aboutsummaryrefslogtreecommitdiff
path: root/r_qtl/r_qtl2_qc.py
diff options
context:
space:
mode:
Diffstat (limited to 'r_qtl/r_qtl2_qc.py')
-rw-r--r--r_qtl/r_qtl2_qc.py18
1 files changed, 17 insertions, 1 deletions
diff --git a/r_qtl/r_qtl2_qc.py b/r_qtl/r_qtl2_qc.py
index 853c34b..70a00f9 100644
--- a/r_qtl/r_qtl2_qc.py
+++ b/r_qtl/r_qtl2_qc.py
@@ -1,7 +1,7 @@
"""Quality control checks for R/qtl2 data bundles."""
from zipfile import ZipFile
from functools import reduce
-from typing import Union, Sequence
+from typing import Union, Sequence, Iterator, Optional
from r_qtl import errors as rqe
from r_qtl import r_qtl2 as rqtl2
@@ -54,3 +54,19 @@ def validate_bundle(zfile: ZipFile):
raise rqe.MissingFileError(
"The following files do not exist in the bundle: " +
", ".join(missing))
+
+def geno_errors(zfile: ZipFile) -> Iterator[tuple[Optional[int], Optional[str], str]]:
+ """Check for and retrieve geno errors."""
+ cdata = rqtl2.control_data(zfile)
+ genotypes = tuple(cdata.get("genotypes", {}).keys())
+ try:
+ for lineno, row in enumerate(
+ rqtl2.file_data(zfile, "geno", cdata), start=1):
+ for field, value in row.items():
+ if field == "id":
+ continue
+ if value is not None and value not in genotypes:
+ yield (lineno, field, (
+ f"Invalid value '{value}'. Expected one of {genotypes}"))
+ except rqe.MissingFileError:
+ yield (None, None, "Missing 'geno' file.")