Python学习教程（五）

作业（二）

将 “作业（一）” 中的程序块用函数的方式重写，并调用执行

def func(para1,para2,…):
func(para1,para2,…)

用到的知识点

备注：

每个提到提到的“用到的知识点”为相对于前面的题目新增的知识点，请综合考虑。此外，对于不同的思路并不是所有提到的知识点都会用着，而且也可能会用到未提到的知识点。但是所有知识点都在前面的讲义部分有介绍。
每个程序对于你身边会写的人来说都很简单，因此你一定要克制住，独立去把答案做出，多看错误提示，多比对程序输出结果和预期结果的差异。
学习锻炼“读程序”，即对着文件模拟整个的读入、处理过程来发现可能的逻辑问题。
程序运行没有错误不代表你写的程序完成了你的需求，你要去插眼输出结果是不是你想要的。

关于程序调试

在初写程序时，可能会出现各种各样的错误，常见的有缩进不一致，变量名字拼写错误，丢失冒号，文件名未加引号等，这时要根据错误提示查看错误类型是什么，出错的是哪一行来定位错误。当然，有的时候报错的行自身不一定有错，可能是其前面或后面的行出现了错误。
当结果不符合预期时，要学会使用print来查看每步的操作是否正确，比如我读入了字典，我就打印下字典，看看读入的是不是我想要的，是否含有不该存在的字符；或者在每个判断句、函数调入的情况下打印个字符，来跟踪程序的运行轨迹。

%%writefile script/cat.py
#作业1和2, cat.py
#包含了三中处理换行符的写法

def cat(file):
    for line in open(file):
        print line,
#------END of cat---------
cat("data/test1.fa")
cat("data/test2.fa")
cat("data/test1.fq")

Overwriting script/cat.py

%run script/cat

>NM_001011874 gene=Xkr4 CDS=151-2091
gcggcggcgggcgagcgggcgctggagtaggagctggggagcggcgcggccggggaaggaagccagggcg
>NM_001195662 gene=Rp1 CDS=55-909
AGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCA
>NM_011283 gene=Rp1 CDS=128-6412
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCAC
>NM_0112835 gene=Rp15 CDS=128-6412
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCAC
>NM_001011874 gene=Xkr4 CDS=151-2091
gcggcggcgggcgagcgggcgctggagtaggagctggggagcggcgcggccggggaaggaagccagggcg
aggcgaggaggtggcgggaggaggagacagcagggacaggTGTCAGATAAAGGAGTGCTCTCCTCCGCTG
CCGAGGCATCATGGCCGCTAAGTCAGACGGGAGGCTGAAGATGAAGAAGAGCAGCGACGTGGCGTTCACC
CCGCTGCAGAACTCGGACAATTCGGGCTCTGTGCAAGGACTGGCTCCAGGCTTGCCGTCGGGGTCCGGAG
>NM_001195662 gene=Rp1 CDS=55-909
AAGCTCAGCCTTTGCTCAGATTCTCCTCTTGATGAAACAAAGGGATTTCTGCACATGCTTGAGAAATTGC
AGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCA
AGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGT
GGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGC
TGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACA
CAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTG
>NM_011283 gene=Rp1 CDS=128-6412
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCAC
ACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACAC
CTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATAT
CACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGG
GTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCC
TGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGA
GGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGG
CGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATA
TGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA
>NM_0112835 gene=Rp1 CDS=128-6412
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCAC
ACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACAC
CTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATAT
CACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGG
GTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCC
TGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGA
GGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGG
CGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATA
TGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA
@HWI-ST1223:80:D1FMTACXX:2:1101:1243:2213 1:N:0:AGTCAA
TCTGTGTAGCCNTGGCTGTCCTGGAACTCACTTTGTAGACCAGGCTGGCATGCACCACCACNNNCGGCTCATTTGTCTTTNNTTTTTGTTTTGTTCTGTA
+
BCCFFFFFFHH#4AFHIJJJJJJJJJJJJJJJJJIJIJJJJJGHIJJJJJJJJJJJJJIIJ###--5ABECFFDDEEEEE##,5=@B8?CDDC:@>
@HWI-ST1223:80:D1FMTACXX:2:1101:1375:2060 1:N:0:AGTCAA
NTGCTGAGCCACGACAAGGATCCCAGAGGGCCNAGCCCTGCATCTTGTATGGACCAGTTACNCATCAAAAGAGACTACTGTAGGCACCATCAATCAGATC
+
#1:DDDD;?CFFHDFEEIGIIIIIIG;DHFGG#)0?BFBDHBFF3;=;;C>ACCC@CCCCCBBBCCAACCCCCCC
@HWI-ST1223:80:D1FMTACXX:2:1101:1383:2091 1:N:0:AGTCAA
NGTTCGTGTGGAACCTGGCGCTAAACCATTCGTAGACGACCTGCTTCTGGGTCGGGGTTTCGTACGTAGCAGAGCAGCTCCCTCGCTGCGATCTATTGAA
+
#1=DDFDFHHHHHJGJJJJJJJJJJJJJJJIJIGDHIHIGIJJJJJJJIIIGHHFDD3>BDDBDDDDDDDDDDBDCCBDDDDDDDDDDDBBDDDDEEACD
@HWI-ST1223:80:D1FMTACXX:2:1101:1452:2138 1:N:0:AGTCAA
NTCTAGGAGGTCTAGAAAGCCCAGGCCACCGGTACAAACATCAAGGGTGTTACGGATGTGCCGCTCTGAACCTCCAGGACGACTTTGATTTCAACTACAA
+
#4=DFFEFHHHHHJJJJJIJJJJHIIJGJJJJ@GIIJJJJJJIJJJJFGHIIIJJHHHDFFFFDDDDDDDDDDDDCDDDDDDDDDDDCCCEDEDDDDDDD

%%writefile script/splitName.py
#作业3
filename = "data/test2.fa"
def splitName(filename):
    for line in open(filename):
        if line[0] == '>':
            lineL = line.split(' ')
            print lineL[0]
        else:
            print line,
#------END splitName---------------
splitName(filename)

Overwriting script/splitName.py

%run script/splitName

>NM_001011874
gcggcggcgggcgagcgggcgctggagtaggagctggggagcggcgcggccggggaaggaagccagggcg
aggcgaggaggtggcgggaggaggagacagcagggacaggTGTCAGATAAAGGAGTGCTCTCCTCCGCTG
CCGAGGCATCATGGCCGCTAAGTCAGACGGGAGGCTGAAGATGAAGAAGAGCAGCGACGTGGCGTTCACC
CCGCTGCAGAACTCGGACAATTCGGGCTCTGTGCAAGGACTGGCTCCAGGCTTGCCGTCGGGGTCCGGAG
>NM_001195662
AAGCTCAGCCTTTGCTCAGATTCTCCTCTTGATGAAACAAAGGGATTTCTGCACATGCTTGAGAAATTGC
AGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCA
AGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGT
GGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGC
TGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACA
CAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTG
>NM_011283
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCAC
ACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACAC
CTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATAT
CACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGG
GTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCC
TGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGA
GGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGG
CGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATA
TGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA
>NM_0112835
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCAC
ACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACAC
CTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATAT
CACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGG
GTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCC
TGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGA
GGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGG
CGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATA
TGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA

%%writefile script/formatFasta.py
#作业4
filename = "data/test2.fa"

def formatFasta(filename):
    aList = []
    for line in open(filename):
        if line[0] == '>':
            lineL = line.split(' ')
            if aList:
                print ''.join(aList)
                aList = []
            name = lineL[0]
            print name
        else:
            aList.append(line.strip())
#不要忘了最后一个序列
    print ''.join(aList)
#-----End formatFasta----------------
formatFasta(filename)

Overwriting script/formatFasta.py

%run script/formatFasta

>NM_001011874
gcggcggcgggcgagcgggcgctggagtaggagctggggagcggcgcggccggggaaggaagccagggcgaggcgaggaggtggcgggaggaggagacagcagggacaggTGTCAGATAAAGGAGTGCTCTCCTCCGCTGCCGAGGCATCATGGCCGCTAAGTCAGACGGGAGGCTGAAGATGAAGAAGAGCAGCGACGTGGCGTTCACCCCGCTGCAGAACTCGGACAATTCGGGCTCTGTGCAAGGACTGGCTCCAGGCTTGCCGTCGGGGTCCGGAG
>NM_001195662
AAGCTCAGCCTTTGCTCAGATTCTCCTCTTGATGAAACAAAGGGATTTCTGCACATGCTTGAGAAATTGCAGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTG
>NM_011283
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCACACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGGCGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATATGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA
>NM_0112835
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCACACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGGCGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATATGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA

%%writefile script/formatFasta-2.py
#作业5 
filename = "data/test2.fa"
length = 80
def formatSeq


    
(aList):
    seq = ''.join(aList)
    len_seq = len(seq)
    for i in range(0,len_seq,length):
        print seq[i:i+length] 
#----END formatSeq-------------------

def formatFasta(filename,length):
    aList = []
    for line in open(filename):
        if line[0] == '>':
            lineL = line.split(' ')
            if aList:
                formatSeq(aList)
                aList = []
            name = lineL[0]
            print name
        else:
            aList.append(line.strip())
    #不要忘了最后一个序列
    formatSeq(aList)
#------------END of formatFasta------------
formatFasta(filename,length)

Overwriting script/formatFasta-2.py

%run script/formatFasta-2

>NM_001011874
gcggcggcgggcgagcgggcgctggagtaggagctggggagcggcgcggccggggaaggaagccagggcgaggcgaggag
gtggcgggaggaggagacagcagggacaggTGTCAGATAAAGGAGTGCTCTCCTCCGCTGCCGAGGCATCATGGCCGCTA
AGTCAGACGGGAGGCTGAAGATGAAGAAGAGCAGCGACGTGGCGTTCACCCCGCTGCAGAACTCGGACAATTCGGGCTCT
GTGCAAGGACTGGCTCCAGGCTTGCCGTCGGGGTCCGGAG
>NM_001195662
AAGCTCAGCCTTTGCTCAGATTCTCCTCTTGATGAAACAAAGGGATTTCTGCACATGCTTGAGAAATTGCAGGTCTCACC
CAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATT
CAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTG
GTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGT
AAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCT
CCCACAATAAGAAGGTGCTG
>NM_011283
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCACACAAACTATT
TACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATG
ATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAG
TTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTC
TGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATC
ACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAA
GGCCCGCAGGCGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATA
TGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA
>NM_0112835
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCACACAAACTATT
TACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATG
ATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAG
TTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTC
TGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATC
ACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAA
GGCCCGCAGGCGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATA
TGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA

%%writefile script/sortFasta.py
#作业6

filename = "data/test2.fa"

def readFasta(filename):
    aDict = {}
    for line in open(filename):
        if line[0] == '>':
            key = line.split()[0]
            aDict[key] = [] #字典的值是一个列表, = 左边的字符串可以认为是右边列表的名字
        else:
            aDict[key].append(line.strip()) 
    return aDict
#-----END readFasta-------------------
def sortFasta(aDict):
    keyL = aDict.keys()
    keyL.sort()

    for key in keyL:
        print "%s\n%s" % (key, ''.join(aDict[key]))
#--------END sortFasta--------------------
aDict = readFasta(filename)
sortFasta(aDict)

Overwriting sortFasta.py

%run script/sortFasta




    
>NM_001011874
gcggcggcgggcgagcgggcgctggagtaggagctggggagcggcgcggccggggaaggaagccagggcgaggcgaggaggtggcgggaggaggagacagcagggacaggTGTCAGATAAAGGAGTGCTCTCCTCCGCTGCCGAGGCATCATGGCCGCTAAGTCAGACGGGAGGCTGAAGATGAAGAAGAGCAGCGACGTGGCGTTCACCCCGCTGCAGAACTCGGACAATTCGGGCTCTGTGCAAGGACTGGCTCCAGGCTTGCCGTCGGGGTCCGGAG
>NM_001195662
AAGCTCAGCCTTTGCTCAGATTCTCCTCTTGATGAAACAAAGGGATTTCTGCACATGCTTGAGAAATTGCAGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTG
>NM_011283
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCACACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGGCGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATATGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA
>NM_0112835
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCACACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGGCGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATATGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA

%%writefile script/grepFasta.py
#作业7.1

seqFile = "data/test2.fa"
nameFile = "data/fasta.name"

def readFasta(filename):
    aDict = {}
    for line in open(filename):
        if line[0] == '>':
            key = line.split()[0][1:] #注意去掉开头的'>'，只取序列的名字
            aDict[key] = []  #字典的值是一个列表
        else:
            aDict[key].append(line.strip())
    return aDict
#--------END readFasta--------------------
aDict = readFasta(seqFile)
for line in open(nameFile):
    name = line.strip()
    print ">%s\n%s" % (name, ''.join(aDict[name]))

Overwriting grepFasta.py

%run script/grepFasta.py

>NM_001011874
gcggcggcgggcgagcgggcgctggagtaggagctggggagcggcgcggccggggaaggaagccagggcgaggcgaggaggtggcgggaggaggagacagcagggacaggTGTCAGATAAAGGAGTGCTCTCCTCCGCTGCCGAGGCATCATGGCCGCTAAGTCAGACGGGAGGCTGAAGATGAAGAAGAGCAGCGACGTGGCGTTCACCCCGCTGCAGAACTCGGACAATTCGGGCTCTGTGCAAGGACTGGCTCCAGGCTTGCCGTCGGGGTCCGGAG
>NM_011283
AATAAATCCAAAGACATTTGTTTACGTGAAACAAGCAGGTTGCATATCCAGTGACGTTTATACAGACCACACAAACTATTTACTCTTTTCTTCGTAAGGAAAGGTTCAACTTCTGGTCTCACCCAAAATGAGTGACACACCTTCTACTAGTTTCTCCATGATTCATCTGACTTCTGAAGGTCAAGTTCCTTCCCCTCGCCATTCAAATATCACTCATCCTGTAGTGGCTAAACGCATCAGTTTCTATAAGAGTGGAGACCCACAGTTTGGCGGCGTTCGGGTGGTGGTCAACCCTCGTTCCTTTAAGACTTTTGACGCTCTGCTGGACAGTTTATCCAGGAAGGTACCCCTGCCCTTTGGGGTAAGGAACATCAGCACGCCCCGTGGACGACACAGCATCACCAGGCTGGAGGAGCTAGAGGACGGCAAGTCTTATGTGTGCTCCCACAATAAGAAGGTGCTGCCAGTTGACCTGGACAAGGCCCGCAGGCGCCCTCGGCCCTGGCTGAGTAGTCGCTCCATAAGCACGCATGTGCAGCTCTGTCCTGCAACTGCCAATATGTCCACCATGGCACCTGGCATGCTCCGTGCCCCAAGGAGGCTCGTGGTCTTCCGGAATGGTGACCCGAA

%%writefile script/grepFastq.py
#作业7.2
seqFile = "data/test1.fq"
nameFile = "data/fastq.name"

def readFastq(seqFile):
    aDict = {}
    count = 0
    for line in open(seqFile):
        count += 1
        if count % 4 == 1:
            name = line.strip()[1:] #去掉开头的@
            aDict[name] = [line] #存储名字行
        else:
            aDict[name].append(line)
    #----END reading--------------
    return aDict
#-------END readFastq----------这行只是注释，可有可无------
aDict = readFastq(seqFile)

for line in open(nameFile):
    name = line.strip()
    print ''.join(aDict[name]),

Overwriting grepFastq.py




    
%run script/grepFastq

@HWI-ST1223:80:D1FMTACXX:2:1101:1243:2213 1:N:0:AGTCAA
TCTGTGTAGCCNTGGCTGTCCTGGAACTCACTTTGTAGACCAGGCTGGCATGCACCACCACNNNCGGCTCATTTGTCTTTNNTTTTTGTTTTGTTCTGTA
+
BCCFFFFFFHH#4AFHIJJJJJJJJJJJJJJJJJIJIJJJJJGHIJJJJJJJJJJJJJIIJ###--5ABECFFDDEEEEE##,5=@B8?CDDC:@>
@HWI-ST1223:80:D1FMTACXX:2:1101:1375:2060 1:N:0:AGTCAA
NTGCTGAGCCACGACAAGGATCCCAGAGGGCCNAGCCCTGCATCTTGTATGGACCAGTTACNCATCAAAAGAGACTACTGTAGGCACCATCAATCAGATC
+
#1:DDDD;?CFFHDFEEIGIIIIIIG;DHFGG#)0?BFBDHBFF3;=;;C>ACCC@CCCCCBBBCCAACCCCCCC
@HWI-ST1223:80:D1FMTACXX:2:1101:1383:2091 1:N:0:AGTCAA
NGTTCGTGTGGAACCTGGCGCTAAACCATTCGTAGACGACCTGCTTCTGGGTCGGGGTTTCGTACGTAGCAGAGCAGCTCCCTCGCTGCGATCTATTGAA
+
#1=DDFDFHHHHHJGJJJJJJJJJJJJJJJIJIGDHIHIGIJJJJJJJIIIGHHFDD3>BDDBDDDDDDDDDDBDCCBDDDDDDDDDDDBBDDDDEEACD
@HWI-ST1223:80:D1FMTACXX:2:1101:1452:2138 1:N:0:AGTCAA
NTCTAGGAGGTCTAGAAAGCCCAGGCCACCGGTACAAACATCAAGGGTGTTACGGATGTGCCGCTCTGAACCTCCAGGACGACTTTGATTTCAACTACAA
+
#4=DFFEFHHHHHJJJJJIJJJJHIIJGJJJJ@GIIJJJJJJIJJJJFGHIIIJJHHHDFFFFDDDDDDDDDDDDCDDDDDDDDDDDCCCEDEDDDDDDD

%%writefile script/screenResult.py
#作业8
filename = "data/test.expr"

def screenResult(filename, fc_value, adjP_value):
    head = 1 #This is used to indicate there is one head line needing to skip
    for line in open(filename):
        if head:
            head -= 1
            continue
        #-----Begin data lines------
        lineL = line.split()

        foldChange = float(lineL[9])
        adjP = float(lineL[12])
        if foldChange > fc_value and adjP < adjP_value:
            print lineL[0]
#-------END screenResult-------------------
screenResult(filename, 2, 0.05)

Overwriting screenResult.py

%run script/screenResult

Novel00011
Novel00043
Novel00047
Novel00077
Novel00079
Novel00080
Novel00084
Novel00085
Novel00086
Novel00087
Novel00090
Novel00124
Novel00148
Novel00156
Novel00162
Novel00166

%%writefile script/transferMultipleColumToMatrix.py
#作业9
filename = "data/multipleColExpr.txt"

def readMultipleColFile(filename):
    head = 1
    tissueSet = set()
    aDict = {}
    for line in open(filename):
        if head: #skip header line
            head -= 1
            continue
        #-------------------------------
        lineL = line.split()
        gene = lineL[0]
        tissue = lineL[1]
        expr = lineL[2]
        if gene not in aDict:
            aDict[gene] = {}
        assert tissue not in aDict[gene], "Duplicate tissues"
        aDict[gene][tissue] = expr
        tissueSet.add(tissue)
    #---END reading----------------------------
    tissueL = list(tissueSet)
    tissueL.sort()
    return tissueL, aDict
#----END readMultipleColFile--------------------------

tissueL, aDict = readMultipleColFile(filename)

print "Gene\t%s" % '\t'.join(tissueL)

for gene, tissueD in aDict.items():
    exprL = [gene]
    for tissue in tissueL:
        exprL.append(tissueD[tissue])
    print '\t'.join(exprL)

Overwriting transferMultipleColumToMatrix.py




    
%run script/transferMultipleColumToMatrix

Gene    A-431    A-549    AN3-CA    BEWO    CACO-2
ENSG00000000460    25.2    14.2    10.6    24.4    14.2
ENSG00000000938    0.0    0.0    0.0    0.0    0.0
ENSG00000000457    2.8    3.4    3.8    5.8    2.9
ENSG00000000419    73.8    38.6    33.9    53.7    155.5
ENSG00000000003    21.3    32.5    38.2    31.4    63.9
ENSG00000000005    0.0    0.0    0.0    0.0    0.0

%%writefile script/reverseComplementary.py
#作业10
str1 = "ACGTACGTACGTCACGTCAGCTAGAC"

def reverseComplementary(string):
    ATCG_dict = {'A':'T','T':'A','C':'G','G':'C', 'a':'t','t':'a','c':'g','g':'c'}

    tmpL = []
    for i in string:
        tmpL.append(ATCG_dict[i])
    tmpL.reverse()
    return ''.join(tmpL)
#------END reverseComplementary-------
print reverseComplementary(str1)
print reverseComplementary('ACGT')

Overwriting reverseComplementary.py

%run script/reverseComplementary

GTCTAGCTGACGTGACGTACGTACGT
ACGT

%%writefile script/collapsemiRNAreads.py
#作业11
smRNA_file = "data/mir.collapse"
def collapsemiRNAreads(smRNA_file, sample, head = 1):
    lineno = 0
    for line in open(smRNA_file):
        if head:
            head -= 1
            continue
        #----end skip header line---
        seq, value = line.split()
        lineno += 1
        print ">%s_%d_x%s\n%s" % (sample, lineno, value, seq)
#-------end collapsemiRNAreads------------
collapsemiRNAreads(smRNA_file, "ESB")

Overwriting collapsemiRNAreads.py

%run script/collapsemiRNAreads

>ESB_1_x2
ACTGCCCTAAGTGCTCCTTCTGGC
>ESB_2_x2
ATAAGGTGCATCTAGTGCAGATA
>ESB_3_x1
TGAGGTAGTAGTTTGTGCTGTTT
>ESB_4_x1
TCCTACGAGTTGCATGGATTC
>ESB_5_x1
ACCGGGTGGAGCCGCCGCA
>ESB_6_x1
ACTGCCCTAAGTGCTCCTTCTGGT
>ESB_7_x1
TACAGGGCTGGGGATGG
>ESB_8_x1
CCCTGGATGCTGTAGGATG
>ESB_9_x1
AAAATGCTACTACTTTTGAGTC
>ESB_10_x1
TCCCTGGTGGTCTAGTGGCTAGGAT
>ESB_11_x4
CTCTTAGATCGATGTGGTGCTC
>ESB_12_x1
TTGGTGGTTCAGTGGTA
>ESB_13_x1
TCACAATTCCCCTATACCATGGGCCAT
>ESB_14_x1
CAAATGCTAGGGTTGGTGG
>ESB_15_x4
AGGCAGCTTCCACAGCA
>ESB_16_x3
GCACTGAGATGGAGTGGTGTAA
>ESB_17_x3
CTCCATTTGTTTGATGATGGA
>ESB_18_x1
GCACTGAGATGGAGTGGTGTAT
>ESB_19_x2
AGTGCCCAGAGTTTGTAGTGT
>ESB_20_x1
ATAAGGTGCATCTAGTGCTGTTAGA
>ESB_21_x9
AAAATGCTTCCACTTTGTGTG
>ESB_22_x2
GGTAATTCTAGAGCTAATACATGCCG
>ESB_23_x6
CCGGGCGGAAACACCA
>ESB_24_x1
TGAAAGGCTGACCCGCCGGGC
>ESB_25_x1
TTCGTACAGTGGTCGTAAGTTCGTGC
>ESB_26_x1
GGTTAGCACTCTGGACTC




    
%%writefile script/map.py
#作业12
ref = "data/ref.fa"
short = "data/short.fa"

def readRef(ref):
    refD = {}
    for line in open(ref):
        if line[0] == '>':
            name = line[1:-1]
            assert name not in refD
            refD[name] = []
        else:
            refD[name].append(line.strip())
    #---------END reading----------------
    for key, valueL in refD.items():
        refD[key] = ''.join(valueL)
    return refD
#---------END readRef----------------
def mapSeq(seq, refD):
    len_seq = len(seq)
    for key, value in refD.items():
        pos = value.find(seq)
        while pos != -1:
            print "%s\t%d\t%d\t%s" % (key, pos, pos+len_seq, seq)
            current = pos + 1
            newpos = value[current:].find(seq)
            if newpos == -1:
                break
            pos = current + newpos
#----------END mapSeq------------
refD = readRef(ref)
#------------------------------------
for line in open(short):
    if line[0] == '>':
        pass
    else:
        seq = line.strip()
        mapSeq(seq, refD)

Overwriting map.py

%run script/map

ERROR: File `u'script/map.py'` not found.

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