Description
pycaret version checks
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I have checked that this issue has not already been reported here.
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I have confirmed this bug exists on the latest version of pycaret.
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I have confirmed this bug exists on the master branch of pycaret (pip install -U git+https://github.com/pycaret/pycaret.git@master).
Issue Description
Necroing #3581 since it remains in pycaret v3.3.2.
I can run the code in interactive sessions (either in terminal or an ipykernel), but if I execute the same script using python <script.py> it crashes with the below error. I still see the errors when using it via the terminal.
Reproducible Example
# the same as #3581
from pycaret.datasets import get_data
from pycaret.classification import *
juice = get_data('juice')
setup(data=juice, target='Purchase')
logr = create_model('lr')
tuned_logr = tune_model(logr)
plot_model(estimator = tuned_logr, plot = 'feature_all')
plot_model(estimator = tuned_logr, plot = 'confusion_matrix')
plot_model(estimator = tuned_logr, plot = 'auc')
plot_model(estimator = tuned_logr, plot = 'pr')
plot_model(estimator = tuned_logr, plot = 'error')Expected Behavior
all plot show display without error
Actual Results
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/pycaret/utils/generic.py", line 964, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/pycaret/classification/functional.py", line 1725, in plot_model
return _CURRENT_EXPERIMENT.plot_model(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/pycaret/classification/oop.py", line 2071, in plot_model
return super().plot_model(
^^^^^^^^^^^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/pycaret/internal/pycaret_experiment/tabular_experiment.py", line 2045, in plot_model
return self._plot_model(
^^^^^^^^^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/pycaret/internal/pycaret_experiment/tabular_experiment.py", line 1913, in _plot_model
ret = locals()[plot]()
^^^^^^^^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/pycaret/internal/pycaret_experiment/tabular_experiment.py", line 1227, in error
return show_yellowbrick_plot(
^^^^^^^^^^^^^^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/pycaret/internal/plots/yellowbrick.py", line 115, in show_yellowbrick_plot
visualizer.show(clear_figure=True)
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/yellowbrick/base.py", line 249, in show
self.fig.clear()
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/figure.py", line 3148, in clear
super().clear(keep_observers=keep_observers)
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/figure.py", line 978, in clear
self.delaxes(ax) # Remove ax from self._axstack.
^^^^^^^^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/figure.py", line 945, in delaxes
self._axobservers.process("_axes_change_event", self)
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/cbook/__init__.py", line 319, in process
self.exception_handler(exc)
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/cbook/__init__.py", line 103, in _exception_printer
raise exc
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/cbook/__init__.py", line 314, in process
func(*args, **kwargs)
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/figure.py", line 3253, in <lambda>
self._axobservers.connect("_axes_change_event", lambda arg: func(arg))
^^^^^^^^^
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/backend_bases.py", line 2848, in notify_axes_change
self.toolbar.update()
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/backend_bases.py", line 3382, in update
self.set_history_buttons()
File "/home/andreas/projects/fp_dm/.venv/lib/python3.11/site-packages/matplotlib/backends/_backend_tk.py", line 892, in set_history_buttons
self._buttons['Back']['state'] = state_map[can_back]
~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^
File "/usr/lib/python3.11/tkinter/__init__.py", line 1735, in __setitem__
self.configure({key: value})
File "/usr/lib/python3.11/tkinter/__init__.py", line 1724, in configure
return self._configure('configure', cnf, kw)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.11/tkinter/__init__.py", line 1714, in _configure
self.tk.call(_flatten((self._w, cmd)) + self._options(cnf))
_tkinter.TclError: invalid command name ".!navigationtoolbar2tk.!button2"Installed Versions
PyCaret required dependencies:
pip: 24.3.1
setuptools: 75.3.0
pycaret: 3.3.2
IPython: 8.29.0
ipywidgets: 8.1.5
tqdm: 4.66.6
numpy: 1.26.4
pandas: 2.1.4
jinja2: 3.1.4
scipy: 1.11.4
joblib: 1.3.2
sklearn: 1.4.2
pyod: 2.0.2
imblearn: 0.12.4
category_encoders: 2.6.4
lightgbm: 4.5.0
numba: 0.60.0
requests: 2.32.3
matplotlib: 3.7.5
scikitplot: 0.3.7
yellowbrick: 1.5
plotly: 5.24.1
plotly-resampler: Not installed
kaleido: 0.2.1
schemdraw: 0.15
statsmodels: 0.14.4
sktime: 0.26.0
tbats: 1.1.3
pmdarima: 2.0.4
psutil: 6.1.0
markupsafe: 3.0.2
pickle5: Not installed
cloudpickle: 3.1.0
deprecation: 2.1.0
xxhash: 3.5.0
wurlitzer: 3.1.1
PyCaret optional dependencies:
shap: Not installed
interpret: Not installed
umap: Not installed
ydata_profiling: Not installed
explainerdashboard: Not installed
autoviz: Not installed
fairlearn: Not installed
deepchecks: Not installed
xgboost: Not installed
catboost: Not installed
kmodes: Not installed
mlxtend: Not installed
statsforecast: Not installed
tune_sklearn: Not installed
ray: Not installed
hyperopt: Not installed
optuna: Not installed
skopt: Not installed
mlflow: Not installed
gradio: Not installed
fastapi: Not installed
uvicorn: Not installed
m2cgen: Not installed
evidently: Not installed
fugue: Not installed
streamlit: Not installed
prophet: Not installed