Download preprocess_data/utils/utils.py from latticetower/nested-tkf-repro-workspace: direct link, hf CLI and curl.
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3.45 kB
| #!/usr/bin/env python3 | |
| # -*- coding: utf-8 -*- | |
| import os | |
| def find_missing_info(seed_alignment_dir: str, | |
| tree_dir: str): | |
| """ | |
| find if pfams are missing either tree or MSA seed alignment files | |
| inputs: | |
| ------- | |
| - seed_alignment_dir: contains seed alignments | |
| - tree_dir: contains trees | |
| returns: | |
| -------- | |
| """ | |
| pfams_in_msas = set( [f.replace('.seed','') for f in os.listdir(seed_alignment_dir) | |
| if f.startswith('PF') and f.endswith('.seed')] ) | |
| pfams_in_trees = set( [f.replace('.tree','') for f in os.listdir(tree_dir) | |
| if f.startswith('PF') and f.endswith('.tree')] ) | |
| missing_trees = pfams_in_msas - pfams_in_trees | |
| missing_msas = pfams_in_trees - pfams_in_msas | |
| return list(missing_trees), list(missing_msas) | |
| def rename_file_in_place(filename: str, | |
| in_dir:str, | |
| prefix: str): | |
| """ | |
| rename a file in place | |
| inputs: | |
| ------- | |
| - filename: name of file (usually pfam.seed or pfam.tree) | |
| - in_dir: name of folder | |
| - prefix: the temporary prefix | |
| returns: | |
| -------- | |
| (None) | |
| outputs: | |
| -------- | |
| - renames file in place | |
| """ | |
| os.rename(f'./{in_dir}/{prefix}_{filename}', | |
| f'./{in_dir}/{filename}') | |
| def move_file_to_originals(filename: str, | |
| in_dir: str): | |
| """ | |
| move the file from in_dir to in_dir/originals | |
| inputs: | |
| ------- | |
| - filename: name of file (usually pfam.seed or pfam.tree) | |
| - in_dir: name of folder | |
| returns: | |
| -------- | |
| (None) | |
| outputs: | |
| -------- | |
| - new directory at {in_dir}/originals | |
| """ | |
| if filename not in os.listdir(f'{in_dir}/originals'): | |
| os.rename(f'./{in_dir}/{filename}', | |
| f'./{in_dir}/originals/{filename}') | |
| def make_sub_folder(in_dir, sub_folder): | |
| """ | |
| try making a folder inside in_dir | |
| inputs: | |
| ------- | |
| - in_dir: name of directory to contain sub_folder | |
| - sub_folder: new sub_folder | |
| returns: | |
| -------- | |
| (None) | |
| outputs: | |
| -------- | |
| - new directory at {in_dir}/{sub_folder} | |
| """ | |
| if sub_folder not in os.listdir(in_dir): | |
| os.mkdir(f'{in_dir}/{sub_folder}') | |
| def make_orig_folder(in_dir: str): | |
| make_sub_folder(in_dir = in_dir, | |
| sub_folder = 'originals') | |
| def msa_dimensions(pfam_seed_file: str): | |
| """ | |
| Open a pfam seed file and count the width and depth | |
| Doesn't depend on info in given PFam annotation line, since sequences | |
| could be removed during processing | |
| inputs: | |
| ------- | |
| - pfam_seed_file: the single Pfam seed file to split | |
| returns: | |
| -------- | |
| - out_dict: dictionary of MSA dimensions | |
| """ | |
| pfam_name = pfam_seed_file.split('/')[-1].replace('.seed','') | |
| msa_width = -1 | |
| num_seqs = 0 | |
| with open(pfam_seed_file, 'r', encoding='latin') as f: | |
| for line in f: | |
| if not line.startswith('#'): | |
| num_seqs += 1 | |
| if msa_width == -1: | |
| msa_width = len( line.strip().split()[-1] ) | |
| out_dict = {'name': pfam_name, | |
| 'num_seqs': num_seqs, | |
| 'msa_width': msa_width} | |
| return out_dict | |