无法仅解析FASTA文件中的序列 [英] Unable to parse just sequences from FASTA file
问题描述
如何从序列中删除像'>gi|2765658|emb|Z78533.1|CIZ78533 C.irapeanum 5.8S rRNA gene and ITS1 and ITS2 DNA\n'
这样的ID?
How can I remove ids like '>gi|2765658|emb|Z78533.1|CIZ78533 C.irapeanum 5.8S rRNA gene and ITS1 and ITS2 DNA\n'
from sequences?
我有此代码:
with open('sequence.fasta', 'r') as f :
while True:
line1=f.readline()
line2=f.readline()
line3=f.readline()
if not line3:
break
fct([line1[i:i+100] for i in range(0, len(line1), 100)])
fct([line2[i:i+100] for i in range(0, len(line2), 100)])
fct([line3[i:i+100] for i in range(0, len(line3), 100)])
输出:
['>gi|2765658|emb|Z78533.1|CIZ78533 C.irapeanum 5.8S rRNA gene and ITS1 and ITS2 DNA\n']
['CGTAACAAGGTTTCCGTAGGTGAACCTGCGGAAGGATCATTGATGAGACCGTGGAATAAACGATCGAGTG\n']
['AATCCGGAGGACCGGTGTACTCAGCTCACCGGGGGCATTGCTCCCGTGGTGACCCTGATTTGTTGTTGGG\n']
['CCGCCTCGGGAGCGTCCATGGCGGGTTTGAACCTCTAGCCCGGCGCAGTTTGGGCGCCAAGCCATATGAA\n']
['AGCATCACCGGCGAATGGCATTGTCTTCCCCAAAACCCGGAGCGGCGGCGTGCTGTCGCGTGCCCAATGA\n']
['ATTTTGATGACTCTCGCAAACGGGAATCTTGGCTCTTTGCATCGGATGGAAGGACGCAGCGAAATGCGAT\n']
['AAGTGGTGTGAATTGCAAGATCCCGTGAACCATCGAGTCTTTTGAACGCAAGTTGCGCCCGAGGCCATCA\n']
['GGCTAAGGGCACGCCTGCTTGGGCGTCGCGCTTCGTCTCTCTCCTGCCAATGCTTGCCCGGCATACAGCC\n']
['AGGCCGGCGTGGTGCGGATGTGAAAGATTGGCCCCTTGTGCCTAGGTGCGGCGGGTCCAAGAGCTGGTGT\n']
['TTTGATGGCCCGGAACCCGGCAAGAGGTGGACGGATGCTGGCAGCAGCTGCCGTGCGAATCCCCCATGTT\n']
['GTCGTGCTTGTCGGACAGGCAGGAGAACCCTTCCGAACCCCAATGGAGGGCGGTTGACCGCCATTCGGAT\n']
['GTGACCCCAGGTCAGGCGGGGGCACCCGCTGAGTTTACGC\n']
['\n']
...
我的功能是:
def fct(input_string):
code={"a":0,"c":1,"g":2,"t":3}
p=[code[i] for i in input_string]
n=len(input_string)
c=0
for i, n in enumerate(range(n, 0, -1)):
c +=p[i]*(4**(n-1))
return c+1
fct()
从字符串返回整数.例如,ACT
给出8
即:我的函数必须将输入字符串序列仅包含以下基数A,C,G,T
fct()
returns an integer from a string. For example, ACT
gives 8
i.e.: my function must take as input string sequences contain just the following bases A,C,G,T
但是当我使用我的函数时,它会给出:
But when I use my function it gives:
KeyError: '>gi|2765658|emb|Z78533.1|CIZ78533 C.irapeanum 5.8S rRNA gene and ITS1 and ITS2 DNA\n'
我尝试通过删除以>
开头的行并将其余部分写入文本文件中来删除ID,因此,我的文本文件output.txt
仅包含不带ID的序列,但是当我使用函数 fct >我发现了相同的错误:
I try to remove ids by stripping lines start with >
and writing the rest in text file so, my text file output.txt
contains just sequences without ids, but when I use my function fct I found the same error:
KeyError: 'CGTAACAAGGTTTCCGTAGGTGAACCTGCGGAAGGATCATTGATGAGACCGTGGAATAAACGATCGAGTG\n'
我该怎么办?
推荐答案
我在您的代码中看到两个主要问题:您在解析FASTA序列时遇到问题,并且您的函数没有正确地遍历每个序列.
I see two major problems in your code: You're having problems parsing FASTA sequences, and your function is not properly iterating over each sequence.
我建议使用优质的 Biopython 软件包吗?它具有出色的内置FASTA支持(读写)(请参见序列在教程)中.
Might I suggest using the excellent Biopython package? It has excellent FASTA support (reading and writing) built in (see Sequences in the Tutorial).
要解析FASTA文件中的序列,请执行以下操作:
To parse sequences from a FASTA file:
for seq_record in SeqIO.parse("seqs.fasta", "fasta"):
print record.description # gi|2765658|emb|Z78533.1...
print record.seq # a Seq object, call str() to get a simple string
>>> print record.id
'gi|2765658|emb|Z78533.1|CIZ78533'
>>> print record.description
'gi|2765658|emb|Z78533.1|CIZ78533 C.irapeanum 5.8S rRNA gene and ITS1 and ITS2 DNA'
>>> print record.seq
Seq('CGTAACAAGGTTTCCGTAGGTGAACCTGCGGAAGGATCATTGATGAGACCGTGG...CGC', SingleLetterAlphabet())
>>> print str(record.seq)
'CGTAACAAGGTTTCCGTAGGTGAACCTGCGGAAGGATCATTGATGAGACC' #(truncated)
遍历序列数据
在您的代码中,您有一个传递给fct()
的字符串列表(input_string
实际上不是字符串,而是字符串列表).解决方案只是构建一个输入字符串,然后对其进行迭代.
Iterating over sequence data
In your code, you have a list of strings being passed to fct()
(input_string
is not actually a string, but a list of strings). The solution is just to build one input string, and iterate over that.
- 您需要将字典的键大写:大小写很重要
- 您应该在for循环后的 之后有return语句.保持嵌套意味着
c
立即返回. - 为什么在遍历序列时只能索引到
code
时麻烦构造p
? - 通过在
for
循环中使用序列的长度(n
)作为变量名来写出
- You need to capitalize the keys to your dictionary: case matters
- You should have the return statement after the for loop. Keeping it nested means
c
is returned immediately. - Why bother constructing
p
when you can just index intocode
when iterating over the sequence? - You write over the sequence's length (
n
) by using it in yourfor
loop as a variable name
修改后的代码(使用正确的 PEP 8 格式),并重命名变量弄清楚它们的含义(仍然不知道c
应该是什么):
Modified code (with proper PEP 8 formatting), and variables renamed to be clearer what they mean (still have no idea what c
is supposed to be):
from Bio import SeqIO
def dna_seq_score(dna_seq):
nucleotide_code = {"A": 0, "C": 1, "G": 2, "T": 3}
c = 0
for i, k in enumerate(range(len(dna_seq), 0, -1)):
nucleotide = dna_seq[i]
code_num = nucleotide_code[nucleotide]
c += code_num * (4 ** (k - 1))
return c + 1
for record in SeqIO.parse("test.fasta", "fasta"):
dna_seq_score(record.seq)
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