alexmryzhkov
commented
1 year ago Hi @Hoigr,
This is the known problem because currently LightAutoML doesn’t support python 3.10. You can use it from our github repo if you need 3.10, but I recommend to replace python with 3.9 version.
Alex
In google colab when trying to execute the following code: !pip install lightautoml
from lightautoml.automl.presets.tabular_presets import TabularAutoML from lightautoml.tasks import Task
The following error is displayed:
TypeError Traceback (most recent call last)
10 frames /usr/local/lib/python3.10/dist-packages/lightautoml/init.py in
14 version = importlib_metadata.version(name)
15
---> 16 from .addons import
17 from .addons.utilization import
18 from .automl import *
/usr/local/lib/python3.10/dist-packages/lightautoml/addons/utilization/init.py in
1 """Tools to configure resources utilization."""
----> 2 from .utilization import TimeUtilization
3
4 all = ['TimeUtilization']
/usr/local/lib/python3.10/dist-packages/lightautoml/addons/utilization/utilization.py in
6 from log_calls import record_history
7
----> 8 from ...automl.base import AutoML
9 from ...automl.blend import Blender, BestModelSelector
10 from ...automl.presets.base import AutoMLPreset
/usr/local/lib/python3.10/dist-packages/lightautoml/automl/base.py in
6 from log_calls import record_history
7
----> 8 from .blend import Blender, BestModelSelector
9 from ..dataset.base import LAMLDataset
10 from ..dataset.utils import concatenate
/usr/local/lib/python3.10/dist-packages/lightautoml/automl/blend.py in
7 from scipy.optimize import minimize_scalar
8
----> 9 from ..dataset.base import LAMLDataset
10 from ..dataset.np_pd_dataset import NumpyDataset
11 from ..dataset.roles import NumericRole
/usr/local/lib/python3.10/dist-packages/lightautoml/dataset/base.py in
6 from log_calls import record_history
7
----> 8 from .roles import ColumnRole
9 from ..tasks.base import Task
10
/usr/local/lib/python3.10/dist-packages/lightautoml/dataset/roles.py in
13
14 @record_history(enabled=False)
---> 15 class ColumnRole:
16 """Abstract class for column role.
17
/usr/local/lib/python3.10/dist-packages/log_calls/log_calls.py in call(self, f_or_klass) 1689 #++++++++++++++++++++++++++++++++ 1690 -> 1691 self._classcall(klass) # modifies klass (methods & inner classes) (if not builtin) 1692 self._add_class_attrs(klass) # v0.3.0v20 traps TypeError for builtins 1693 return klass
/usr/local/lib/python3.10/dist-packages/log_calls/log_calls.py in _classcall(self, klass) 1480 new_omit += deco_obj._omit 1481 -> 1482 new_class = self.class( 1483 settings=new_settings, 1484 only=new_only,
/usr/local/lib/python3.10/dist-packages/log_calls/log_calls.py in call(self, f_or_klass) 1690 1691 self._classcall(klass) # modifies klass (methods & inner classes) (if not builtin) -> 1692 self._add_class_attrs(klass) # v0.3.0v20 traps TypeError for builtins 1693 return klass 1694
/usr/local/lib/python3.10/dist-packages/log_calls/log_calls.py in _add_class_attrs(self, klass) 2136 this_deco_class = self.class 2137 this_deco_class_name = this_decoclass.name -> 2138 setattr( 2139 klass, 2140 'get' + this_deco_class_name + '_wrapper',
TypeError: cannot set 'get_record_history_wrapper' attribute of immutable type 'object'