8000 [BUG]: error occured after execute second plot_model · Issue #4084 · pycaret/pycaret · GitHub
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[BUG]: error occured after execute second plot_model #4084

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AndreasKarasenko opened this issue Oct 30, 2024 · 0 comments
Open
2 of 3 tasks

[BUG]: error occured after execute second plot_model #4084

AndreasKarasenko opened this issue Oct 30, 2024 · 0 comments
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bug Something isn't working

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@AndreasKarasenko
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pycaret version checks

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

System: python: 3.11.6 (main, Oct 23 2023, 22:47:21) [GCC 9.4.0] executable: /home/andreas/projects/fp_dm/.venv/bin/python machine: Linux-5.15.153.1-microsoft-standard-WSL2-x86_64-with-glibc2.31

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
@AndreasKarasenko AndreasKarasenko added the bug Something isn't working label Oct 30, 2024
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