Beispiel #1
0
 def on_figure_clicked(self, event):
     """ Clicked a match between query annotation and result annotation:
         parses the type of click it was and execute the correct
         visualiztion
     """
     print('[viz] clicked result')
     if ih.clicked_outside_axis(event):
         #self.toggle_fmatch()
         pass
     else:
         ax = event.inaxes
         viztype = ph.get_plotdat(ax, 'viztype', '')
         #printDBG(str(event.__dict__))
         printDBG('viztype=%r' % viztype)
         # Clicked a specific matches
         if viztype == 'matches':
             aid1 = ph.get_plotdat(ax, 'aid1', None)
             aid2 = ph.get_plotdat(ax, 'aid2', None)
             # Ctrl-Click
             key = '' if event.key is None else event.key
             print('key = %r' % key)
             if key.find('control') == 0:
                 print('[viz] result control clicked')
                 self.on_ctrl_clicked_match(aid1, aid2)
             # Left-Click
             else:
                 print('[viz] result clicked')
                 self.on_clicked_match(aid1, aid2)
Beispiel #2
0
def on_single_match_clicked(event):
    from plottool import interact_helpers as ih
    from plottool import plot_helpers as ph
    """ result interaction mpl event callback slot """
    print('[viz] clicked result')
    if ih.clicked_outside_axis(event):
        pass
    else:
        ax = event.inaxes
        viztype = ph.get_plotdat(ax, 'viztype', '')
        #printDBG(str(event.__dict__))
        # Clicked a specific matches
        if viztype.startswith('matches'):
            #aid2 = ph.get_plotdat(ax, 'aid2', None)
            # Ctrl-Click
            evkey = '' if event.key is None else event.key
            simp = ph.get_plotdat(ax, 'simp', None)
            key = ph.get_plotdat(ax, 'key', None)
            print('evkey = %r' % evkey)
            if evkey.find('control') == 0:
                print('[viz] result control clicked')
                pass
            # Left-Click
            else:
                print(simp)
                print(key)
                print('[viz] result clicked')
                pass
    ph.draw()
Beispiel #3
0
 def on_figure_clicked(self, event):
     """ Clicked a match between query annotation and result annotation:
         parses the type of click it was and execute the correct
         visualiztion
     """
     print('[viz] clicked result')
     if ih.clicked_outside_axis(event):
         #self.toggle_fmatch()
         pass
     else:
         ax = event.inaxes
         viztype = ph.get_plotdat(ax, 'viztype', '')
         # Clicked a specific matches
         if viztype == 'matches':
             aid1 = ph.get_plotdat(ax, 'aid1', None)
             aid2 = ph.get_plotdat(ax, 'aid2', None)
             # Ctrl-Click
             key = '' if event.key is None else event.key
             print('key = %r' % key)
             if key.find('control') == 0:
                 print('[viz] result control clicked')
                 self.on_ctrl_clicked_match(aid1, aid2)
             # Left-Click
             else:
                 print('[viz] result clicked')
                 self.on_clicked_match(aid1, aid2)
Beispiel #4
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 def match_reviewed(self, event):
     ax = event.inaxes
     viztype = ph.get_plotdat(ax, 'viztype', '')
     assert viztype == 'button', 'bad mpl button slot'
     # The change name button was clicked
     index = ph.get_plotdat(ax, 'index', -1)
     text = ph.get_plotdat(ax, 'text', -1)
     self.select_candidate_match(index)
     aid1, aid2 = self.current_match_aids
     print(index)
     print(text)
     ibs = self.ibs
     if text.startswith(BREAK_MATCH_PREF):
         ibs.set_annot_names([aid1, aid2], ['____', '____'])
     elif text.startswith(NEW_MATCH_PREF):
         next_name = ibsfuncs.make_next_name(ibs)
         ibs.set_annot_names([aid1, aid2], [next_name, next_name])
     elif text.startswith(RENAME1_PREF):
         name2 = ibs.get_annot_names(aid2)
         ibs.set_annot_names([aid1], [name2])
     elif text.startswith(RENAME2_PREF):
         name1 = ibs.get_annot_names(aid1)
         ibs.set_annot_names([aid2], [name1])
     # Emit that something has changed
     self.on_change_callback()
     self.show_page()
 def on_click_inside(self, event, ax):
     import plottool as pt
     viztype = ph.get_plotdat(ax, 'viztype', None)
     print('[ik] viztype=%r' % viztype)
     if viztype is None:
         pass
     elif viztype == 'keypoints':
         kpts = ph.get_plotdat(ax, 'kpts', [])
         if len(kpts) == 0:
             print('...nokpts')
         else:
             print('...nearest')
             x, y = event.xdata, event.ydata
             fx = ut.nearest_point(x, y, kpts)[0]
             self._select_ith_kpt(fx)
     elif viztype == 'warped':
         hs_fx = ph.get_plotdat(ax, 'fx', None)
         if hs_fx is not None:
             kp = self.kpts[hs_fx]  # FIXME
             sift = self.vecs[hs_fx]
             df2.draw_keypoint_gradient_orientations(self.chip,
                                                     kp,
                                                     sift=sift,
                                                     mode='vec',
                                                     fnum=pt.next_fnum())
             pt.draw()
     elif viztype.startswith('colorbar'):
         pass
     else:
         print('...unhandled')
     self.draw()
Beispiel #6
0
 def match_reviewed(self, event):
     ax = event.inaxes
     viztype = ph.get_plotdat(ax, 'viztype', '')
     assert viztype == 'button', 'bad mpl button slot'
     # The change name button was clicked
     index = ph.get_plotdat(ax, 'index', -1)
     text  = ph.get_plotdat(ax, 'text', -1)
     self.select_candidate_match(index)
     aid1, aid2 = self.current_match_aids
     print(index)
     print(text)
     ibs = self.ibs
     if text.startswith(BREAK_MATCH_PREF):
         ibs.set_annot_names([aid1, aid2], ['____', '____'])
     elif text.startswith(NEW_MATCH_PREF):
         next_name = ibsfuncs.make_next_name(ibs)
         ibs.set_annot_names([aid1, aid2], [next_name, next_name])
     elif text.startswith(RENAME1_PREF):
         name2 = ibs.get_annot_names(aid2)
         ibs.set_annot_names([aid1], [name2])
     elif text.startswith(RENAME2_PREF):
         name1 = ibs.get_annot_names(aid1)
         ibs.set_annot_names([aid2], [name1])
     # Emit that something has changed
     self.on_change_callback()
     self.show_page()
 def on_click_inside(self, event, ax):
     import plottool as pt
     viztype = ph.get_plotdat(ax, 'viztype', None)
     print('[ik] viztype=%r' % viztype)
     if viztype is None:
         pass
     elif viztype == 'keypoints':
         kpts = ph.get_plotdat(ax, 'kpts', [])
         if len(kpts) == 0:
             print('...nokpts')
         else:
             print('...nearest')
             x, y = event.xdata, event.ydata
             fx = ut.nearest_point(x, y, kpts)[0]
             self._select_ith_kpt(fx)
     elif viztype == 'warped':
         hs_fx = ph.get_plotdat(ax, 'fx', None)
         if hs_fx is not None:
             kp = self.kpts[hs_fx]  # FIXME
             sift = self.vecs[hs_fx]
             df2.draw_keypoint_gradient_orientations(self.chip, kp,
                                                     sift=sift, mode='vec',
                                                     fnum=pt.next_fnum())
             pt.draw()
     elif viztype.startswith('colorbar'):
         pass
     else:
         print('...unhandled')
     self.draw()
def on_single_match_clicked(event):
    from plottool import interact_helpers as ih
    from plottool import plot_helpers as ph
    """ result interaction mpl event callback slot """
    print('[viz] clicked result')
    if ih.clicked_outside_axis(event):
        pass
    else:
        ax = event.inaxes
        viztype = ph.get_plotdat(ax, 'viztype', '')
        #printDBG(str(event.__dict__))
        # Clicked a specific matches
        if viztype.startswith('matches'):
            #aid2 = ph.get_plotdat(ax, 'aid2', None)
            # Ctrl-Click
            evkey = '' if event.key is None else event.key
            simp = ph.get_plotdat(ax, 'simp', None)
            key = ph.get_plotdat(ax, 'key', None)
            print('evkey = %r' % evkey)
            if evkey.find('control') == 0:
                print('[viz] result control clicked')
                pass
            # Left-Click
            else:
                print(simp)
                print(key)
                print('[viz] result clicked')
                pass
    ph.draw()
 def _on_keypoints_click(event):
     print('[viz] clicked keypoint view')
     if event is None or event.xdata is None or event.inaxes is None:
         annote_ptr[0] = (annote_ptr[0] + 1) % 3
         mode = annote_ptr[0]
         ell = mode == 1
         pts = mode == 2
         print('... default kpts view mode=%r' % mode)
         _viz_keypoints(fnum, ell=ell, pts=pts,
                        **kwargs)  # MAYBE: remove kwargs
     else:
         ax = event.inaxes
         viztype = ph.get_plotdat(ax, 'viztype', None)
         print('[ik] viztype=%r' % viztype)
         if viztype == 'keypoints':
             kpts = ph.get_plotdat(ax, 'kpts', [])
             if len(kpts) == 0:
                 print('...nokpts')
             else:
                 print('...nearest')
                 x, y = event.xdata, event.ydata
                 fx = ut.nearest_point(x, y, kpts)[0]
                 _select_ith_kpt(fx)
         elif viztype == 'warped':
             hs_fx = ph.get_plotdat(ax, 'fx', None)
             #kpts = ph.get_plotdat(ax, 'kpts', [])
             if hs_fx is not None:
                 # Ugly. Interactions should be changed to classes.
                 kp = self.kpts[hs_fx]  # FIXME
                 sift = self.vecs[hs_fx]
                 df2.draw_keypoint_gradient_orientations(
                     chip, kp, sift=sift, mode='vec', fnum=df2.next_fnum())
         elif viztype.startswith('colorbar'):
             pass
             # Hack to get a specific scoring feature
             #sortx = self.fs.argsort()
             #idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
             #mx = sortx[idx]
             #(fx1, fx2) = self.fm[mx]
             #(fx1, fx2) = self.fm[mx]
             #print('... selected score at rank idx=%r' % (idx,))
             #print('... selected score with fs=%r' % (self.fs[mx],))
             #print('... resolved to mx=%r' % mx)
             #print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
             #self.select_ith_match(mx)
         else:
             print('...unhandled')
     ph.draw()
Beispiel #10
0
    def on_click_inside(self, event, ax):
        from plottool import plot_helpers as ph
        ibs       = self.ibs
        viztype = ph.get_plotdat(ax, 'viztype', '')
        is_match_type = viztype in ['matches', 'multi_match']

        key = '' if event.key is None else event.key
        print('key=%r ' % key)
        ctrl_down = key.find('control') == 0
        # Click in match axes
        if event.button == 3:
            return super(MatchInteraction, self).on_click_inside(event, ax)
        if is_match_type and ctrl_down:
            # Ctrl-Click
            print('.. control click')
            return self.sv_view()
        elif viztype in ['warped', 'unwarped']:
            print('clicked at patch')
            ut.print_dict(ph.get_plotdat_dict(ax))
            hs_aid = {
                'aid1': self.qaid,
                'aid2': self.daid,
            }[vh.get_ibsdat(ax, 'aid', None)]
            hs_fx = vh.get_ibsdat(ax, 'fx', None)
            print('hs_fx = %r' % (hs_fx,))
            print('hs_aid = %r' % (hs_aid,))
            if hs_aid is not None and viztype == 'unwarped':
                ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=pt.next_fnum())
            elif hs_aid is not None and viztype == 'warped':
                viz.show_keypoint_gradient_orientations(ibs, hs_aid, hs_fx,
                                                        fnum=pt.next_fnum())
        else:
            return super(MatchInteraction, self).on_click_inside(event, ax)
        self.draw()
Beispiel #11
0
 def _on_keypoints_click(event):
     print('[viz] clicked keypoint view')
     if event is None  or event.xdata is None or event.inaxes is None:
         annote_ptr[0] = (annote_ptr[0] + 1) % 3
         mode = annote_ptr[0]
         ell = mode == 1
         pts = mode == 2
         print('... default kpts view mode=%r' % mode)
         _viz_keypoints(fnum, ell=ell, pts=pts, **kwargs)    # MAYBE: remove kwargs
     else:
         ax = event.inaxes
         viztype = ph.get_plotdat(ax, 'viztype', None)
         print('[ik] viztype=%r' % viztype)
         if viztype == 'keypoints':
             kpts = ph.get_plotdat(ax, 'kpts', [])
             if len(kpts) == 0:
                 print('...nokpts')
             else:
                 print('...nearest')
                 x, y = event.xdata, event.ydata
                 fx = ut.nearest_point(x, y, kpts)[0]
                 _select_ith_kpt(fx)
         elif viztype == 'warped':
             hs_fx = ph.get_plotdat(ax, 'fx', None)
             #kpts = ph.get_plotdat(ax, 'kpts', [])
             if hs_fx is not None:
                 # Ugly. Interactions should be changed to classes.
                 kp = self.kpts[hs_fx]  # FIXME
                 sift = self.vecs[hs_fx]
                 df2.draw_keypoint_gradient_orientations(chip, kp, sift=sift, mode='vec',
                                                         fnum=df2.next_fnum())
         elif viztype.startswith('colorbar'):
             pass
             # Hack to get a specific scoring feature
             #sortx = self.fs.argsort()
             #idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
             #mx = sortx[idx]
             #(fx1, fx2) = self.fm[mx]
             #(fx1, fx2) = self.fm[mx]
             #print('... selected score at rank idx=%r' % (idx,))
             #print('... selected score with fs=%r' % (self.fs[mx],))
             #print('... resolved to mx=%r' % mx)
             #print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
             #self.select_ith_match(mx)
         else:
             print('...unhandled')
     ph.draw()
Beispiel #12
0
    def on_click_inside(self, event, ax):
        from plottool import plot_helpers as ph

        (x, y) = (event.xdata, event.ydata)
        viztype = ph.get_plotdat(ax, "viztype", "")

        if event.button == 3:
            self.show_popup_menu(self.get_popup_options(), event)
            return
        # key = '' if event.key is None else event.key
        # ctrl_down = key.find('control') == 0
        if viztype == "matches":
            if len(self.fm) == 0:
                print("[inter] no feature matches to click")
            else:
                # Normal Click
                # Select nearest feature match to the click
                kpts1_m = self.kpts1[self.fm[:, 0]]
                kpts2_m = self.kpts2[self.fm[:, 1]]
                x2, y2, w2, h2 = self.xywh2
                _mx1, _dist1 = ut.nearest_point(x, y, kpts1_m)
                _mx2, _dist2 = ut.nearest_point(x - x2, y - y2, kpts2_m)
                mx = _mx1 if _dist1 < _dist2 else _mx2
                print("... clicked mx=%r" % mx)
                self.select_ith_match(mx)
        elif viztype in ["warped", "unwarped"]:
            pass
            # hs_aid = ax.__dict__.get('_hs_aid', None)
            # hs_fx = ax.__dict__.get('_hs_fx', None)
            # if hs_aid is not None and viztype == 'unwarped':
            #    ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=pt.next_fnum())
            # elif hs_aid is not None and viztype == 'warped':
            #    viz.show_keypoint_gradient_orientations(ibs, hs_aid,
            #    hs_fx, fnum=pt.next_fnum())
        # Click in match axes
        # elif viztype == 'matches' and ctrl_down:
        #    # Ctrl-Click
        #    print('.. control click')
        #    return self.sv_view()
        elif viztype.startswith("colorbar"):
            # Hack to get a specific scoring feature
            sortx = self.fs.argsort()
            idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
            mx = sortx[idx]
            (fx1, fx2) = self.fm[mx]
            (fx1, fx2) = self.fm[mx]
            print("... selected score at rank idx=%r" % (idx,))
            print("... selected score with fs=%r" % (self.fs[mx],))
            print("... resolved to mx=%r" % mx)
            print("... fx1, fx2 = %r, %r" % (fx1, fx2))
            self.select_ith_match(mx)
        else:
            print("...Unknown viztype: %r" % viztype)
        self.draw()
    def append_button(self, text, divider=None, rect=None, callback=None,
                      size='9%', location='bottom', ax=None, **kwargs):
        """ Adds a button to the current page """

        if rect is not None:
            new_ax = df2.plt.axes(rect)
        if rect is None and divider is None:
            if ax is None:
                ax = df2.gca()
            divider = df2.ensure_divider(ax)
        if divider is not None:
            new_ax = divider.append_axes(location, size=size, pad=.05)
        if callback is not None:
            color, hovercolor = u'.85', u'.95'
        else:
            color, hovercolor = u'.88', u'.88'
            #color, hovercolor = u'.45', u'.45'
        #if isinstance(text, six.text_type):
        new_but = mpl.widgets.Button(
            new_ax, text, color=color, hovercolor=hovercolor)
        #elif isinstance(text, (list, tuple)):
        #    labels = [False] * len(text)
        #    labels[0] = True
        #    new_but = mpl.widgets.CheckButtons(new_ax, text, labels)
        #else:
        #    raise ValueError('bad input')

        if callback is not None:
            new_but.on_clicked(callback)
        else:
            button_text = new_but.ax.texts[0]
            button_text.set_color('.6')
            #button_text.set_color('r')
            #ut.embed()
            #print('new_but.color = %r' % (new_but.color,))
        #else:
        # TODO: figure ou how to gray out these buttons
        #    new_but.color = u'.1'
        #    new_but.hovercolor = u'.1'
        #    new_but.active = False
        #    print('new_but.color = %r' % (new_but.color,))
        ph.set_plotdat(new_ax, 'viztype', 'button')
        ph.set_plotdat(new_ax, 'text', text)
        #ph.set_plotdat(new_ax, 'parent_axes', ax)
        if ax is not None:
            child_axes = ph.get_plotdat(ax, 'child_axes', [])
            child_axes.append(new_ax)
            ph.set_plotdat(ax, 'child_axes', child_axes)
        for key, val in six.iteritems(kwargs):
            ph.set_plotdat(new_ax, key, val)
        # Keep buttons from losing scrop
        tup = (new_but, new_ax)
        self.scope.append(tup)
        return tup
    def on_click_inside(self, event, ax):
        from plottool import plot_helpers as ph
        (x, y) = (event.xdata, event.ydata)
        viztype = ph.get_plotdat(ax, 'viztype', '')

        if event.button == 3:
            self.show_popup_menu(self.get_popup_options(), event)
            return
        #key = '' if event.key is None else event.key
        #ctrl_down = key.find('control') == 0
        if viztype == 'matches':
            if len(self.fm) == 0:
                print('[inter] no feature matches to click')
            else:
                # Normal Click
                # Select nearest feature match to the click
                kpts1_m = self.kpts1[self.fm[:, 0]]
                kpts2_m = self.kpts2[self.fm[:, 1]]
                x2, y2, w2, h2 = self.xywh2
                _mx1, _dist1 = ut.nearest_point(x, y, kpts1_m)
                _mx2, _dist2 = ut.nearest_point(x - x2, y - y2, kpts2_m)
                mx = _mx1 if _dist1 < _dist2 else _mx2
                print('... clicked mx=%r' % mx)
                self.select_ith_match(mx)
        elif viztype in ['warped', 'unwarped']:
            pass
            #hs_aid = ax.__dict__.get('_hs_aid', None)
            #hs_fx = ax.__dict__.get('_hs_fx', None)
            #if hs_aid is not None and viztype == 'unwarped':
            #    ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=pt.next_fnum())
            #elif hs_aid is not None and viztype == 'warped':
            #    viz.show_keypoint_gradient_orientations(ibs, hs_aid,
            #    hs_fx, fnum=pt.next_fnum())
        # Click in match axes
        #elif viztype == 'matches' and ctrl_down:
        #    # Ctrl-Click
        #    print('.. control click')
        #    return self.sv_view()
        elif viztype.startswith('colorbar'):
            # Hack to get a specific scoring feature
            sortx = self.fs.argsort()
            idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
            mx = sortx[idx]
            (fx1, fx2) = self.fm[mx]
            (fx1, fx2) = self.fm[mx]
            print('... selected score at rank idx=%r' % (idx,))
            print('... selected score with fs=%r' % (self.fs[mx],))
            print('... resolved to mx=%r' % mx)
            print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
            self.select_ith_match(mx)
        else:
            print('...Unknown viztype: %r' % viztype)
        self.draw()
Beispiel #15
0
    def on_click_inside(self, event, ax):
        ax = event.inaxes
        viztype = ph.get_plotdat(ax, 'viztype', '')
        #if verbose:
        #    print(str(event.__dict__))
        print('viztype=%r' % viztype)
        # Clicked a specific matches
        print('plodat_dict = ' + ut.dict_str(ph.get_plotdat_dict(ax)))
        if viztype.startswith('chip'):
            from ibeis.viz.interact import interact_chip
            options = interact_chip.build_annot_context_options(
                self.ibs, self.cm.qaid, refresh_func=self._analysis_view,
                with_interact_chip=False)
            self.show_popup_menu(options, event)

        if viztype.startswith('matches') or viztype == 'multi_match':  # why startswith?
            aid2 = ph.get_plotdat(ax, 'aid2', None)
            aid_list = ph.get_plotdat(ax, 'aid_list', None)
            if event.button == 3:   # right-click
                # TODO; this functionality should be in viz.interact
                from ibeis.gui import inspect_gui
                print('right click')
                print('qreq_ = %r' % (self.qreq_,))
                options = inspect_gui.get_aidpair_context_menu_options(
                    self.ibs, self.cm.qaid, aid2, self.cm,
                    qreq_=self.qreq_, update_callback=self.show_page,
                    backend_callback=None, aid_list=aid_list)
                self.show_popup_menu(options, event)
            else:
                # Ctrl-Click
                key = '' if event.key is None else event.key
                print('key = %r' % key)
                if key.find('control') == 0:
                    print('[viz] result control clicked')
                    self.show_sver_process_to_aid(aid2)
                # Left-Click
                else:
                    print('[viz] result clicked')
                    self.show_matches_to_aid(aid2)
        self.draw()
Beispiel #16
0
    def on_click_inside(self, event, ax):
        ax = event.inaxes
        viztype = ph.get_plotdat(ax, 'viztype', '')
        #if verbose:
        #    print(str(event.__dict__))
        print('viztype=%r' % viztype)
        # Clicked a specific matches
        print('plodat_dict = ' + ut.repr2(ph.get_plotdat_dict(ax)))
        if viztype.startswith('chip'):
            from ibeis.viz.interact import interact_chip
            options = interact_chip.build_annot_context_options(
                self.ibs, self.cm.qaid, refresh_func=self._analysis_view,
                with_interact_chip=False)
            self.show_popup_menu(options, event)

        if viztype.startswith('matches') or viztype == 'multi_match':  # why startswith?
            aid2 = ph.get_plotdat(ax, 'aid2', None)
            aid_list = ph.get_plotdat(ax, 'aid_list', None)
            if event.button == 3:   # right-click
                # TODO; this functionality should be in viz.interact
                from ibeis.gui import inspect_gui
                print('right click')
                print('qreq_ = %r' % (self.qreq_,))
                options = inspect_gui.get_aidpair_context_menu_options(
                    self.ibs, self.cm.qaid, aid2, self.cm,
                    qreq_=self.qreq_, update_callback=self.show_page,
                    backend_callback=None, aid_list=aid_list)
                self.show_popup_menu(options, event)
            else:
                # Ctrl-Click
                key = '' if event.key is None else event.key
                print('key = %r' % key)
                if key.find('control') == 0:
                    print('[viz] result control clicked')
                    self.show_sver_process_to_aid(aid2)
                # Left-Click
                else:
                    print('[viz] result clicked')
                    self.show_matches_to_aid(aid2)
        self.draw()
 def clear_parent_axes(self, ax):
     """ for clearing axes that we appended anything to """
     child_axes = ph.get_plotdat(ax, 'child_axes', [])
     ph.set_plotdat(ax, 'child_axes', [])
     for subax in child_axes:
         to_remove = None
         for tup in self.scope:
             if tup[1] is subax:
                 to_remove = tup
                 break
         if to_remove is not None:
             self.scope.remove(to_remove)
         subax.cla()
         self.fig.delaxes(subax)
     ph.del_plotdat(ax, df2.DF2_DIVIDER_KEY)
     ax.cla()
Beispiel #18
0
 def clear_parent_axes(self, ax):
     """ for clearing axes that we appended anything to """
     child_axes = ph.get_plotdat(ax, 'child_axes', [])
     ph.set_plotdat(ax, 'child_axes', [])
     for subax in child_axes:
         to_remove = None
         for tup in self.scope:
             if tup[1] is subax:
                 to_remove = tup
                 break
         if to_remove is not None:
             self.scope.remove(to_remove)
         subax.cla()
         self.fig.delaxes(subax)
     ph.del_plotdat(ax, df2.DF2_DIVIDER_KEY)
     ax.cla()
 def on_click_inside(self, event, ax):
     index = ph.get_plotdat(ax, 'index')
     print('index = %r' % (index, ))
     if index is not None:
         if self.MOUSE_BUTTONS[event.button] == 'right':
             if self.context_option_funcs is not None:
                 #if event.button == 3:
                 options = self.context_option_funcs[index]()
                 self.show_popup_menu(options, event)
         elif self.MOUSE_BUTTONS[event.button] == 'left':
             #bbox_list  = ph.get_plotdat(ax, 'bbox_list')
             gpath = self.gpath_list[index]
             if ut.is_funclike(gpath):
                 print('gpath_isfunklike')
                 print('gpath = %r' % (gpath, ))
                 import plottool as pt
                 fnum = pt.next_fnum()
                 gpath(fnum=fnum)
                 df2.update()
             else:
                 bbox_list = self.bboxes_list[index]
                 print('Bbox of figure: %r' % (bbox_list, ))
                 theta_list = self.thetas_list[index]
                 print('theta_list = %r' % (theta_list, ))
                 #img = mpimg.imread(gpath)
                 if isinstance(gpath, six.string_types):
                     img = vt.imread(gpath)
                 else:
                     img = gpath
                 fnum = df2.next_fnum()
                 mc = interact_annotations.ANNOTATIONInteraction(
                     img,
                     index,
                     self.update_images,
                     bbox_list=bbox_list,
                     theta_list=theta_list,
                     fnum=fnum)
                 mc.start()
                 self.mc = mc
                 # """wait for accept
                 # have a flag to tell if a bbox has been changed, on the bbox
                 # list that is brought it" on accept: viz_image2.show_image
                 # callback
                 # """
                 df2.update()
         print('Clicked: ax: num=%r' % index)
 def on_click_inside(self, event, ax):
     index = ph.get_plotdat(ax, 'index')
     print('index = %r' % (index,))
     if index is not None:
         if self.MOUSE_BUTTONS[event.button] == 'right':
             if self.context_option_funcs is not None:
                 #if event.button == 3:
                 options = self.context_option_funcs[index]()
                 self.show_popup_menu(options, event)
         elif self.MOUSE_BUTTONS[event.button] == 'left':
             #bbox_list  = ph.get_plotdat(ax, 'bbox_list')
             gpath = self.gpath_list[index]
             if ut.is_funclike(gpath):
                 print('gpath_isfunklike')
                 print('gpath = %r' % (gpath,))
                 import plottool as pt
                 fnum = pt.next_fnum()
                 gpath(fnum=fnum)
                 df2.update()
             else:
                 bbox_list = self.bboxes_list[index]
                 print('Bbox of figure: %r' % (bbox_list,))
                 theta_list = self.thetas_list[index]
                 print('theta_list = %r' % (theta_list,))
                 #img = mpimg.imread(gpath)
                 if isinstance(gpath, six.string_types):
                     img = vt.imread(gpath)
                 else:
                     img = gpath
                 fnum = df2.next_fnum()
                 mc = interact_annotations.ANNOTATIONInteraction(
                     img, index, self.update_images, bbox_list=bbox_list,
                     theta_list=theta_list, fnum=fnum)
                 mc.start()
                 self.mc = mc
                 # """wait for accept
                 # have a flag to tell if a bbox has been changed, on the bbox
                 # list that is brought it" on accept: viz_image2.show_image
                 # callback
                 # """
                 df2.update()
         print('Clicked: ax: num=%r' % index)
Beispiel #21
0
    def get_popup_options(self):
        from ibeis.gui import inspect_gui
        options = []

        ax = pt.gca()  # HACK

        from plottool import plot_helpers as ph
        viztype = ph.get_plotdat(ax, 'viztype', '')
        is_match_type = viztype in ['matches', 'multi_match']

        if is_match_type:
            options += inspect_gui.get_aidpair_context_menu_options(
                self.ibs, self.qaid, self.daid, self.cm,
                qreq_=self.qreq_,
                #update_callback=self.show_page,
                #backend_callback=None, aid_list=aid_list)
            )

        options += [
            #('Toggle same_fig', self.toggle_samefig),
            #('Toggle vert', self.toggle_vert),
            ('query last feature', self.query_last_feature),
            ('show each chip', self.show_each_chip),
            ('show each distinctiveness chip', self.show_each_dstncvs_chip),
            ('show each foreground weight chip', self.show_each_fgweight_chip),
            ('show each probchip', self.show_each_probchip),
            ('show coverage', self.show_coverage),
            #('show each probchip', self.query_last_feature),
        ]

        #options.append(('name_interaction', self.name_interaction))
        #if self.H1 is not None:
        #    options.append(('Toggle homog', self.toggle_homog))
        if ut.is_developer():
            options.append(('dev_reload', self.dev_reload))
            options.append(('dev_embed', self.dev_embed))
        #options.append(('cancel', lambda: print('cancel')))
        options += super(MatchInteraction, self).get_popup_options()

        return options
Beispiel #22
0
    def append_button(self,
                      text,
                      divider=None,
                      rect=None,
                      callback=None,
                      size='9%',
                      location='bottom',
                      ax=None,
                      **kwargs):
        """ Adds a button to the current page """

        if rect is not None:
            new_ax = df2.plt.axes(rect)
        if rect is None and divider is None:
            if ax is None:
                ax = df2.gca()
            divider = df2.ensure_divider(ax)
        if divider is not None:
            new_ax = divider.append_axes(location, size=size, pad=.05)
        if callback is not None:
            color, hovercolor = u'.85', u'.95'
        else:
            color, hovercolor = u'.88', u'.88'
            #color, hovercolor = u'.45', u'.45'
        #if isinstance(text, six.text_type):
        new_but = mpl.widgets.Button(new_ax,
                                     text,
                                     color=color,
                                     hovercolor=hovercolor)
        #elif isinstance(text, (list, tuple)):
        #    labels = [False] * len(text)
        #    labels[0] = True
        #    new_but = mpl.widgets.CheckButtons(new_ax, text, labels)
        #else:
        #    raise ValueError('bad input')

        if callback is not None:
            new_but.on_clicked(callback)
        else:
            button_text = new_but.ax.texts[0]
            button_text.set_color('.6')
            #button_text.set_color('r')
            #ut.embed()
            #print('new_but.color = %r' % (new_but.color,))
        #else:
        # TODO: figure ou how to gray out these buttons
        #    new_but.color = u'.1'
        #    new_but.hovercolor = u'.1'
        #    new_but.active = False
        #    print('new_but.color = %r' % (new_but.color,))
        ph.set_plotdat(new_ax, 'viztype', 'button')
        ph.set_plotdat(new_ax, 'text', text)
        #ph.set_plotdat(new_ax, 'parent_axes', ax)
        if ax is not None:
            child_axes = ph.get_plotdat(ax, 'child_axes', [])
            child_axes.append(new_ax)
            ph.set_plotdat(ax, 'child_axes', child_axes)
        for key, val in six.iteritems(kwargs):
            ph.set_plotdat(new_ax, key, val)
        # Keep buttons from losing scrop
        tup = (new_but, new_ax)
        self.scope.append(tup)
        return tup
Beispiel #23
0
def show_multiple_chips(ibs,
                        aid_list,
                        in_image=True,
                        fnum=0,
                        sel_aids=[],
                        subtitle='',
                        annote=False,
                        **kwargs):
    """
    CommandLine:
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --no-inimage
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db NNP_Master3 --aids=6435,9861,137,6563,9167,12547,9332,12598,13285 --no-inimage --notitle
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db NNP_Master3 --aids=137,6563,12547,9332,12598,13285 --no-inimage --notitle --adjust=.05
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db NNP_Master3 --aids=6563,9332,13285,12598 --no-inimage --notitle --adjust=.05 --rc=1,4
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db PZ_Master0 --aids=1288 --no-inimage --notitle --adjust=.05
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db PZ_Master0 --aids=4020,4839 --no-inimage --notitle --adjust=.05

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db NNP_Master3 --aids=6524,6540,6571,6751 --no-inimage --notitle --adjust=.05 --diskshow

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST -a default:index=0:4 --show
        --aids=1 --doboth --show --no-inimage

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1 --doboth --show --no-inimage
        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1 --doboth --rc=2,1 --show --no-inimage
        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1 --doboth --rc=2,1 --show --notitle --trydrawline --no-draw_lbls
        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1,2 --doboth  --show --notitle --trydrawline

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1,2,3,4,5 --doboth --rc=2,5 --show --chrlbl --trydrawline --qualtitle --no-figtitle --notitle
        --doboth
        --doboth --show

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db NNP_Master3 --aids=15419 --doboth --rc=2,1 --show --notitle --trydrawline --no-draw_lbls

    Example:
        >>> # DISABLE_DOCTEST
        >>> from ibeis.viz.viz_name import *  # NOQA
        >>> import ibeis
        >>> ibs, aid_list, in_image = testdata_multichips()
        >>> if True:
        >>>     import matplotlib as mpl
        >>>     from ibeis.scripts.thesis import TMP_RC
        >>>     mpl.rcParams.update(TMP_RC)
        >>> fnum = 0
        >>> sel_aids = []
        >>> subtitle = ''
        >>> annote = False
        >>> fig = show_multiple_chips(ibs, aid_list, in_image, fnum, sel_aids, subtitle, annote)
        >>> ut.quit_if_noshow()
        >>> fig.canvas.draw()
        >>> ut.show_if_requested()
    """
    fnum = pt.ensure_fnum(fnum)
    nAids = len(aid_list)
    if nAids == 0:
        fig = df2.figure(fnum=fnum, pnum=(1, 1, 1), **kwargs)
        df2.imshow_null(fnum=fnum, **kwargs)
        return fig
    # Trigger computation of all chips in parallel
    ibsfuncs.ensure_annotation_data(ibs,
                                    aid_list,
                                    chips=(not in_image or annote),
                                    feats=annote)

    print('[viz_name] * annot_vuuid=%r' %
          ((ibs.get_annot_visual_uuids(aid_list), )))
    print('[viz_name] * aid_list=%r' % ((aid_list, )))

    DOBOTH = ut.get_argflag('--doboth')

    rc = ut.get_argval('--rc', type_=list, default=None)
    if rc is None:
        nRows, nCols = ph.get_square_row_cols(nAids * (2 if DOBOTH else 1))
    else:
        nRows, nCols = rc
    notitle = ut.get_argflag('--notitle')
    draw_lbls = not ut.get_argflag('--no-draw_lbls')
    show_chip_kw = dict(annote=annote,
                        in_image=in_image,
                        notitle=notitle,
                        draw_lbls=draw_lbls)
    #print('[viz_name] * r=%r, c=%r' % (nRows, nCols))
    #gs2 = gridspec.GridSpec(nRows, nCols)
    pnum_ = df2.get_pnum_func(nRows, nCols)
    fig = df2.figure(fnum=fnum, pnum=pnum_(0), **kwargs)
    fig.clf()
    ax_list1 = []
    for px, aid in enumerate(aid_list):
        print('px = %r' % (px, ))
        _fig, _ax1 = viz_chip.show_chip(ibs,
                                        aid=aid,
                                        pnum=pnum_(px),
                                        **show_chip_kw)
        print('other_aids = %r' % (ibs.get_annot_contact_aids(aid), ))
        ax = df2.gca()
        ax_list1.append(_ax1)
        if aid in sel_aids:
            df2.draw_border(ax, df2.GREEN, 4)
        if ut.get_argflag('--chrlbl') and not DOBOTH:
            ax.set_xlabel('(' + chr(ord('a') - 1 + px) + ')')
        elif ut.get_argflag('--numlbl') and not DOBOTH:
            ax.set_xlabel('(' + str(px + 1) + ')')
        #plot_aid3(ibs, aid)

    # HACK to show in image and not in image
    if DOBOTH:
        #ut.embed()
        #ph.get_plotdat_dict(ax_list1[1])
        #ph.get_plotdat_dict(ax_list2[1])
        ax_list2 = []

        show_chip_kw['in_image'] = not show_chip_kw['in_image']
        start = px + 1
        for px, aid in enumerate(aid_list, start=start):
            _fig, _ax2 = viz_chip.show_chip(ibs,
                                            aid=aid,
                                            pnum=pnum_(px),
                                            **show_chip_kw)
            ax = df2.gca()
            ax_list2.append(_ax2)

            if ut.get_argflag('--chrlbl'):
                ax.set_xlabel('(' + chr(ord('a') - start + px) + ')')
            elif ut.get_argflag('--numlbl'):
                ax.set_xlabel('(' + str(px - start + 1) + ')')

            if ut.get_argflag('--qualtitle'):
                qualtext = ibs.get_annot_quality_texts(aid)
                ax.set_title(qualtext)

            if aid in sel_aids:
                df2.draw_border(ax, df2.GREEN, 4)

        if in_image:
            ax_list1, ax_list2 = ax_list2, ax_list1

        if ut.get_argflag('--trydrawline'):
            # Unfinished
            #ut.embed()
            # Draw lines between corresponding axes
            # References:
            # http://stackoverflow.com/questions/17543359/drawing-lines-between-two-plots-in-matplotlib
            import matplotlib as mpl
            import vtool as vt
            # !!!
            #http://matplotlib.org/users/transforms_tutorial.html

            #invTransFigure_fn1 = fig.transFigure.inverted().transform
            #invTransFigure_fn2 = fig.transFigure.inverted().transform
            #print(ax_list1)
            #print(ax_list2)
            assert len(ax_list1) == len(ax_list2)

            for ax1, ax2 in zip(ax_list1, ax_list2):
                #_ = ax1.get_window_extent().transformed(fig.dpi_scale_trans.inverted())
                #bbox1 = (0, 0, _.width * fig.dpi, _.height * fig.dpi)

                # returns in figure coordinates
                #bbox1 = df2.get_axis_bbox(ax=ax1)
                #if bbox1[-1] < 0:
                #    # Weird bug
                #    bbox1 = bbox1[1]
                print('--')
                print('ax1 = %r' % (ax1, ))
                print('ax2 = %r' % (ax2, ))
                chipshape = ph.get_plotdat(ax1, 'chipshape')
                #_bbox1 = ax1.get_window_extent().transformed(fig.dpi_scale_trans.inverted())
                #bbox1 = (0, 0, _bbox1.width * fig.dpi, _bbox1.height * fig.dpi)
                bbox1 = (0, 0, chipshape[1], chipshape[0])

                aid_ = ph.get_plotdat(ax2, 'aid')
                aid_list_ = ph.get_plotdat(ax2, 'aid_list')
                index = aid_list_.index(aid_)
                annotation_bbox_list = ph.get_plotdat(ax2,
                                                      'annotation_bbox_list')
                bbox2 = annotation_bbox_list[index]

                print('bbox1 = %r' % (bbox1, ))
                print('bbox2 = %r' % (bbox2, ))

                vert_list1 = np.array(vt.verts_from_bbox(bbox1))
                vert_list2 = np.array(vt.verts_from_bbox(bbox2))

                print('vert_list1 = %r' % (vert_list1, ))
                print('vert_list2 = %r' % (vert_list2, ))
                #for vx in [0, 1, 2, 3]:
                for vx in [0, 1]:
                    vert1 = vert_list1[vx].tolist()
                    vert2 = vert_list2[vx].tolist()
                    print('  ***')
                    print('  * vert1 = %r' % (vert1, ))
                    print('  * vert2 = %r' % (vert2, ))

                    coordsA = coordsB = 'data'
                    #coords = 'axes points'
                    #'axes fraction'
                    #'axes pixels'
                    #coordsA = 'axes pixels'
                    #coordsB = 'data'
                    #'figure fraction'
                    #'figure pixels'
                    #'figure pixels'
                    #'figure points'
                    #'polar'
                    #'offset points'

                    con = mpl.patches.ConnectionPatch(xyA=vert1,
                                                      xyB=vert2,
                                                      coordsA=coordsA,
                                                      coordsB=coordsB,
                                                      axesA=ax1,
                                                      axesB=ax2,
                                                      linewidth=1,
                                                      color='k')
                    #, arrowstyle="-")

                    #ut.embed()
                    #con.set_zorder(None)
                    ax1.add_artist(con)
                    #ax2.add_artist(con)

                    #ut.embed()

                    #verts2.T[1] -= bbox2[-1]
                    #bottom_left1, bottom_right1 = verts1[1:3].tolist()
                    #bottom_left2, bottom_right2 = verts2[1:3].tolist()

                ##transAxes1 = ax1.transData.inverted()
                #transAxes1_fn = ax1.transData.transform
                #transAxes2_fn = ax2.transData.transform

                #transAxes1_fn = ut.identity
                #transAxes2_fn = ut.identity

                #coord_bl1 = transFigure.transform(transAxes1.transform(bottom_left1))
                #coord_br1 = transFigure.transform(transAxes1.transform(bottom_right1))
                #coord_bl1 = invTransFigure_fn1(transAxes1_fn(bottom_left1))
                #print('bottom_left2 = %r' % (bottom_left2,))
                #coord_bl1 = (5, 5)
                #coord_bl2 = invTransFigure_fn2(transAxes2_fn(bottom_left2))
                #print('coord_bl2 = %r' % (coord_bl2,))

                #coord_br1 = invTransFigure_fn1(transAxes1_fn(bottom_right1))
                #coord_br2 = invTransFigure_fn2(transAxes2_fn(bottom_right2))
                ##print('coord_bl1 = %r' % (coord_bl1,))

                #line_coords1 = np.vstack([coord_bl1, coord_bl2])
                #line_coords2 = np.vstack([coord_br1, coord_br2])
                #print('line_coords1 = %r' % (line_coords1,))

                #line1 = mpl.lines.Line2D((line_coords1[0]), (line_coords1[1]), transform=fig.transFigure)
                #line2 = mpl.lines.Line2D((line_coords2[0]), (line_coords2[1]), transform=fig.transFigure)

                #xs1, ys1 = line_coords1.T
                #xs2, ys2 = line_coords2.T

                #linekw = dict(transform=fig.transFigure)
                #linekw = dict()

                #print('xs1 = %r' % (xs1,))
                #print('ys1 = %r' % (ys1,))

                #line1 = mpl.lines.Line2D(xs1, ys1, **linekw)
                #line2 = mpl.lines.Line2D(xs2, ys2, **linekw)  # NOQA
                #shrinkA=5, shrinkB=5, mutation_scale=20, fc="w")

                #ax2.add_artist(con)

                #fig.lines.append(line1)
                #fig.lines.append(line2)

        pass
    return fig
Beispiel #24
0
def show_multiple_chips(ibs, aid_list, in_image=True, fnum=0, sel_aids=[],
                        subtitle='', annote=False, **kwargs):
    """
    CommandLine:
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --no-inimage
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db NNP_Master3 --aids=6435,9861,137,6563,9167,12547,9332,12598,13285 --no-inimage --notitle
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db NNP_Master3 --aids=137,6563,12547,9332,12598,13285 --no-inimage --notitle --adjust=.05
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db NNP_Master3 --aids=6563,9332,13285,12598 --no-inimage --notitle --adjust=.05 --rc=1,4
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db PZ_Master0 --aids=1288 --no-inimage --notitle --adjust=.05
        python -m ibeis.viz.viz_name --test-show_multiple_chips --show --db PZ_Master0 --aids=4020,4839 --no-inimage --notitle --adjust=.05

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db NNP_Master3 --aids=6524,6540,6571,6751 --no-inimage --notitle --adjust=.05 --diskshow

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST -a default:index=0:4 --show
        --aids=1 --doboth --show --no-inimage

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1 --doboth --show --no-inimage
        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1 --doboth --rc=2,1 --show --no-inimage
        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1 --doboth --rc=2,1 --show --notitle --trydrawline --no-draw_lbls
        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1,2 --doboth  --show --notitle --trydrawline

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db PZ_MTEST --aids=1,2,3,4,5 --doboth --rc=2,5 --show --chrlbl --trydrawline --qualtitle --no-figtitle --notitle
        --doboth
        --doboth --show

        python -m ibeis.viz.viz_name --test-show_multiple_chips --db NNP_Master3 --aids=15419 --doboth --rc=2,1 --show --notitle --trydrawline --no-draw_lbls

    Example:
        >>> # DISABLE_DOCTEST
        >>> from ibeis.viz.viz_name import *  # NOQA
        >>> import ibeis
        >>> ibs, aid_list, in_image = testdata_multichips()
        >>> fnum = 0
        >>> sel_aids = []
        >>> subtitle = ''
        >>> annote = False
        >>> fig = show_multiple_chips(ibs, aid_list, in_image, fnum, sel_aids, subtitle, annote)
        >>> ut.quit_if_noshow()
        >>> fig.canvas.draw()
        >>> ut.show_if_requested()
    """
    fnum = pt.ensure_fnum(fnum)
    nAids = len(aid_list)
    if nAids == 0:
        fig = df2.figure(fnum=fnum, pnum=(1, 1, 1), **kwargs)
        df2.imshow_null(fnum=fnum, **kwargs)
        return fig
    # Trigger computation of all chips in parallel
    ibsfuncs.ensure_annotation_data(ibs, aid_list, chips=(not in_image or annote), feats=annote)

    print('[viz_name] * annot_vuuid=%r' % ((ibs.get_annot_visual_uuids(aid_list),)))
    print('[viz_name] * aid_list=%r' % ((aid_list,)))

    DOBOTH = ut.get_argflag('--doboth')

    rc = ut.get_argval('--rc', type_=list, default=None)
    if rc is None:
        nRows, nCols = ph.get_square_row_cols(nAids * (2 if DOBOTH else 1))
    else:
        nRows, nCols = rc
    notitle = ut.get_argflag('--notitle')
    draw_lbls = not ut.get_argflag('--no-draw_lbls')
    show_chip_kw = dict(annote=annote, in_image=in_image, notitle=notitle, draw_lbls=draw_lbls)
    #print('[viz_name] * r=%r, c=%r' % (nRows, nCols))
    #gs2 = gridspec.GridSpec(nRows, nCols)
    pnum_ = df2.get_pnum_func(nRows, nCols)
    fig = df2.figure(fnum=fnum, pnum=pnum_(0), **kwargs)
    fig.clf()
    ax_list1 = []
    for px, aid in enumerate(aid_list):
        print('px = %r' % (px,))
        _fig, _ax1 = viz_chip.show_chip(ibs, aid=aid, pnum=pnum_(px), **show_chip_kw)
        print('other_aids = %r' % (ibs.get_annot_contact_aids(aid),))
        ax = df2.gca()
        ax_list1.append(_ax1)
        if aid in sel_aids:
            df2.draw_border(ax, df2.GREEN, 4)
        if ut.get_argflag('--chrlbl') and not DOBOTH:
            ax.set_xlabel('(' + chr(ord('a') - 1 + px) + ')')
        elif ut.get_argflag('--numlbl') and not DOBOTH:
            ax.set_xlabel('(' + str(px + 1) + ')')
        #plot_aid3(ibs, aid)

    # HACK to show in image and not in image
    if DOBOTH:
        #ut.embed()
        #ph.get_plotdat_dict(ax_list1[1])
        #ph.get_plotdat_dict(ax_list2[1])
        ax_list2 = []

        show_chip_kw['in_image'] = not show_chip_kw['in_image']
        start = px + 1
        for px, aid in enumerate(aid_list, start=start):
            _fig, _ax2 = viz_chip.show_chip(ibs, aid=aid, pnum=pnum_(px), **show_chip_kw)
            ax = df2.gca()
            ax_list2.append(_ax2)

            if ut.get_argflag('--chrlbl'):
                ax.set_xlabel('(' + chr(ord('a') - start + px) + ')')
            elif ut.get_argflag('--numlbl'):
                ax.set_xlabel('(' + str(px - start + 1) + ')')

            if ut.get_argflag('--qualtitle'):
                qualtext = ibs.get_annot_quality_texts(aid)
                ax.set_title(qualtext)

            if aid in sel_aids:
                df2.draw_border(ax, df2.GREEN, 4)

        if in_image:
            ax_list1, ax_list2 = ax_list2, ax_list1

        if ut.get_argflag('--trydrawline'):
            # Unfinished
            #ut.embed()
            # Draw lines between corresponding axes
            # References:
            # http://stackoverflow.com/questions/17543359/drawing-lines-between-two-plots-in-matplotlib
            import matplotlib as mpl
            import vtool as vt
            # !!!
            #http://matplotlib.org/users/transforms_tutorial.html

            #invTransFigure_fn1 = fig.transFigure.inverted().transform
            #invTransFigure_fn2 = fig.transFigure.inverted().transform
            #print(ax_list1)
            #print(ax_list2)
            assert len(ax_list1) == len(ax_list2)

            for ax1, ax2 in zip(ax_list1, ax_list2):
                #_ = ax1.get_window_extent().transformed(fig.dpi_scale_trans.inverted())
                #bbox1 = (0, 0, _.width * fig.dpi, _.height * fig.dpi)

                # returns in figure coordinates
                #bbox1 = df2.get_axis_bbox(ax=ax1)
                #if bbox1[-1] < 0:
                #    # Weird bug
                #    bbox1 = bbox1[1]
                print('--')
                print('ax1 = %r' % (ax1,))
                print('ax2 = %r' % (ax2,))
                chipshape = ph.get_plotdat(ax1, 'chipshape')
                #_bbox1 = ax1.get_window_extent().transformed(fig.dpi_scale_trans.inverted())
                #bbox1 = (0, 0, _bbox1.width * fig.dpi, _bbox1.height * fig.dpi)
                bbox1 = (0, 0, chipshape[1], chipshape[0])

                aid_ = ph.get_plotdat(ax2, 'aid')
                aid_list_ = ph.get_plotdat(ax2, 'aid_list')
                index = aid_list_.index(aid_)
                annotation_bbox_list = ph.get_plotdat(ax2, 'annotation_bbox_list')
                bbox2 = annotation_bbox_list[index]

                print('bbox1 = %r' % (bbox1,))
                print('bbox2 = %r' % (bbox2,))

                vert_list1 = np.array(vt.verts_from_bbox(bbox1))
                vert_list2 = np.array(vt.verts_from_bbox(bbox2))

                print('vert_list1 = %r' % (vert_list1,))
                print('vert_list2 = %r' % (vert_list2,))
                #for vx in [0, 1, 2, 3]:
                for vx in [0, 1]:
                    vert1 = vert_list1[vx].tolist()
                    vert2 = vert_list2[vx].tolist()
                    print('  ***')
                    print('  * vert1 = %r' % (vert1,))
                    print('  * vert2 = %r' % (vert2,))

                    coordsA = coordsB = 'data'
                    #coords = 'axes points'
                    #'axes fraction'
                    #'axes pixels'
                    #coordsA = 'axes pixels'
                    #coordsB = 'data'
                    #'figure fraction'
                    #'figure pixels'
                    #'figure pixels'
                    #'figure points'
                    #'polar'
                    #'offset points'

                    con = mpl.patches.ConnectionPatch(
                        xyA=vert1, xyB=vert2, coordsA=coordsA,
                        coordsB=coordsB,
                        axesA=ax1, axesB=ax2,
                        linewidth=1, color='k')
                    #, arrowstyle="-")

                    #ut.embed()
                    #con.set_zorder(None)
                    ax1.add_artist(con)
                    #ax2.add_artist(con)

                    #ut.embed()

                    #verts2.T[1] -= bbox2[-1]
                    #bottom_left1, bottom_right1 = verts1[1:3].tolist()
                    #bottom_left2, bottom_right2 = verts2[1:3].tolist()

                ##transAxes1 = ax1.transData.inverted()
                #transAxes1_fn = ax1.transData.transform
                #transAxes2_fn = ax2.transData.transform

                #transAxes1_fn = ut.identity
                #transAxes2_fn = ut.identity

                #coord_bl1 = transFigure.transform(transAxes1.transform(bottom_left1))
                #coord_br1 = transFigure.transform(transAxes1.transform(bottom_right1))
                #coord_bl1 = invTransFigure_fn1(transAxes1_fn(bottom_left1))
                #print('bottom_left2 = %r' % (bottom_left2,))
                #coord_bl1 = (5, 5)
                #coord_bl2 = invTransFigure_fn2(transAxes2_fn(bottom_left2))
                #print('coord_bl2 = %r' % (coord_bl2,))

                #coord_br1 = invTransFigure_fn1(transAxes1_fn(bottom_right1))
                #coord_br2 = invTransFigure_fn2(transAxes2_fn(bottom_right2))
                ##print('coord_bl1 = %r' % (coord_bl1,))

                #line_coords1 = np.vstack([coord_bl1, coord_bl2])
                #line_coords2 = np.vstack([coord_br1, coord_br2])
                #print('line_coords1 = %r' % (line_coords1,))

                #line1 = mpl.lines.Line2D((line_coords1[0]), (line_coords1[1]), transform=fig.transFigure)
                #line2 = mpl.lines.Line2D((line_coords2[0]), (line_coords2[1]), transform=fig.transFigure)

                #xs1, ys1 = line_coords1.T
                #xs2, ys2 = line_coords2.T

                #linekw = dict(transform=fig.transFigure)
                #linekw = dict()

                #print('xs1 = %r' % (xs1,))
                #print('ys1 = %r' % (ys1,))

                #line1 = mpl.lines.Line2D(xs1, ys1, **linekw)
                #line2 = mpl.lines.Line2D(xs2, ys2, **linekw)  # NOQA
                #shrinkA=5, shrinkB=5, mutation_scale=20, fc="w")

                #ax2.add_artist(con)

                #fig.lines.append(line1)
                #fig.lines.append(line2)

        pass
    return fig