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main.go
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main.go
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package main
/*
Author Gaurav Sablok
Universitat Potsdam
Date 2024-9-11
doing the denovo alignment of the pacbiohifi reads against a protein database and holding those
alignment and the corresponding alignments in struct and extracting the matched regions. This is for
when you have a relatively less coverage and you want to search for the tags and the corresponding
protein alignments to generate annotation hints. It has the following functions:
1. func readalignment : This aligns the reads to the protein datasets and prepares them for all the analysis.
2. func fastalignment : This prepares the fasta files for the alignment and prepares them for the analysis.
3. func tags: This prepares the coverage estimation for the alignment regions.
4. func sequence hints: This extracts the sequences upstream and the downstream
*/
import (
"bufio"
"fmt"
"log"
"os"
"os/exec"
"strconv"
"strings"
"github.com/spf13/cobra"
)
func main() {
if err := rootCmd.Execute(); err != nil {
log.Fatal(err)
os.Exit(1)
}
}
var (
pacbiofolder string
proteinfasta string
alignmentfile string
referencefasta string
upstreamStart int
downstreamEnd int
pacbiofile string
)
var rootCmd = &cobra.Command{
Use: "flag",
Long: "This is golang application for generating the hints from the protein alignment to pacbiohifi reads",
}
var pacbioBamCmd = &cobra.Command{
Use: "pacbio",
Long: "converts the pacbio reads to the fasta format for the alignment and annotations, provide the folder path",
Run: convertFunc,
}
var alignmentCmd = &cobra.Command{
Use: "proteinalignment",
Long: "aligns the pacbio reads or the fasta reads to the proteins",
Run: alignCmd,
}
var hspCmd = &cobra.Command{
Use: "hspalignment",
Long: "Analyzes the hsp from the diamond read to protein alignment",
Run: hspFunc,
}
var seqCmd = &cobra.Command{
Use: "seqHsp",
Long: "Analyzes the hsp from the diamond read to protein alignment",
Run: getSeqFunc,
}
var upstreamCmd = &cobra.Command{
Use: "upStreamHSP",
Long: "specific for the genome alignment regions upstream and the downstream of the alignments",
Run: upstreamFunc,
}
var analyzeCmd = &cobra.Command{
Use: "analyze",
Long: "this option aligns and analyze all together and it requires only the proteins and the reference pacbio or the other fasta file",
Run: alignAnalyzeFunc,
}
func init() {
pacbioBamCmd.Flags().
StringVarP(&pacbiofolder, "pacbiofolder", "f", "folder containing the bam files and the pbi files", "pacbio conversion")
alignmentCmd.Flags().
StringVarP(&pacbiofile, "pacbio", "p", "reads for protein alignment", "read-protein alignment")
alignmentCmd.Flags().
StringVarP(&proteinfasta, "protein", "P", "protein datasets", "protein datasets for the alignment")
hspCmd.Flags().
StringVarP(&alignmentfile, "alignmentfile", "a", "alignment file to be analyzed", "alignment")
hspCmd.Flags().
StringVarP(&referencefasta, "referencefasta", "p", "pacbio reads file", "pacbio file")
seqCmd.Flags().
StringVarP(&alignmentfile, "alignmentfile", "a", "alignment file to be analyzed", "alignment")
seqCmd.Flags().
StringVarP(&referencefasta, "referencefasta", "p", "pacbio reads file", "pacbio file")
upstreamCmd.Flags().
StringVarP(&alignmentfile, "alignmentfile", "a", "alignment file to be analyzed", "alignment")
upstreamCmd.Flags().
StringVarP(&referencefasta, "referencefasta", "p", "pacbio reads file", "pacbio file")
upstreamCmd.Flags().
IntVarP(&upstreamStart, "upstream of the hsp tags", "u", 4, "upstream tags")
upstreamCmd.Flags().
IntVarP(&downstreamEnd, "downstream of the hsp tags", "d", 5, "downstream tags")
analyzeCmd.Flags().
StringVarP(&alignmentfile, "alignmentfile", "a", "alignment file to be analyzed", "alignment")
analyzeCmd.Flags().
StringVarP(&referencefasta, "referencefasta", "P", "reference fasta file used for he alignment", "reference alignment")
analyzeCmd.Flags().
IntVarP(&upstreamStart, "upstream of the hsp tags", "u", 4, "upstream tags")
analyzeCmd.Flags().
IntVarP(&downstreamEnd, "downstream of the hsp tags", "d", 5, "downstream tags")
rootCmd.AddCommand(seqCmd)
rootCmd.AddCommand(upstreamCmd)
rootCmd.AddCommand(pacbioBamCmd)
rootCmd.AddCommand(alignmentCmd)
rootCmd.AddCommand(hspCmd)
rootCmd.AddCommand(analyzeCmd)
}
func convertFunc(cmd *cobra.Command, args []string) {
convert, err := exec.Command("pbtk", "-o", "pacbio.fasta", "*.bam").Output()
if err != nil {
log.Fatal(err)
}
fmt.Println(string(convert))
}
func alignCmd(cmd *cobra.Command, args []string) {
proteinreference := proteinfasta
makedb, err := exec.Command("diamond", "makedb", "-in", proteinreference, "-d", "reference").
Output()
if err != nil {
log.Fatal("command failed with %s\n", err)
}
fmt.Println(string(makedb))
align, err := exec.Command("diamond", "blastx", "-d", "reference", "-q", "pacbio.fasta", "-o", "pacbioaligned.tsv").
Output()
if err != nil {
log.Fatal("command failed with the error %s\n", err)
}
fmt.Println(string(align))
}
func sum(arr []float64) float64 {
counter := float64(0)
for i := range arr {
counter += arr[i]
}
return counter
}
func pacbio() ([]string, []string, []float64) {
readOpen, err := os.Open(referencefasta)
if err != nil {
log.Fatal(err)
}
readbuffer := bufio.NewScanner(readOpen)
header := []string{}
sequences := []string{}
length := []float64{}
for readbuffer.Scan() {
line := readbuffer.Text()
if string(line[0]) == "A" || string(line[0]) == "T" || string(line[0]) == "G" ||
string(line[0]) == "C" {
sequences = append(sequences, line)
}
if string(line[0]) == ">" {
header = append(header, strings.ReplaceAll(string(line), ">", ""))
}
}
for i := range sequences {
length = append(length, float64(len(sequences[i])))
}
return header, sequences, length
}
func hspFunc(cmd *cobra.Command, args []string) {
refID := []string{}
alignID := []string{}
refIdenStart := []float64{}
refIdenEnd := []float64{}
alignIdenStart := []float64{}
alignIdenEnd := []float64{}
fOpen, err := os.Open(alignmentfile)
if err != nil {
log.Fatal(err)
}
fRead := bufio.NewScanner(fOpen)
for fRead.Scan() {
line := fRead.Text()
refID = append(refID, strings.Split(string(line), "\t")[0])
alignID = append(alignID, strings.Split(string(line), "\t")[1])
start1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[6], 32)
end1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[7], 32)
start2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[8], 32)
end2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[9], 32)
refIdenStart = append(refIdenStart, start1)
refIdenEnd = append(refIdenEnd, end1)
alignIdenStart = append(alignIdenStart, start2)
alignIdenEnd = append(alignIdenEnd, end2)
}
id, _, length := pacbio()
type cov struct {
id string
cov float64
}
coverageSeq := []cov{}
for i := range id {
for j := range refID {
if id[i] == refID[j] {
coverageSeq = append(coverageSeq, cov{
id: refID[j],
cov: (refIdenEnd[j] - refIdenStart[j]) / length[i] * 100,
})
}
}
}
for i := range coverageSeq {
fmt.Println(coverageSeq[i].id, coverageSeq[i].cov)
}
file, err := os.Create("coveragestimation.txt")
if err != nil {
log.Fatal(err)
}
defer file.Close()
for i := range coverageSeq {
storeI := strconv.FormatFloat(coverageSeq[i].cov, 'f', -1, 64)
_, err := file.WriteString(coverageSeq[i].id + "\t" + storeI + "\n")
if err != nil {
log.Fatal(err)
}
}
}
func getSeqFunc(cmd *cobra.Command, args []string) {
refID := []string{}
alignID := []string{}
refIdenStart := []float64{}
refIdenEnd := []float64{}
alignIdenStart := []float64{}
alignIdenEnd := []float64{}
fOpen, err := os.Open(alignmentfile)
if err != nil {
log.Fatal(err)
}
fRead := bufio.NewScanner(fOpen)
for fRead.Scan() {
line := fRead.Text()
refID = append(refID, strings.Split(string(line), "\t")[0])
alignID = append(alignID, strings.Split(string(line), "\t")[1])
start1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[6], 32)
end1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[7], 32)
start2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[8], 32)
end2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[9], 32)
refIdenStart = append(refIdenStart, start1)
refIdenEnd = append(refIdenEnd, end1)
alignIdenStart = append(alignIdenStart, start2)
alignIdenEnd = append(alignIdenEnd, end2)
}
seqIDType, seqSeqType := readRef()
type extractSeq struct {
extractPartID string
extractPartSeq string
}
extractPartSeq := []extractSeq{}
for i := range seqIDType {
for j := range refID {
if seqIDType[i] == refID[j] {
extractPartSeq = append(extractPartSeq, extractSeq{
extractPartID: seqIDType[i],
extractPartSeq: seqSeqType[i][int(refIdenStart[j]):int(refIdenEnd[j])],
})
}
}
}
file, err := os.Create("sequences-annotation.txt")
if err != nil {
log.Fatal(err)
}
for i := range extractPartSeq {
_, err := file.WriteString(
">" + extractPartSeq[i].extractPartID + "\n" + extractPartSeq[i].extractPartSeq + "\n",
)
if err != nil {
log.Fatal(err)
}
}
}
func upstreamFunc(cmd *cobra.Command, args []string) {
refID := []string{}
alignID := []string{}
refIdenStart := []float64{}
refIdenEnd := []float64{}
alignIdenStart := []float64{}
alignIdenEnd := []float64{}
fOpen, err := os.Open(alignmentfile)
if err != nil {
log.Fatal(err)
}
fRead := bufio.NewScanner(fOpen)
for fRead.Scan() {
line := fRead.Text()
refID = append(refID, strings.Split(string(line), "\t")[0])
alignID = append(alignID, strings.Split(string(line), "\t")[1])
start1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[6], 32)
end1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[7], 32)
start2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[8], 32)
end2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[9], 32)
refIdenStart = append(refIdenStart, start1)
refIdenEnd = append(refIdenEnd, end1)
alignIdenStart = append(alignIdenStart, start2)
alignIdenEnd = append(alignIdenEnd, end2)
}
seqIDType, seqSeqType := readRef()
type extractStreamSeq struct {
extractStreamPartID string
extractStreamPartSeq string
}
extractupstreamPartSeq := []extractStreamSeq{}
for i := range seqIDType {
for j := range refID {
if seqIDType[i] == refID[j] {
extractupstreamPartSeq = append(extractupstreamPartSeq, extractStreamSeq{
extractStreamPartID: seqIDType[i],
extractStreamPartSeq: seqSeqType[i][int(int(refIdenStart[j])-upstreamStart):int(downstreamEnd+int(refIdenEnd[j]))],
})
}
}
file, err := os.Create("sequences-annotation-upstream-downstream.txt")
if err != nil {
log.Fatal(err)
}
for i := range extractupstreamPartSeq {
_, err := file.WriteString(
">" + extractupstreamPartSeq[i].extractStreamPartID + "\n" + extractupstreamPartSeq[i].extractStreamPartSeq + "\n",
)
if err != nil {
log.Fatal(err)
}
}
}
}
func alignAnalyzeFunc(cmd *cobra.Command, args []string) {
readOpen, err := os.Open(referencefasta)
if err != nil {
log.Fatal(err)
}
readbuffer := bufio.NewScanner(readOpen)
header := []string{}
sequences := []string{}
length := []float64{}
for readbuffer.Scan() {
line := readbuffer.Text()
if string(line[0]) == "A" || string(line[0]) == "T" || string(line[0]) == "G" ||
string(line[0]) == "C" {
sequences = append(sequences, line)
}
if string(line[0]) == ">" {
header = append(header, strings.ReplaceAll(string(line), ">", ""))
}
}
for i := range sequences {
length = append(length, float64(len(sequences[i])))
}
refID := []string{}
alignID := []string{}
refIdenStart := []float64{}
refIdenEnd := []float64{}
alignIdenStart := []float64{}
alignIdenEnd := []float64{}
fOpen, err := os.Open(alignmentfile)
if err != nil {
log.Fatal(err)
}
fRead := bufio.NewScanner(fOpen)
for fRead.Scan() {
line := fRead.Text()
refID = append(refID, strings.Split(string(line), "\t")[0])
alignID = append(alignID, strings.Split(string(line), "\t")[1])
start1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[6], 32)
end1, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[7], 32)
start2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[8], 32)
end2, _ := strconv.ParseFloat(strings.Split(string(line), "\t")[9], 32)
refIdenStart = append(refIdenStart, start1)
refIdenEnd = append(refIdenEnd, end1)
alignIdenStart = append(alignIdenStart, start2)
alignIdenEnd = append(alignIdenEnd, end2)
}
id, _, length := pacbio()
type cov struct {
id string
cov float64
}
coverageSeq := []cov{}
for i := range id {
for j := range refID {
if id[i] == refID[j] {
coverageSeq = append(coverageSeq, cov{
id: refID[j],
cov: (refIdenEnd[j] - refIdenStart[j]) / length[i] * 100,
})
}
}
}
for i := range coverageSeq {
fmt.Println(coverageSeq[i].id, coverageSeq[i].cov)
}
file, err := os.Create("coveragestimation.txt")
if err != nil {
log.Fatal(err)
}
defer file.Close()
for i := range coverageSeq {
storeI := strconv.FormatFloat(coverageSeq[i].cov, 'f', -1, 64)
_, err := file.WriteString(coverageSeq[i].id + "\t" + storeI + "\n")
if err != nil {
log.Fatal(err)
}
}
seqIDType, seqSeqType := readRef()
type extractSeq struct {
extractPartID string
extractPartSeq string
}
extractPartSeq := []extractSeq{}
for i := range seqIDType {
for j := range refID {
if seqIDType[i] == refID[j] {
extractPartSeq = append(extractPartSeq, extractSeq{
extractPartID: seqIDType[i],
extractPartSeq: seqSeqType[i][int(refIdenStart[j]):int(refIdenEnd[j])],
})
}
}
}
file1, err := os.Create("sequences-annotation.txt")
if err != nil {
log.Fatal(err)
}
for i := range extractPartSeq {
_, err := file1.WriteString(
">" + extractPartSeq[i].extractPartID + "\n" + extractPartSeq[i].extractPartSeq + "\n",
)
if err != nil {
log.Fatal(err)
}
}
type extractStreamSeq struct {
extractStreamPartID string
extractStreamPartSeq string
}
extractupstreamPartSeq := []extractStreamSeq{}
for i := range seqIDType {
for j := range refID {
if seqIDType[i] == refID[j] {
extractupstreamPartSeq = append(extractupstreamPartSeq, extractStreamSeq{
extractStreamPartID: seqIDType[i],
extractStreamPartSeq: seqSeqType[i][int(int(refIdenStart[j])-upstreamStart):int(downstreamEnd+int(refIdenEnd[j]))],
})
}
}
file, err := os.Create("sequences-annotation-upstream-downstream.txt")
if err != nil {
log.Fatal(err)
}
for i := range extractupstreamPartSeq {
_, err := file.WriteString(
">" + extractupstreamPartSeq[i].extractStreamPartID + "\n" + extractupstreamPartSeq[i].extractStreamPartSeq + "\n",
)
if err != nil {
log.Fatal(err)
}
}
}
}
func readRef() ([]string, []string) {
extractID := []string{}
seqID := []string{}
readF, err := os.Open(referencefasta)
if err != nil {
log.Fatal(err)
}
openF := bufio.NewScanner(readF)
for openF.Scan() {
line := openF.Text()
if string(line[0]) == "A" || string(line[0]) == "T" || string(line[0]) == "G" ||
string(line[0]) == "C" {
seqID = append(seqID, line)
}
if string(line[0]) == ">" {
extractID = append(extractID, strings.ReplaceAll(string(line), ">", ""))
}
}
return extractID, seqID
}