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Merge branch 'fix_table_115' of github.com:jlab/phylofiller into fix_…
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…table_115
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sjanssen2 committed Sep 27, 2023
2 parents b8b3f83 + 7aba66d commit fdcfb15
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Showing 4 changed files with 114 additions and 87 deletions.
63 changes: 24 additions & 39 deletions phylofiller/converter.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,49 +3,32 @@
from Bio.Seq import Seq
import collections
import sys


def easel_table2pd(lines) -> pd.DataFrame:
# easel is using a strange tab format. Instead of splitting via a single
# del. char like \t columns are aligned for visual inspection. Hints of
# column starts/ends are given by the second line with dashes, but it does
# not cover ALL columns :-/
# Thus, I here try to make a consistent annotation of column fields (-)
# and spearators (#)
line_fields = lines[1].replace('- ', '-#').replace(' -', '#-').replace(
' ', '-')
# leading whitespaces most likely indicate NO empty column.
# Thus, I add these positions to the first real column.
if line_fields.startswith('#'):
line_fields = '-'+line_fields[1:]

column_positions = []
curr_pos = 0
for i, field in enumerate(line_fields.split('#')):
column_positions.append((curr_pos, curr_pos + len(field)))
curr_pos += len(field) + 1
from tqdm import tqdm
import re

def easel_table2pd(lines, verbose=True) -> pd.DataFrame:
headers = []
for m in re.finditer(r"\S+", lines[2]):
header_start, header_end = m.start(), m.end()
while lines[1][header_start] == "-":
header_start -= 1
while (header_end < len(lines[0])) and (lines[1][header_end] == "-"):
header_end += 1
headers.append(lines[0][header_start:header_end].strip())

rows = []
for row_num, line in enumerate(lines):
if row_num == 1:
# this is the ---- line and no content
for row_num, line in tqdm(enumerate(lines), disable=not verbose):
if row_num <= 1:
continue
if row_num > 1 and line.startswith('#'):
continue # as this is a trailing comment line
row = []
for col_num, (start, stop) in enumerate(column_positions):
if col_num == 0:
row.append(line[:stop].strip())
elif col_num+1 == len(column_positions):
row.append(line[start-1:].strip())
else:
row.append(line[start-1:stop].strip())
rows.append(row)
rows.append(line.rstrip().split())

table = pd.DataFrame(
data=rows[1:],
columns=rows[0],
index=range(len(rows)-1))
data=rows,
columns=headers,
index=range(len(rows))
)

# automatic datatype conversion from "object" to int and float to
# saveguard the user from sorting implicitely lexiographically when
Expand All @@ -57,13 +40,14 @@ def easel_table2pd(lines) -> pd.DataFrame:
if col in table.columns:
table[col] = table[col].astype(float)

if (any(pd.Series(table.columns).value_counts() > 1)):
if (any(pd.Series(table.columns).value_counts() > 1)) and verbose:
print("warning: column names are not unique!", file=sys.stderr)


return table


def parse_easel_output(fp_input: str) -> pd.DataFrame:
def parse_easel_output(fp_input: str, verbose=True) -> pd.DataFrame:
"""Parses Infernal (soon also Hmmer) as a pandas DataFrame.
Parameters
Expand Down Expand Up @@ -109,7 +93,8 @@ def parse_easel_output(fp_input: str) -> pd.DataFrame:
model_clen = line.split()[-1].split('=')[-1].replace(']', '')
elif line.startswith('>> '):
# next three lines will be an overview table
hit_info = easel_table2pd(lines[line_number+1:line_number+3+1])
hit_info = easel_table2pd(lines[line_number+1:line_number+3+1],
verbose=verbose)

# target name is in the >> line
hit_info['target name'] = line[3:].strip()
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