Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
26 changes: 20 additions & 6 deletions tiny/rna/counter/statistics.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
import pandas as pd
import mmap
import gzip
import json
import mmap
import csv
import sys
import os
Expand All @@ -9,6 +10,7 @@
from abc import abstractmethod, ABC
from typing import Tuple, Optional, Union
from collections import Counter, defaultdict
from glob import glob

from ..util import make_filename

Expand Down Expand Up @@ -385,9 +387,10 @@ def write_output_logfile(self):
self.df_to_csv(self.pipeline_stats_df, "Summary Statistics", self.prefix, "summary_stats")

def library_has_collapser_outputs(self, other: LibraryStats) -> bool:
collapsed_fa = other.library['basename'] + "_collapsed.fa"
if os.path.isfile(collapsed_fa):
other.library['collapsed'] = collapsed_fa
# Collapser outputs may have been gzipped. Accept either filename.
collapsed_fa = glob(other.library['basename'] + "_collapsed.fa*")
if len(collapsed_fa):
other.library['collapsed'] = collapsed_fa[0]
return True
else:
self.missing_collapser_outputs.append(other.library['basename'])
Expand Down Expand Up @@ -420,8 +423,19 @@ def get_fastp_stats(self, other: LibraryStats) -> Union[Tuple[int, int], Tuple[N
def get_collapser_stats(self, other: LibraryStats) -> Optional[int]:
"""Determine the total number of unique sequences (after quality filtering) in this library"""

with open(other.library['collapsed'], 'r') as f:
with mmap.mmap(f.fileno(), 0, access=mmap.ACCESS_READ) as mm:
collapsed_fa = other.library['collapsed']

if collapsed_fa.endswith('.gz'):
# Random access is much harder with gzip
# Instead, get last header in last 250 bytes
with gzip.open(collapsed_fa) as g:
g.seek(-250, os.SEEK_END)
lines = g.readlines()
while lines[-1] == "": lines.pop(-1)
last_header = lines[-2].decode()
count = last_header.split('_count=')[0][1:]
else:
with open(collapsed_fa, 'r') as f, mmap.mmap(f.fileno(), 0, access=mmap.ACCESS_READ) as mm:
from_pos = mm.rfind(b">") + 1
to_pos = mm.rfind(b"_count=")
count = mm[from_pos:to_pos]
Expand Down