sir-deenicus · December 15, 2015 08:19
diff --git a/bioinfo_rosalind.fs b/bioinfo_rosalind.fs
 open System
 open Prelude
 open System.Text.RegularExpressions
 open System.IO 
 open System.Windows
 
 let sw = Diagnostics.Stopwatch()
 /////////////////////////////////////////////////////////////

 let countsymbols (s : string) = 
     s |> Seq.groupBy id 
       |> Seq.map (fun (c, cs) -> c, cs |> Seq.length |> float)
       |> Seq.sortBy fst

 String.Join(" ",
   countsymbols "ACCACATCATTGTATTATCAATATTGCTCCTAGGACAGCCTTAGGATTTGGCCTGAGGTAGCTCAATAGAGGTATGATCCATCCTAGTAAATGATCTGATCTAGAATGGGTCTCTTGTCTAACCTGTCGCTCCGCAGTTAGTATTACGCATAACCCTTACGAAGAATTGGTCCGGCTTAACGTAAACTCTTTCCACTTCGCGACTGTGTTATGAACAGTAGTGCCATGATGGGGGAATGGCCCTCATCGGTCTGCATATCTCAGGAGAATACCCGCGAGCGTTATGAGGGGGGAGTTCGTCTATCCGCACCTCTCGGTGCGGGTTTGAGGTAGGCAGAGCCGGGTGCGGGCGCGCGATTCACGCCCTTTTTGACTATGGGCGTGAGAAGGGAAAATGCCCAAACTAGTTACAGGCGAAAACTCCTATACGTATTAATTTATACCTACGGGAATGGTAGAATTATTACACGTTAGCCGCTTGGATTGACGCCAAAGGCGATTAGGCGTCCCCGCATGATCCGGGCATTAAAGTGTTAAGTCACACGGGCGATGGGATCCCCGTCCTTCTGTACTCCCGTAATCGGTAGTTGTCCACCTTGGATCGCCGAATGCTGAACATTGACAAACCTACTTCGATACTAAACATAATCTATACGCTTTATTTCCCGCATTGTGTTTTTCGGATGATTATTCGCGCGCATTTCAGAACGCATCTGCGCGCAGCTTTGGGGGCAATAAATCGAGTTGATAAGCGGGCAGGTGTGAAACGTTGGGCCCAACCTCTATGAAATATACCCGCGGATAATTGACGAGACTTGGATCCATTGCATATGTCTCTTTCGCACCGTACAGAGTGTATATTCGTGGGCAAACGATATGTTCTGTCCAAATTCGCTTTATTCGACGTTCCAGGCGATGATCAGGCCATAACAATAAGGTCGTGTTCAGCGGCCAACTCCGGCCTGGA"
     |> Seq.map snd)

 /////////////////////////////////////////////////////////////

 let transcribe (s:string) = s.Replace("T", "U")

 transcribe "GATGGAACTTGACTACGTAAATT"

 transcribe "TGTGGGGTAGCCAGTGGATGCTCCGAAATATCAAGAAGCTGCGGCTACGCGTTTGGAAATACGCAATGGCTGGCGCAGGAGTCTTCATAAATGTGCTCTGTTCTAATTCGAGTCCTCCGGCCTGCAAACAGAAATCATAAAGATACCTTCATAATACTGTTGCAACTGCCCCTGGAACCCCAGGGAATGACACGACAATTTTCGCCGTCATGCGTGTAGTGGGAAGTTCTGTCCGTTGGCGTTCCGCATGGAGAGGCTTTCGTCCCACGCTCTAGTTTAACACGCTGCACACAGAGAGCCAACCTTTTGAAGCAGGCCACGTATGCCACCCGTTCATAGTCAACGTCACTCAAGTTGGTGATGAAACCAGTTTCCCGAAGGTAGCCAGCTTCTCGGGAATAACGTGTGCTTGGGTCGTAAAAACGACCTTGGAGTAATCTGTCTACACTGGTGACCTGGAAATCAGAAGTAGTAACACTACGATAGTGCGCTACAATGAATTCTAAGTGTCCCCGGTGGTGTGTAAGCTGGCACAACATGTGGCGGGCAGTTTCAATATTGAGAGGGTCATAATACGCCGGTTGCGTCAGGCTATTTAGCACCATGCCGGGCGAAACGAGGCGTATCGCCAGGGCGAACCGGCCCAACCACAGGTTTTAAATAAAAACGTTTATCAAAACAGGGGGGCGACTAATCCCAGCTAAGGTGGGCGAAATGACTGTAAATTTCGAGTGTTTCCAACCTCAACGTACTAGATATGACTAACAAGACAACCTAATGGCAACGCGCGCTAGGTCAATTTAGGACCGCCTGAGAGGCAGAGCCACCACCCAATCTATAGTATGGCTTCAAGGTCGCTTTTTTAGGCGGGCGGATCACCGCCTAGGACCATCTGGGTAAATATCATGCTGGTATTAGGACAATCCATAATAACCCCGGGTTTCGTCGGAGTTTGAACGGTTTGCCGCAGTCACATCCGGGCCCATAATAGGGG"

 /////////////////////////////////////////////////////////////

 let rev_complement (s : string) = 
 String.Join("", s |> List.ofSeq 
    |> List.rev 
    |> List.map (function | 'A' -> 'T' | 'G' -> 'C' | 'C' -> 'G' | 'T' -> 'A' | _ -> ' '))

 rev_complement "TTGTCTGAGGAACCCTTTGCTGCAAGAAAGGTACAGCGCAATAATATAGCTCGTATTGCCGCAAGCCCAGCAGCAGCCTACCAAGGCCTGTAGAAGTATGCGTAAGCATGTTCGCTATCGAAGTTCCAAGTCCGCGAAAGCGAGAGGTAGCGCTCTCTGCGAATTGGTGCGACAGAGTTTTTCTTTCATTTGATCGTCAAAAGCATTGCGGTCCGCACAAAGCATAACTCCTCACAGATTAGATTACGGTGTTTTTCGAATAGCCATACGCTGAATGCCGCACTTTGTCTTTCGCCCCGGCGTAACTCGCAGCACAGCTCATGCTTATTACCGCTCCGTGATGACTTTACCCAACTTATTAAACGTAGTGTATTCATCTTATCCTACGAGATGTGCGCAGGGTCCGGCACTAGACCTTGGGGGAGGACTGTTTAGGCTTTTGGTCTTCGTAATAGCGTATCGGTACCCGCCCGCTGTATGACCGCTTGCAACACTACTCACACCCCATCTAACTCTTTCGCCCTAGGGAGGCCGAAGGAAGTACCACGCGCTTTGCCCCCTGGGAAGCTAAAGAGGCGAAAGGTTAAGTTTTATTTCCCCATTAGTGGTGCCGACCCCGCATAAGGCCATTTAGGTCTCGGGACACACTAAAAGACATCTCTGGTTACCATTTATGCTTAAGCTCGCCATGCGAACGGCTGGATCCGCGACTGAGGGCCTCTCCTAACCCCGTTCAGAGCGTAAAAGTCCCCCAGATTGTGACAGGTCTCTCCGGACATAAATCCAGAAACGGATGACGTAAAGTTGAGGGTGGAGG"

 /////////////////////////////////////////////////////////////

 let hamm a b = HelperFunctions.hamming (a |> Prelude.charArr) (b |> Prelude.charArr)

 hamm "TCTAAGTATCCCCTCACCCGACGATACAGGGAGGCATAAAGGTATCTAACCTAATTGACCGGTTCTCTACGCCTGGGTCAGCCTGCTCCGGTACCGTGGATTTCGCTCTTCCAATCGGTCAAGATACCCATATGTTAGGACCCCCTTCTCTAGGACCCTTTGTTCTTTTTAGCGGGGTTTATGGAAGAGAATTAAGTGTCCTGGGGTTAGGTGCCGTCGCTACTAGTAAGGTACATGAAGAGTCGCGATTCCACCGGTTTTGCGACGACGCAACACGTGGCCTTACTGTCTAGATAGGCATAGAACTTACTTATGAAAACCTTGTCGCGTGCCCTCTATCTGGCCAGGGGATAGCTGTGAAGGTCCTCGACGGTCGGGGCCTTTGTATGCTCATGTAAAAGACCTAGCGGTTATCAATCACTCCCTACTCACCCACTAGCTAATCCGGCTATGTTCGACCTCAGAGACCTCTTCCCAGTGTGTTTTAAACCACCGGTCAGTGAAGGGCACGACGATCATCGGCGGCTCCTTAAACACCCCCTCGTCGACCCACAGAAATAGTACTATATTATGTTACCGACAGCCCGAATGAGCTCCCCCACTCCGGAATGCTATCGTTTGGCGGAATCGGTAAATTCATTAAAACGTCTTTTTAATTCCAGCACCCTCATCTGCCGTGCCGCTTGCAGTGTAGGAGCATCATCTTCAGTCACCGATTCTGTCCACCACCAGGCCGCTACAGAAGTCCCACCCGCCGGCTATTCATCGCCAATGTCCAGTCCCCCCAGTCCTCATTAAATGTATTTTACTGGAACGAGCCAGCATATCAAGGCTAGACTAGTGGACACCGAACGCAATGTGACCTTAGCTACCATGCATTGCCGGCAACGTATCAGTTCGTTTATGATTCGTCACTGTGGATTGTGTATCATCGGATTAAGGTCGGCCTAATATGCTAATTAAC" 
     "CAAAAGGTTTGCTCCACATGTCGACAAAGGGCGAAAACGAAGTTTCTATGCCGAGTGGTCCGTCGTTTCCTTCGTGTCCAGCCTGCCCCGGGAATGAGGGATCCTCTCGTCGAGTGAGTCTTAGTGCCGCACAGCGACCAGCTACCTCTCTAACACGATGTAGTAATTTTTTAAATGTCTATGCTGCATAGCTGAATGCCGTAGGGTTAGAGGCGGCCACTAAATGTGCAATCCCGCGAGTGAACCGGATTAAAGGGTCTCATGCGACCGCTGGAGGAGGTTGGAGTATCATAGAAGTCAAGGTTGATACATATTTGAAAGTGCTCACGTCCCTTGTATGTTGTCATGGACTGGCCTTGCAGTGTCTCTACGGCTGGAGCGTTTCTTCGTTGTTGTGGAGAACGCAGTATTCGCCAATCGCCACATAATCACAGAAGCTCTCATCGTGCAAGTTTTGCCCTGGCTGACTCCTTCAAATTGCGCTATTCACTACCGGTGAGCGTATAACACAGACTTGATCCGGGCCGACTAAAACACTCGTCCCTTCAAACACAAAGGGAGGCTTGTAATTGCTTGACGAAGCCGCCAAACTGTCTAAGCGCTTTATCGAAGACCCTTGGTGCGTAATAATCGTCTGCACCCGTCGATCTAATTAAGCGAAGCGCCCTCACCGGTGGTGTCCTTCGCGAGTTAGGATCAGGATGTAGATTTATCGCTCTGGTCTCCCCAACAGGAGATACAATATTCTATCCTAACGGCTACTGATCGGCAAGCCGGTTCCCCCACATTCTGGCTTAACTGCCATTTCCTGGCATTTACCTGAAGAGCCAAGCAAAACTAGTGTTCACGATTGGAAATGGTGTATTACGCAACATAAACTCGCGGACAACAATCCCTTAATACAAGAGCTTTCAGTGTAGATGGTCTATCATTGCGTTGAAGTCCACCTAATCTGCCTACTAAC"

 /////////////////////////////////////////////////////////////

 // From: http://stackoverflow.com/questions/286427/calculating-permutations-in-f
 // Much faster than anything else I've tested
 
 let rec insertions x = function
    | []             -> [[x]]
    | (y :: ys) as l -> (x::l)::(List.map (fun x -> y::x) (insertions x ys))

 let rec permutations = function
    | []      -> seq [ [] ]
    | x :: xs -> Seq.concat (Seq.map (insertions x) (permutations xs))

 let perms n = 
    let pers = permutations [1..n]  
    let plen = pers |> Seq.length |> string
    pers |> Seq.fold (fun str perm -> str + String.Join(" ", perm) + "\n") (plen + "\n")

 File.WriteAllText(dir + "perms.txt", perms 7)

 /////////////////////////////////////////////////////////////

 let str = @">Rosalind_6404
 CCTGCGGAAGATCGGCACTAGAATAGCCAGAACCGTTTCTCTGAGGCTTCCGGCCTTCCC
 TCCCACTAATAATTCTGAGG
 >Rosalind_5959
 CCATCGGTAGCGCATCCTTAGTCCAATTAAGTCCCTATCCAGGCGCTCCGCCGAAGGTCT
 ATATCCATTTGTCAGCAGACACGC
 >Rosalind_0808
 CCACCCTCGTGGTATGGCTAGGCATTCAGGAACCGGAGAACGCTTCAGACCAGCCCGGAC
 TGGGAACCTGCGGGCAGTAGGTGGAAT"
 
 let gc_content (s:string) =
  let dnas = s.Split('>')
  dnas.[1..] |> Array.map (fun dna -> let dat = Regex.Split(dna,("(?<=\d)\n")) 
                                      dat.[0], let sqs = Regex.Replace(dat.[1],"\s", "") 
                                                         |> countsymbols 
                                                         |> Map.ofSeq in
                                               (sqs.['G'] + sqs.['C']) / sumMap sqs)

 let topgc s =
  let id, gc = gc_content s |> Array.maxBy snd
  sprintf "%s\n%f%%" id (gc * 100.)

 topgc str

 /////////////////////////////////////////////////////////////

 let pfromGc gc =  2. * ((gc/2.) **2. + ((1. - gc) / 2.) **2.)
 String.Join(" ", "0.000 0.066 0.182 0.199 0.272 0.369 0.413 0.466 0.519 0.572 0.658 0.703 0.801 0.830 0.894 1.000".Split(' ')
     |> Array.map (float >> pfromGc))

 /////////////////////////////////////////////////

 let rnacodonTable = 
 splitstr [|"\n"; "  "|] @"UUU F      CUU L      AUU I      GUU V
    UUC F      CUC L      AUC I      GUC V
    UUA L      CUA L      AUA I      GUA V
    UUG L      CUG L      AUG M      GUG V
    UCU S      CCU P      ACU T      GCU A
    UCC S      CCC P      ACC T      GCC A
    UCA S      CCA P      ACA T      GCA A
    UCG S      CCG P      ACG T      GCG A
    UAU Y      CAU H      AAU N      GAU D
    UAC Y      CAC H      AAC N      GAC D
    UAA Stop   CAA Q      AAA K      GAA E
    UAG Stop   CAG Q      AAG K      GAG E
    UGU C      CGU R      AGU S      GGU G
    UGC C      CGC R      AGC S      GGC G
    UGA Stop   CGA R      AGA R      GGA G
    UGG W      CGG R      AGG R      GGG G" 
                    |> Array.map (fun (str:string) -> let code = str.Trim().Split(' ') in code.[0], code.[1])
                    |> Map.ofArray

 let translate (rna : string) = 
    String.Join("", [| for i in 0..3..rna.Length - 4 -> rnacodonTable.[rna.[i..i + 2]] |])

 translate "AUGGCCAUGGCGCCCAGAACUGAGAUCAAUAGUACCCGUAUUAACGGGUGA"
 translate (File.ReadAllText(dir+"rosalind_prot.txt"))

 ///////////////////////////////////////////////////////

 let motifs (s:string) (sub : string) = 
  let rec findall output = function 
     | (i:int) -> let pos = s.IndexOf(sub, i) 
                  if pos = -1 then output else findall (pos + 1 :: output) (pos + 1)
  findall [] 0 |> List.rev

 String.Join(" ", motifs 
   "CTTTAAACGACATGACCCCAACGACATTGAACGACATCAGCCGTCTCAACGACATTACGGCAACGACAAAACGACATCTCCTGCGAAACGACAAACGACAATAACGACACAACGACATCAACGACAAACGACACAAACGACAGAACGACAGAACGACACGATATTAAACGACAGGAAACGACATAACGACAGCGTCCTAGTTTACAGAACGACAAGAGTCGATTCAACGACATTAACGACACGAACGACATACTAAGACTAACGACAAACGACATAAACGACAGTTGTCAAACGACAAACGACAGACATCATAAACGACACTAACGACACGTAAGAACGACAAACAACGACACAAACGACAAACGACAGGTTAACGACATAGAACGACAAAACGACATCTTAACGACATAACGACACATTAACGACAATTCATGAACGACAATAATACTAACGACAAACGACACCAACGACATAACGACAAACGACATCTATACAACAACGACAGCAGCTAAACGACATTAACGACATAACGACAAACGACATAAACGACATAACGACATCCTAACGACAGTAACGACACCAACGACATCCTTGCAACGACACGTGCAACGACACTGAAACGACAAACGACATTCCTTGAACGACAAACGACAAACGACATCAACGACACCAACGACAAACGACAAACGACAAACGACATCGCAACGACAAACGACAAACGACATAACGACATTAAAAGGAACGACAACGCAACGACAGAACGACAAAACGACAGGAAACGACAGAACGACACCGCAGGATGCCGATAATGCCGGCAACGACAAACGACAAACGACACAACGACA"
   "AACGACAAA")


 ////////////////

 let motifProb (r:int) n m gc = Math.Round((pfromGc gc) ** n * (m - n + 1.), r)

 let dat = "0.000 0.105 0.165 0.219 0.257 0.310 0.388 0.412 0.465 0.518 0.576 0.640 0.680 0.747 0.789 0.854 0.921 1.000".Split(' ') |> Array.map float
 String.Join(" ", dat |> Array.map (motifProb 3 8. 9093.))
 
 (*
 Go through half the string. from both directions at once
 add to a lstr and an rstr. compare lstr to rstr, if they are equal set a flag. if not equal continue
 if the next char is not equal then end. else continue
 *)
 let borderLen (str:string) =
    let rec findfail state lstr rstr i =   
        let lstr', rstr' = lstr + string str.[i], string str.[str.Length - 1 - i] + rstr 
        let state' = lstr' = rstr'
        match state' with  
            | false when state = true -> lstr'.Length - 1
            | _ when  i >= str.Length / 2 - 1 -> if state' then lstr'.Length else 0
            | _ -> findfail state' lstr' rstr' (i + 1) 
    findfail false "" "" 0 

 let failureArray (s:string) =
  let b = Array.create (s.Length + 1) 0 in b.[0] <- -1
  let rec seeklongest i = function
    | -1 -> 0
    | j -> if s.[j] <> s.[i] then seeklongest i b.[j] else j + 1
     
  for i in 1..s.Length do  
    b.[i] <- seeklongest (i - 1) b.[i - 1] 
  b.[1..]

 "CAGTAAGCAGGGACTG" |> failureArray
 let str1 = File.ReadAllText(dir+"rosalind_kmp.txt").Trim()
 let res = String.Join ( " " ,failureArray str1) 
 File.WriteAllText(dir+"roskmpout.txt", res)  

 ///////////////////////////////

 let sqstr = @"GATTACA
 TAGACCA
 ATACA"

 let dats = sqstr.Split('\n') 
 let dats2 = [|"crayon"; "raygun"; "crayfish";"crapton"|]
 let dats3 = [| "pinging"; "dinging"|]

 let commonSubstrs (strings : string []) = 
    let start = HelperFunctions.longestCommonSubstring strings.[0] strings.[1]
    strings.[2..] |> Array.fold (fun (fset) curword  -> fset |> Set.map (fun w -> HelperFunctions.longestCommonSubstring w curword) 
                                                             |> Set.unionMany) start
 let str1 = File.ReadAllText(dir+"rosalind_lcs.txt").Trim()
 let dats = str1.Split('\n') 
 let lcs = commonSubstrs dats 

 ///////////

 ////////////////////////////////////////////////
                               

 let rec listPermutations = function
  | [] -> Seq.singleton []
  | (l::ls) -> seq { for x in l do for xs in listPermutations ls do yield (x::xs) }

 let lexic n (alpharaw:string) = 
    let alpha = alpharaw.Replace(" " , "")
    let sq = listPermutations [for i in 0..n - 1 -> alpha] 
               |> Seq.toArray 
               |> Array.map (fun cl -> String.Join("", cl))  
 
    let order (alph:string) = alph |> Seq.mapi (fun i c -> c, i) |> Map.ofSeq
    let lookup (order:Map<char,int>) char = order.[char]
    let lexorder = order alpha

    sq |> Array.sortBy (fun (str : string) -> str |> Seq.map (lookup lexorder) |> Array.ofSeq)

 let res = String.Join("\n", (lexic 3 "J T Y G D N"))                                

 let lexic2 k n (alpharaw:string) = 
    let alpha = alpharaw.Replace(" " , "")
    let sq = [for m in k..n -> listPermutations [for i in 0..m - 1 -> alpha] ]
                 |> Seq.concat
                 |> Seq.toArray 
                 |> Array.map (fun cl -> String.Join("", cl))  
 
    let order (alph:string) = alph |> Seq.mapi (fun i c -> c, i) |> Map.ofSeq
    let lookup (order:Map<char,int>) char = order.[char]
    let lexorder = order alpha

    sq |> Array.sortBy (fun (str : string) -> str |> Seq.map (lookup lexorder) 
                                                  |> List.ofSeq)

 let res2 = String.Join("\n", (lexic2 1 4 "Q W U L P H X I S C G"))
 Clipboard.SetText(res2)

 //////

 let codeexons (dna : string) (introns: string[]) = 
     introns |> Array.fold (fun (splicedDna:string) curintron ->  
                                  splicedDna.Replace(curintron, "")) dna


 let dna = "ATGTGCGAACAAAATGGCGTAAAAGTCAAGGTTGTCGGCTCAGAGTGTCTATAACATTATCAAGTGATGCCGGATATTTGAATCTCGCAGCACCAGCAAGAATAATGGTTTTAGAGAATGAGACCTTGACGGCGCGGAATAGAGGGGTGACCCCCTCCATAGTCGTTCCAACAACGGGAATCATACTAGAGTCCTACCACGACGCCAATATTAACTCGATCCGGGGGCACGGACCATATGCAACGTCTCCGCCAATTCCCGCCAAGCTCAAGAGGGTAACCATGGTCCAGGAAGCGTCCTGGAACACCCAGCATCGAAGGTTGGAGCAGTGGAGGTTCACTTATACTAACAGACTCGGAGTGATAAAAGTCGACTGCGGTATTCTGGTATATACATCGCCTAGGTAGTGTTTTGATTCACCACCTTGAGGGAATCCGGATGTTCCGCGACCTCACGATTCTCAAATTAGAAACAATAGATCAGCAACGACTGTAGACACCGTGGTTGATATACAAAGGCTCTTAAGCTGCAAGCCTAAAACGTGTGTGTCCCGGCTTACAGGGACCTGGGCCCAGGCATGAGAAGATACAGAAGGCTAAGAGACCGGGAGCTTGACTTGGCTGCAAGTAGCCAAAGTGACTCCTCAACGTGTATACACTAGATGCAGTCGAATTGGGCCGCGGTACCGGGGGGGAAACACAATCCGAAATACTTCATCGAACCTTTACATATTTGATCAGAGACGCAGTGGATTCCCTGGTCTACGATTCATTGTCGGTATCCGAAATGGTCCCTACCAACTGGGCATCCACTACGTTTACATGACTGGTCTTTGGGCTCGTGCCAAGAACCGGAATAGGTATAGATGCGCTACGCTCCACGTGAAAGCACGTGGTATATCTGGAGTGAGCACCTCGCCCACGTCCGGAACGCTGCCGCATAA"
 let introns = @"CTTTACATATTTGA
 AGCTGCAAGC
 TTAGAGAATGAGACCTTGACGGCGCGGAATAGAGGGGTGACCCCCTCCAT
 GCTACGCTCCACGTGAAAGCACGTGG
 CTAACAGACTCGGAGTGATAAAAGTCGACTGCGGTATTCTGGTAT
 CACTACGTTTACATGACTGGTCTTTGGGCTCGT
 ACTAGATGCAGTCGAATTGGGCCGCGGTACCGGGGGGGAAACACA
 AAGGCTAAGAGACC
 TCAGAGTGTCTATAACATTATCAAGTGATGCCGGA
 CCCTGGTCTACGATTC
 CGCGACCTCACGATTCTCAAATTAGA
 CTACCACGACGCCA
 TCAAGAGGGTAACCATGGTCCAGGAAG".Split('\n')
 let res2 = (dna, introns) ||> codeexons |> transcribe |> translate
 /////////////////////

 let mmasstable = splitstr [|"\n"|] @"A   71.03711
 C   103.00919
 D   115.02694
 E   129.04259
 F   147.06841
 G   57.02146
 H   137.05891
 I   113.08406
 K   128.09496
 L   113.08406
 M   131.04049
 N   114.04293
 P   97.05276
 Q   128.05858
 R   156.10111
 S   87.03203
 T   101.04768
 V   99.06841
 W   186.07931
 Y   163.06333" |> Array.map (fun s -> let spl = splitstr [|"  "|] s in char spl.[0], float spl.[1]) |> Map.ofArray
 let lookupmass c = mmasstable.[c] 
 let proteinmass (protein:string) = protein |> Seq.fold (flip (lookupmass >> (+))) 0.

 File.ReadAllText(dir+"rosalind_prtm.txt").Trim() |> proteinmass

 /////////////////
 
 let topermMap (ps : int []) = ps |> Array.mapi (fun i x -> i + 1, x) |> Map.ofArray
 
 let inversePerm (p) = p |> Map.toArray |> Array.map swap |> Map.ofArray

 let (<*>) (a:Map<int, int>) (b:Map<int,int>) = [| for i in 1..a.Count -> i, a.[b.[i]] |] |> Map.ofArray

 let permAsline a = a |> Map.toArray |> Array.map snd

 let breakPoints (p : int []) = 
       p |> Array.fold (fun (numPoints, i) x -> 
                          let adj = match i with 
                                     | 0 -> int (abs(0 - x))
                                     | y when y = p.Length - 1 -> (abs (y + 2) - x) 
                                     | _ -> abs(p.[i + 1] - x)
                          if adj <> 1 then (numPoints + 1), (i + 1) else numPoints, (i+1)) (0, 0)

 let permuted (workarr:int[]) i j =  
    let mid = workarr.[i..j] |> Array.rev
    let left, right = (if i = 0 then Array.empty else workarr.[0..(i-1)]),
                        if j = 9 then Array.empty else workarr.[j + 1..9] 
    let n = Array.concat [left; mid ;right] 
    let score,_ = breakPoints n
    n, score  

 let rec search cnarr best i = function
  | w when w <= (9 - i) -> 
    let obest, a = best
    let na, sc = permuted cnarr i (i + w) 
    search cnarr (if sc = obest then 
                        (sc, na :: a)  
                elif sc < obest then
                        (sc, [na])
                else best)  i (w+1)
  | _ -> best

 let computePerm cnarr =  
    let rec intervs b = function 
        | i when i <= 8 -> intervs (search cnarr b i 1) (i+1)
        | _ -> b
    intervs (Int32.MaxValue, [[||]]) 0 

 let rec pickDepth isroot depth (arrs : int [] list) = 
   match arrs with 
     | [x] -> if isroot then 0, x
              else let sc, lst = computePerm x
                   if sc = 0 then 
                      depth, lst.Head
                   else match lst with 
                           | [x] -> depth, lst.Head
                           | x -> pickDepth false (depth + 1) lst
              
     | x -> let sc =  x |> List.map (fun d -> computePerm d, d) 
            let tsc, zz = sc |> List.minBy (fst >> fst) |> fst 
            if tsc = 0 then 
                depth, zz.Head
            else let nn = match (sc |> List.filter (fun z -> z |> fst |> fst <= tsc )) with  
                            | [p] -> depth, p |> fst |> snd |> List.head      
                            | lsf -> lsf |> List.map (fun ((_,d),_) -> pickDepth false (depth + 1) d)
                                         |> List.minBy fst
                 nn

 let rec searchall t narr count =   
  if HelperFunctions.hamming t narr = 0 then printfn "%A" narr;printfn "%A" t; count 
  else 
    let _, bestArrs = computePerm narr
    let ta, topn = pickDepth true 1 bestArrs
    searchall t topn (count + 1 + ta)   

 let alls =  @"9 3 10 7 2 5 6 4 1 8
 2 9 10 8 4 7 5 6 3 1".Split([|"\n"|] , StringSplitOptions.RemoveEmptyEntries) |> Array.map (fun (s:string) -> s.Split(' ') |> Array.map int)

 sw.Restart()

 let xuse = [| for i in 0..0 do 
                 let pi = ((alls.[i + 1] |> topermMap |> inversePerm) <*> (alls.[i] |> topermMap)) |> permAsline   
                 yield searchall [|1..10|] pi 0 |] 
 sw.Stop()
 sw.Elapsed

   // original      depth search  rev order   min a b
 //rr2 8 6 8 6 5 -> 8 5 8 5 5 ->  5 7 8 4 5   5 5 8 4 5   5 5 7 3 5
 //rr 7 5 6 8 4 ->  6 5 6 8 4 ->  7 5 7 8 7   6 5 6 8 4   6 5 6 7 4
 //site 9 4 5 7 0 -> 9 4 5 7 0 -> 9 4 6 7 0   9 4 5 7 0   9 4 5 7 0
 //rr5  N/A            N/A          N/A       7 7 5 8 5   7 6 5 7 5

 /////////////////////////////
 let intToCodons = function 0 -> "A" | 1 -> "C" | 2 -> "G" | 3 -> "T" | _ -> ""
 let consensus (dnas:string []) = 
    let len = dnas.[0].Length
    let A = Array.create len 0
    let G = Array.create len 0
    let C = Array.create len 0
    let T = Array.create len 0
    let letterPairs =  ['A', A; 'G',G;'C',C;'T',T] 
    let letterMap = letterPairs |> Map.ofList
    dnas |> Array.iter (fun dna ->
                          dna |> String.iteri (fun i letter -> let pvec = letterMap.[letter] 
                                                               pvec.[i] <- pvec.[i] + 1))
    [ for i in 0..len - 1 -> letterPairs |> List.maxBy (fun (_, dat) -> dat.[i]) |> fst ],
    [|A;C;G;T|]

 let d = File.ReadAllLines(dir+"rosalind_cons.txt")
 let a,b  = d |> consensus
 Clipboard.SetText(String.Join("", a))
 String.Join("\n", [for i in 0..3 -> intToCodons i + ": " +  String.Join (" ", b.[i])]) |> Clipboard.SetText 

 /////////////////////////
 let readFASTA (s:string) =  
  let dnas = s.Split('>')
  printfn "%A" dnas.[0]
  dnas.[1..] |> Array.map (fun dna -> let dats = Regex.Split(dna,("(?<=\d)[\r\n|\n]")) 
                                      dats.[0], Regex.Replace(dats.[1],"\s", "")) 


 let overlapGraph k (data : (string * string) []) =
   data |> Array.fold (
           fun (edgelist, i) (id,dna) ->
                data.[i + 1..] |> Array.fold (
                   fun edgelistInner (idComp, dnaComp) ->    
                        if dna.[dna.Length - k..] = dnaComp.[0..k - 1] then 
                            //printfn "%A" (k,id, idComp,dna, dnaComp, dna.[dna.Length - k..], dnaComp.[0..k - 1])
                            ((id, idComp), (-1, dna.Length - k)):: edgelistInner
                        elif dnaComp.[dnaComp.Length - k..] = dna.[0..k - 1] then
                           // printfn "%A" (k, dna,idComp,id, dnaComp, dnaComp.[dnaComp.Length - k..], dna.[0..k - 1] ) 
                            ((idComp, id), (1, dnaComp.Length - k)) :: edgelistInner
                        else edgelistInner) edgelist, i + 1 ) ([], 0)

 let dset = @">Rosalind_0498
 AAATAAA
 >Rosalind_2391
 AAATTTT
 >Rosalind_2323
 TTTTCCC
 >Rosalind_0442
 AAATCCC
 >Rosalind_5013
 GGGTGGG" |> readFASTA

 let dnastrs = File.ReadAllText(dir+"rosalind_grph.txt").Trim()
 let dset = dnastrs |> readFASTA
 let dispList (elist : ((string * string)*(int*int)) list) =
   elist |> List.rev
         |> List.map (fun ((s1,s2),_) -> s1 + " " + s2)

 String.Join("\n",overlapGraph 3 dset |> fst |> dispList) |> Clipboard.SetText

 /////////////////////

 let inverseRNATable = rnacodonTable |> Seq.groupBy keyValueToValue 
                                    |> Seq.map (fun (pcode, codons) -> pcode , codons |> Seq.length) 
                                    |> Map.ofSeq

 let inferRNA n (protein : string) =
   protein |> Seq.fold (fun count letter -> (inverseRNATable.[string letter] * count) % n) inverseRNATable.["Stop"]

 "MQTIINFIPCHKGAGDVMEAPDIPNTNETSVPKVDLYTLGPRQDNSGREGPNKRFRVHTWRFMISFHMMMKQPKCLWNVHDLHHFWSHAENFKMRETITSCDYPADVGNNRLAREHKWTFTGGTHMYLCRKCSTQKYYLEASEDKRAAKITMCIIYLTIVVTFFTSGNRCTVHWSFFLYEATHYHPIAPWLQVSINCYGCAGWCNRQIVICIGRLFINKNCHNGLRHPIAHENMYQQAASEAVDFYLMMMDRWEDNGWWVTSIQIIPELDRRPYVSHVWYCWLCCDTCWWKHKNRNPRKNNKASAKFNTGNTKNPLMNVMKSNFWMVTQRAISTHNYNWEWGEDRYCVCKTTPFRRSNKQDRGNRDIVAEWKHTEYNPWKQMPHKKWVWRFRDCHGYRRSNHCQMFSLSMWIELPVMLDTPMDMIDVCGGNKRLFPPRVWWWLMTSGMGQSQGMMCRRMPDHCSRFTYGLKHWEPSAFMWKAEHWKGHSSLFDLFLAKPRGAVYQDIVEYMHWPYIKISEGKWWTGPIKEYDSNQLAVFVLDPWSFMEQKEDKMVKQGTKCQSNRTGWGFVCVWNLKEWQPGWETWQPQLFTMAKMHGSNHNCQQPGVKTCCNKCSRLHIHPKLVFFDPYLQSYMGNPKVCNPYCQVPKRNQEDKWYCGMQLHDHTRSRSRMLDDVIWSSVYAKHTWKCVMLYMPPGYKVLESGLDMSMDESHSACPLHQNQPFVNQFQHYGRWGHWVNNFQHPELGIFMWIRRNSWHNQHWELVECHFDKVPQRHFFADVTKAYQSGCVGMVMRNSSMTWAKKRLFFRAIQDRLNMAISCWKSVPEHQNMGNFPWTWAGVSMPKTTLMVWVVGMMQEQFMFTADHMYLTAQAGPKFRDNNCTVWHNADFDHTRGDSWTMLALEIKEVIGEGDIEYSRYGDNTPPVNHSNEEFFWMTRQGMIVGDPILTFGIDQKEYMHEEWHERWIHQTQYFIPDCCQTNARCEIQCDTIRMFPWTY"
   |> inferRNA 1000000

 ////////////////////

 let joinstr (sep:string) (a:'a seq) = String.Join(sep, a)
 let splicedMotif (dna:string) (comp:string) =
  let rec seekMotif indices i = function
       | j when i = comp.Length || j = dna.Length -> indices
       | j when dna.[j] = comp.[i] -> seekMotif (j + 1::indices) (i+1) (j + 1)
       | j -> seekMotif indices i (j + 1)
  seekMotif [] 0 0 

 splicedMotif "ACGTACGTGACG" "GTA" |> List.rev |> joinstr " " 

 let s = "CCCTCGTGACATGTACGGCACAACCCTATTTGTCTTTGAGGGGAAAGTTACACTTTGTCCAAAACAGGTGCGAAATGATGACACAACGGTGGTGAAATGCGTTAATAGAGAGGGCAAACGGTGTAACAGCAACGTGGCGCTTAGTACTTGCGTGAGCGCACCCCTACCGAACTACGATCTATTGGGGGGCAATGTCCCCTTCTTTGTCTCCACGCAAACTTGGGGCTCGAACGCCTACCCCGCGTGCGCCTGGCTTTGCGGCAGCGACTCCTCACTGGGTTAGGTAACCCATTTAATTGGTTCATATGGTCCTCCGCCAGCCCGCTATTTACGTAAACCCATTCGAGTCAGCATCGTGCGGAGGAATCGATTCTAAAGGCAGGATCCTTACGACGGTGAACTGTCAGGCGAGGGATTTCTGTAGGTCTATCGAGTGAGTACCGTTATCTCTTAAAGCACCTTACGGCCCAGAGGCCCGAACACGGACATCCATGATGGTAGGGCGGTGCCCAGTGACAGACTATGGAAAACATTATAACTGGCACTACTTTCGAAGAGGTCGAGACTGAGCAGTCATTTGTTATAAGATCTGCTCTTAACATGCGGATCTGGGCAGGCCGTACTGAAGACCTTGACTTGCCATAAGCGCGCCACTGAAGTTATGGTACACAAGTTTCAGCCACAATGAAAAAACCGGGGGGGCCACCCCAGAAATTCCCGTCGGGCAAAGTGTGAACATAAGTACTCACATGTAGGTGTGTAACAAGATGGGGTGACTGAATGTTTCCCGTATGTTGCGTAAGATCTAAGCTGGTACTAGCACAACTGTACGAAGGTCAGGTACTAGCACAACATGGTTCTTGCTGGGCTGGAATCCCGAGTCGCTACCAATTGAAACGTACATGTGG"
 let t = "GATTAAAAGACCCACAGTCCGGTCTGATATCAGAAGGTCACGGCACTTTTTAAGGCGATTTTTGCAATTAAG"     
 splicedMotif s t |> List.rev |> joinstr " "
 ///////////////////////////////////////

 splitstr [|"TAG"; "TAA"; "TGA"|] 

 let dna1 = "AGCCATGTAGCTAACTCAGGTTACATGGGGATGACCCCGCGACTTGGATTAGAGTCTCTTTTGGAATAAGCCTGAATGATCCGAGTAGCATCTCAG" 
 let dna11 = "CGGATTTGTAGAACTCACAGGGCGCTCTTTACAGGATGTGCCGGTATATGCATACCCTAGATGAAGTCATCTCCCACCGATCGCGTAGCAGCTCGGTGGCAAAACATTAAGCCAGTATGAACCAACACGACTGCATCTTACTTCTCTTGCTTGACGTATTTATTGAAAGTGAAATGTCACTAGCAGGGATTCGTCCTTACTCAGCCTGGCTGGCAACGACTCCCTTCCATTAGCTTCTGCAGAGAAGTACTGAGCTGTTCGCTCCAAGCAGCATGGTGGGACAAACCCTTGATTGGGCGTGGATGGCGAGCCCGATTACAAAGGGATGGGTTTTCTGTGTGCTTATCAAATCTCCAATATCCTCAGCGGCGCTGAAGGTCTATACACCCAGAGACTAACGTGTTAACTACAACCGGCTATTCTAATGGGTATACCGGCCCGTTTGCCTTTCAATGAAGGGGCAAATAGTTCACGTGAGTGGCGCATAGCTATGCGCCACTCACGTGAACTATTTGCCCCTTCATACGCCCCTTAGCCTCGCTGATTCACTGACGGCCGTGGTGACTGCAGCGGAAGTTTTAGGGGGACTACTTGCTGGGCCTTTATTAGCGGGTTCGCTGGGATAGCCATCGTCGATTCGACCATCGGCCCTGAGCGGTGTGTCGCCGCGGGATCCAGACTGAGGGTTGCTTTGCGAATTTGTCAACATGCATCTCTTGGAGCTTACGTACACCGAGTGGAGAGGACCTACCGCGATAATGCATGACTTGCACATCTTCTTGCACATGACTAGGTGCCTACGCCTCCCGGATCGTTACTCGGATGGACTCTCTTAGCTCACCCTGTATAGTGGTGTAGCTGAGCACCGAGCTTATGCGGTGAAATCGCGCGCTTTGGTTGATCGAACCTACTGGTTTATTCATTACCGGACTACCTGGTCCTTGCTCCCGAGCACATGTCCCTGGCTAAACCCACC"
 let rec frames flist (rna:string)  = 
    let start = rna.IndexOf("AUG")
    if start = -1 then flist
    else let prot = rna.[start..] |> translate
         let stop = prot.IndexOf("Stop") 
         if stop = -1 then flist 
         else frames  (prot.[0..stop - 1] :: flist) rna.[start + 3..]

 let f1 = dna11 |> transcribe |> frames [] |> set
 let f2 = dna11 |> rev_complement |> transcribe |> frames [] |> set
 String.Join("\n", Set.union f1 f2) |> Clipboard.SetText 
 ////////////

 let signPermutation (permutation : int list) = 
    let len = permutation.Length 
    let calc = 2. ** (float len) |> int
    let signs = [|0..calc - 1|] |> Array.map (fun i -> let s =  Convert.ToString(i,2) in String.replicate (len - s.Length) "0" + s)
    [ for i in 0..calc - 1 -> permutation |> List.mapi (fun j k -> if signs.[i].[j] = '1' then -k else k)]

 let t = permutations [1..3] |> Seq.collect signPermutation |> Array.ofSeq  
 String.Join("\n", t |> Array.map (fun s -> String.Join(" ",s))) |> Clipboard.SetText
 
 /////////////////
 let dnastr = "TACTGCGCGCGTTTACGATCTTTCTTTCAGCCGCGTGGTGGCAGGTCTCCACTCCTATCACGTTACAAATTTCTATTCGCTCTACTACATCATGTCAGGTTCGTCTTACACGTACTCCGACCTTTGGTACTCCCGTAGCCCCCCACCCGTCTCACACGTCTTTTGAAATTTTACGATCTGGACTGTTTGTTTATTACACATCGCTCGGAGCTAGTGCATACCTGAATCGTACGTAGTGGGGCGACCCTGGCCCTTACCACCTTGCGGGGTGCAAGGCCAACACAACGCCGGGCCGATGGGCCTTCCTGACATGCGCGCAATGTGGAGTTCGTCTAAAAAACCCTGACTTCAACGAAGTCCTTGCATCAGTTAGTTTTCCTGGAGAAGAAACCGTAATAGATGCTGAATTTACTGGAAAGCCCACCTGGCCCTCCATGTCACTGTACGTTATGTAGCTAGCCCCCAGGGGCCCAAGTCGTTGCAACTACCGATAGGACGCGTTATCTTCAGTGAAGACCGCTTCAGTGCGACCTTGATCTCTCAGTGTACCGAGTTGCACCTAACACTGACGAGGCGTTATCGTTCATTGCGGGACTCTATCCTGGGTTATTAATAAGCGCATGGACTGAAAAGTCACGTCACTGATAGTCGTCTGGTCATACACATATATCGATTCGAAACGGCAATTGAATCTCAACGCATTTAACATTAGCCCTCCAGCTGCGCGCAACCGGTACTTGACGTTTATAAGCGTGGTGTAGTGCTGGCTCGGTGACAGCATCGGCCAAGACTAGGCGTATATCATGCAGATCGACACCCCATACCATTGCAGCACCATCAATTATAGCGGGGTTTGAGTTCGCTATGTGTGTCATAGGCATGTTTGTTATCTCTTGTGCCTGGCTACATTGGTCTAGGCTACAAGAGAGCCCCACTGTGGTAACGACTGGTATGCTACAGCG"
 let dnapal = [for i in 0..dnastr.Length - 1 do
                  for j in 3..7 do 
                    if i + j < dnastr.Length then
                     let dstr = dnastr.[i..i+j]
                     //printfn " i %d j %d i + j %d w %d" i j (i + j) dstr.Length
                     if dstr = rev_complement dstr then yield (i + 1,j + 1)]
 String.Join("\n", dnapal |> List.map (fun (a,b) -> string a + " " + string b)) |> Clipboard.SetText

 /////////


 let subsqA = "GCGCAAGAATTGTCAAAATTGCCAGTCACCGTACGCCCGATCGCCAGGCCGTCTAACTCTCACATCACCAGGGGGAGCCAGGTGAAAATTCCACCAGAATTTTCGAGATCCTCTAACAGGTCGTTCTCTTACACAATTCGGTCGATGACCAGTTGCGCTTAGTGCAGTTTTGCGAATAACTCGAGCTAAGAATGGGGACCAGTGGAAAAAAGCGTCTTAATGCGCGTTCTGGCGGGAATGAGAAGTCAGCTGACAGCACACCTCGCGCGTGTCTTGCAATTCAGTCTCATTACCCCTCCGCTTAGTCTCATACTTCAACATGCTGCGATTGATAGCTTTTTGAGCATCACGTATGAGTATGTGGCTGACAAAGCTATATTGTTAGAAAGCACCACCGGTCAAATTAAATAAGTATTCCAGAGTAGACCCAACATTGCGAGCCCGCTATATCATCGTGATCGACTCATACGAGAACCGGGCGAGTTTACTTAACCCATTTGGCCATGTGTTCATGGATTGATACGATCTTGATAACGGGCCGATTCCGTCGGAGTTGTAGGTCCCACACTGGTGCGGACTGCCATCTGTGTGTTCTGATCGTTACAATATACCTGTTCACCACAAGGAACCTTCAATTGGTTTGCTCGATTTATGATAATAACGCTTTTCTGAATACGTTCGTTTCCAGTTGGGGCCTCTGACGGATTGGGCACTGGGGAGCGGCGACCGCGACTTTCAGCGAGAGACCGAAGCTGCCACTTTCGAGAAGAGATAGCATGTGAGCGCGCGGGAGGAGAATGACATCTACGCTCTTCCTCATGAAGTGGTGCCGAGGTCAGCAGCTTACGCGCACCGA"
 let subsqB = "ATTTGCTCGCAGTACGAGAGATTTTTTTACTAAACCTAAGCAACCCAGAAAAGTAGGCTTACTCATAGAGGGATGAGTAGCATGTCGCAATTGCGGGCCATCTCCGTCAATCGGCGAATCGGCAACGCGTGAAAGGGTGTGTAGGAACCCACTTCTATAAACAAGTAGTGCTTCTGACCATACAATCAACAATGGTAGAGAACGATAAGAGCTCAGGGCGTCCATGCTTAGTTAATGGGGTCTGAGCGCTGAAAGATGCTGGTGCTCTAAACACCTCTGCGCTTTTTAGCTGTAACTTCAGCATACACTTGAGTTGAACACTATGGCGTTAGTGCTAAAACTTAATTCAAGGTATCAGTAACCGAGTGTGCTCGGAAAGGAGGGTCCCGCCTTGTCTCCTAGCACTCAGACCAATTTATTTTTTAGGGACCTGAAGACAGCATTGCCTCGATTGCCACTGGAGAAGCCGGATTGTAGGTCCTTTACCGCTGAAGAAAGTGATAAGTTAAACAGCTCATAAACCGGAGCTCATGTTACGAAGCGGGCAGCGCTATTATTTTAGAGGCGATCCTCCACCCTTTGAATCGCTTTTCCAACCGGGCTCACATATGCTCCCCAGTTTTCTGACTCAGACTCACATGGCCCAGTAGGTAATATGGTGTATCAGTTACGCACTCGCCGACGTGGTTGCTCGCCATTATTTTCAACCCGTATAAAGCGCCGCTGCTCCATATCGACAGTGGTGCGTAGATGTATGCGCAGGCAGTTATTGCCGATTCTGGCCACCAGAAAGTCGCTAGTCTCAACTCGACAGTTTGAGAGGAGAAACACTCGTATAAAGTAATTGACGTGGGCCGCAACTCAAAGG"


 let ln ,i ,j, d = HelperFunctions.longestCommonSubSeq subsqA subsqB
 let t = HelperFunctions.backtrackLCS d subsqA subsqB i j
 t |> Clipboard.SetText

 ///////////

 let levStr = "WTDVFDHESYMIWVFCYGSMCLWFMHVRILGDGHWWVEEGRGKCLFCYMRSTIVDFKFRGGFHCGAWQGDERTMVTQQLPGRDAGNWMFLDEQPSYQTGSRGRRQCTMKPQCMGESMVSIINQICGIAWIHIHGRYGQTGRRDVGAGYDCTFHRNAYWLRGGNQHCGFNGINNKLKCVHVQVSVGPKDFPLKESSPVVEAPVMAMLKRYWLLKRSLRDDNETDAHMKKNVQDAAMPITRETKKTWQGVFSQPEMGWWWNMEPKMGECNVKIYIMLIKIVFFESFYHARPVHSSFAMISYPRLENHPRGCYFHHFFEIWWGGGHENEDRSQSRMQGDWTTGLRSDDTGMDDLRQFTGGNPCSTHQMDNCYSGAKMNPHWGCRKMRTIFMFFFEFMYYAHHTCVIVMDNDSTALILSFGWEDLELGFYWRDFSSDRDDCTQCMGENKVEWAWKGRIVKVFSRVKWLYMILCGSNEIVTWAGIPRHMVKYFLMVSCGAVRCADDRPKAWLLWYVDLVTMLPITAKLLDLMHETWFDRINYVESYKCFITRYQILDSINHLTHYVKFHCLHFFEAVDQFLVAVSLQGWKYHVLWKPLIHDYVKDLTKQGIPVKYKKLDNLQIEYNNIEYTMYIWNQLNSDVLNLGNFCGERRRGLWASNFCSCPQRRAKVGRCWTFPSWVCSGNMRLLVKMYMFNHAYINESIYCLETDMPENVRIIHWVMTKFWFYEMCCQPYCTAMPVYTQNYTEKKRCHNIECWDFNPYGQYVIVVWCTVVRNAEVPKMPASESLQEDFYKLVSIVTQNGCKHDYYEKGNNFVRTVEYVKFPQPQMAVSITEVICVWYFQPGQERCTYMVTIECEELYVNCCWFANGLDYGPLHINAHEMCKIAATMIVQRTDPRQCWQAHRNFNMMIVWGHQNWLRGLAPCDGQELVFKAGCTWQAVDQGQTALSWNTQLTELTGTFCDWGHRRTCEDIRNK"
 let levstr2 = "YVNLRQVRAEVNQFYMVYQEVNISYLTVSTQQTMNHIPYCTHYPIWCGYNTADFYCWGTHHKKEFGMQKARKYGGDKMGLHLVYMGVIDRSASLINIKMINGRLWEEWEEELRDVSQFLWQMQGLVNSVKKYKTRKRPEWCAYTGRKWPNTKANGTFTPSRHQPLIARMDYQMFLNQQTTEYKWRCYPFQCSTKCGYLIWIYKQMEMWFRMNPLQYCEETFEEQQIAGFCLGVRWVNHDDEIYMEGPPWEPTNNIVKMYWETALPLWPTYDKWYHAPNFREYIANAWTSIGWNIFIAAPCVDYQYTVFKWLQELEAYETVSLMKLTYIQETLVHVDEETTFRCAMAKMNAAIFLRLKFCTEALESKEQMKSDCLWPDLVDQKIKADTHNLYDAWVRPAKNKKEKGEDNKSAVHMLTASMRISVNETDHAECKVGFLSMLYMENNTQNAMQFQNWDRAVKPFELWPMCRWKPHADNCMLTIKTIGDDGCNQISANPDRYQCECHELHTPTKRRRQDPSSKEHQFTNVMAYSVLFRMDRCHLEMGMWLFRHDNEPVARSMEVHYRHDVGIQQGNVLPEPMGARCMWPCTDSPYYTVWPTISKMILWMEKICPWGKKFEATHYVRDKNRIEGAMPCMDDYMVVWSKNCITQGIDKLADPTGKQINLMCNWQEGVMKNGCKQEHNWDVRMTSYLVHTCPYCPTLTCCGQHKGRLDCFIMFYRLPKYQINRVSSEIMPQQGMISVCVYCGFYKFLVFGLECACWDFTMAVCQWSPTTAQIHSSCDEMYMQVHRFFIHMEKMGRKENQMDYICQQYDCMNQCMQLQRRKDPVQFNWDLSSTHIIPGRENIEKLCKEQYHPTKVFANFCGMDNCIAGQHDWQLIRFYCSAPYKQMSAFKWMKHMLIKNNVLNYPFKFAPETRITPLMWWENKPCAVQLVSKHDSGNFGLPVYTCRGCVLDRQFMRCQNTIRWCTDSSI"


 HelperFunctions.LevenshteinDistance levStr levstr2

 /////////////

 let kmers = lexic 4 "A C G T"
 let dnaF = @">Rosalind_6431
 CTTCGAAAGTTTGGGCCGAGTCTTACAGTCGGTCTTGAAGCAAAGTAACGAACTCCACGG
 CCCTGACTACCGAACCAGTTGTGAGTACTCAACTGGGTGAGAGTGCAGTCCCTATTGAGT
 TTCCGAGACTCACCGGGATTTTCGATCCAGCCTCAGTCCAGTCTTGTGGCCAACTCACCA
 AATGACGTTGGAATATCCCTGTCTAGCTCACGCAGTACTTAGTAAGAGGTCGCTGCAGCG
 GGGCAAGGAGATCGGAAAATGTGCTCTATATGCGACTAAAGCTCCTAACTTACACGTAGA
 CTTGCCCGTGTTAAAAACTCGGCTCACATGCTGTCTGCGGCTGGCTGTATACAGTATCTA
 CCTAATACCCTTCAGTTCGCCGCACAAAAGCTGGGAGTTACCGCGGAAATCACAG" |> readFASTA |> Seq.head |> snd

 let dnaF2 = File.ReadAllText(dir+"rosalind_kmer.txt").Trim()
 let dnaStrF2 = (dnaF2 |> readFASTA).[0] |> snd 
 String.Join(" ",kmers |> Array.map (motifs dnaStrF2 >> List.length)) |> Clipboard.SetText

 /////////////////////////




 let sr = @"ATTAGACCTG
 CCTGCCGGAA
 AGACCTGCCG
 GCCGGAATAC".Split('\n') |> Array.mapi (fun i s -> string i, s) |> Map.ofArray
 let fourth (a,b,c,d) =  d
 let fst4 (a,b,c,d) = a
 let rec seekSuper (sSet:Map<string,string>) = 
   let s = sSet |> Map.toArray
   let ovl =[for i in 1..(snd s.[0]).Length - 2  -> overlapGraph i s |> fst]  
               |> List.concat 
               |> List.sortBy (snd >> snd)  
   let mivl = ovl |> List.filter (fun (_,(_,s)) -> s <= (ovl.Head |> snd |> snd))
                  |> List.map (fun ((e1, e2),(_,sc)) -> 
                                          
                                          let so = (snd s.[int e1]).[0..sc - 1] + (snd s.[int e2])
                                          printfn "%A" (sc,so)
                                          sc,e1,e2, so)
   match mivl with
   | [a] -> (fourth a).Length, fourth a
   | os ->  os |> List.map (fun (_, e1,e2,str) -> 
                                                 printfn "%A" str
                                                 let nmap = Map.remove e1 sSet |> Map.remove e2  
                                                 seekSuper nmap) 
                        |> List.minBy fst
  
 seekSuper sr
 //[("3", "GCCGGAATAC"); ("1", "CCTGCCGGAA"); ("2", "AGACCTGCCG");
 //   ("0", "ATTAGACCTG")]

 //   ATTAGACCTG AGACCTGCCG
 //   ATTAGACCTGCCG CCTGCCGGAA
 //
 //   ATTAGACCTGCCGGAATAC
 //   ATTAGACCTGCCGGAATAC
 
 ///////////////////////////
 type RandomVariable<'a when 'a : comparison> = Map<'a, float * float>

 let makeDist (items: ('a * float) []) = 
    let sum = items |> Array.sumBy snd
    items |> Map.ofArray 
          |> Map.map (fun _ count -> count, count/sum) : RandomVariable<'a> 

 let normalize dist =  
   let sum = sumMapGen (fun op (count,_) -> op count) dist
   dist |> Map.map (fun _ (count,_) -> count, count/sum)
    
 type Dominance =  Dominant | Recessive

 type Allele = Homozygous of Dominance | Heterozygous
  

 let pops = [|("k",Homozygous(Dominant)), 21096.; ("m", Heterozygous) , 27320.; 
             ("l",Homozygous Recessive),33757.|] |> makeDist

 let takeOne thing ps = let item , rest = Map.partition (fun key _ -> thing = key) ps
                       let less1, _ = item.[thing]
                       let recount = if less1 - 1. = 0. then rest |> normalize
                                     else rest.Add(thing, (less1 - 1., 0.)) |> normalize
                       item.[thing], recount    

 let mate p = function 
  | Homozygous Dominant, _ 
  | _ , Homozygous Dominant -> p
  | Heterozygous , Heterozygous -> 0.75 * p
  | _, Heterozygous
  | Heterozygous , _ -> p * 0.5
  | Homozygous Recessive , Homozygous Recessive -> 0.  
  
 let v = [|for x in pops do
            let (_,p),r = takeOne x.Key pops   
            let al = snd x.Key
            for y in r do
                let (_,al2), (_,p2) = keyValueToPair y       
                yield al, al2, mate (p*p2) (al, al2) |]
 v |> Array.sumBy third

 //////////////////////////////////////

 let combins = MathNet.Numerics.Combinatorics.Combinations

 let f total atleast p = [for x in atleast..total -> p ** x * (1. - p) ** (total - x) * combins(int total,int x)]

 let iall k N = 
   Math.Round(f (2. ** k) N 0.25 |> List.sum,3)

 iall 7. 32.  

 ////////////////////////////////
 let regex = "N[^P][S|T][^P]"

 open System.Net

 let wc = new System.Net.WebClient()

 let readFASTA2 (s:string) = 
   let dats = s.Split([|"\r\n";"\n"|], System.StringSplitOptions.RemoveEmptyEntries)// Regex.Split(s,("[\r\n|\n]"))  
   dats.[0], String.Join("",dats.[1..])

 let str = ">sp|P10761|ZP3_MOUSE Zona pellucida sperm-binding protein 3 OS=Mus musculus GN=Zp3 PE=1 SV=4
 MASSYFLFLCLLLCGGPELCNSQTLWLLPGGTPTPVGSSSPVKVECLEAELVVTVSRDLFGTGKLV
 QPGDLTLGSEGCQPRVSVDTDVVRFNAQLHECSSRVQMTKDALVYSTFLLHDPRPVSGLSILRTNR
 VEVPIECRYPRQGNVSSHPIQPTWVPFRATVSSEEKLAFSLRLMEENWNTEKSAPTFHLGEVAHLQ
 AEVQTGSHLPLQLFVDHCVATPSPLPDPNSSPYHFIVDFHGCLVDGLSESFSAFQVPRPRPETLQF
 TVDVFHFANSSRNTLYITCHLKVAPANQIPDKLNKACSFNKTSQSWLPVEGDADICDCCSHGNCSN
 SSSSQFQIHGPRQWSKLVSRNRRHVTDEADVTVGPLIFLGKANDQTVEGWTASAQTSVALGLGLAT
 VAFLTLAAIVLAVTRKCHSSSYLVSLPQ"

 let motifs2 f (s:string) (rx:Regex) = 
   let rec getAll cs i  = function
      | false -> cs
      | _ -> let nmatch = rx.Match(s, i)   
             match nmatch.Value with 
                  | "" -> getAll cs i nmatch.Success 
                  | _ -> getAll (f nmatch::cs) (nmatch.Index + 1) nmatch.Success
   getAll [] 0 true

 let rx = Regex(regex)   
 let findMotif (p:string) = 
  let dna = wc.DownloadString(sprintf "http://www.uniprot.org/uniprot/%s.fasta" (p.Trim()))
            |> readFASTA2 
            |> snd 
  let ccv = motifs2 (fun x -> x.Index + 1) dna rx |> List.rev
  printfn "%A"  ccv
  p, ccv
 let dats = 
    @"Q0IBF4
 Q8LCP6
 P12923
 Q9D9T0
 Q706D1
 P05155_IC1_HUMAN
 P00743_FA10_BOVIN
 P09791_PARB_TRYBB
 A1JP66
 P06870_KLK1_HUMAN
 P07204_TRBM_HUMAN
 Q9LHF1
 P00304_ARA3_AMBEL
 P02974_FMM1_NEIGO
 P02186".Split('\n') |> Array.map findMotif
                                   |> Array.filter (snd >> List.length >> (<>) 0)
                                   |> Array.map (fun (id,inds) -> sprintf "%s\n%s" id (String.Join(" ", inds)))
  
 String.Join("\n",dats)  
 /////////////////////////////

 let a = [19117.; 19625.; 17122.; 17379.; 16109.; 18020.] |> List.mapi (fun i x -> let p = match i with | j when j <= 2 -> 1. | 3 -> 0.75 | 4 -> 0.5 | _ -> 0.
                                                                                  2. * x * p )
 a |> List.sum  
 ////////////////////////////

 let partialp2 n k = 
  let num, den  = set [2.0..n],set [2.0..(n - k)]
  Set.difference num den |> Set.fold (*) 1.

 Numerics.BigInteger(partialp2 84. 9.) % 1000000I

 let na = "ACGATACAA" |> Seq.fold (fun x c -> x  + log10 (match c with | 'G' | 'C' -> 0.129/2. | _ -> (1. - 0.129)/2.)) 0.