How to use the pypsa.io.import_series_from_dataframe function in pypsa

if with_time:
        for c in network.iterate_components(one_port_components):
            for attr, df in iteritems(c.pnl):
                if not df.empty:
                    io.import_series_from_dataframe(network_c, df, c.name, attr)

    new_links = (network.links.assign(bus0=network.links.bus0.map(busmap),
                                      bus1=network.links.bus1.map(busmap))
                        .dropna(subset=['bus0', 'bus1'])
                        .loc[lambda df: df.bus0 != df.bus1])
    io.import_components_from_dataframe(network_c, new_links, "Link")

    if with_time:
        for attr, df in iteritems(network.links_t):
            if not df.empty:
                io.import_series_from_dataframe(network_c, df, "Link", attr)

    io.import_components_from_dataframe(network_c, network.carriers, "Carrier")

    network_c.determine_network_topology()

    return Clustering(network_c, busmap, linemap, linemap_p, linemap_n)

##
    # Collect remaining one ports

    for c in network.iterate_components(one_port_components):
        io.import_components_from_dataframe(
            network_c,
            c.df.assign(bus=c.df.bus.map(busmap)).dropna(subset=['bus']),
            c.name
        )

    if with_time:
        for c in network.iterate_components(one_port_components):
            for attr, df in iteritems(c.pnl):
                if not df.empty:
                    io.import_series_from_dataframe(network_c, df, c.name, attr)

    new_links = (network.links.assign(bus0=network.links.bus0.map(busmap),
                                      bus1=network.links.bus1.map(busmap))
                        .dropna(subset=['bus0', 'bus1'])
                        .loc[lambda df: df.bus0 != df.bus1])
    io.import_components_from_dataframe(network_c, new_links, "Link")

    if with_time:
        for attr, df in iteritems(network.links_t):
            if not df.empty:
                io.import_series_from_dataframe(network_c, df, "Link", attr)

    io.import_components_from_dataframe(network_c, network.carriers, "Carrier")

    network_c.determine_network_topology()

generators, generators_pnl = aggregategenerators(network, busmap, with_time=with_time,
                                                         carriers=aggregate_generators_carriers,
                                                         custom_strategies=generator_strategies)
        io.import_components_from_dataframe(network_c, generators, "Generator")
        if with_time:
            for attr, df in iteritems(generators_pnl):
                if not df.empty:
                    io.import_series_from_dataframe(network_c, df, "Generator", attr)

    for one_port in aggregate_one_ports:
        one_port_components.remove(one_port)
        new_df, new_pnl = aggregateoneport(network, busmap, component=one_port, with_time=with_time,
                                           custom_strategies=one_port_strategies.get(one_port, {}))
        io.import_components_from_dataframe(network_c, new_df, one_port)
        for attr, df in iteritems(new_pnl):
            io.import_series_from_dataframe(network_c, df, one_port, attr)


    ##
    # Collect remaining one ports

    for c in network.iterate_components(one_port_components):
        io.import_components_from_dataframe(
            network_c,
            c.df.assign(bus=c.df.bus.map(busmap)).dropna(subset=['bus']),
            c.name
        )

    if with_time:
        for c in network.iterate_components(one_port_components):
            for attr, df in iteritems(c.pnl):
                if not df.empty:

if with_time:
        network_c.snapshot_weightings = network.snapshot_weightings.copy()
        network_c.set_snapshots(network.snapshots)

    one_port_components = network.one_port_components.copy()

    if aggregate_generators_weighted:
        one_port_components.remove("Generator")
        generators, generators_pnl = aggregategenerators(network, busmap, with_time=with_time,
                                                         carriers=aggregate_generators_carriers,
                                                         custom_strategies=generator_strategies)
        io.import_components_from_dataframe(network_c, generators, "Generator")
        if with_time:
            for attr, df in iteritems(generators_pnl):
                if not df.empty:
                    io.import_series_from_dataframe(network_c, df, "Generator", attr)

    for one_port in aggregate_one_ports:
        one_port_components.remove(one_port)
        new_df, new_pnl = aggregateoneport(network, busmap, component=one_port, with_time=with_time,
                                           custom_strategies=one_port_strategies.get(one_port, {}))
        io.import_components_from_dataframe(network_c, new_df, one_port)
        for attr, df in iteritems(new_pnl):
            io.import_series_from_dataframe(network_c, df, one_port, attr)


    ##
    # Collect remaining one ports

    for c in network.iterate_components(one_port_components):
        io.import_components_from_dataframe(
            network_c,