data.py: rounding input data to 14 significant digits, to work around…

… bug in SDV. See sdv-dev/SDV#1039
dieterich-lab · Jan 18, 2023 · f7893f4 · f7893f4
1 parent cf1156f
commit f7893f4
Showing 1 changed file with 4 additions and 2 deletions.
diff --git a/ASyH/data.py b/ASyH/data.py
@@ -42,9 +42,11 @@ def read(self, input_file):  # generic read method inferring file format from 'm
         x = re.compile(".*Excel.*")
         c = re.compile(".*CSV.*")
         if x.match(filetype):
-            data = pandas.read_excel(input_file)
+            # rounding the input to work around
+            # https://github.com/sdv-dev/SDV/issues/1039
+            data = pandas.read_excel(input_file).round(decimals=14)
         elif c.match(filetype):
-            data = pandas.read_csv(input_file)
+            data = pandas.read_csv(input_file).round(decimals=14)
         else:
             raise DataError("Cannot determine input file type: ")
         # the data contains a spurious index column when saved from pandas!