hotfix: revert assert to info log

mindsdb · Nov 29, 2023 · caabc4c · caabc4c
1 parent 366037e
commit caabc4c
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Showing 3 changed files with 4 additions and 3 deletions.
diff --git a/dataprep_ml/__init__.py b/dataprep_ml/__init__.py
@@ -1,6 +1,6 @@
 from dataprep_ml.base import StatisticalAnalysis, DataAnalysis
 
-__version__ = '0.0.19'
+__version__ = '0.0.20'
 __name__ = "dataprep_ml"
 
 

diff --git a/dataprep_ml/cleaners.py b/dataprep_ml/cleaners.py
@@ -337,7 +337,8 @@ def _timeseries_edge_case_detection(data: pd.DataFrame, timeseries_settings: Dic
 
     if timeseries_settings.get('window', None) is not None:
         window = timeseries_settings.get('window', 0)
-        assert len(data) >= window, "Window size is greater than input data length: increase input data length."
+        if len(data) < window:
+            log.info("Window size is greater than input data length: strongly recommend to increase input data length.")
 
     return
 

diff --git a/pyproject.toml b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "dataprep-ml"
-version = "0.0.19"
+version = "0.0.20"
 description = "Automated dataframe analysis for Machine Learning pipelines."
 authors = ["MindsDB Inc. <[email protected]>"]
 license = "GPL-3.0"