This is a follow up from this post I made:
Though the solution works, there are still issues. The video below summarizes the issue. 
The code is below:
session_state = SessionState.get(default_options =False) # once button is pushed, load new format data if default_options or session_state.default_options : session_state.default_options = True # select data for default graph axes_options = axes_placeholder.beta_columns(3) #Options for default chart scatter_choices = scatter_choices_placeholder.beta_columns([4,4,4,4,1]) #select x-axis select_box_X = axes_options[0].selectbox('Select x-axis', data_col) #select y-axis select_box_Y = axes_options[1].selectbox('Select y-axis', data_col) # Control colours of chart color = ['navy', 'blue', 'green', 'brown', 'skyblue', 'grey'] color = axes_options[2].selectbox('Choose color', options=color) height = scatter_choices[0].slider('Height of chart', min_value=0.0, max_value=30.0, step=.1, value=8.0) # Ratio ratio_chart = scatter_choices[1].slider('Ratio', min_value=0, max_value=30, step=1, value=7) # Space space = scatter_choices[2].slider('Space', min_value=0.0, max_value=1.0, step=.1, value=.4) # Show density of plots alpha = scatter_choices[3].slider('Plot density', min_value=0.0, max_value=1.0, step=.1, value=.4) # Default settings button default_options = scatter_choices[4].button('Default') # Additional options options = scatter_choices[4].checkbox('Additional Options') chart = sns.jointplot(x=select_box_X, y=select_box_Y, data=Scatter_graph_data, alpha=.4, height=8.0, ratio=7, space=.4, xlim=(-0.01,1.01), ylim=(-0.01,1.01), color=color) chart_placeholder.pyplot(chart, use_container_width=True)
Not sure how to rectify this even with session. When I tried st.state, I get this error:
AttributeError: ‘Server’ object has no attribute ‘_session_infos’
Is there a way to halt this re-re-run of the code?