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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.
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)
in <cell line: 1>()
----> 1 from lightautoml.automl.presets.tabular_presets import TabularAutoML
2 from lightautoml.tasks import Task
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.class__call_(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 class__call_(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.class__call_(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_deco_class.name
-> 2138 setattr(
2139 klass,
2140 'get' + this_deco_class_name + '_wrapper',
TypeError: cannot set 'get_record_history_wrapper' attribute of immutable type 'object'
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