Added auto conversion and warning for integer input data. Resolved #30

TimeEval · Jul 14, 2023 · ffb83af · ffb83af
1 parent 484d064
commit ffb83af
Showing 1 changed file with 4 additions and 0 deletions.
diff --git a/gutenTAG/base_oscillations/custom_input.py b/gutenTAG/base_oscillations/custom_input.py
@@ -2,6 +2,7 @@
 
 import numpy as np
 import pandas as pd
+import warnings
 
 from . import BaseOscillation
 from .interface import BaseOscillationInterface
@@ -88,6 +89,9 @@ def generate_only_base(self,
 
         if len(df) < length:
             raise ValueError("Number of rows in the input timeseries file is less than the desired length")
+        if df.dtypes[0] == 'int64':
+            df = df.astype(float)
+            warnings.warn("Input data was of integer type and has been automatically converted to float.")
         return df.iloc[:length, 0]