Software Organization

The software is organized as shown in the following figure

pyfda class structure

Fig. 26 pyfda Organization

The modules communicate via Qt’s signal-slot mechanism (see: Signalling: What’s up?).
Data Persistence:
Common data is stored in dicts that can be accessed globally (see: Persistence: Where’s the data?).
The software can be customized a.o. via the file (see: Customization).

Signalling: What’s up?

The figure above shows the general pyfda hierarchy. When parameters or settings are changed in a widget, a Qt signal is emitted that can be processed by other widgets with a sig_rx slot for receiving information. The dict dict_sig is attached to the signal as a “payload”, providing information about the sender and the type of event . sig_rx is connected to the process_sig_rx() method that processes the dict.

Many Qt signals can be connected to one Qt slot and one signal to many slots, so signals of input and plot widgets are collected in pyfda.input_widgets.input_tab_widgets and pyfda.plot_widgets.plot_tab_widgets respectively and connected collectively.

When a redraw / calculations can take a long time, it makes sense to perform these operations only when the widget is visible and store the need for a redraw in a flag.

class MyWidget(QWidget):
    sig_resize = pyqtSignal()   # emit a local signal upon resize
    sig_rx = pyqtSignal(object) # incoming signal
    sig_tx = pyqtSignal(object) # outgoing signal

    def __init__(self, parent):
        super(MyWidget, self).__init__(parent)
        self.data_changed = True # initialize flags
        self.view_changed = True
        self.filt_changed = True
        # usually done in method ``_construct_UI()``

    def process_sig_rx(self, dict_sig=None):
    Process signals coming in via subwidgets and sig_rx
    if dict_sig['sender'] == __name__:   # only needed when a ``sig_tx signal`` is fired
        logger.debug("Infinite loop detected")

    if self.isVisible():
        if 'data_changed' in dict_sig or self.data_changed:
            self.recalculate_some_data() # this may take time ...
            self.data_changed = False
        if 'view_changed' in dict_sig and dict_sig['view_changed'] == 'new_limits'\
            or self.view_changed:
            self._update_my_plot()       # ... while this just updates the display
            self.view_changed = False
        if 'filt_changed' in dict_sig or self.filt_changed:
            self.update_wdg_UI()         # new filter needs new UI options
            self.filt_changed = False
        if 'data_changed' in dict_sig or 'view_changed' in dict_sig:
            self.data_changed = True
            self.view_changed = True
        if 'filt_changed' in dict_sig:
            self.filt_changed = True

Information is transmitted via the global sig_tx signal:

dict_sig = {'sender':__name__, 'fx_sim':'set_results', 'fx_results':self.fx_results}

The following dictionary keys are generally used, individual ones can be created as needed.


Fully qualified name of the sending widget, usually given as __name__. The sender name is needed a.o. to prevent infinite loops which may occur when the rx event is connected to the tx signal.


A different filter type (response type, algorithm, …) has been selected or loaded, requiring an update of the UI in some widgets.


A filter has been designed and the actual data (e.g. coefficients) has changed, you can add the (short) name or a data description as the dict value. When this key is sent, most widgets have to be updated.


Filter specifications have changed - this will influence only a few widgets like the plot_hf widget that plots the filter specifications as an overlay or the input_info widget that compares filter performance to filter specifications.


When e.g. the range of the frequency axis is changed from \(0 \ldots f_S/2\) to \(-f_S/2 \ldots f_S/2\), this information can be propagated with the 'view_changed' key.


Propagate a change of the UI to other widgets, examples are:

  • 'ui_changed':'csv' for a change of CSV import / export options
  • 'ui_changed':'resize' when the parent window has been resized
  • 'ui_changed':'tab' when a different tab has been selected

Signal the phase / status of a fixpoint simulation (‘finished’, ‘error’)

Persistence: Where’s the data?

At startup, a dictionary is constructed with information about the filter classes and their methods. The central dictionary fb.dict is initialized.