[ADD] performance measurements

[singjc]

Added arg to track and save performance metrics of execution time and RSS memory of code blocks.

[jcharkow]

Looks good however I have been playing around with extracted ion chromatogram so there will be conflicts maybe hold off on committing that file?

[jcharkow]

There will be merge conflicts with this file my raw data maybe hold off on this file temporarily?

[singjc]

@jcharkow kk, I reverted this file back to the feature/rawdata state. If you haven't already, can you add the caching decorators for osw_data_access and sqmass_loader in this file. I added it to the version before reverting because this saves time from loading it every time an interaction is made. Or I can add it later once the feature/rawdata is merged with your refactoring.

If everything looks good, let me know if this PR can be merged.

    @conditional_decorator(lambda func: st.cache_resource(show_spinner=False)(func), check_streamlit())
    def osw_data_access(_self):
        """
        Loads data from the OSW file.
        """
        osw_data = OSWDataAccess(_self.massseer_gui.file_input_settings.osw_file_path)
        return osw_data
        
    @conditional_decorator(lambda func: st.cache_resource(show_spinner=False)(func), check_streamlit())
    def sqmass_data_loader(_self):
        """
        Loads data from the SqMass file.
        """
        sqmass_data = SqMassLoader(_self.massseer_gui.file_input_settings.sqmass_file_path_list, _self.massseer_gui.file_input_settings.osw_file_path)
        return sqmass_data

[jcharkow]

sounds good

[jcharkow]

yes this PR can be merged