|	9264	3247765746	80	81
gi|9630733|ref|NC_001946.1|	8372	3247775203	80	81
gi|9630816|ref|NC_001962.1|	128413	3247783742	80	81
gi|9634221|ref|NC_002169.1|	135611	3247913830	80	81
gi|10257473|ref|NC_002543.1|	3080	3248051212	80	81
gi|14602241|ref|NC_002816.1|	123500	3248054407	80	81
gi|14602460|ref|NC_002817.1|	2767	3248179531	80	81
gi|15187162|ref|NC_003059.1|	8072	3248182412	80	81
gi|16156223|ref|NC_003077.1|	8821	3248190658	80	81
gi|18314284|ref|NC_003369.1|	5964	3248199657	80	81
gi|18450263|ref|NC_003378.1|	7767	3248205771	80	81
gi|19774242|ref|NC_003487.1|	3762	3248213708	80	81
gi|20069879|ref|NC_003529.1|	155060	3248217592	80	81
gi|20451028|ref|NC_003783.1|	9010	3248374653	80	81
gi|20522142|ref|NC_003801.1|	2363	3248383857	80	81
gi|27754751|ref|NC_004162.2|	11826	3248386315	80	81
gi|23238143|ref|NC_004206.1|	946	3248398373	80	81
gi|56403990|ref|NC_006497.1|	736	3248399419	80	81
gi|56403993|ref|NC_006498.1|	966	3248400253	80	81
gi|12175745|ref|NC_002645.1|	27317	3248401302	80	81
gi|9634957|ref|NC_002195.1|	2915	3248429032	80	81
gi|29502191|ref|NC_002076.2|	3852	3248432051	80	81
gi|134133206|ref|NC_009225.1|	3245	3248436025	80	81
gi|9635795|ref|NC_002501.1|	26163	3248439375	80	81
gi|14780876|ref|NC_003005.1|	10205	3248465934	80	81
gi|9630807|ref|NC_001961.1|	15428	3248476365	80	81
gi|295413830|ref|NC_014072.1|	2064	3248492058	80	81
gi|295413834|ref|NC_014073.1|	3629	3248494217	80	81
gi|295413915|ref|NC_014068.1|	2910	3248497965	80	81
gi|295413918|ref|NC_014074.1|	3729	3248500981	80	81
gi|295413923|ref|NC_014075.1|	3759	3248504826	80	81
gi|295413928|ref|NC_014076.1|	3770	3248508701	80	81
gi|295413933|ref|NC_014069.1|	3690	3248512587	80	81
gi|295413936|ref|NC_014070.1|	2878	3248516396	80	81
gi|295413940|ref|NC_014071.1|	2797	3248519382	80	81
gi|295413944|ref|NC_014077.1|	3899	3248522283	80	81
gi|295413947|ref|NC_014078.1|	3808	3248526300	80	81
gi|295413950|ref|NC_014079.1|	3798	3248530225	80	81
gi|295413954|ref|NC_014080.1|	3736	3248534139	80	81
gi|295413958|ref|NC_014081.1|	3748	3248537990	80	81
gi|295413965|ref|NC_014082.1|	2952	3248541858	80	81
gi|295413968|ref|NC_014083.1|	3763	3248544916	80	81
gi|295413972|ref|NC_014084.1|	3790	3248548795	80	81
gi|295413977|ref|NC_014085.1|	3371	3248552707	80	81
gi|295413982|ref|NC_014086.1|	2765	3248556194	80	81
gi|295413991|ref|NC_014087.1|	3718	3248559072	80	81
gi|295441838|ref|NC_014099.1|	16622	3248562925	80	81
gi|295441873|ref|NC_014088.1|	2897	3248579828	80	81
gi|295441877|ref|NC_014089.1|	2908	3248582835	80	81
gi|295441881|ref|NC_014090.1|	2785	3248585853	80	81
gi|295441884|ref|NC_014091.1|	3818	3248588742	80	81
gi|295441891|ref|NC_014093.1|	3253	3248592681	80	81
gi|295441896|ref|NC_014094.1|	3705	3248596043	80	81
gi|295441901|ref|NC_014095.1|	2897	3248599868	80	81
gi|295441905|ref|NC_014096.1|	3787	3248602871	80	81
gi|295441908|ref|NC_014097.1|	2856	3248606779	80	81
gi|296006053|ref|NC_014130.1|	2611	3248609750	80	81
gi|296006059|ref|NC_014128.1|	2573	3248612473	80	81
gi|296006066|ref|NC_014066.1|	2612	3248615165	80	81
gi|296006072|ref|NC_014067.1|	2582	3248617896	80	81
gi|21326227|ref|NC_003971.1|	457	3248620600	80	81
gi|296011096|ref|NC_014140.1|	2768	3248621137	80	81
gi|55925641|ref|NC_006458.1|	781	3248624030	80	81
gi|296040240|ref|NC_014141.1|	2708	3248624906	80	81
gi|296040248|ref|NC_014142.1|	2647	3248627733	80	81
gi|296040251|ref|NC_014143.1|	7737	3248630501	80	81
gi|55733701|ref|NC_006433.1|	1701	3248638418	80	81
gi|55733703|ref|NC_006435.1|	6533	3248640216	80	81
gi|256352170|ref|NC_013116.1|	2166	3248646941	80	81
gi|9632336|ref|NC_002035.1|	3050	3248649211	80	81
gi|9627246|ref|NC_001574.1|	7161	3248652372	80	81
gi|281416278|ref|NC_013647.1|	41119	3248659693	80	81
gi|62327407|ref|NC_006944.1|	15450	3248701386	80	81
gi|9634968|ref|NC_002199.1|	17904	3248717097	80	81
gi|298103485|ref|NC_014229.1|	37068	3248735301	80	81
gi|41057593|ref|NC_005339.1|	16650	3248772894	80	81
gi|298200953|ref|NC_014244.1|	1203	3248789825	80	81
gi|298200955|ref|NC_014245.1|	808	3248791116	80	81
gi|298200958|ref|NC_014243.1|	1231	3248792007	80	81
gi|298200960|ref|NC_014242.1|	1316	3248793326	80	81
gi|298200990|ref|NC_014241.1|	2068	3248794731	80	81
gi|298201177|ref|NC_014240.1|	2076	3248796897	80	81
gi|298201179|ref|NC_014239.1|	2327	3248799071	80	81
gi|298201181|ref|NC_014238.1|	3848	3248801500	80	81
gi|298201183|ref|NC_014237.1|	3903	3248805469	80	81
gi|298201185|ref|NC_014236.1|	3947	3248809493	80	81
gi|30018262|ref|NC_004730.1|	4507	3248813571	80	81
gi|298531304|ref|NC_014252.1|	9750	3248818197	80	81
gi|9627947|ref|NC_001630.1|	5144	3248828134	80	81
gi|23334597|ref|NC_004284.1|	5908	3248833416	80	81
gi|14336454|ref|NC_002803.1|	11019	3248839475	80	81
gi|34610114|ref|NC_005093.1|	11034	3248850698	80	81
gi|41057731|ref|NC_005348.1|	2773	3248861945	80	81
gi|46402151|ref|NC_005860.1|	2925	3248864824	80	81
gi|48696557|ref|NC_005889.1|	4693	3248867863	80	81
gi|48696991|ref|NC_005892.1|	17663	3248872700	80	81
gi|50234106|ref|NC_005975.1|	12133	3248890650	80	81
gi|51593841|ref|NC_006147.2|	5132	3248903006	80	81
gi|56698739|ref|NC_006555.1|	5039	3248908283	80	81
gi|62362146|ref|NC_006951.1|	7428	3248913473	80	81
gi|9626692|ref|NC_001479.1|	7835	3248921067	80	81
gi|9627420|ref|NC_001600.1|	4041	3248929078	80	81
gi|9628918|ref|NC_001729.1|	4726	3248933243	80	81
gi|9626920|ref|NC_002063.1|	5284	3248938102	80	81
gi|9628596|ref|NC_002064.1|	5241	3248943526	80	81
gi|124484600|ref|NC_003607.2|	5179	3248948919	80	81
gi|20373121|ref|NC_003725.1|	2964	3248954239	80	81
gi|20522136|ref|NC_003809.1|	2939	3248957317	80	81
gi|20564172|ref|NC_003823.1|	6099	3248960365	80	81
gi|38371712|ref|NC_005219.1|	3616	3248966602	80	81
gi|38371707|ref|NC_005221.1|	1720	3248970327	80	81
gi|48696977|ref|NC_005883.1|	5310	3248972144	80	81
gi|51949968|ref|NC_006263.1|	4682	3248977609	80	81
gi|52220883|ref|NC_006275.1|	1955	3248982431	80	81
gi|227122443|ref|NC_012585.1|	2896	3248984492	80	81
gi|294872884|ref|NC_014038.1|	9965	3248987506	80	81
gi|9629914|ref|NC_001870.1|	10000	3248997678	80	81
gi|38018060|ref|NC_005148.1|	1768	3249007871	80	81
gi|281199644|ref|NC_013594.1|	37235	3249009733	80	81
gi|124484641|ref|NC_008956.1|	3153	3249047526	80	81
gi|124484635|ref|NC_008954.1|	4351	3249050812	80	81
gi|124484622|ref|NC_008949.1|	3510	3249055310	80	81
gi|124484620|ref|NC_008948.1|	4442	3249058957	80	81
gi|258657512|ref|NC_013258.1|	8271	3249063543	80	81
gi|258676964|ref|NC_013259.1|	7913	3249072006	80	81
gi|270281785|ref|NC_013587.1|	15684	3249080100	80	81
gi|270281819|ref|NC_013588.1|	17602	3249096063	80	81
gi|301173441|ref|NC_014325.1|	9741	3249113954	80	81
gi|301173451|ref|NC_014327.1|	9745	3249123892	80	81
gi|9630660|ref|NC_001927.1|	961	3249133834	80	81
gi|72537515|ref|NC_007339.1|	2736	3249134896	80	81
gi|302317577|ref|NC_014361.1|	5232	3249137765	80	81
gi|302317862|ref|NC_014357.1|	6085	3249143164	80	81
gi|302317586|ref|NC_014359.1|	7951	3249149404	80	81
gi|302317583|ref|NC_014360.1|	8086	3249157531	80	81
gi|302371213|ref|NC_014373.1|	18940	3249165789	80	81
gi|289522102|ref|NC_013920.1|	7148	3249185035	80	81
gi|302425257|ref|NC_014380.1|	2628	3249192356	80	81
gi|302425263|ref|NC_014381.1|	2607	3249195100	80	81
gi|302393080|ref|NC_004914.2|	62706	3249197813	80	81
gi|41057569|ref|NC_005341.1|	6034	3249261377	80	81
gi|302596924|ref|NC_014395.1|	1690	3249267569	80	81
gi|302596922|ref|NC_014396.1|	3885	3249269363	80	81
gi|302596920|ref|NC_014397.1|	6404	3249273379	80	81
gi|254688376|ref|NC_012932.1|	11064	3249279929	80	81
gi|259493850|ref|NC_006963.2|	7916	3249291225	80	81
gi|212499466|ref|NC_011546.1|	8913	3249299323	80	81
gi|242916041|ref|NC_012910.1|	8556	3249308425	80	81
gi|239918958|ref|NC_012805.1|	342	3249317159	80	81
gi|86476036|ref|NC_007193.2|	6000	3249317587	80	81
gi|23238127|ref|NC_004211.1|	3747	3249323733	80	81
gi|23238129|ref|NC_004217.1|	3048	3249327598	80	81
gi|23238131|ref|NC_004218.1|	2400	3249330756	80	81
gi|23238133|ref|NC_004219.1|	2038	3249333257	80	81
gi|23238135|ref|NC_004220.1|	1716	3249335392	80	81
gi|23238137|ref|NC_004221.1|	1671	3249337201	80	81
gi|72537512|ref|NC_007338.1|	2719	3249338983	80	81
gi|303291522|ref|NC_014407.1|	4952	3249341803	80	81
gi|303291528|ref|NC_014406.1|	4926	3249346884	80	81
gi|9633069|ref|NC_000898.1|	162114	3249351939	80	81
gi|14717136|ref|NC_002984.1|	2632	3249516163	80	81
gi|14717141|ref|NC_002985.1|	2600	3249518911	80	81
gi|52630351|ref|NC_006308.1|	2265	3249521640	80	81
gi|52630353|ref|NC_006309.1|	2130	3249524030	80	81
gi|52630355|ref|NC_006310.1|	1968	3249526283	80	81
gi|52630357|ref|NC_006311.1|	1807	3249528372	80	81
gi|52673229|ref|NC_006312.1|	1125	3249530298	80	81
gi|211910015|ref|NC_006306.2|	935	3249531533	80	81
gi|52630349|ref|NC_006307.1|	2325	3249532575	80	81
gi|41057586|ref|NC_005338.1|	2761	3249535006	80	81
gi|20806024|ref|NC_003865.1|	2663	3249537889	80	81
gi|302317866|ref|NC_014358.1|	4944	3249540663	80	81
gi|304360662|ref|NC_014457.1|	59199	3249545743	80	81
gi|20564186|ref|NC_003832.1|	8917	3249605772	80	81
gi|20564188|ref|NC_003841.1|	4880	3249614891	80	81
gi|20564191|ref|NC_003843.1|	3534	3249619922	80	81
gi|9695415|ref|NC_002200.1|	15384	3249623559	80	81
gi|9629378|ref|NC_001806.1|	152261	3249639202	80	81
gi|9629818|ref|NC_001847.1|	135301	3249793434	80	81
gi|20198505|ref|NC_002512.2|	230138	3249930494	80	81
gi|10140926|ref|NC_002531.1|	130608	3250163582	80	81
gi|14250967|ref|NC_002794.1|	195859	3250295892	80	81
gi|51556461|ref|NC_006150.1|	221454	3250494270	80	81
gi|213159161|ref|NC_011587.1|	232678	3250718562	80	81
gi|12280941|ref|NC_001792.2|	1758	3250954217	80	81
gi|304443238|ref|NC_014460.1|	41207	3250956073	80	81
gi|304522114|ref|NC_014469.1|	7181	3250997871	80	81
gi|9627014|ref|NC_001514.1|	8785	3251005221	80	81
gi|167046005|ref|NC_010313.1|	2803	3251014203	80	81
gi|304633675|ref|NC_014470.1|	29276	3251017123	80	81
gi|306478690|ref|NC_014482.1|	2763	3251046837	80	81
gi|306478704|ref|NC_014474.1|	8126	3251049703	80	81
gi|306478716|ref|NC_014320.1|	6171	3251058000	80	81
gi|11038431|ref|NC_001875.2|	131995	3251064322	80	81
gi|306478722|ref|NC_014324.1|	2981	3251198038	80	81
gi|9628437|ref|NC_001676.1|	7759	3251201127	80	81
gi|22789222|ref|NC_004161.1|	18891	3251209048	80	81
gi|118725119|ref|NC_008614.1|	6485	3251228246	80	81
gi|302315369|ref|NC_014372.1|	18935	3251234869	80	81
gi|255694008|ref|NC_013075.1|	7492	3251254122	80	81
gi|255694013|ref|NC_013076.1|	5109	3251261789	80	81
gi|62327499|ref|NC_006935.1|	1348	3251267064	80	81
gi|9630691|ref|NC_001936.1|	2634	3251268516	80	81
gi|9630696|ref|NC_001937.1|	2607	3251271270	80	81
gi|304422916|ref|NC_014468.1|	4286	3251273989	80	81
gi|296005646|ref|NC_014137.1|	9505	3251278402	80	81
gi|307346982|ref|NC_014521.1|	672	3251288122	80	81
gi|307346984|ref|NC_014520.1|	765	3251288899	80	81
gi|307346987|ref|NC_014519.1|	1025	3251289769	80	81
gi|307346989|ref|NC_014518.1|	1026	3251290902	80	81
gi|307346991|ref|NC_014517.1|	1242	3251292036	80	81
gi|307346993|ref|NC_014516.1|	1353	3251293389	80	81
gi|307346995|ref|NC_014515.1|	1872	3251294854	80	81
gi|307346997|ref|NC_014514.1|	2104	3251296845	80	81
gi|307346999|ref|NC_014513.1|	2366	3251299071	80	81
gi|307347001|ref|NC_014512.1|	2801	3251301562	80	81
gi|307347003|ref|NC_014511.1|	3274	3251304494	80	81
gi|304282485|ref|NC_014411.1|	8035	3251307870	80	81
gi|304282472|ref|NC_014412.1|	7641	3251316067	80	81
gi|304282459|ref|NC_014413.1|	7678	3251323865	80	81
gi|289183404|ref|NC_012729.2|	5104	3251331705	80	81
gi|307563838|ref|NC_014536.1|	9870	3251336956	80	81
gi|77020112|ref|NC_006356.2|	36012	3251347022	80	81
gi|188572155|ref|NC_010714.1|	2757	3251383574	80	81
gi|188572148|ref|NC_010713.1|	2767	3251386455	80	81
gi|151266263|ref|NC_009646.1|	2649	3251389343	80	81
gi|195535989|ref|NC_011096.1|	2794	3251392116	80	81
gi|261420948|ref|NC_013413.1|	2751	3251395031	80	81
gi|226202299|ref|NC_012492.1|	2752	3251397900	80	81
gi|45445708|ref|NC_005812.1|	2752	3251400785	80	81
gi|45445705|ref|NC_005811.1|	2752	3251403670	80	81
gi|304360752|ref|NC_014446.1|	2608	3251406555	80	81
gi|304360749|ref|NC_014447.1|	2578	3251409294	80	81
gi|9626958|ref|NC_001501.1|	8332	3251411981	80	81
gi|308125292|ref|NC_014546.1|	6643	3251420490	80	81
gi|308125297|ref|NC_014547.1|	2762	3251427306	80	81
gi|308814346|ref|NC_014593.1|	3431	3251430174	80	81
gi|308814351|ref|NC_014595.1|	170605	3251433716	80	81
gi|309259994|ref|NC_014609.1|	7510	3251606540	80	81
gi|295984040|ref|NC_014126.1|	6155	3251614209	80	81
gi|309949148|ref|NC_014608.1|	4003	3251620510	80	81
gi|310288304|ref|NC_014631.1|	3065	3251624643	80	81
gi|226232349|ref|NC_012493.1|	1349	3251627832	80	81
gi|189009855|ref|NC_010732.1|	5920	3251629276	80	81
gi|310698439|ref|NC_001526.2|	7905	3251635347	80	81
gi|18959285|ref|NC_003414.1|	1360	3251643461	80	81
gi|193061633|ref|NC_011024.1|	2771	3251644914	80	81
gi|308125285|ref|NC_014545.1|	5866	3251647796	80	81
gi|310830989|ref|NC_014637.1|	617453	3251653821	80	81
gi|311788788|ref|NC_014648.1|	7543	3252279077	80	81
gi|311788792|ref|NC_014647.1|	2754	3252286805	80	81
gi|311992494|ref|NC_014660.1|	167716	3252289667	80	81
gi|311992750|ref|NC_014661.1|	164093	3252459554	80	81
gi|311992992|ref|NC_014662.1|	165540	3252625773	80	81
gi|311993272|ref|NC_014663.1|	169947	3252793456	80	81
gi|304373555|ref|NC_014467.1|	176788	3252965602	80	81
gi|310722466|ref|NC_014636.1|	225268	3253144671	80	81
gi|312126258|ref|NC_014665.1|	5905	3253372824	80	81
gi|306478697|ref|NC_014481.1|	3427	3253378872	80	81
gi|52627071|ref|NC_005839.2|	131680	3253382418	80	81
gi|163954976|ref|NC_010191.1|	185373	3253515816	80	81
gi|229342011|ref|NC_012636.1|	3776	3253703580	80	81
gi|295840787|ref|NC_014129.1|	361	3253707477	80	81
gi|255683134|ref|NC_013036.1|	158091	3253707912	80	81
gi|262166845|ref|NC_013443.1|	6534	3253868045	80	81
gi|9629183|ref|NC_001777.1|	3684	3253874732	80	81
gi|312192953|ref|NC_014480.2|	3322	3253878531	80	81
gi|20153346|ref|NC_003601.1|	5283	3253881969	80	81
gi|23464593|ref|NC_003467.2|	3671	3253887388	80	81
gi|23464594|ref|NC_003468.2|	6562	3253891174	80	81
gi|159159425|ref|NC_002654.2|	131405	3253897912	80	81
gi|49169782|ref|NC_005831.2|	27553	3254031030	80	81
gi|46393298|ref|NC_005849.1|	2922	3254059005	80	81
gi|238801929|ref|NC_012754.1|	3933	3254062047	80	81
gi|238801931|ref|NC_012755.1|	2792	3254066113	80	81
gi|301349453|ref|NC_014336.1|	7354	3254069010	80	81
gi|312164872|ref|NC_014522.1|	3897	3254076533	80	81
gi|312164870|ref|NC_014523.1|	2794	3254080556	80	81
gi|312166200|ref|NC_014524.1|	1936	3254083462	80	81
gi|312164874|ref|NC_014525.1|	1731	3254085500	80	81
gi|312164876|ref|NC_014526.1|	1722	3254087330	80	81
gi|312164878|ref|NC_014527.1|	1666	3254089151	80	81
gi|312164880|ref|NC_014528.1|	1181	3254090915	80	81
gi|312164887|ref|NC_014529.1|	1172	3254092188	80	81
gi|312164884|ref|NC_014530.1|	1056	3254093452	80	81
gi|312164882|ref|NC_014531.1|	703	3254094600	80	81
gi|45239034|ref|NC_005790.1|	7355	3254095379	80	81
gi|312234404|ref|NC_014707.1|	2736	3254102944	80	81
gi|312234429|ref|NC_014092.2|	2735	3254105787	80	81
gi|255983864|ref|NC_013102.1|	2748	3254108635	80	81
gi|300116737|ref|NC_014321.1|	17666	3254111501	80	81
gi|300116753|ref|NC_014322.1|	22743	3254129471	80	81
gi|312274939|ref|NC_014717.1|	3571	3254152598	80	81
gi|312274941|ref|NC_014716.1|	3618	3254156313	80	81
gi|312274943|ref|NC_014715.1|	3815	3254160076	80	81
gi|312274945|ref|NC_014714.1|	4500	3254164038	80	81
gi|312274947|ref|NC_014713.1|	1798	3254168695	80	81
gi|312274949|ref|NC_014712.1|	1900	3254170615	80	81
gi|312274952|ref|NC_014710.1|	2176	3254172638	80	81
gi|312274955|ref|NC_014711.1|	1928	3254174941	80	81
gi|312274957|ref|NC_014709.1|	2651	3254176993	80	81
gi|312274959|ref|NC_014708.1|	3167	3254179777	80	81
gi|110645916|ref|NC_001401.2|	4679	3254183059	80	81
gi|61806401|ref|NC_006882.1|	44970	3254187873	80	81
gi|167600373|ref|NC_010325.1|	45625	3254233478	80	81
gi|167600442|ref|NC_010326.1|	43548	3254279746	80	81
gi|304373832|ref|NC_014462.1|	3554	3254323930	80	81
gi|304373826|ref|NC_014463.1|	3074	3254327620	80	81
gi|304373828|ref|NC_014464.1|	3043	3254330824	80	81
gi|304373830|ref|NC_014465.1|	3250	3254333997	80	81
gi|9626482|ref|NC_001442.1|	4697	3254337354	80	81
gi|23334602|ref|NC_004285.1|	4176	3254342185	80	81
gi|9964314|ref|NC_002520.1|	232392	3254346494	80	81
gi|9627521|ref|NC_001611.1|	185578	3254581851	80	81
gi|9626726|ref|NC_001488.1|	8952	3254769824	80	81
gi|312839924|ref|NC_001885.2|	8088	3254778962	80	81
gi|313122763|ref|NC_014730.1|	8127	3254787225	80	81
gi|313122770|ref|NC_014739.1|	2605	3254795525	80	81
gi|313139312|ref|NC_014740.1|	2582	3254798238	80	81
gi|313139317|ref|NC_014742.1|	10820	3254800922	80	81
gi|313493538|ref|NC_014743.1|	5086	3254811950	80	81
gi|313493544|ref|NC_014745.1|	2764	3254817178	80	81
gi|313493555|ref|NC_014748.1|	5639	3254820059	80	81
gi|22138122|ref|NC_004104.1|	8033	3254825845	80	81
gi|168164403|ref|NC_010352.1|	2746	3254834051	80	81
gi|187903037|ref|NC_010671.1|	124279	3254836929	80	81
gi|240017693|ref|NC_011052.2|	2780	3254962845	80	81
gi|283484027|ref|NC_013022.2|	2791	3254965734	80	81
gi|262530236|ref|NC_013465.1|	2807	3254968644	80	81
gi|262530243|ref|NC_013467.1|	2814	3254971574	80	81
gi|282598772|ref|NC_013698.1|	58652	3254974495	80	81
gi|30844336|ref|NC_003663.2|	224499	3255033941	80	81
gi|20279540|ref|NC_003696.1|	4349	3255261316	80	81
gi|20279542|ref|NC_003697.1|	3934	3255265789	80	81
gi|20279544|ref|NC_003698.1|	3585	3255269842	80	81
gi|20279546|ref|NC_003699.1|	3156	3255273541	80	81
gi|20279548|ref|NC_003700.1|	2398	3255276806	80	81
gi|20279550|ref|NC_003701.1|	2178	3255279303	80	81
gi|20279552|ref|NC_003702.1|	2139	3255281578	80	81
gi|20279554|ref|NC_003703.1|	2028	3255283813	80	81
gi|20279556|ref|NC_003704.1|	1884	3255285936	80	81
gi|20279559|ref|NC_003705.1|	1879	3255287914	80	81
gi|20279561|ref|NC_003706.1|	1002	3255289887	80	81
gi|20279563|ref|NC_003707.1|	678	3255290972	80	81
gi|27151468|ref|NC_003907.2|	46012	3255291726	80	81
gi|313767999|ref|NC_014765.1|	198519	3255338397	80	81
gi|313768203|ref|NC_014767.1|	184095	3255539480	80	81
gi|41057066|ref|NC_005336.1|	139962	3255725934	80	81
gi|313843958|ref|NC_004764.2|	4981	3255867733	80	81
gi|313843970|ref|NC_014766.1|	194022	3255872861	80	81
gi|225927568|ref|NC_012486.1|	7227	3256069387	80	81
gi|312281379|ref|NC_006883.2|	252401	3256076782	80	81
gi|312281391|ref|NC_006884.2|	178249	3256332416	80	81
gi|314953944|ref|NC_014793.1|	10436	3256512965	80	81
gi|294661423|ref|NC_014036.1|	174436	3256523602	80	81
gi|225927560|ref|NC_012485.1|	7346	3256700297	80	81
gi|315192962|ref|NC_002306.3|	29355	3256707819	80	81
gi|254728910|ref|NC_013013.1|	1378	3256737645	80	81
gi|254728906|ref|NC_013011.1|	1315	3256739149	80	81
gi|49487495|ref|NC_005954.1|	1377	3256740552	80	81
gi|302425254|ref|NC_014379.1|	1334	3256742050	80	81
gi|148828648|ref|NC_009564.1|	1378	3256743496	80	81
gi|184202004|ref|NC_010620.1|	1388	3256744980	80	81
gi|80159686|ref|NC_007581.1|	185683	3256746456	80	81
gi|58042841|ref|NC_005137.2|	131160	3256934542	80	81
gi|56121875|ref|NC_006494.1|	10112	3257067415	80	81
gi|68304288|ref|NC_007150.1|	8170	3257077732	80	81
gi|93007408|ref|NC_007967.1|	38194	3257086077	80	81
gi|254810663|ref|NC_013035.1|	7184	3257124822	80	81
gi|116326656|ref|NC_008524.1|	1380	3257132198	80	81
gi|218547381|ref|NC_011762.1|	1368	3257133700	80	81
gi|57790514|ref|NC_006632.1|	1350	3257135188	80	81
gi|77020110|ref|NC_007459.1|	1358	3257136658	80	81
gi|164564322|ref|NC_010235.1|	1361	3257138123	80	81
gi|62327280|ref|NC_006952.1|	1379	3257139593	80	81
gi|164519193|ref|NC_010236.1|	1370	3257141076	80	81
gi|270358403|ref|NC_013424.1|	1363	3257142566	80	81
gi|47270692|ref|NC_006289.1|	1343	3257144042	80	81
gi|164564320|ref|NC_010239.1|	1358	3257145492	80	81
gi|110084007|ref|NC_008237.1|	1358	3257146973	80	81
gi|32140175|ref|NC_004903.1|	1337	3257148453	80	81
gi|185357924|ref|NC_010619.1|	1196	3257149904	80	81
gi|148724441|ref|NC_009535.1|	1346	3257151212	80	81
gi|156151352|ref|NC_009740.1|	1349	3257152652	80	81
gi|167583553|ref|NC_010328.1|	1339	3257154130	80	81
gi|194268064|ref|NC_011051.1|	8032	3257155571	80	81
gi|9628574|ref|NC_001694.1|	7989	3257163776	80	81
gi|162135082|ref|NC_010116.1|	58663	3257171935	80	81
gi|281306659|ref|NC_013638.1|	43144	3257231404	80	81
gi|23216976|ref|NC_004197.1|	7276	3257275159	80	81
gi|9628445|ref|NC_001678.1|	8028	3257282601	80	81
gi|9627145|ref|NC_001531.1|	7746	3257290801	80	81
gi|317160469|ref|NC_014846.1|	1385	3257298761	80	81
gi|317160471|ref|NC_014845.1|	2739	3257300277	80	81
gi|317160968|ref|NC_014894.1|	2724	3257303160	80	81
gi|9627363|ref|NC_001591.1|	7560	3257305994	80	81
gi|317160975|ref|NC_014847.1|	2723	3257313757	80	81
gi|317160982|ref|NC_014895.1|	1373	3257316632	80	81
gi|317171909|ref|NC_014896.1|	1354	3257318134	80	81
gi|317453621|ref|NC_014897.1|	2744	3257319617	80	81
gi|318054196|ref|NC_014905.1|	9917	3257322458	80	81
gi|318054208|ref|NC_014906.1|	1356	3257332607	80	81
gi|318056034|ref|NC_014907.1|	1416	3257334077	80	81
gi|58532811|ref|NC_006820.1|	196280	3257335584	80	81
gi|319774833|ref|NC_014898.1|	10113	3257534386	80	81
gi|282599392|ref|NC_013691.1|	74901	3257544697	80	81
gi|282598847|ref|NC_013692.1|	72544	3257620606	80	81
gi|320339430|ref|NC_014977.1|	1183	3257694138	80	81
gi|320340134|ref|NC_014978.1|	3111	3257695417	80	81
gi|320202726|ref|NC_014968.1|	2799	3257698673	80	81
gi|189311143|ref|NC_010798.1|	2734	3257701574	80	81
gi|289163350|ref|NC_013774.1|	1767	3257704420	80	81
gi|197261329|ref|NC_011165.1|	64427	3257706281	80	81
gi|197261417|ref|NC_011166.1|	66530	3257771585	80	81
gi|218457801|ref|NC_011756.1|	66390	3257839016	80	81
gi|219523869|ref|NC_011810.1|	65764	3257906306	80	81
gi|9633613|ref|NC_000939.1|	4354	3257972959	80	81
gi|15029533|ref|NC_003031.1|	7687	3257977446	80	81
gi|18138525|ref|NC_003347.1|	7564	3257985299	80	81
gi|18138516|ref|NC_003348.1|	7879	3257993041	80	81
gi|18450258|ref|NC_003381.1|	7389	3258001089	80	81
gi|18677787|ref|NC_003397.1|	9992	3258008643	80	81
gi|18652416|ref|NC_003399.1|	9324	3258018829	80	81
gi|19352426|ref|NC_003434.1|	2746	3258028340	80	81
gi|20143432|ref|NC_003557.1|	8363	3258031188	80	81
gi|20143455|ref|NC_003561.1|	996	3258039736	80	81
gi|20143461|ref|NC_003564.1|	1020	3258040825	80	81
gi|20153395|ref|NC_003610.1|	6514	3258041937	80	81
gi|20889365|ref|NC_003878.1|	6513	3258048615	80	81
gi|21321727|ref|NC_003930.1|	11919	3258055287	80	81
gi|21427635|ref|NC_004011.1|	10142	3258067427	80	81
gi|21427645|ref|NC_004012.1|	8451	3258077758	80	81
gi|22122273|ref|NC_004086.1|	35450	3258086403	80	81
gi|23343515|ref|NC_004295.1|	5028	3258122366	80	81
gi|23395818|ref|NC_004300.1|	2757	3258127536	80	81
gi|29028717|ref|NC_004618.1|	2787	3258130403	80	81
gi|29294545|ref|NC_004651.1|	2714	3258133302	80	81
gi|30023513|ref|NC_004733.1|	1348	3258136145	80	81
gi|71480055|ref|NC_004830.2|	10140	3258137577	80	81
gi|33300809|ref|NC_005052.1|	1344	3258147947	80	81
gi|33438957|ref|NC_005057.1|	1367	3258149398	80	81
gi|33438959|ref|NC_005058.1|	1363	3258150883	80	81
gi|33438961|ref|NC_005059.1|	1363	3258152367	80	81
gi|33438963|ref|NC_005060.1|	1370	3258153843	80	81
gi|37674199|ref|NC_005138.1|	8394	3258155301	80	81
gi|38707562|ref|NC_005283.1|	15702	3258163869	80	81
gi|47177087|ref|NC_005875.1|	667	3258179863	80	81
gi|49248517|ref|NC_005947.1|	4302	3258180621	80	81
gi|51980126|ref|NC_006268.1|	75294	3258185047	80	81
gi|52093349|ref|NC_006271.1|	7034	3258261353	80	81
gi|155573622|ref|NC_006273.2|	235646	3258268543	80	81
gi|71037362|ref|NC_006383.2|	15948	3258507215	80	81
gi|54646388|ref|NC_006384.1|	2735	3258523443	80	81
gi|55770802|ref|NC_006440.1|	1839	3258526303	80	81
gi|55770804|ref|NC_006441.1|	2002	3258528255	80	81
gi|57790516|ref|NC_006631.1|	2747	3258530366	80	81
gi|57753434|ref|NC_006633.1|	27346	3258533241	80	81
gi|57753428|ref|NC_006634.1|	14975	3258561022	80	81
gi|57753420|ref|NC_006635.1|	29874	3258576278	80	81
gi|57659152|ref|NC_006636.1|	15876	3258606619	80	81
gi|57659187|ref|NC_006637.1|	14489	3258622787	80	81
gi|57659250|ref|NC_006641.1|	15959	3258637551	80	81
gi|57753400|ref|NC_006642.1|	14286	3258653804	80	81
gi|57659287|ref|NC_006643.1|	12903	3258668363	80	81
gi|57753395|ref|NC_006644.1|	16103	3258681522	80	81
gi|57659323|ref|NC_006645.1|	21388	3258697921	80	81
gi|57753388|ref|NC_006646.1|	31972	3258719671	80	81
gi|57659365|ref|NC_006647.1|	8785	3258752137	80	81
gi|57659393|ref|NC_006648.1|	15158	3258761126	80	81
gi|57753371|ref|NC_006650.1|	18768	3258776568	80	81
gi|57659440|ref|NC_006651.1|	19161	3258795665	80	81
gi|57659485|ref|NC_006653.1|	26062	3258815160	80	81
gi|57659519|ref|NC_006654.1|	13597	3258841642	80	81
gi|57659549|ref|NC_006655.1|	15279	3258855503	80	81
gi|57659582|ref|NC_006656.1|	12682	3258871067	80	81
gi|57659613|ref|NC_006657.1|	19820	3258884002	80	81
gi|57659643|ref|NC_006658.1|	30655	3258904164	80	81
gi|57659681|ref|NC_006659.1|	41573	3258935297	80	81
gi|57659716|ref|NC_006660.1|	20197	3258977484	80	81
gi|60683946|ref|NC_006876.1|	2768	3258998012	80	81
gi|57659745|ref|NC_006661.1|	11186	3259000909	80	81
gi|57659767|ref|NC_006662.1|	17477	3259012329	80	81
gi|68989216|ref|NC_007180.1|	9723	3259030098	80	81
gi|77734835|ref|NC_007210.2|	2758	3259040023	80	81
gi|71658834|ref|NC_007211.1|	2745	3259042901	80	81
gi|71658841|ref|NC_007212.1|	1347	3259045775	80	81
gi|71658843|ref|NC_007213.1|	1355	3259047228	80	81
gi|76803354|ref|NC_007433.1|	10429	3259048675	80	81
gi|83571707|ref|NC_007638.1|	2757	3259059303	80	81
gi|83571705|ref|NC_007639.1|	1365	3259062183	80	81
gi|83571702|ref|NC_007640.1|	1384	3259063651	80	81
gi|83659771|ref|NC_007642.1|	12807	3259065131	80	81
gi|84663872|ref|NC_007711.1|	1354	3259078181	80	81
gi|85667885|ref|NC_007723.1|	2761	3259079638	80	81
gi|85662375|ref|NC_007725.1|	895	3259082538	80	81
gi|110835685|ref|NC_008266.1|	8539	3259083523	80	81
gi|113972271|ref|NC_008316.1|	2767	3259092254	80	81
gi|113972278|ref|NC_008317.1|	2784	3259095143	80	81
gi|114067525|ref|NC_008329.1|	2752	3259098041	80	81
gi|145321028|ref|NC_009354.1|	2753	3259100907	80	81
gi|148717842|ref|NC_009526.1|	43864	3259103772	80	81
gi|158345134|ref|NC_009936.1|	41593	3259148259	80	81
gi|159035665|ref|NC_009951.1|	5075	3259190449	80	81
gi|166153475|ref|NC_010289.1|	2572	3259195673	80	81
gi|189311148|ref|NC_010799.1|	2740	3259198342	80	81
gi|190336506|ref|NC_010832.1|	7212	3259201181	80	81
gi|190336494|ref|NC_010954.1|	9656	3259208551	80	81
gi|190336491|ref|NC_010955.1|	10207	3259218418	80	81
gi|208429855|ref|NC_011318.1|	38753	3259228824	80	81
gi|218148540|ref|NC_011703.1|	66235	3259268133	80	81
gi|225220072|ref|NC_012223.1|	39792	3259335275	80	81
gi|238821317|ref|NC_012756.1|	31276	3259375638	80	81
gi|242345571|ref|NC_012884.1|	31147	3259407378	80	81
gi|255928922|ref|NC_013085.1|	194454	3259438990	80	81
gi|9625551|ref|NC_001339.1|	4789	3259635953	80	81
gi|9625568|ref|NC_001344.1|	3027	3259640871	80	81
gi|9626041|ref|NC_001354.1|	7614	3259644011	80	81
gi|51014188|ref|NC_001411.2|	3106	3259651787	80	81
gi|9626597|ref|NC_001457.1|	7353	3259655006	80	81
gi|9626605|ref|NC_001458.1|	7348	3259662526	80	81
gi|9627257|ref|NC_001576.1|	7919	3259670041	80	81
gi|9627305|ref|NC_001583.1|	7855	3259678134	80	81
gi|9627327|ref|NC_001586.1|	7961	3259686163	80	81
gi|9627334|ref|NC_001587.1|	7723	3259694299	80	81
gi|9627389|ref|NC_001595.1|	8027	3259702193	80	81
gi|9627396|ref|NC_001596.1|	7434	3259710395	80	81
gi|9628654|ref|NC_001702.1|	8135	3259717993	80	81
gi|9628874|ref|NC_001721.1|	3699	3259726297	80	81
gi|9628900|ref|NC_001725.1|	7876	3259730119	80	81
gi|9628912|ref|NC_001728.1|	6618	3259738169	80	81
gi|9629518|ref|NC_001822.1|	3662	3259744940	80	81
gi|9630630|ref|NC_001914.1|	8002	3259748724	80	81
gi|20153377|ref|NC_003602.1|	7599	3259756892	80	81
gi|310286518|ref|NC_014630.1|	1331	3259764674	80	81
gi|86515321|ref|NC_003604.2|	7351	3259766087	80	81
gi|20153387|ref|NC_003608.1|	3911	3259773611	80	81
gi|20564204|ref|NC_003828.1|	2773	3259777657	80	81
gi|21328570|ref|NC_003982.1|	7734	3259780536	80	81
gi|21335364|ref|NC_003983.1|	8828	3259788440	80	81
gi|22711883|ref|NC_004144.1|	1400	3259797444	80	81
gi|29126650|ref|NC_004626.1|	2741	3259798936	80	81
gi|38371716|ref|NC_005222.1|	6533	3259801783	80	81
gi|38371722|ref|NC_005225.1|	6550	3259808469	80	81
gi|56410431|ref|NC_006296.2|	15882	3259815183	80	81
gi|55831391|ref|NC_006451.1|	355	3259831357	80	81
gi|56403986|ref|NC_006507.1|	1418	3259831788	80	81
gi|56403988|ref|NC_006508.1|	2375	3259833295	80	81
gi|284925104|ref|NC_007730.2|	2745	3259835781	80	81
gi|85813359|ref|NC_007735.1|	1331	3259838642	80	81
gi|115357968|ref|NC_008393.1|	9890	3259840065	80	81
gi|124249189|ref|NC_008824.1|	9816	3259850156	80	81
gi|166369054|ref|NC_010297.1|	1338	3259860199	80	81
gi|194322731|ref|NC_011058.1|	2584	3259861633	80	81
gi|233799733|ref|NC_012665.1|	2743	3259864341	80	81
gi|239740609|ref|NC_012789.1|	1384	3259867216	80	81
gi|255983871|ref|NC_013103.1|	1369	3259868705	80	81
gi|261181253|ref|NC_013396.1|	3942	3259870219	80	81
gi|261181412|ref|NC_013397.1|	2968	3259874338	80	81
gi|261181528|ref|NC_013398.1|	2768	3259877471	80	81
gi|261181650|ref|NC_013399.1|	1983	3259880401	80	81
gi|261181767|ref|NC_013400.1|	1803	3259882536	80	81
gi|261181857|ref|NC_013401.1|	1640	3259884489	80	81
gi|261181982|ref|NC_013402.1|	1162	3259886277	80	81
gi|261182061|ref|NC_013403.1|	1186	3259887581	80	81
gi|261182158|ref|NC_013404.1|	1143	3259888909	80	81
gi|261597712|ref|NC_013405.1|	810	3259890195	80	81
gi|270358405|ref|NC_013423.1|	1364	3259891099	80	81
gi|272569246|ref|NC_013593.1|	1387	3259892568	80	81
gi|281334030|ref|NC_013637.1|	1348	3259894059	80	81
gi|288855749|ref|NC_013800.1|	1344	3259895516	80	81
gi|298388366|ref|NC_014064.1|	9489	3259896946	80	81
gi|295137050|ref|NC_014065.1|	1370	3259906644	80	81
gi|296006062|ref|NC_014127.1|	6517	3259908110	80	81
gi|296005648|ref|NC_014138.1|	2653	3259914785	80	81
gi|296005654|ref|NC_014139.1|	2618	3259917548	80	81
gi|311788799|ref|NC_014646.1|	1351	3259920290	80	81
gi|9629508|ref|NC_001818.1|	3803	3259921727	80	81
gi|18652418|ref|NC_003400.1|	6985	3259925642	80	81
gi|315506976|ref|NC_014821.1|	9311	3259932784	80	81
gi|322688186|ref|NC_015115.1|	3893	3259942286	80	81
gi|190149257|ref|NC_010944.1|	6381	3259946305	80	81
gi|322840368|ref|NC_015051.1|	2860	3259952846	80	81
gi|322867240|ref|NC_015069.1|	3628	3259955815	80	81
gi|322867242|ref|NC_015070.1|	2653	3259959562	80	81
gi|38707974|ref|NC_005285.1|	4744	3259962328	80	81
gi|323148013|ref|NC_015124.1|	2740	3259967209	80	81
gi|323361056|ref|NC_015123.1|	15131	3259970079	80	81
gi|323361058|ref|NC_015122.1|	2625	3259985490	80	81
gi|253729529|ref|NC_012931.1|	5673	3259988225	80	81
gi|148747798|ref|NC_009235.2|	48674	3259994056	80	81
gi|194100415|ref|NC_011043.1|	41181	3260043408	80	81
gi|194100467|ref|NC_011038.1|	38677	3260085173	80	81
gi|323409485|ref|NC_015126.1|	3958	3260124413	80	81
gi|323409487|ref|NC_015127.1|	3829	3260128500	80	81
gi|323409489|ref|NC_015128.1|	3907	3260132456	80	81
gi|323409491|ref|NC_015129.1|	2283	3260136491	80	81
gi|323409493|ref|NC_015130.1|	2158	3260138882	80	81
gi|312162798|ref|NC_014567.1|	156742	3260141140	80	81
gi|148877235|ref|NC_009570.1|	1349	3260299943	80	81
gi|57659461|ref|NC_006652.1|	4981	3260301403	80	81
gi|318065901|ref|NC_014900.1|	40986	3260306518	80	81
gi|323714223|ref|NC_015131.1|	1996	3260348096	80	81
gi|323714225|ref|NC_015132.1|	1645	3260350196	80	81
gi|323714227|ref|NC_015133.1|	1324	3260351941	80	81
gi|323714229|ref|NC_015134.1|	1202	3260353361	80	81
gi|323714231|ref|NC_015135.1|	1192	3260354658	80	81
gi|255252682|ref|NC_013059.1|	40975	3260355935	80	81
gi|321496547|ref|NC_015049.1|	124335	3260397495	80	81
gi|21450040|ref|NC_004034.1|	4844	3260523462	80	81
gi|315570366|ref|NC_014822.1|	2797	3260528455	80	81
gi|318054194|ref|NC_014904.1|	9760	3260531363	80	81
gi|321961793|ref|NC_015043.1|	2679	3260541327	80	81
gi|321961770|ref|NC_015044.1|	2668	3260544122	80	81
gi|321961702|ref|NC_015045.1|	2717	3260546908	80	81
gi|321961748|ref|NC_015046.1|	2680	3260549741	80	81
gi|321961721|ref|NC_015047.1|	2637	3260552537	80	81
gi|321958405|ref|NC_015048.1|	2682	3260555291	80	81
gi|32140169|ref|NC_004911.1|	2328	3260558112	80	81
gi|282598706|ref|NC_013696.1|	42822	3260560545	80	81
gi|301173443|ref|NC_014326.1|	7510	3260603986	80	81
gi|307691262|ref|NC_014542.1|	2763	3260611666	80	81
gi|9628421|ref|NC_001669.1|	5243	3260614526	80	81
gi|20428559|ref|NC_003768.1|	1066	3260619912	80	81
gi|9627219|ref|NC_001552.1|	15384	3260621051	80	81
gi|9626945|ref|NC_001498.1|	15894	3260636688	80	81
gi|9627229|ref|NC_001560.1|	11161	3260652862	80	81
gi|302585372|ref|NC_009424.4|	5159	3260664239	80	81
gi|12018225|ref|NC_002634.1|	9588	3260669531	80	81
gi|9626440|ref|NC_001434.1|	7176	3260679303	80	81
gi|123318702|ref|NC_005261.2|	137821	3260686638	80	81
gi|294441960|ref|NC_002190.2|	3909	3260826285	80	81
gi|288887367|ref|NC_013804.1|	145289	3260830310	80	81
gi|302861121|ref|NC_004913.2|	59866	3260977486	80	81
gi|9626123|ref|NC_001366.1|	8101	3261038159	80	81
gi|239828769|ref|NC_012799.1|	10282	3261046432	80	81
gi|146411807|ref|NC_009449.1|	1336	3261056939	80	81
gi|146411809|ref|NC_009450.1|	1350	3261058398	80	81
gi|260665870|ref|NC_013288.1|	191761	3261059840	80	81
gi|294336486|ref|NC_013640.2|	2823	3261254120	80	81
gi|57790931|ref|NC_006623.1|	148687	3261257047	80	81
gi|9632348|ref|NC_002039.1|	2947	3261407666	80	81
gi|9627493|ref|NC_001607.1|	8910	3261410716	80	81
gi|55770806|ref|NC_006429.1|	11940	3261419798	80	81
gi|80160542|ref|NC_007585.1|	1619	3261431960	80	81
gi|80160891|ref|NC_007588.1|	1317	3261433672	80	81
gi|80161069|ref|NC_007589.1|	1118	3261435078	80	81
gi|80161225|ref|NC_007590.1|	985	3261436283	80	81
gi|80161401|ref|NC_007591.1|	783	3261437354	80	81
gi|80161607|ref|NC_007592.1|	2052	3261438219	80	81
gi|66576233|ref|NC_007015.1|	7434	3261440378	80	81
gi|9626621|ref|NC_001460.1|	34125	3261447970	80	81
gi|9626158|ref|NC_001405.1|	35937	3261482587	80	81
gi|48696638|ref|NC_005879.1|	39853	3261519038	80	81
gi|48696682|ref|NC_005891.1|	39786	3261559454	80	81
gi|60115391|ref|NC_006852.1|	31526	3261599819	80	81
gi|68299727|ref|NC_007149.1|	39503	3261631803	80	81
gi|189909151|ref|NC_010819.1|	12972	3261671875	80	81
gi|9626243|ref|NC_001416.1|	48502	3261685084	80	81
gi|83700361|ref|NC_007649.1|	13936	3261734269	80	81
gi|78484344|ref|NC_007522.1|	9035	3261748468	80	81
gi|325965584|ref|NC_015220.1|	7241	3261757701	80	81
gi|9625875|ref|NC_001348.1|	124884	3261765099	80	81
gi|9633396|ref|NC_000902.1|	60942	3261891622	80	81
gi|9633804|ref|NC_001265.1|	4003	3261953395	80	81
gi|8486134|ref|NC_002021.1|	2341	3261957552	80	81
gi|9632386|ref|NC_002050.1|	4821	3261960003	80	81
gi|8486159|ref|NC_002210.1|	1191	3261964957	80	81
gi|9635581|ref|NC_002484.1|	56425	3261966230	80	81
gi|21326584|ref|NC_003977.1|	3215	3262023426	80	81
gi|30146781|ref|NC_004752.1|	9608	3262026746	80	81
gi|73912682|ref|NC_007375.1|	2341	3262036575	80	81
gi|56407093|ref|NC_002509.2|	9835	3262039013	80	81
gi|73852948|ref|NC_007358.1|	2341	3262049079	80	81
gi|320202734|ref|NC_014969.1|	44055	3262051516	80	81
gi|308928610|ref|NC_014598.1|	3948	3262096204	80	81
gi|308928608|ref|NC_014599.1|	3914	3262100284	80	81
gi|308928605|ref|NC_014600.1|	3818	3262104329	80	81
gi|308928603|ref|NC_014601.1|	3650	3262108277	80	81
gi|308928601|ref|NC_014602.1|	2563	3262112055	80	81
gi|308928599|ref|NC_014603.1|	1996	3262114733	80	81
gi|308928597|ref|NC_014604.1|	1957	3262116836	80	81
gi|308928595|ref|NC_014605.1|	1936	3262118900	80	81
gi|308928593|ref|NC_014606.1|	1205	3262120943	80	81
gi|308928590|ref|NC_014607.1|	1141	3262122247	80	81
gi|56698748|ref|NC_006563.1|	7722	3262123498	80	81
gi|109390374|ref|NC_008184.1|	7866	3262131401	80	81
gi|189043078|ref|NC_010739.1|	7582	3262139447	80	81
gi|297342356|ref|NC_014185.1|	7342	3262147197	80	81
gi|23309024|ref|NC_004275.1|	3916	3262154717	80	81
gi|23309028|ref|NC_004277.1|	1416	3262158768	80	81
gi|294854040|ref|NC_004282.4|	3860	3262160289	80	81
gi|23309040|ref|NC_004283.1|	1198	3262164284	80	81
gi|23309026|ref|NC_004276.1|	1196	3262165583	80	81
gi|23309030|ref|NC_004278.1|	2207	3262166880	80	81
gi|23309032|ref|NC_004279.1|	1331	3262169201	80	81
gi|23309034|ref|NC_004280.1|	2304	3262170635	80	81
gi|23309036|ref|NC_004281.1|	2235	3262173054	80	81
gi|23309022|ref|NC_004274.1|	3901	3262175403	80	81
gi|216905965|ref|NC_011645.1|	37456	3262179423	80	81
gi|326424956|ref|NC_015208.1|	39562	3262217420	80	81
gi|60683953|ref|NC_006874.1|	2777	3262257593	80	81
gi|326425018|ref|NC_015210.1|	61440	3262260477	80	81
gi|326536847|ref|NC_015262.1|	37664	3262322761	80	81
gi|314998981|ref|NC_014791.1|	9070	3262361004	80	81
gi|318069473|ref|NC_014927.1|	1838	3262370265	80	81
gi|318069476|ref|NC_014928.1|	1751	3262372203	80	81
gi|318069479|ref|NC_014929.1|	1703	3262374048	80	81
gi|318082874|ref|NC_014930.1|	1760	3262375853	80	81
gi|315064795|ref|NC_014790.1|	9858	3262377713	80	81
gi|326632894|ref|NC_015269.1|	118351	3262387770	80	81
gi|326633040|ref|NC_015271.1|	38368	3262507671	80	81
gi|307715266|ref|NC_014510.2|	2591	3262546603	80	81
gi|110804020|ref|NC_008265.1|	38092	3262549313	80	81
gi|326804500|ref|NC_015296.1|	157061	3262587952	80	81
gi|82547780|ref|NC_007612.1|	7412	3262747048	80	81
gi|327197584|ref|NC_015252.1|	36953	3262754623	80	81
gi|327197643|ref|NC_015253.1|	127065	3262792107	80	81
gi|327197843|ref|NC_015263.1|	114768	3262920831	80	81
gi|327197998|ref|NC_015265.1|	37236	3263037105	80	81
gi|327198045|ref|NC_015266.1|	40555	3263074878	80	81
gi|327198098|ref|NC_015270.1|	16945	3263116014	80	81
gi|327198269|ref|NC_015273.1|	32317	3263133243	80	81
gi|327198314|ref|NC_015274.1|	56506	3263166037	80	81
gi|327198387|ref|NC_015292.1|	84565	3263223321	80	81
gi|327198559|ref|NC_015295.1|	47279	3263309014	80	81
gi|327198628|ref|NC_015297.1|	5475	3263356954	80	81
gi|327198506|ref|NC_015293.1|	30651	3263362577	80	81
gi|27228716|ref|NC_004451.1|	8126	3263393680	80	81
gi|311977355|ref|NC_014649.1|	1181549	3263401989	80	81
gi|327409390|ref|NC_015254.1|	41518	3264598378	80	81
gi|327415370|ref|NC_015225.1|	35499	3264640484	80	81
gi|327415403|ref|NC_015226.1|	35512	3264676496	80	81
gi|219547604|ref|NC_011829.1|	8210	3264712545	80	81
gi|195661184|ref|NC_011109.1|	8089	3264720947	80	81
gi|321958368|ref|NC_015050.1|	6244	3264729212	80	81
gi|294768538|ref|NC_009011.2|	131331	3264735616	80	81
gi|323363050|ref|NC_015116.1|	7489	3264868658	80	81
gi|326536907|ref|NC_015264.1|	40973	3264876319	80	81
gi|21363127|ref|NC_003987.1|	7491	3264917874	80	81
gi|328545949|ref|NC_015328.1|	7723	3264925539	80	81
gi|328550464|ref|NC_015373.1|	4326	3264933431	80	81
gi|328550466|ref|NC_015374.1|	6327	3264937884	80	81
gi|328545954|ref|NC_015375.1|	1842	3264944363	80	81
gi|314055095|ref|NC_014789.1|	184409	3264946304	80	81
gi|326910936|ref|NC_015150.1|	5026	3265133088	80	81
gi|326537255|ref|NC_015228.1|	8837	3265138258	80	81
gi|326439148|ref|NC_015230.1|	19063	3265147262	80	81
gi|330370661|ref|NC_015397.1|	2566	3265166645	80	81
gi|330444744|ref|NC_015411.1|	4403	3265169332	80	81
gi|330444746|ref|NC_015412.1|	6439	3265173879	80	81
gi|330444748|ref|NC_015414.1|	7918	3265180475	80	81
gi|330444750|ref|NC_015415.1|	6360	3265188568	80	81
gi|330464826|ref|NC_015413.1|	1761	3265195096	80	81
gi|330858351|ref|NC_015453.1|	29017	3265196975	80	81
gi|330858398|ref|NC_015454.1|	29074	3265226450	80	81
gi|330858444|ref|NC_015456.1|	50661	3265255957	80	81
gi|330858525|ref|NC_015457.1|	165919	3265307321	80	81
gi|294661411|ref|NC_013649.2|	43809	3265475384	80	81
gi|331028054|ref|NC_015466.1|	62668	3265519818	80	81
gi|330370639|ref|NC_015393.1|	9999	3265583338	80	81
gi|110611894|ref|NC_008250.1|	7687	3265593535	80	81
gi|156519332|ref|NC_009750.1|	7790	3265601392	80	81
gi|331271175|ref|NC_015455.1|	26284	3265609348	80	81
gi|326536103|ref|NC_015249.1|	39270	3265636035	80	81
gi|326536151|ref|NC_015250.1|	159801	3265675868	80	81
gi|326536409|ref|NC_015251.1|	235229	3265837734	80	81
gi|326804341|ref|NC_015294.1|	93398	3266075977	80	81
gi|332288077|ref|NC_015325.1|	7584	3266170631	80	81
gi|332290590|ref|NC_015468.1|	4848	3266178431	80	81
gi|332290611|ref|NC_015469.1|	8876	3266183461	80	81
gi|332290613|ref|NC_015487.1|	2641	3266192534	80	81
gi|332290618|ref|NC_015488.1|	2611	3266195292	80	81
gi|332290623|ref|NC_015489.1|	2551	3266198019	80	81
gi|332290626|ref|NC_015490.1|	2640	3266200690	80	81
gi|332290631|ref|NC_015491.1|	2585	3266203451	80	81
gi|332290634|ref|NC_015492.1|	7452	3266206160	80	81
gi|332290641|ref|NC_015493.1|	5821	3266213797	80	81
gi|332304382|ref|NC_015502.1|	7519	3266219762	80	81
gi|332308935|ref|NC_015503.1|	7458	3266227446	80	81
gi|332308939|ref|NC_015504.1|	7401	3266235069	80	81
gi|332308943|ref|NC_015505.1|	7532	3266242634	80	81
gi|332308947|ref|NC_015506.1|	7408	3266250332	80	81
gi|332308951|ref|NC_015507.1|	7769	3266257904	80	81
gi|195546530|ref|NC_011103.1|	60195	3266265840	80	81
gi|332672294|ref|NC_015209.1|	10638	3266326866	80	81
gi|332672310|ref|NC_015327.1|	1396	3266337741	80	81
gi|169822861|ref|NC_010439.1|	2723	3266339237	80	81
gi|169822868|ref|NC_010440.1|	2761	3266342081	80	81
gi|303308462|ref|NC_010441.2|	2750	3266344963	80	81
gi|332290587|ref|NC_015467.1|	3067	3266347869	80	81
gi|333595893|ref|NC_015553.1|	2689	3266351053	80	81
gi|333798107|ref|NC_015568.1|	41090	3266353852	80	81
gi|325961446|ref|NC_015212.1|	2164	3266395535	80	81
gi|327409465|ref|NC_015323.1|	45667	3266397793	80	81
gi|330850808|ref|NC_015450.1|	4185	3266444104	80	81
gi|330850810|ref|NC_015451.1|	6393	3266448415	80	81
gi|330850812|ref|NC_015452.1|	1830	3266454961	80	81
gi|327409458|ref|NC_015317.1|	2782	3266456906	80	81
gi|331271216|ref|NC_015324.1|	2824	3266459813	80	81
gi|330370657|ref|NC_015396.1|	2383	3266462739	80	81
gi|333595888|ref|NC_015552.1|	6791	3266465227	80	81
gi|9630317|ref|NC_001890.1|	4215	3266472176	80	81
gi|306478709|ref|NC_014473.1|	2744	3266476517	80	81
gi|9791176|ref|NC_002180.1|	4532	3266479365	80	81
gi|334847635|ref|NC_015627.1|	2601	3266484037	80	81
gi|334847641|ref|NC_015628.1|	2553	3266486754	80	81
gi|23238149|ref|NC_004209.1|	1259	3266489411	80	81
gi|327409548|ref|NC_015326.1|	346754	3266490748	80	81
gi|335352415|ref|NC_015521.1|	7310	3266841907	80	81
gi|50253373|ref|NC_006020.1|	1748	3266849367	80	81
gi|56403977|ref|NC_006495.1|	2212	3266851181	80	81
gi|56403979|ref|NC_006496.1|	1927	3266853465	80	81
gi|307346911|ref|NC_014509.1|	4248	3266855493	80	81
gi|335999437|ref|NC_015631.1|	1395	3266859890	80	81
gi|317453629|ref|NC_014902.1|	2727	3266861394	80	81
gi|317453636|ref|NC_014903.1|	2679	3266864247	80	81
gi|336042307|ref|NC_015639.1|	6688	3266867043	80	81
gi|336125399|ref|NC_015655.1|	8082	3266873888	80	81
gi|336284682|ref|NC_001545.2|	9762	3266882134	80	81
gi|332290646|ref|NC_015494.1|	1696	3266892095	80	81
gi|332290648|ref|NC_015495.1|	1415	3266893889	80	81
gi|326910942|ref|NC_015298.1|	7026	3266895394	80	81
gi|326910944|ref|NC_015299.1|	2245	3266902580	80	81
gi|326910946|ref|NC_015300.1|	1544	3266904926	80	81
gi|326910948|ref|NC_015301.1|	1541	3266906562	80	81
gi|338209349|ref|NC_015668.1|	20128	3266908185	80	81
gi|338209357|ref|NC_015691.1|	7632	3266928655	80	81
gi|338209365|ref|NC_015692.1|	7686	3266936469	80	81
gi|335352402|ref|NC_015394.2|	9682	3266944326	80	81
gi|334265679|ref|NC_015398.1|	101487	3266954211	80	81
gi|338777097|ref|NC_005041.2|	5335	3267057046	80	81
gi|338826803|ref|NC_015718.1|	4926	3267062528	80	81
gi|338826807|ref|NC_015719.1|	40940	3267067589	80	81
gi|338826915|ref|NC_015721.1|	23931	3267109116	80	81
gi|338827142|ref|NC_015585.1|	43032	3267133418	80	81
gi|338826857|ref|NC_015720.1|	45530	3267177056	80	81
gi|339276104|ref|NC_007815.2|	8197	3267223223	80	81
gi|339276123|ref|NC_015523.1|	6175	3267231600	80	81
gi|325170966|ref|NC_015157.1|	125956	3267237919	80	81
gi|325171199|ref|NC_015158.1|	49675	3267365516	80	81
gi|325171272|ref|NC_015159.1|	39162	3267415878	80	81
gi|339832375|ref|NC_015783.1|	3725	3267455596	80	81
gi|340034686|ref|NC_015843.1|	10916	3267459430	80	81
gi|23238139|ref|NC_004199.1|	756	3267470567	80	81
gi|23238145|ref|NC_004207.1|	1054	3267471416	80	81
gi|23238147|ref|NC_004208.1|	1114	3267472567	80	81
gi|23238151|ref|NC_004210.1|	3774	3267473778	80	81
gi|23238153|ref|NC_004212.1|	3035	3267477683	80	81
gi|23238155|ref|NC_004213.1|	2415	3267480839	80	81
gi|23238157|ref|NC_004214.1|	2121	3267483368	80	81
gi|23238159|ref|NC_004215.1|	1947	3267485599	80	81
gi|23238161|ref|NC_004216.1|	1670	3267487654	80	81
gi|50253407|ref|NC_005998.1|	2747	3267489434	80	81
gi|50253409|ref|NC_005999.1|	2024	3267492305	80	81
gi|50253411|ref|NC_006000.1|	2017	3267494444	80	81
gi|50253413|ref|NC_006001.1|	1664	3267496576	80	81
gi|50253415|ref|NC_006002.1|	1657	3267498350	80	81
gi|50253417|ref|NC_006003.1|	1463	3267500117	80	81
gi|50253419|ref|NC_006004.1|	1256	3267501688	80	81
gi|50253421|ref|NC_006005.1|	764	3267503049	80	81
gi|50253423|ref|NC_006006.1|	764	3267503913	80	81
gi|94717691|ref|NC_008007.1|	15812	3267504788	80	81
gi|38371703|ref|NC_005220.1|	3229	3267520882	80	81
gi|77020114|ref|NC_007461.1|	4530	3267524217	80	81
gi|148717839|ref|NC_009536.1|	2309	3267528894	80	81
gi|38371723|ref|NC_005215.1|	3696	3267531317	80	81
gi|50261330|ref|NC_006019.1|	1169	3267535156	80	81
gi|282599175|ref|NC_013693.1|	158006	3267536415	80	81
gi|68532375|ref|NC_007155.1|	3568	3267696484	80	81
gi|319976668|ref|NC_014954.1|	7182	3267700175	80	81
gi|319962668|ref|NC_014955.1|	7125	3267707525	80	81
gi|319962660|ref|NC_014956.1|	7309	3267714818	80	81
gi|319976684|ref|NC_014952.1|	7259	3267722297	80	81
gi|319976676|ref|NC_014953.1|	7219	3267729725	80	81
gi|317046144|ref|NC_014835.1|	7164	3267737113	80	81
gi|148717937|ref|NC_009530.1|	10180	3267744456	80	81
gi|148747790|ref|NC_009553.1|	2752	3267754845	80	81
gi|148839269|ref|NC_009568.1|	7522	3267757711	80	81
gi|157939586|ref|NC_009892.1|	9005	3267765405	80	81
gi|160700552|ref|NC_009989.1|	27751	3267774588	80	81
gi|160700528|ref|NC_009994.1|	9570	3267802768	80	81
gi|164519195|ref|NC_010240.1|	169794	3267812540	80	81
gi|340616006|ref|NC_015784.1|	7752	3267984535	80	81
gi|156563980|ref|NC_009756.1|	4449	3267992453	80	81
gi|156563984|ref|NC_009757.1|	9236	3267997028	80	81
gi|156563987|ref|NC_009758.1|	8926	3268006450	80	81
gi|9632388|ref|NC_002051.1|	2916	3268015568	80	81
gi|333798163|ref|NC_015569.1|	178563	3268018597	80	81
gi|194351513|ref|NC_011062.1|	6539	3268199456	80	81
gi|190149262|ref|NC_010946.1|	2724	3268206170	80	81
gi|167006425|ref|NC_010314.1|	1090	3268209006	80	81
gi|167006428|ref|NC_010316.1|	1087	3268210187	80	81
gi|167006430|ref|NC_010317.1|	1074	3268211365	80	81
gi|167006434|ref|NC_010319.1|	1099	3268212530	80	81
gi|165973999|ref|NC_010277.1|	5387	3268213716	80	81
gi|189009876|ref|NC_010735.1|	9742	3268219235	80	81
gi|189009878|ref|NC_010736.1|	9842	3268229180	80	81
gi|195546756|ref|NC_011106.1|	7564	3268239212	80	81
gi|194473848|ref|NC_011086.1|	6290	3268246947	80	81
gi|194871987|ref|NC_011097.1|	9205	3268253390	80	81
gi|339905986|ref|NC_015780.1|	205791	3268262784	80	81
gi|330339438|ref|NC_015399.1|	1957	3268471214	80	81
gi|326631676|ref|NC_015267.1|	7679	3268473286	80	81
gi|326631684|ref|NC_015268.1|	7906	3268481151	80	81
gi|157781208|ref|NC_009825.1|	9355	3268489224	80	81
gi|157781210|ref|NC_009826.1|	9343	3268498764	80	81
gi|157781212|ref|NC_009823.1|	9711	3268508301	80	81
gi|157781214|ref|NC_009827.1|	9628	3268518211	80	81
gi|157939570|ref|NC_009887.1|	7421	3268528030	80	81
gi|157781216|ref|NC_009824.1|	9456	3268535612	80	81
gi|161984671|ref|NC_010126.1|	1371	3268545285	80	81
gi|157265283|ref|NC_009805.1|	9636	3268546747	80	81
gi|167006432|ref|NC_010318.1|	1015	3268556583	80	81
gi|341926380|ref|NC_015874.1|	20192	3268557674	80	81
gi|314953947|ref|NC_014794.1|	2627	3268578234	80	81
gi|314953951|ref|NC_014795.1|	2572	3268581009	80	81
gi|326425105|ref|NC_015211.1|	5813	3268583696	80	81
gi|157311299|ref|NC_009821.1|	164270	3268589656	80	81
gi|224460770|ref|NC_012122.1|	5206	3268756044	80	81
gi|224460777|ref|NC_012123.1|	7802	3268761388	80	81
gi|229605058|ref|NC_012664.1|	2754	3268769368	80	81
gi|238563974|ref|NC_012728.1|	7961	3268772230	80	81
gi|343098545|ref|NC_015877.1|	3903	3268780371	80	81
gi|343098547|ref|NC_015878.1|	3838	3268784403	80	81
gi|343098549|ref|NC_015879.1|	3766	3268788369	80	81
gi|343098551|ref|NC_015880.1|	2292	3268792263	80	81
gi|343098553|ref|NC_015881.1|	2143	3268794664	80	81
gi|343098555|ref|NC_015882.1|	1892	3268796914	80	81
gi|343098557|ref|NC_015883.1|	1311	3268798910	80	81
gi|343098559|ref|NC_015884.1|	1253	3268800318	80	81
gi|343098561|ref|NC_015885.1|	887	3268801667	80	81
gi|343098564|ref|NC_015886.1|	1150	3268802646	80	81
gi|209978775|ref|NC_011423.1|	111724	3268803897	80	81
gi|281415946|ref|NC_013650.1|	155445	3268917091	80	81
gi|282598606|ref|NC_013694.1|	51376	3269074556	80	81
gi|304360758|ref|NC_014458.1|	59598	3269126652	80	81
gi|304360853|ref|NC_014459.1|	59798	3269187069	80	81
gi|304360949|ref|NC_014461.1|	73453	3269247690	80	81
gi|330370654|ref|NC_015395.1|	6942	3269322131	80	81
gi|343469028|ref|NC_015928.1|	1377	3269329256	80	81
gi|343469030|ref|NC_015929.1|	1343	3269330748	80	81
gi|203449525|ref|NC_011268.1|	2743	3269332187	80	81
gi|253761974|ref|NC_012959.1|	34920	3269335033	80	81
gi|27881465|ref|NC_004542.1|	8513	3269370456	80	81
gi|288804639|ref|NC_013797.1|	108592	3269379150	80	81
gi|345107188|ref|NC_015960.1|	175699	3269489162	80	81
gi|345461093|ref|NC_015934.1|	7749	3269667125	80	81
gi|345461107|ref|NC_015938.1|	89916	3269675041	80	81
gi|345461259|ref|NC_015940.1|	7753	3269766148	80	81
gi|345461275|ref|NC_015941.1|	7693	3269774065	80	81
gi|30271926|ref|NC_004718.3|	29751	3269781919	80	81
gi|203454602|ref|NC_011273.1|	164602	3269812116	80	81
gi|223869186|ref|NC_012092.1|	3606	3269978860	80	81
gi|223869191|ref|NC_012093.1|	2578	3269982596	80	81
gi|273810554|ref|NC_013600.1|	45169	3269985274	80	81
gi|211774534|ref|NC_011515.1|	4193	3270031076	80	81
gi|332925434|ref|NC_015227.2|	3929	3270035387	80	81
gi|308814349|ref|NC_014594.1|	1371	3270039456	80	81
gi|343960381|ref|NC_015937.1|	151483	3270040911	80	81
gi|318065965|ref|NC_014899.1|	35203	3270194356	80	81
gi|346421290|ref|NC_007919.3|	12333	3270230059	80	81
gi|346683610|ref|NC_016003.1|	6495	3270242618	80	81
gi|320202719|ref|NC_014967.1|	3956	3270249270	80	81
gi|338826797|ref|NC_015706.1|	7718	3270253343	80	81
gi|347750411|ref|NC_012743.2|	62715	3270261234	80	81
gi|347750413|ref|NC_016013.1|	7048	3270324814	80	81
gi|347750421|ref|NC_016014.1|	7784	3270332023	80	81
gi|347762073|ref|NC_016031.1|	5278	3270339973	80	81
gi|347762078|ref|NC_016032.1|	5177	3270345387	80	81
gi|21716071|ref|NC_004065.1|	230278	3270350696	80	81
gi|345462124|ref|NC_015935.1|	6543	3270583932	80	81
gi|22549402|ref|NC_004117.1|	158482	3270590631	80	81
gi|326537265|ref|NC_015229.1|	6704	3270751170	80	81
gi|258611051|ref|NC_013236.1|	7810	3270758030	80	81
gi|258611059|ref|NC_013237.1|	8242	3270766010	80	81
gi|259120461|ref|NC_013262.1|	7586	3270774435	80	81
gi|257796352|ref|NC_013218.1|	6082	3270782192	80	81
gi|257796354|ref|NC_013219.1|	3985	3270788427	80	81
gi|349641625|ref|NC_016044.1|	9595	3270792532	80	81
gi|253761958|ref|NC_012957.1|	7982	3270802311	80	81
gi|262216749|ref|NC_013447.1|	16614	3270810477	80	81
gi|131840030|ref|NC_009127.1|	295146	3270827370	80	81
gi|195546694|ref|NC_011108.1|	4198	3271126282	80	81
gi|152994036|ref|NC_009657.1|	28203	3271130613	80	81
gi|353072697|ref|NC_011504.2|	751	3271159240	80	81
gi|353072704|ref|NC_011505.2|	667	3271160072	80	81
gi|61602086|ref|NC_006879.1|	34450	3271160815	80	81
gi|342243406|ref|NC_015781.2|	14728	3271195769	80	81
gi|353332641|ref|NC_016084.1|	5906	3271210773	80	81
gi|353332643|ref|NC_016085.1|	3935	3271216844	80	81
gi|353332645|ref|NC_016086.1|	2588	3271220920	80	81
gi|353332650|ref|NC_016087.1|	1724	3271223632	80	81
gi|351694292|ref|NC_011510.2|	2362	3271225448	80	81
gi|354459081|ref|NC_016136.1|	12875	3271227914	80	81
gi|352950877|ref|NC_011500.2|	1614	3271241020	80	81
gi|352950878|ref|NC_011501.2|	1105	3271242725	80	81
gi|352950879|ref|NC_011502.2|	1059	3271243914	80	81
gi|352950880|ref|NC_011503.2|	1062	3271245057	80	81
gi|352950881|ref|NC_011506.2|	2693	3271246203	80	81
gi|352950882|ref|NC_011507.2|	3302	3271249000	80	81
gi|352950883|ref|NC_011508.2|	2591	3271252414	80	81
gi|352950884|ref|NC_011509.2|	1356	3271255108	80	81
gi|98960849|ref|NC_008039.1|	3374	3271256551	80	81
gi|261597694|ref|NC_013414.1|	2733	3271260054	80	81
gi|273809542|ref|NC_013597.1|	43970	3271262898	80	81
gi|288804632|ref|NC_013796.1|	5112	3271307501	80	81
gi|292559580|ref|NC_013999.1|	11563	3271312764	80	81
gi|308814735|ref|NC_014597.1|	1379	3271324558	80	81
gi|315111586|ref|NC_014799.1|	2542	3271326064	80	81
gi|315573168|ref|NC_014823.1|	5196	3271328723	80	81
gi|314121562|ref|NC_014792.1|	169285	3271334065	80	81
gi|340025671|ref|NC_000852.5|	330611	3271505553	80	81
gi|261597702|ref|NC_013415.1|	2657	3271840383	80	81
gi|308814737|ref|NC_014596.1|	2707	3271843157	80	81
gi|315111550|ref|NC_004635.2|	2608	3271846007	80	81
gi|156522770|ref|NC_009752.1|	7791	3271848720	80	81
gi|253750530|ref|NC_012936.1|	31250	3271856680	80	81
gi|253756580|ref|NC_012948.1|	30969	3271888406	80	81
gi|253756605|ref|NC_012950.1|	30953	3271919849	80	81
gi|253761971|ref|NC_012958.1|	4806	3271951256	80	81
gi|254666617|ref|NC_013007.1|	16354	3271956196	80	81
gi|262396908|ref|NC_013460.1|	3112	3271972845	80	81
gi|262396911|ref|NC_013461.1|	1422	3271976085	80	81
gi|262396913|ref|NC_013462.1|	8931	3271977626	80	81
gi|262396916|ref|NC_013463.1|	7180	3271986770	80	81
gi|262396919|ref|NC_013464.1|	2744	3271994111	80	81
gi|354951927|ref|NC_015629.1|	3480	3271996963	80	81
gi|345461828|ref|NC_015933.1|	72917	3272000565	80	81
gi|355348565|ref|NC_016141.1|	8372	3272074474	80	81
gi|355348567|ref|NC_016142.1|	3134	3272083031	80	81
gi|355348571|ref|NC_016143.1|	3196	3272086285	80	81
gi|334847621|ref|NC_015626.1|	7801	3272089591	80	81
gi|355469071|ref|NC_016144.1|	18927	3272097551	80	81
gi|356457872|ref|NC_000883.2|	5596	3272116784	80	81
gi|339276119|ref|NC_015522.1|	6423	3272122523	80	81
gi|19744949|ref|NC_003466.1|	1871	3272129098	80	81
gi|38371725|ref|NC_005216.1|	2059	3272131069	80	81
gi|38371720|ref|NC_005224.1|	1830	3272133227	80	81
gi|356457881|ref|NC_005227.2|	1831	3272135149	80	81
gi|356870600|ref|NC_016158.1|	49576	3272137075	80	81
gi|356870677|ref|NC_016160.1|	36661	3272187342	80	81
gi|356870736|ref|NC_016161.1|	38013	3272224533	80	81
gi|356870838|ref|NC_016165.1|	39283	3272263095	80	81
gi|352749693|ref|NC_016080.1|	8315	3272302948	80	81
gi|158976983|ref|NC_001474.2|	10723	3272311430	80	81
gi|163644368|ref|NC_001475.2|	10707	3272322351	80	81
gi|9626685|ref|NC_001477.1|	10735	3272333253	80	81
gi|12084822|ref|NC_002640.1|	10649	3272344185	80	81
gi|357580071|ref|NC_016405.1|	10347	3272355046	80	81
gi|357580105|ref|NC_012211.2|	7118	3272365586	80	81
gi|226466498|ref|NC_012553.1|	2609	3272372877	80	81
gi|318088758|ref|NC_012554.2|	2578	3272375603	80	81
gi|332672312|ref|NC_015464.1|	135041	3272378292	80	81
gi|356640291|ref|NC_016154.1|	218041	3272515119	80	81
gi|358356468|ref|NC_016159.1|	9626	3272735958	80	81
gi|358356470|ref|NC_016162.1|	7103	3272745774	80	81
gi|358356482|ref|NC_016163.1|	262391	3272753038	80	81
gi|358356850|ref|NC_016166.1|	74431	3273018777	80	81
gi|358356460|ref|NC_016157.1|	7326	3273094217	80	81
gi|358356445|ref|NC_009993.2|	53746	3273101709	80	81
gi|192823813|ref|NC_011022.1|	51621	3273156199	80	81
gi|192823901|ref|NC_011020.1|	50968	3273208541	80	81
gi|192823996|ref|NC_011019.1|	53572	3273260219	80	81
gi|350528582|ref|NC_015961.1|	2605	3273314577	80	81
gi|350528585|ref|NC_015962.1|	2625	3273317331	80	81
gi|348020285|ref|NC_016038.1|	5666	3273320060	80	81
gi|359683123|ref|NC_016436.1|	16404	3273325883	80	81
gi|359745340|ref|NC_016438.1|	43883	3273342573	80	81
gi|359802265|ref|NC_016434.1|	65839	3273387073	80	81
gi|359802358|ref|NC_016435.1|	65766	3273453803	80	81
gi|326781756|ref|NC_015279.1|	190789	3273520466	80	81
gi|326782024|ref|NC_015280.1|	181044	3273713716	80	81
gi|326782266|ref|NC_015281.1|	179563	3273897099	80	81
gi|326782497|ref|NC_015282.1|	174079	3274078981	80	81
gi|326782732|ref|NC_015283.1|	176428	3274255313	80	81
gi|326782972|ref|NC_015284.1|	183806	3274434023	80	81
gi|326783215|ref|NC_015285.1|	174285	3274620203	80	81
gi|326783443|ref|NC_015286.1|	175230	3274796741	80	81
gi|326783659|ref|NC_015287.1|	232878	3274974237	80	81
gi|326783979|ref|NC_015288.1|	191195	3275210101	80	81
gi|326784214|ref|NC_015289.1|	176184	3275403761	80	81
gi|326784440|ref|NC_015290.1|	182180	3275582225	80	81
gi|359946431|ref|NC_012783.2|	226205	3275766760	80	81
gi|360040872|ref|NC_016441.1|	9649	3275995863	80	81
gi|360040900|ref|NC_016447.1|	219474	3276005702	80	81
gi|360086494|ref|NC_016448.1|	196691	3276227993	80	81
gi|358356446|ref|NC_016156.1|	7391	3276427211	80	81
gi|9627909|ref|NC_001629.1|	22195	3276434765	80	81
gi|363539522|ref|NC_016071.1|	145964	3276457311	80	81
gi|363539767|ref|NC_016072.1|	1259197	3276605169	80	81
gi|363540888|ref|NC_016074.1|	7873	3277880178	80	81
gi|363540896|ref|NC_016075.1|	7774	3277888223	80	81
gi|363540904|ref|NC_016076.1|	7828	3277896168	80	81
gi|363540913|ref|NC_016437.1|	26340	3277904172	80	81
gi|255033713|ref|NC_013055.1|	39896	3277930913	80	81
gi|257136356|ref|NC_013195.1|	40761	3277971382	80	81
gi|257136433|ref|NC_013197.1|	17036	3278012722	80	81
gi|299778956|ref|NC_014260.1|	172253	3278030046	80	81
gi|363542401|ref|NC_015586.1|	5819	3278204532	80	81
gi|363987117|ref|NC_015939.1|	10438	3278210509	80	81
gi|156447515|ref|NC_009741.1|	9804	3278221154	80	81
gi|156447513|ref|NC_009745.1|	9711	3278231155	80	81
gi|160700540|ref|NC_009995.1|	9730	3278241069	80	81
gi|256398147|ref|NC_013133.1|	6228	3278251007	80	81
gi|256398150|ref|NC_013134.1|	3007	3278257399	80	81
gi|351518443|ref|NC_016073.1|	157950	3278260515	80	81
gi|365824262|ref|NC_016418.1|	9565	3278420513	80	81
gi|262392379|ref|NC_013455.1|	7317	3278430274	80	81
gi|148717968|ref|NC_009533.1|	4293	3278437761	80	81
gi|197725705|ref|NC_011189.1|	3418	3278442192	80	81
gi|197725710|ref|NC_011190.1|	5862	3278445737	80	81
gi|253756593|ref|NC_012949.1|	30953	3278451777	80	81
gi|242915933|ref|NC_012909.1|	8591	3278483194	80	81
gi|366091748|ref|NC_016519.1|	6514	3278491976	80	81
gi|366898511|ref|NC_016509.1|	18659	3278498658	80	81
gi|366091740|ref|NC_016517.1|	3250	3278517630	80	81
gi|366091742|ref|NC_016518.1|	3427	3278521000	80	81
gi|370882203|ref|NC_016536.1|	662	3278524557	80	81
gi|371496125|ref|NC_016564.1|	95299	3278525302	80	81
gi|371496268|ref|NC_016566.1|	44077	3278621861	80	81
gi|371496326|ref|NC_016567.1|	81184	3278666556	80	81
gi|371670910|ref|NC_016562.1|	132662	3278748827	80	81
gi|371671060|ref|NC_016563.1|	156897	3278883217	80	81
gi|371671319|ref|NC_016565.1|	18168	3279042151	80	81
gi|371671341|ref|NC_016568.1|	24645	3279060622	80	81
gi|372199367|ref|NC_016570.1|	157304	3279085657	80	81
gi|372199572|ref|NC_016573.1|	2678	3279245008	80	81
gi|372199578|ref|NC_016574.1|	2649	3279247803	80	81
gi|372199584|ref|NC_016575.1|	2727	3279250564	80	81
gi|372199591|ref|NC_016576.1|	2661	3279253404	80	81
gi|372199594|ref|NC_016577.1|	2633	3279256182	80	81
gi|372199603|ref|NC_016579.1|	2614	3279258928	80	81
gi|372204028|ref|NC_016580.1|	2540	3279261666	80	81
gi|372204034|ref|NC_016581.1|	2494	3279264329	80	81
gi|372204037|ref|NC_016647.1|	5076	3279266929	80	81
gi|372204042|ref|NC_016648.1|	13459	3279272147	80	81
gi|372208450|ref|NC_016649.1|	2750	3279285858	80	81
gi|372217586|ref|NC_016569.1|	46140	3279288711	80	81
gi|372217655|ref|NC_016656.1|	45890	3279335494	80	81
gi|372217712|ref|NC_016657.1|	47055	3279382026	80	81
gi|372217768|ref|NC_016658.1|	47741	3279429738	80	81
gi|372217834|ref|NC_016659.1|	47536	3279478146	80	81
gi|372293674|ref|NC_016572.1|	2661	3279526357	80	81
gi|372449733|ref|NC_016650.1|	48072	3279529123	80	81
gi|372449800|ref|NC_016651.1|	14270	3279577867	80	81
gi|372449821|ref|NC_016652.1|	49330	3279592387	80	81
gi|372449904|ref|NC_016653.1|	46586	3279642405	80	81
gi|372449971|ref|NC_016654.1|	39474	3279689645	80	81
gi|372450032|ref|NC_016655.1|	51342	3279729684	80	81
gi|372199597|ref|NC_016578.1|	2725	3279781748	80	81
gi|370702946|ref|NC_004156.2|	231621	3279784584	80	81
gi|373231359|ref|NC_006940.2|	40793	3280019171	80	81
gi|11528013|ref|NC_001563.2|	10962	3280060537	80	81
gi|158516887|ref|NC_009942.1|	11029	3280071701	80	81
gi|269838879|ref|NC_010811.2|	231255	3280082937	80	81
gi|327198122|ref|NC_015272.1|	88322	3280317155	80	81
gi|356491217|ref|NC_016152.1|	3377	3280406651	80	81
gi|356491220|ref|NC_016153.1|	7230	3280410140	80	81
gi|269838911|ref|NC_012091.2|	6501	3280417545	80	81
gi|9629456|ref|NC_001809.1|	10871	3280424192	80	81
gi|374504754|ref|NC_016757.1|	4942	3280435291	80	81
gi|374504757|ref|NC_016758.1|	3685	3280440387	80	81
gi|374504762|ref|NC_016759.1|	4352	3280444211	80	81
gi|374504766|ref|NC_016760.1|	4099	3280448710	80	81
gi|374531191|ref|NC_016761.1|	38684	3280452932	80	81
gi|374531244|ref|NC_016762.1|	49135	3280492173	80	81
gi|374531598|ref|NC_016764.1|	40058	3280541993	80	81
gi|374531645|ref|NC_016765.1|	54024	3280582631	80	81
gi|374531848|ref|NC_016767.1|	60714	3280637399	80	81
gi|90592575|ref|NC_007924.1|	38239	3280698944	80	81
gi|345462093|ref|NC_015932.1|	31616	3280737726	80	81
gi|371671369|ref|NC_016571.1|	284757	3280769808	80	81
gi|318065792|ref|NC_014901.1|	59230	3281058197	80	81
gi|338827012|ref|NC_015584.1|	75960	3281118243	80	81
gi|374671600|ref|NC_016770.1|	47159	3281195227	80	81
gi|374674409|ref|NC_016752.1|	4595	3281243058	80	81
gi|334285101|ref|NC_015524.1|	6519	3281247789	80	81
gi|331027904|ref|NC_015463.1|	72332	3281254465	80	81
gi|331028007|ref|NC_015465.1|	33004	3281327777	80	81
gi|356870794|ref|NC_016164.1|	30332	3281361269	80	81
gi|374531742|ref|NC_016766.1|	69420	3281392056	80	81
gi|375267221|ref|NC_016763.1|	43221	3281462413	80	81
gi|10313991|ref|NC_002549.1|	18959	3281506255	80	81
gi|375294199|ref|NC_016874.1|	3780	3281525540	80	81
gi|375298197|ref|NC_016875.1|	3325	3281529457	80	81
gi|375298199|ref|NC_016876.1|	2031	3281532913	80	81
gi|375298260|ref|NC_016877.1|	1761	3281535059	80	81
gi|375298262|ref|NC_016878.1|	1121	3281536933	80	81
gi|375298264|ref|NC_016879.1|	4012	3281538158	80	81
gi|375298266|ref|NC_016880.1|	3729	3281542310	80	81
gi|375298268|ref|NC_016881.1|	2238	3281546175	80	81
gi|375298270|ref|NC_016882.1|	1937	3281548530	80	81
gi|375298272|ref|NC_016883.1|	1205	3281550581	80	81
gi|347762083|ref|NC_016033.1|	4152	3281551885	80	81
gi|365824248|ref|NC_016416.1|	13830	3281556175	80	81
gi|365824255|ref|NC_016417.1|	13807	3281570264	80	81
gi|339906182|ref|NC_015782.1|	7275	3281584319	80	81
gi|352749709|ref|NC_016081.1|	13384	3281591771	80	81
gi|313501306|ref|NC_014744.1|	1383	3281605414	80	81
gi|313493553|ref|NC_014747.1|	1392	3281606904	80	81
gi|311788801|ref|NC_014645.1|	2792	3281608396	80	81
gi|313493551|ref|NC_014746.1|	1259	3281611309	80	81
gi|238801880|ref|NC_012753.1|	37184	3281612657	80	81
gi|9632550|ref|NC_000855.1|	11158	3281650392	80	81
gi|358025590|ref|NC_016403.1|	8159	3281661771	80	81
gi|357579586|ref|NC_016404.1|	7488	3281670098	80	81
gi|372220275|ref|NC_016561.1|	3048	3281677753	80	81
gi|375267283|ref|NC_016769.1|	8210	3281680926	80	81
gi|310722194|ref|NC_014635.1|	163875	3281689310	80	81
gi|360040865|ref|NC_016440.1|	8638	3281855309	80	81
gi|360040884|ref|NC_016442.1|	6506	3281864144	80	81
gi|360040889|ref|NC_016443.1|	6139	3281870808	80	81
gi|360040896|ref|NC_016444.1|	4735	3281877100	80	81
gi|353212475|ref|NC_016082.1|	2621	3281881974	80	81
gi|353212481|ref|NC_016083.1|	2601	3281884707	80	81
gi|365824246|ref|NC_014564.2|	45413	3281887409	80	81
gi|313139310|ref|NC_014741.1|	1388	3281933486	80	81
gi|377829940|ref|NC_016924.1|	185139	3281934960	80	81
gi|294795277|ref|NC_014037.1|	9782	3282122492	80	81
gi|288860181|ref|NC_013801.1|	1347	3282132486	80	81
gi|288860179|ref|NC_013803.1|	1366	3282133939	80	81
gi|288966115|ref|NC_013802.1|	1354	3282135411	80	81
gi|154814487|ref|NC_009087.2|	8855	3282136852	80	81
gi|378554407|ref|NC_016744.1|	5065	3282145894	80	81
gi|378554412|ref|NC_016895.1|	31681	3282151090	80	81
gi|378554443|ref|NC_016899.1|	21592	3282183246	80	81
gi|378554472|ref|NC_016896.1|	6707	3282205195	80	81
gi|56699498|ref|NC_006572.1|	7271	3282212071	80	81
gi|56699501|ref|NC_006573.1|	3402	3282219518	80	81
gi|379048300|ref|NC_016963.1|	689	3282223072	80	81
gi|379059601|ref|NC_016898.1|	7855	3282223866	80	81


================================================
FILE: indexcov/types.go
================================================
package indexcov

import (
	"log"
	"reflect"
	"unsafe"

	"github.com/biogo/hts/bam"
	"github.com/biogo/hts/bgzf"
)

const (
	// TileWidth is the length of the interval tiling used
	// in BAI and tabix indexes.
	TileWidth = 0x4000

	// StatsDummyBin is the bin number of the reference
	// statistics bin used in BAI and tabix indexes.
	StatsDummyBin = 0x924a
)

type oRefIndex struct {
	Bins      []bin
	Stats     *referenceStats
	Intervals []bgzf.Offset
}

type bin struct {
	Bin    uint32
	Chunks []bgzf.Chunk
}

type referenceStats struct {
	// Chunk is the span of the indexed BGZF
	// holding alignments to the reference.
	Chunk bgzf.Chunk

	// Mapped is the count of mapped reads.
	Mapped uint64

	// Unmapped is the count of unmapped reads.
	Unmapped uint64
}

func getSizes(idx *bam.Index) ([][]int64, uint64, uint64) {
	var mapped, unmapped uint64
	refs := reflect.ValueOf(*idx).FieldByName("idx").FieldByName("Refs")
	ptr := unsafe.Pointer(refs.Pointer())

	ret := (*(*[1 << 28]oRefIndex)(ptr))[:refs.Len()]
	// save some memory.
	m := make([][]int64, len(ret))
	n_messages := 0
	for i, r := range ret {
		st, ok := idx.ReferenceStats(i)
		if ok {
			mapped += st.Mapped
			unmapped += st.Unmapped
		} else {
			if n_messages <= 10 {
				log.Printf("no reference stats found for %dth reference chromosome", i)
			}
			if n_messages == 10 {
				log.Printf("not reporting further chromosomes without stats. %d", i)
			}
			n_messages += 1
		}
		if len(r.Intervals) < 2 {
			m[i] = make([]int64, 0)
			continue
		}
		m[i] = make([]int64, len(r.Intervals)-1)
		for k, iv := range r.Intervals[1:] {
			m[i][k] = vOffset(iv) - vOffset(r.Intervals[k])
			if m[i][k] < 0 {
				panic("expected positive change in vOffset")
			}
		}
		r.Bins, r.Intervals = nil, nil
	}
	return m, mapped, unmapped
}


================================================
FILE: indexsplit/README.md
================================================
indexsplit
----------

`indexsplit` quickly generates evenly sized (by amount of data) regions across
a cohort. It does this by reading the bam (or cram) index and using the file offsets as proxies
for the amount of data. It sums the values in these bins across all samples. This gives a good
estimate for actual reads in the region but without having to parse the bam file.

The result is a bed file with an additional column indicating the (scaled) size of data in these
region across all samples. The numbers in that column will be fairly even except at the ends offsets
chromosomes or for small chromosomes.

A common use of this will be to **generate regions to be used to parallelize variant-calling** fairly
by splitting in to `N` regions with approximately equal amounts of data **across the cohort**.

On a modest laptop with an SSD, `indexsplit` can **generate even-coverage regions in ~4 seconds for 45 bams**.
The time is independent of the number of regions.

When a single 16KB chunk will has more data than the determined chunk size, `indexsplit` will output
sub-regions of that chunk even though it doesn't know the exact placement of the data within it.

Usage
-----

```
goleft indexsplit -N 5000 /path/to/*.bam > regions.bed
```

If you want to do this from CRAM files send the .crai files and a fasta index via
the `--fai`:

```
goleft indexsplit -N 8000 --fai reference.fa.fai /path/to/*.crai > regions.bed
```

The user is responsible for ensuring that the crai chromosome order matches the .fai order 
(this will be the case if the fasta was the same as used in alignment).


================================================
FILE: indexsplit/functional-tests.sh
================================================
#!/bin/bash

test -e ssshtest || wget -q https://raw.githubusercontent.com/ryanlayer/ssshtest/master/ssshtest

. ssshtest
set -uo pipefail

go build -o ./goleft_test ../cmd/goleft/goleft.go

mkdir -p ../indexcov/samples/ && cd ../indexcov/samples/
if [[ ! -e sample_paper.tar.xz ]]; then
    curl -Ss https://s3.amazonaws.com/b4-test-data/sample_paper.tar.xz > sample_paper.tar.xz
fi
if [[ ! -e sample_paper_0030.bam.bai ]]; then
    tar xJf sample_paper.tar.xz
fi
if [[ ! -e sample_paper_0030.bam ]]; then
    tar xJf sample_paper.tar.xz
fi
cd -

if [[ ! -e human_g1k_v37.fasta.fai ]]; then
    wget -q ftp://ftp.1000genomes.ebi.ac.uk/vol1/ftp/technical/reference/human_g1k_v37.fasta.fai
fi

splitter() {
    ./goleft_test indexsplit -n 1000 --fai human_g1k_v37.fasta.fai ../indexcov/samples/*.bam > _test.cov
}
samtools view -H ../indexcov/samples/sample_paper_0001.bam | grep "^@SQ" | perl -pe 's/.+SN://' | awk 'BEGIN{FS="\tLN:"; OFS="\t"} { print $1,0,$2 }' > genome.bed

run check_it splitter
assert_exit_code 0
cat $STDERR_FILE
assert_equal 0 $(bedtools subtract -a genome.bed -b _test.cov | wc -l)
assert_equal 0 $(bedtools subtract -b genome.bed -a _test.cov | wc -l)
assert_equal 0 $(bedtools intersect -a _test.cov -b _test.cov -c | awk '$NF != 1' | wc -l)
rm -f genome.bed _test.cov


================================================
FILE: indexsplit/indexsplit.go
================================================
// Package indexsplit is used to quickly generate evenly sized (by amount of data) regions across
// a cohort. It does this by reading the bam (or cram) index and using the file offsets as proxies
// for the amount of data. It sums the values in these bins across all samples. This gives a good
// estimate for actual reads in the region but without having to parse the bam file.
//
// A common use of this will be to generate regions to be use to parallelize variant calling fairly
// by splitting in to `N` regions with approximately equal amounts of data **across the cohort**.
package indexsplit

import (
	"fmt"
	"strings"

	"gonum.org/v1/gonum/floats"
	"gonum.org/v1/gonum/stat"

	arg "github.com/alexflint/go-arg"
	"github.com/biogo/hts/sam"
	"github.com/biogo/store/interval"
	"github.com/brentp/goleft/depth"
	"github.com/brentp/goleft/indexcov"
)

type cliargs struct {
	N           int      `arg:"-n,required,help:number of regions to split to."`
	Fai         string   `arg:"--fai,help:fasta index file."`
	Problematic string   `arg:"-p,help:pipe-delimited list of regions to split small."`
	Indexes     []string `arg:"positional,required,help:bai's/crais to use for splitting genome."`
}

func imin(a, b int) int {
	if a < b {
		return a
	}
	return b
}

func chop(sizes [][]float64) {
	for k, size := range sizes {
		m, std := stat.MeanStdDev(size, nil)
		max := m + 3*std
		for i, s := range size {
			if s > max {
				size[i] = 8 * m
			}
		}
		sizes[k] = size
	}
}

// return the proportion of data in each chromosome.
func getPercents(sizes [][]float64) ([]float64, []float64) {
	chop(sizes)
	var tot float64
	pcts := make([]float64, len(sizes))
	sums := make([]float64, len(sizes))
	for i, s := range sizes {
		sums[i] = floats.Sum(s)
		tot += sums[i]
	}
	for i := range pcts {
		pcts[i] = sums[i] / tot
	}

	return pcts, sums
}

// Chunk is a region of the genome create by `Split`.
type Chunk struct {
	Chrom  string
	Start  int
	End    int
	Sum    float64 // amount of data in this Chunk
	Splits int     // number of splits
}

func (c Chunk) String() string {
	return fmt.Sprintf("%s\t%d\t%d\t%.2f\t%d", c.Chrom, c.Start, c.End, c.Sum, c.Splits)
}

// Split takes paths of bams or crais and generates `N` `Chunks`
func Split(paths []string, refs []*sam.Reference, N int, probs map[string]*interval.IntTree) chan Chunk {

	ch := make(chan Chunk)
	go func() {

		// sizes will be the sum of values for all samples
		// use a float since we divide by a large number to avoid overflow
		var sizes [][]float64
		scalar := float64(1000000000)

		for _, path := range paths {
			osz := indexcov.ReadIndex(path).Sizes()
			for _, ref := range refs {
				i := ref.ID()
				for i >= len(sizes) {
					sizes = append(sizes, make([]float64, 0))
				}
				if i >= len(osz) {
					break
				}
				s, o := sizes[i], osz[i]
				m := imin(len(s), len(o))
				var j int
				// we add for as long as we have data from both...
				for j = 0; j < m; j++ {
					s[j] += float64(o[j]) / scalar
				}
				for ; j < len(o); j++ {
					s = append(s, float64(o[j])/scalar)
				}
				sizes[i] = s
			}
		}

		percents, sums := getPercents(sizes)

		for _, ref := range refs {
			ri := ref.ID()
			if ri >= len(sizes) || len(sizes[ri]) == 0 {
				// output the empty chrom with a sum of 0 the user isn't.
				ch <- Chunk{Chrom: ref.Name(), Start: 0, End: ref.Len(), Sum: 0, Splits: 0}
				continue
			}
			n := int(percents[ri] * float64(N))
			if n == 0 && percents[ri] > 0 {
				n = 1
			} else if n == 0 {
				ch <- Chunk{Chrom: ref.Name(), Start: 0, End: ref.Len(), Sum: 0, Splits: 0}
				continue
			}
			// we get `chunk` as a sum and then we know we have enough data.
			chunk := sums[ri] / float64(n)
			size := sizes[ri]

			var sum float64
			var lasti int
			var tree *interval.IntTree
			if probs != nil {
				if t, ok := probs[ref.Name()]; ok {
					tree = t
				}
			}
			// loop over the tiles and yield regions as soon as each is > chunk.
			for i := 0; i < len(size); i++ {
				// for single Tiles > chunk, we split into smaller regions.
				// 120 heuristic is arbitrary, may need to be tuned.
				ovl := depth.Overlaps(tree, i*indexcov.TileWidth, (i+1)*indexcov.TileWidth)
				if size[i] > chunk || (size[i] >= 0.05*chunk && ovl) {
					//if sum >= 0 && i > lasti {
					if i > lasti {
						ch <- Chunk{Chrom: ref.Name(), Start: lasti * indexcov.TileWidth, End: i * indexcov.TileWidth, Sum: sum, Splits: 1}
					}
					sum = size[i]
					nsplits := int(0.5 + (sum / (chunk / 2)))
					if nsplits > 8 {
						nsplits = 8
					} else if nsplits < 1 {
						nsplits = 1
						if ovl {
							nsplits = 3
						}
					}
					start := i * indexcov.TileWidth
					l := int(float64(indexcov.TileWidth)/float64(nsplits) + 1)
					for k := 0; k < nsplits; k++ {
						if i+k == len(size)+1 {
							ch <- Chunk{Chrom: ref.Name(), Start: start, End: ref.Len(), Sum: sum / float64(nsplits), Splits: nsplits}
						} else {
							ch <- Chunk{Chrom: ref.Name(), Start: start, End: imin(start+l, (i+1)*indexcov.TileWidth), Sum: sum / float64(nsplits), Splits: nsplits}
						}
						start += l
					}

					lasti, sum = i+1, 0
					continue
				}
				sum += size[i]
				if sum >= chunk || i == len(size)-1 || (sum >= 0.2*chunk && ovl) {
					if i == len(size)-1 {
						ch <- Chunk{Chrom: ref.Name(), Start: lasti * indexcov.TileWidth, End: ref.Len(), Sum: sum, Splits: 1}
					} else {
						ch <- Chunk{Chrom: ref.Name(), Start: lasti * indexcov.TileWidth, End: (i + 1) * indexcov.TileWidth, Sum: sum, Splits: 1}
					}
					lasti = i + 1
					sum = 0
				}
			}
		}
		close(ch)

	}()
	return ch
}

// Main is called from the goleft dispatcher.
func Main() {

	cli := &cliargs{}
	arg.MustParse(cli)

	var probs map[string]*interval.IntTree
	if cli.Problematic != "" {
		probs = depth.ReadTree(cli.Problematic)
	}

	var refs []*sam.Reference
	if strings.HasSuffix(cli.Indexes[0], ".bam") {
		refs = indexcov.RefsFromBam(cli.Indexes[0], "")
	} else {
		refs = indexcov.ReadFai(cli.Fai, "")
	}
	for chunk := range Split(cli.Indexes, refs, cli.N, probs) {
		fmt.Println(chunk)
	}
}


================================================
FILE: multidepth/multidepth.go
================================================
package main

import (
	"bufio"
	"fmt"
	"os"
	"os/exec"
	"runtime"
	"strconv"
	"strings"
	"sync"

	arg "github.com/alexflint/go-arg"
	"github.com/biogo/hts/bam"
	"github.com/brentp/goleft/indexcov"
)

type dargs struct {
	Q          int      `arg:"-Q,help:mapping quality cutoff"`
	Chrom      string   `arg:"required,-c,help:optional chromosome to limit analysis"`
	MinCov     int      `arg:"help:minimum depth considered callable"`
	MaxCov     int      `arg:"help:maximum depth considered callable"`
	MaxSkip    int      `arg:"-k,help:skip this many uncovered bases before forcing a new block"`
	MinSize    int      `arg:"-m,help:only report blocks of at least this length"`
	Window     int      `arg:"-w,help:discretize into windows of this size"`
	Processes  int      `arg:"-p,help:number of processors to use"`
	MinSamples float64  `arg:"help:proportion of samples with mincov coverage for a region to be reported"`
	Bams       []string `arg:"positional,required,help:bams for which to calculate depth"`
	minSamples int      `arg:"-"`
}

func chromSize(path string, chrom string) int {
	f, err := os.Open(path)
	if err != nil {
		panic(err)
	}
	b, err := bam.NewReader(f, 1)
	if err != nil {
		panic(err)
	}
	for _, ref := range b.Header().Refs() {
		if ref.Name() == chrom {
			return ref.Len()
		}
	}
	panic(fmt.Sprintf("multidepth: chromosome %s not found in %s", chrom, path))
}

func main() {
	args := dargs{Q: 10, MinCov: 7, MaxCov: 1000, MinSamples: 0.5, MinSize: 15, MaxSkip: 10, Window: 1e7}
	if p := arg.MustParse(&args); len(args.Bams) == 0 {
		p.Fail("specify > 1 bam")
	}
	if args.Processes <= 0 {
		args.Processes = runtime.NumCPU()
	}
	runtime.GOMAXPROCS(args.Processes)
	hdr := make([]string, 1, len(args.Bams)+1)
	hdr[0] = "#chrom\tstart\tend"

	if len(args.Bams) > 50 {
		chunkSize /= 5
	}

	args.minSamples = int(0.5 + args.MinSamples*float64(len(args.Bams)))
	for _, b := range args.Bams {
		nm, err := indexcov.GetShortName(b, false)
		if err != nil {
			panic(fmt.Sprintf("%s: %s", b, err))
		}
		hdr = append(hdr, nm)
	}
	ch := genRegions(chromSize(args.Bams[0], args.Chrom), args.Chrom)
	out := make(chan []block, 1)

	wg := &sync.WaitGroup{}
	wg.Add(args.Processes)
	for i := 0; i < args.Processes; i++ {
		go func() {
			for reg := range ch {
				aggregate(&args, reg, out)
			}
			wg.Done()
		}()
	}

	fmt.Println(strings.Join(hdr, "\t"))
	pwg := writeOut(out)

	wg.Wait()
	close(out)
	pwg.Wait()
}

func writeOut(ch chan []block) *sync.WaitGroup {
	var wg sync.WaitGroup
	wg.Add(1)
	go func() {
		stdout := bufio.NewWriter(os.Stdout)
		for blocks := range ch {
			for _, bl := range blocks {
				stdout.WriteString(bl.String())
				stdout.WriteByte('\n')
			}
			stdout.Flush()
		}
		stdout.Flush()
		wg.Done()
	}()
	return &wg

}

var chunkSize = 5000000

type region struct {
	chrom string
	start int // 1-based start
	i     int
}

func (r region) String() string {
	return r.chrom + ":" + strconv.Itoa(r.start)
}

func genRegions(l int, chrom string) chan region {
	ch := make(chan region, 2)
	go func() {
		var k int
		for i := 0; i < l; i += chunkSize {
			ch <- region{chrom: chrom, start: i + 1, i: k}
			k++
		}
		close(ch)
	}()
	return ch
}

type site struct {
	pos0   int
	depths []int
}

func parseLine(line string) site {
	toks := strings.Split(line, "\t")
	toks[len(toks)-1] = strings.TrimSpace(toks[len(toks)-1])

	pos, err := strconv.Atoi(toks[1])
	if err != nil {
		panic(err)
	}
	s := site{pos0: pos - 1, depths: make([]int, len(toks)-2)}
	for i, str := range toks[2:] {
		s.depths[i], err = strconv.Atoi(str)
		if err != nil {
			panic(err)
		}
	}

	return s
}

func sufficientDepth(s site, a *dargs) bool {
	var n int
	for _, d := range s.depths {
		if d >= a.MinCov {
			n++
		}
	}
	return n > a.minSamples
}

type block struct {
	chrom  string
	start  int // 0-based
	end    int // 1-based
	depths []string
}

func (b block) String() string {
	return fmt.Sprintf("%s\t%d\t%d\t%s", b.chrom, b.start, b.end, strings.Join(b.depths, "\t"))
}

func splitBlocks(chrom string, cache []site, a *dargs) []block {
	blocks := make([]block, 0, 2)

	var i, lasti int
	for i < len(cache) {
		blk := block{chrom: chrom, start: cache[i].pos0}
		i++
		for ; i < len(cache) && cache[i].pos0-blk.start < a.Window; i++ {
		}
		blk.end = cache[i-1].pos0 + 1
		blk.depths = means(cache[lasti:i])
		blocks = append(blocks, blk)
		lasti = i
	}
	return blocks
}

func aggregate(a *dargs, r region, out chan []block) {
	cache := make([]site, 0, 2000)
	blocks := make([]block, 0, 256)

	cargs := append([]string{"depth", "-q", "0", "-Q", strconv.Itoa(a.Q), "-d", strconv.Itoa(a.MaxCov), "-r", r.String()}, a.Bams...)
	cmd := exec.Command("samtools", cargs...)
	cmd.Stderr = os.Stderr
	pipeout, err := cmd.StdoutPipe()
	if err != nil {
		panic(err)
	}

	if err := cmd.Start(); err != nil {
		panic(err)
	}
	rdr := bufio.NewReader(pipeout)
	// since we are running multiple adjacent blocks in parallel:
	// only start after we've seen empty
	// only end after we've seen empty
	seen0 := false
	for line, err := rdr.ReadString('\n'); err == nil; line, err = rdr.ReadString('\n') {
		s := parseLine(line)
		suf := sufficientDepth(s, a)
		// check that we've encountered ...
		if !suf {
			seen0 = true
			// once we complete a block, we bail if we're outside of the chunk.
			if s.pos0 > r.start+chunkSize {
				if len(cache) == 0 || s.pos0-cache[len(cache)-1].pos0 >= a.MaxSkip {
					if err := cmd.Process.Kill(); err != nil {
						panic(err)
					}
					break
				}
			}

		}
		// and are past a 0 region.
		if !seen0 {
			continue
		}
		if (len(cache) == 0 || s.pos0-(cache[len(cache)-1].pos0+1) <= a.MaxSkip) && suf {
			cache = append(cache, s)
		} else if len(cache) > 0 && s.pos0-(cache[len(cache)-1].pos0+1) > a.MaxSkip {
			if len(cache) >= a.MinSize {
				blocks = append(blocks, splitBlocks(a.Chrom, cache, a)...)
				//dps := means(cache)
				//blocks = append(blocks, block{chrom: a.Chrom, start: cache[0].pos0, end: cache[len(cache)-1].pos0 + 1, depths: dps})
			}
			cache = cache[:0]
			if suf {
				cache = append(cache, s)
			}
		}
	}
	if len(cache) > 0 {
		//dps := means(cache)
		//blocks = append(blocks, block{chrom: a.Chrom, start: cache[0].pos0, end: cache[len(cache)-1].pos0 + 1, depths: dps})
		blocks = append(blocks, splitBlocks(a.Chrom, cache, a)...)
		cache = cache[:0]
	}
	if err := cmd.Wait(); err != nil {
		if _, ok := err.(*exec.ExitError); !ok {
			panic(err)
		}
	}
	out <- blocks
}

func means(sites []site) []string {
	dps := make([]float64, len(sites[0].depths))
	for _, s := range sites {
		for i, d := range s.depths {
			dps[i] += float64(d) / 1000.
		}
	}
	l := sites[len(sites)-1].pos0 - sites[0].pos0 + 1
	sdps := make([]string, len(dps))
	for i, d := range dps {
		sdps[i] = fmt.Sprintf("%.2f", d/float64(l)*1000)
	}
	return sdps
}


================================================
FILE: samplename/README.md
================================================
samplename
==========

report the samplename(s) from a bam using the read-group info.

```
Usage: goleft samplename [--errormulti] BAM

Positional arguments:
  BAM                    bam for to get sample name(s)

Options:
  --errormulti, -e       return an error if there is not exactly 1 sample in the bam.
  --help, -h             display this help and exit
  --version              display version and exit
```


================================================
FILE: samplename/functional-tests.sh
================================================
#!/bin/bash

test -e ssshtest || wget -q https://raw.githubusercontent.com/ryanlayer/ssshtest/master/ssshtest

. ssshtest
set -uo pipefail

go build -o ./goleft_test ../cmd/goleft/goleft.go

run check_sample_name ./goleft_test samplename ../indexcov/samples/sample_paper_0021.bam
assert_exit_code 0
assert_in_stdout sample_paper_0021

run check_sample_name_e ./goleft_test samplename -e ../indexcov/samples/sample_paper_0021.bam
assert_exit_code 0
assert_in_stdout sample_paper_0021



================================================
FILE: samplename/samplename.go
================================================
package samplename

import (
	"fmt"
	"os"
	"strings"

	arg "github.com/alexflint/go-arg"
	"github.com/biogo/hts/bam"
	"github.com/biogo/hts/sam"
	"github.com/brentp/goleft"
)

func Names(h *sam.Header) []string {
	rgs := h.RGs()
	if len(rgs) == 1 {
		v := rgs[0].Get(sam.Tag([2]byte{'S', 'M'}))
		if v == "" {
			return nil
		}
		return []string{v}
	}
	m := make(map[string]bool)
	tag := sam.Tag([2]byte{'S', 'M'})
	for _, rg := range rgs {
		v := rg.Get(tag)
		if v == "" {
			continue
		}
		m[v] = true
	}
	names := make([]string, 0, len(m))
	for sm := range m {
		names = append(names, sm)
	}
	return names
}

type cliargs struct {
	Bam        string `arg:"positional,required,help:bam for to get sample name(s)"`
	ErrorMulti bool   `arg:"-e,help:return an error if there is not exactly 1 sample in the bam."`
}

func (c cliargs) Version() string {
	return fmt.Sprintf("samplename %s", goleft.Version)
}

func Main() {
	cli := &cliargs{}
	arg.MustParse(cli)

	f, err := os.Open(cli.Bam)
	if err != nil {
		panic(err)
	}
	defer f.Close()
	b, err := bam.NewReader(f, 1)
	if err != nil {
		panic(err)
	}
	defer b.Close()

	names := Names(b.Header())
	if cli.ErrorMulti && len(names) != 1 {
		panic(fmt.Sprintf("goleft/samplename: found multiple samples in %s", cli.Bam))
	}
	fmt.Println(strings.Join(names, "\n"))
}