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#
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# Copyright 2008 Free Software Foundation, Inc.
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#
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# This file is part of GNU Radio
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#
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# GNU Radio is free software; you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation; either version 3, or (at your option)
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# any later version.
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#
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# GNU Radio is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with GNU Radio; see the file COPYING.  If not, write to
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# the Free Software Foundation, Inc., 51 Franklin Street,
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# Boston, MA 02110-1301, USA.
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#
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##################################################
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# conditional disconnections of wx flow graph
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##################################################
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import wx
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def bind_to_visible_event(win, callback):
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        """
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        Bind a callback to a window when its visibility changes.
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        Specifically, callback when the window changes visibility
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        when a notebook tab event in one of the parents occurs.
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        @param win the wx window
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        @param callback a 1 param function
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        """
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        #is the window visible in the hierarchy
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        def is_wx_window_visible(my_win):
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                while True:
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                        parent = my_win.GetParent()
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                        if not parent: return True #reached the top of the hierarchy
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                        #if we are hidden, then finish, otherwise keep traversing up
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                        if isinstance(parent, wx.Notebook) and parent.GetCurrentPage() != my_win: return False
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                        my_win = parent
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        #call the callback, the arg is shown or not
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        def callback_factory(my_win, my_callback):
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                return lambda *args: my_callback(is_wx_window_visible(my_win))
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        handler = callback_factory(win, callback)
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        #bind the handler to all the parent notebooks
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        while win:
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                if isinstance(win, wx.Notebook):
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                        win.Bind(wx.EVT_NOTEBOOK_PAGE_CHANGED, handler)
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                if not win.GetParent():
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                        win.Bind(wx.EVT_ACTIVATE, handler)
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                win = win.GetParent()
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from gnuradio import gr
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def conditional_connect(source, sink, hb, win, size):
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        nulls = list()
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        cache = [None]
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        def callback(visible, init=False):
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                if visible == cache[0]: return
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                cache[0] = visible
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                if not init: hb.lock()
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                print 'visible', visible, source, sink
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                if visible:
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                        if not init:
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                                hb.disconnect(source, nulls[0])
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                                hb.disconnect(nulls[1], nulls[2])
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                                hb.disconnect(nulls[2], sink)
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                                while nulls: nulls.pop()
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                        hb.connect(source, sink)
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                else:
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                        if not init: hb.disconnect(source, sink)
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                        nulls.extend([gr.null_sink(size), gr.null_source(size), gr.head(size, 0)])
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                        hb.connect(source, nulls[0])
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                        hb.connect(nulls[1], nulls[2], sink)
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                if not init: hb.unlock()
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        callback(False, init=True) #initially connect
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        bind_to_visible_event(win, callback)
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class wxgui_hb(object):
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        def wxgui_connect(self, *points):
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                """
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                Use wxgui connect when the first point is the self source of the hb.
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                The win property of this object should be set to the wx window.
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                When this method tries to connect self to the next point,
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                it will conditionally make this connection based on the visibility state.
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                """
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                try:
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                        assert points[0] == self or points[0][0] == self
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                        conditional_connect(
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                                points[0], points[1],
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                                win=self.win, hb=self,
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                                size=self._hb.input_signature().sizeof_stream_item(0),
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                        )
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                        if len(points[1:]) > 1: self.connect(*points[1:])
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                except (AssertionError, IndexError): self.connect(*points)
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#A macro to apply an index to a key
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index_key = lambda key, i: "%s_%d"%(key, i+1)
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def _register_access_method(destination, controller, key):
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        """
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        Helper function for register access methods.
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        This helper creates distinct set and get methods for each key
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        and adds them to the destination object.
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        """
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        def set(value): controller[key] = value
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        setattr(destination, 'set_'+key, set)
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        def get(): return controller[key]
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        setattr(destination, 'get_'+key, get) 
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def register_access_methods(destination, controller):
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        """
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        Register setter and getter functions in the destination object for all keys in the controller.
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        @param destination the object to get new setter and getter methods
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        @param controller the pubsub controller
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        """
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        for key in controller.keys(): _register_access_method(destination, controller, key)
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##################################################
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# Input Watcher Thread
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##################################################
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from gnuradio import gru
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class input_watcher(gru.msgq_runner):
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        """
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        Input watcher thread runs forever.
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        Read messages from the message queue.
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        Forward messages to the message handler.
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        """
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        def __init__ (self, msgq, controller, msg_key, arg1_key='', arg2_key=''):
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                self._controller = controller
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                self._msg_key = msg_key
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                self._arg1_key = arg1_key
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                self._arg2_key = arg2_key
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                gru.msgq_runner.__init__(self, msgq, self.handle_msg)
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        def handle_msg(self, msg):
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                if self._arg1_key: self._controller[self._arg1_key] = msg.arg1()
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                if self._arg2_key: self._controller[self._arg2_key] = msg.arg2()
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                self._controller[self._msg_key] = msg.to_string()
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##################################################
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# Shared Functions
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##################################################
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import numpy
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import math
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def get_exp(num):
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        """
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        Get the exponent of the number in base 10.
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        @param num the floating point number
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        @return the exponent as an integer
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        """
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        if num == 0: return 0
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        return int(math.floor(math.log10(abs(num))))
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def get_clean_num(num):
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        """
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        Get the closest clean number match to num with bases 1, 2, 5.
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        @param num the number
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        @return the closest number
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        """
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        if num == 0: return 0
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        sign = num > 0 and 1 or -1
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        exp = get_exp(num)
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        nums = numpy.array((1, 2, 5, 10))*(10**exp)
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        return sign*nums[numpy.argmin(numpy.abs(nums - abs(num)))]
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def get_clean_incr(num):
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        """
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        Get the next higher clean number with bases 1, 2, 5.
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        @param num the number
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        @return the next higher number
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        """
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        num = get_clean_num(num)
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        exp = get_exp(num)
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        coeff = int(round(num/10**exp))
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        return {
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                -5: -2,
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                -2: -1,
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                -1: -.5,
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                1: 2,
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                2: 5,
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                5: 10,
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        }[coeff]*(10**exp)
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def get_clean_decr(num):
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        """
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        Get the next lower clean number with bases 1, 2, 5.
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        @param num the number
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        @return the next lower number
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        """
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        num = get_clean_num(num)
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        exp = get_exp(num)
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        coeff = int(round(num/10**exp))
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        return {
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                -5: -10,
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                -2: -5,
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                -1: -2,
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                1: .5,
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                2: 1,
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                5: 2,
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        }[coeff]*(10**exp)
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def get_min_max(samples):
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        """
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        Get the minimum and maximum bounds for an array of samples.
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        @param samples the array of real values
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        @return a tuple of min, max
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        """
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        scale_factor = 3
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        mean = numpy.average(samples)
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        rms = numpy.max([scale_factor*((numpy.sum((samples-mean)**2)/len(samples))**.5), .1])
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        min_val = mean - rms
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        max_val = mean + rms
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        return min_val, max_val
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def get_min_max_fft(fft_samps):
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        """
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        Get the minimum and maximum bounds for an array of fft samples.
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        @param samples the array of real values
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        @return a tuple of min, max
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        """
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        #get the peak level (max of the samples)
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        peak_level = numpy.max(fft_samps)
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        #separate noise samples
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        noise_samps = numpy.sort(fft_samps)[:len(fft_samps)/2]
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        #get the noise floor
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        noise_floor = numpy.average(noise_samps)
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        #get the noise deviation
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        noise_dev = numpy.std(noise_samps)
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        #determine the maximum and minimum levels
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        max_level = peak_level
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        min_level = noise_floor - abs(2*noise_dev)
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        return min_level, max_level