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The problem was caused by a problem in the source package of Qt in anaconda.
I solved the problem by removing the conda packages and clearing the cache:
conda remove pyqt
conda remove qt5
conda clean --all
Then I reinstalled PyQt and Qt from a different source, and it works fine:
conda install -c anaconda pyqt
conda install pyqt
conda install -c anaconda qt
Make sure to set these two variables in .bashrc:
export QT_PLUGINS_PATH=/path/to/qt_plugins_folder
export QT_QPA_PLATFORM_PLUGIN_PATH=/path/to/qt_plugins_folder/platforms
And that the libxcb.so library is located in one of the specified paths.