Invalid comparison between dtype=timedelta64[ns] and float64

[adrienpacifico]

Traceback (most recent call last): File "/opt/conda/lib/python3.11/site-packages/pandas/core/arrays/datetimelike.py", line 935, in _cmp_method other = self._validate_comparison_value(other) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/arrays/datetimelike.py", line 571, in _validate_comparison_value raise InvalidComparison(other) pandas.errors.InvalidComparison: 3.4028234663852886e+38

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/opt/conda/lib/python3.11/site-packages/supervised/base_automl.py", line 1195, in _fit trained = self.train_model(params) ^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/supervised/base_automl.py", line 401, in train_model mf.train(results_path, model_subpath) File "/opt/conda/lib/python3.11/site-packages/supervised/model_framework.py", line 197, in train ].fit_and_transform( ^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/supervised/preprocessing/preprocessing.py", line 298, in fit_and_transform X_train[numeric_cols] = X_train[numeric_cols].clip( ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/frame.py", line 11457, in clip return super().clip(lower, upper, axis=axis, inplace=inplace, kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/generic.py", line 8215, in clip return self._clip_with_scalar(lower, upper, inplace=inplace) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/generic.py", line 8024, in _clip_with_scalar subset = self <= upper ^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/ops/common.py", line 81, in new_method return method(self, other) ^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/arraylike.py", line 52, in le return self._cmp_method(other, operator.le) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/frame.py", line 7445, in _cmp_method new_data = self._dispatch_frame_op(other, op, axis=axis) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/frame.py", line 7484, in _dispatch_frame_op bm = self._mgr.apply(array_op, right=right) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/internals/managers.py", line 350, in apply applied = b.apply(f, kwargs) ^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/internals/blocks.py", line 329, in apply result = func(self.values, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/ops/array_ops.py", line 279, in comparison_op res_values = op(lvalues, rvalues) ^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/ops/common.py", line 81, in new_method return method(self, other) ^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/arraylike.py", line 52, in le return self._cmp_method(other, operator.le) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/arrays/datetimelike.py", line 937, in _cmp_method return invalid_comparison(self, other, op) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.11/site-packages/pandas/core/ops/invalid.py", line 36, in invalid_comparison raise TypeError(f"Invalid comparison between dtype={left.dtype} and {typ}") TypeError: Invalid comparison between dtype=timedelta64[ns] and float64

Please set a GitHub issue with above error message at: https://github.com/mljar/mljar-supervised/issues/new

[adrienpacifico]

Related to: https://github.com/mljar/mljar-supervised/issues/122