blast2df.py

#!/usr/bin/env python3

from Bio.Blast.Applications import NcbiblastnCommandline
import pandas as pd

cline = NcbiblastnCommandline(query='insulin.fasta', remote=True, outfmt=6, out='-')
output = cline()[0].strip()

rows = [line.split() for line in output.splitlines()]
cols = ['qseqid', 'sseqid', 'pident', 'length',
        'mismatch', 'gapopen', 'qstart', 'qend',
        'sstart', 'send', 'evalue', 'bitscore']

data_types = {'pident': float, 'length': int, 'mismatch': int,
              'gapopen': int, 'qstart': int, 'qend': int,
              'sstart': int, 'send': int, 'evalue': float,
              'bitscore': float}

df = pd.DataFrame(rows, columns=cols).astype(data_types)