Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update cluster assign to write qcreport on qc failiures #315

Merged
merged 2 commits into from
Jul 3, 2024
Merged
Show file tree
Hide file tree
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
2 changes: 1 addition & 1 deletion PopPUNK/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@

'''PopPUNK (POPulation Partitioning Using Nucleotide Kmers)'''

__version__ = '2.6.5'
__version__ = '2.6.6'

# Minimum sketchlib version
SKETCHLIB_MAJOR = 2
Expand Down
9 changes: 5 additions & 4 deletions PopPUNK/assign.py
Original file line number Diff line number Diff line change
Expand Up @@ -372,7 +372,7 @@ def assign_query_hdf5(dbFuncs,
from .plot import writeClusterCsv

from .qc import qcDistMat, qcQueryAssignments, prune_distance_matrix, \
prune_query_distance_matrix
prune_query_distance_matrix, write_qc_failure_report

from .sketchlib import addRandom

Expand Down Expand Up @@ -489,12 +489,13 @@ def assign_query_hdf5(dbFuncs,
# QC distance matrix
if qc_dict['run_qc']:
sys.stderr.write("Running QC on distance matrix\n")
seq_names_passing = \
frozenset(qcDistMat(qrDistMat, rNames, qNames, ref_db, qc_dict)[0])
failed_samples = frozenset(qNames) - seq_names_passing
seq_names_passing, failed_samples_dict = qcDistMat(qrDistMat, rNames, qNames, ref_db, qc_dict)
failed_samples = frozenset(qNames) - frozenset(seq_names_passing)
if len(failed_samples) > 0:
sys.stderr.write(f"{len(failed_samples)} samples failed:\n"
f"{','.join(failed_samples)}\n")
write_qc_failure_report(failed_samples, [failed_samples_dict], output)

if len(failed_samples) == len(qNames):
sys.exit(1)
else:
Expand Down
43 changes: 36 additions & 7 deletions PopPUNK/qc.py
Original file line number Diff line number Diff line change
Expand Up @@ -472,14 +472,43 @@ def remove_qc_fail(qc_dict, names, passed, fail_dicts, ref_db, distMat, prefix,
overwrite=True, threads=threads)

# write failing & reasons
with open(f"{prefix}/{os.path.basename(prefix)}_qcreport.txt", 'w') as qc_file:
for sample in failed:
reasons = []
for fail_test in fail_dicts:
if sample in fail_test:
reasons += (fail_test[sample])
qc_file.write(f"{sample}\t{','.join(reasons)}\n")
write_qc_failure_report(failed, fail_dicts, prefix)

def write_qc_failure_report(failed_samples, fail_dicts, output_prefix):
"""
Writes a report of failed samples and their reasons to a file.

Parameters:
- failed_samples: A list of samples that have failed.
- fail_dicts: A list of dictionaries, each mapping samples to their failure reasons.
- output_prefix: The prefix for the output file path.
"""
# Accumulate output lines for each failed sample
failed_output_lines = [
f"{sample}\t{','.join(get_failure_reasons(sample, fail_dicts))}\n"
for sample in failed_samples
]
with open(f"{output_prefix}/{os.path.basename(output_prefix)}_qcreport.txt", 'w') as qc_file:
qc_file.writelines(failed_output_lines)

def get_failure_reasons(sample, fail_dicts):
"""
Retrieves all failure reasons for a given sample across multiple dictionaries.

Parameters:
- sample: The sample to retrieve failure reasons for.
- fail_dicts: A list of dictionaries, each mapping samples to their failure reasons.

Returns:
A list of failure reasons for the given sample.
"""
return [
reason
for fail_dict in fail_dicts
if sample in fail_dict
for reason in fail_dict[sample]
]

def pickTypeIsolate(prefix, refList):
"""Selects a type isolate as that with a minimal proportion
of missing data.
Expand Down
Loading