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A very simple fasta file parser.

Project description

example workflow example workflow

FastaFrames

FastaFrames is a python package to convert between FASTA files and pandas DataFrames.

Usage

To install fastaframes use pip:

pip install fastaframes

Reading a FASTA file

from fastaframes import to_df

fasta_df = to_df(data='example.fasta')

Writing a FASTA file

from fastaframes import to_fasta

to_fasta(data=fasta_df, output_file='output.fasta')

Columns:

  • db: Database from which the sequence was retrieved. db is 'sp' for UniProtKB/Swiss-Prot and 'tr' for UniProtKB/TrEMBL.
  • unique_identifier: The primary accession number of the UniProtKB entry.
  • entry_name: The entry name of the UniProtKB entry.
  • protein_name: The recommended name of the UniProtKB entry as annotated in the RecName field. For UniProtKB/TrEMBL entries without a RecName field, the SubName field is used. In case of multiple SubNames, the first one is used. The 'precursor' attribute is excluded, 'Fragment' is included with the name if applicable.
  • organism_name: The scientific name of the organism of the UniProtKB entry.
  • organism_identifier: The unique identifier of the source organism, assigned by the NCBI.
  • gene_name: The first gene name of the UniProtKB entry. If there is no gene name, OrderedLocusName or ORFname, the GN field is not listed.
  • protein_existence: The numerical value describing the evidence for the existence of the protein.
  • sequence_version: The version number of the sequence.
  • protein_sequence: The protein amino acid sequence.

Example FASTA file:

>sp|A0A087X1C5|CP2D7_HUMAN Putative cytochrome P450 2D7 OS=Homo sapiens OX=9606 GN=CYP2D7 PE=5 SV=1
MGLEALVPLAMIVAIFLLLVDLMHRHQRWAARYPPGPLPLPGLGNLLHVDFQNTPYCFDQ

Will produce the following:

db unique_identifier entry_name protein_name organism_name organism_identifier gene_name protein_existence sequence_version protein_sequence
0 sp A0A087X1C5 CP2D7_HUMAN Putative cytochrome P450 2D7 Homo sapiens 9606.0 CYP2D7 5.0 1.0 MGLEALVPLAMIVAIFLLLVDLMHRHQRWAARYPPGPLPLPGLGNLLHVDFQNTPYCFDQ

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