| 1 | from asap.parameters import rcParams |
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| 2 | from asap.utils import _n_bools, mask_and, mask_or |
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| 3 | from asap.scantable import scantable |
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| 4 | from asap.logging import asaplog, asaplog_post_dec |
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| 5 | |
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| 6 | class interactivemask: |
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| 7 | """ |
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| 8 | The class for interactive mask selection. |
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| 9 | |
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| 10 | Example: |
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| 11 | my_mask=interactivemask(plotter,scan) |
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| 12 | my_mask.set_basemask(masklist=[[0,10],[90,100]],invert=False) |
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| 13 | # Do interactive mask selection |
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| 14 | my_mask.select_mask() |
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| 15 | finish=raw_input('Press return to finish selection.\n') |
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| 16 | my_mask.finish_selection(callback=func) |
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| 17 | mask=my_mask.get_mask() |
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| 18 | |
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| 19 | Modify mask region by selecting a region on a plot with mouse. |
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| 20 | """ |
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| 21 | |
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| 22 | def __init__(self,plotter=None, scan=None): |
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| 23 | """ |
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| 24 | Create a interactive masking object. |
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| 25 | Either or both 'plotter' or/and 'scan' should be defined. |
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| 26 | |
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| 27 | Parameters: |
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| 28 | plotter: an ASAP plotter object for interactive selection |
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| 29 | scan: a scantable to create a mask interactively |
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| 30 | """ |
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| 31 | # Return if GUI is not active |
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| 32 | if not rcParams['plotter.gui']: |
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| 33 | msg = 'GUI plotter is disabled.\n' |
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| 34 | msg += 'Exit interactive mode.' |
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| 35 | asaplog.push(msg) |
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| 36 | asaplog.post("ERROR") |
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| 37 | return |
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| 38 | # Verify input parameters |
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| 39 | if scan is None and plotter is None: |
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| 40 | msg = "Either scantable or plotter should be defined." |
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| 41 | raise TypeError(msg) |
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| 42 | |
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| 43 | self.scan = None |
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| 44 | self.p = None |
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| 45 | self.newplot = False |
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| 46 | if scan and isinstance(scan, scantable): |
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| 47 | self.scan = scan |
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| 48 | from asap.asapplotter import asapplotter |
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| 49 | if plotter and isinstance(plotter,asapplotter): |
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| 50 | self.p = plotter |
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| 51 | if self.scan is None and isinstance(self.p._data,scantable): |
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| 52 | self.scan = self.p._data |
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| 53 | if self.scan is None: |
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| 54 | msg = "Invalid scantable." |
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| 55 | raise TypeError(msg) |
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| 56 | |
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| 57 | self.mask = _n_bools(self.scan.nchan(self.scan.getif(0)),True) |
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| 58 | self.callback = None |
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| 59 | self.event = None |
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| 60 | self.once = False |
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| 61 | self.showmask = True |
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| 62 | self.rect = {} |
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| 63 | self.xold = None |
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| 64 | self.yold = None |
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| 65 | self.xdataold = None |
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| 66 | self.ydataold = None |
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| 67 | self._polygons = [] |
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| 68 | |
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| 69 | |
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| 70 | def set_basemask(self,masklist=[],invert=False): |
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| 71 | """ |
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| 72 | Set initial channel mask. |
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| 73 | |
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| 74 | Parameters: |
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| 75 | masklist: [[min, max], [min2, max2], ...] |
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| 76 | A list of pairs of start/end points (inclusive) |
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| 77 | specifying the regions to be masked |
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| 78 | invert: optional argument. If specified as True, |
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| 79 | return an inverted mask, i.e. the regions |
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| 80 | specified are excluded |
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| 81 | You can reset the mask selection by running this method with |
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| 82 | the default parameters. |
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| 83 | """ |
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| 84 | # Verify input parameters |
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| 85 | if not (isinstance(masklist, list) or isinstance(masklist, tuple)) \ |
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| 86 | or not isinstance(invert, bool): |
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| 87 | msg = 'Invalid mask definition' |
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| 88 | raise TypeError(msg) |
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| 89 | |
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| 90 | # Create base mask |
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| 91 | if ( len(masklist) > 0 ): |
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| 92 | self.mask = self.scan.create_mask(masklist,invert=invert) |
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| 93 | elif invert == True: |
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| 94 | self.mask = _n_bools(self.scan.nchan(self.scan.getif(0)),False) |
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| 95 | else: |
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| 96 | self.mask = _n_bools(self.scan.nchan(self.scan.getif(0)),True) |
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| 97 | |
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| 98 | |
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| 99 | def set_startevent(self,event): |
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| 100 | """ |
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| 101 | Inherit an event from the parent function. |
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| 102 | |
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| 103 | Parameters: |
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| 104 | event: 'button_press_event' object to be inherited to |
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| 105 | start interactive region selection . |
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| 106 | """ |
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| 107 | from matplotlib.backend_bases import MouseEvent |
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| 108 | if isinstance(event,MouseEvent) and event.name == 'button_press_event': |
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| 109 | self.event = event |
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| 110 | else: |
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| 111 | msg = "Invalid event." |
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| 112 | raise TypeError(msg) |
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| 113 | |
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| 114 | def set_callback(self,callback): |
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| 115 | """ |
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| 116 | Set callback function to run when finish_selection() is executed. |
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| 117 | callback: The post processing function to run after |
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| 118 | the mask selections are completed. |
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| 119 | This will be overwritten if callback is defined in |
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| 120 | finish_selection(callback=func) |
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| 121 | """ |
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| 122 | self.callback = callback |
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| 123 | |
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| 124 | def select_mask(self,once=False,showmask=True): |
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| 125 | """ |
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| 126 | Do interactive mask selection. |
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| 127 | Modify masks interactively by adding/deleting regions with |
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| 128 | mouse drawing.(left-button: mask; right-button: UNmask) |
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| 129 | Note that the interactive region selection is available only |
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| 130 | when GUI plotter is active. |
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| 131 | |
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| 132 | Parameters: |
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| 133 | once: If specified as True, you can modify masks only |
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| 134 | once. Else if False, you can modify them repeatedly. |
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| 135 | showmask: If specified as True, the masked regions are plotted |
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| 136 | on the plotter. |
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| 137 | Note this parameter is valid only when once=True. |
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| 138 | Otherwise, maskes are forced to be plotted for reference. |
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| 139 | """ |
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| 140 | # Return if GUI is not active |
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| 141 | if not rcParams['plotter.gui']: |
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| 142 | msg = 'GUI plotter is disabled.\n' |
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| 143 | msg += 'Exit interactive mode.' |
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| 144 | asaplog.push(msg) |
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| 145 | asaplog.post("ERROR") |
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| 146 | return |
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| 147 | |
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| 148 | self.once = once |
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| 149 | if self.once: |
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| 150 | self.showmask = showmask |
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| 151 | else: |
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| 152 | if not showmask: |
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| 153 | asaplog.post() |
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| 154 | asaplog.push('showmask spcification is ignored. Mask regions are plotted anyway.') |
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| 155 | asaplog.post("WARN") |
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| 156 | self.showmask = True |
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| 157 | |
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| 158 | if not self.p: |
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| 159 | asaplog.push('A new ASAP plotter will be loaded') |
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| 160 | asaplog.post() |
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| 161 | from asap.asapplotter import asapplotter |
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| 162 | self.p = asapplotter() |
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| 163 | self.newplot = True |
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| 164 | self.p._assert_plotter(action='reload') |
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| 165 | from matplotlib import rc as rcp |
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| 166 | rcp('lines', linewidth=1) |
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| 167 | |
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| 168 | # Plot selected spectra if needed |
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| 169 | if self.scan != self.p._data: |
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| 170 | if len(self.scan.getifnos()) > 16: |
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| 171 | asaplog.post() |
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| 172 | asaplog.push("Number of panels > 16. Plotting the first 16...") |
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| 173 | asaplog.post("WARN") |
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| 174 | # Need replot |
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| 175 | self.p._legendloc = 1 |
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| 176 | self.p.plot(self.scan) |
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| 177 | # disable casa toolbar |
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| 178 | if self.p._plotter.figmgr.casabar: |
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| 179 | self.p._plotter.figmgr.casabar.disable_button() |
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| 180 | self.p._plotter.figmgr.casabar.disable_prev() |
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| 181 | self.p._plotter.figmgr.casabar.disable_next() |
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| 182 | for panel in self.p._plotter.subplots: |
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| 183 | xmin, xmax = panel['axes'].get_xlim() |
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| 184 | marg = 0.05*abs(xmax-xmin) |
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| 185 | panel['axes'].set_xlim(xmin-marg, xmax+marg) |
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| 186 | if rcParams['plotter.ganged']: break |
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| 187 | self.p._plotter.show() |
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| 188 | |
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| 189 | # Plot initial mask region |
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| 190 | #if self.showmask or not self.once: |
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| 191 | if self.showmask: |
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| 192 | self._plot_mask() |
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| 193 | print '' |
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| 194 | print 'Selected regions are shaded with yellow. (gray: projections)' |
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| 195 | print 'Now you can modify the selection.' |
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| 196 | print 'Draw rectangles with Left-mouse to add the regions,' |
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| 197 | print 'or with Right-mouse to exclude the regions.' |
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| 198 | |
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| 199 | |
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| 200 | if self.event != None: |
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| 201 | self._region_start(self.event) |
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| 202 | else: |
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| 203 | self.p._plotter.register('button_press',None) |
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| 204 | self.p._plotter.register('button_press',self._region_start) |
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| 205 | |
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| 206 | |
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| 207 | def _region_start(self,event): |
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| 208 | # Do not fire event when in zooming/panning mode |
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| 209 | mode = self.p._plotter.figmgr.toolbar.mode |
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| 210 | if not mode == '': |
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| 211 | return |
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| 212 | # Return if selected point is out of panel |
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| 213 | if event.inaxes == None: return |
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| 214 | # Select mask/unmask region with mask |
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| 215 | self.rect = {'button': event.button, 'axes': event.inaxes, |
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| 216 | 'x': event.x, 'y': event.y, |
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| 217 | 'world': [event.xdata, event.ydata, |
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| 218 | event.xdata, event.ydata], |
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| 219 | 'pixel': [event.x, event.y, |
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| 220 | event.x, event.y]} |
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| 221 | self.p._plotter.register('motion_notify', self._region_draw) |
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| 222 | self.p._plotter.register('button_release', self._region_end) |
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| 223 | |
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| 224 | def _region_draw(self,event): |
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| 225 | sameaxes=(event.inaxes == self.rect['axes']) |
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| 226 | if sameaxes: |
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| 227 | xnow = event.x |
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| 228 | ynow = event.y |
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| 229 | self.xold = xnow |
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| 230 | self.yold = ynow |
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| 231 | self.xdataold = event.xdata |
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| 232 | self.ydataold = event.ydata |
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| 233 | else: |
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| 234 | xnow = self.xold |
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| 235 | ynow = self.yold |
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| 236 | |
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| 237 | self.p._plotter.figmgr.toolbar.draw_rubberband(event, xnow, ynow, self.rect['x'], self.rect['y']) |
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| 238 | |
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| 239 | def _region_end(self,event): |
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| 240 | self.p._plotter.register('motion_notify', None) |
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| 241 | self.p._plotter.register('button_release', None) |
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| 242 | |
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| 243 | # Delete the rubber band |
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| 244 | self.p._plotter.figmgr.toolbar.release(event) |
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| 245 | |
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| 246 | if event.inaxes == self.rect['axes']: |
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| 247 | xend = event.x |
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| 248 | yend = event.y |
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| 249 | xdataend = event.xdata |
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| 250 | ydataend = event.ydata |
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| 251 | else: |
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| 252 | xend = self.xold |
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| 253 | yend = self.yold |
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| 254 | xdataend = self.xdataold |
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| 255 | ydataend = self.ydataold |
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| 256 | |
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| 257 | self.rect['world'][2:4] = [xdataend, ydataend] |
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| 258 | self.rect['pixel'][2:4] = [xend, yend] |
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| 259 | self._update_mask() |
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| 260 | # Clear up region selection |
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| 261 | self.rect = {} |
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| 262 | self.xold = None |
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| 263 | self.yold = None |
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| 264 | self.xdataold = None |
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| 265 | self.ydataold = None |
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| 266 | if self.once: self.finish_selection(callback=self.callback) |
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| 267 | |
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| 268 | def _update_mask(self): |
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| 269 | # Min and Max for new mask |
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| 270 | xstart = self.rect['world'][0] |
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| 271 | xend = self.rect['world'][2] |
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| 272 | if xstart <= xend: newlist=[xstart,xend] |
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| 273 | else: newlist = [xend,xstart] |
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| 274 | # Mask or unmask |
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| 275 | invmask = None |
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| 276 | if self.rect['button'] == 1: |
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| 277 | invmask = False |
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| 278 | mflg = 'Mask' |
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| 279 | elif self.rect['button'] == 3: |
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| 280 | invmask = True |
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| 281 | mflg = 'UNmask' |
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| 282 | asaplog.push(mflg+': '+str(newlist)) |
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| 283 | asaplog.post() |
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| 284 | newmask = self.scan.create_mask(newlist,invert=invmask) |
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| 285 | # Logic operation to update mask |
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| 286 | if invmask: |
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| 287 | self.mask = mask_and(self.mask,newmask) |
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| 288 | else: |
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| 289 | self.mask = mask_or(self.mask,newmask) |
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| 290 | # Plot masked regions |
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| 291 | #if self.showmask or not self.once: self._plot_mask() |
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| 292 | if self.showmask: self._plot_mask() |
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| 293 | |
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| 294 | # Plot masked regions |
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| 295 | def _plot_mask(self): |
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| 296 | msks = [] |
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| 297 | msks = self.scan.get_masklist(self.mask,row=0) |
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| 298 | # Get projection masks for multi-IF |
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| 299 | ifs = self.scan.getifnos() |
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| 300 | projs = [] |
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| 301 | if len(ifs) > 1: |
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| 302 | row0if = self.scan.getif(0) |
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| 303 | for ifno in ifs: |
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| 304 | if ifno == row0if: continue |
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| 305 | for row in xrange(self.scan.nrow()): |
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| 306 | if self.scan.getif(row) == ifno: |
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| 307 | projs.append(self.scan.get_masklist(self.mask,row=row)) |
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| 308 | break |
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| 309 | if len(self._polygons)>0: |
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| 310 | # Remove old polygons |
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| 311 | for polygon in self._polygons: polygon.remove() |
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| 312 | self._polygons = [] |
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| 313 | # Plot new polygons |
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| 314 | if len(msks) > 0: |
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| 315 | npanel = len(self.p._plotter.subplots) |
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| 316 | j = -1 |
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| 317 | for iloop in range(len(msks)*npanel): |
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| 318 | i = iloop % len(msks) |
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| 319 | if i == 0 : j += 1 |
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| 320 | if len(ifs) > 1: |
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| 321 | for k in xrange(len(ifs)-1): |
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| 322 | self._polygons.append(self.p._plotter.subplots[j]['axes'].axvspan(projs[k][i][0],projs[k][i][1],facecolor='#aaaaaa')) |
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| 323 | self._polygons.append(self.p._plotter.subplots[j]['axes'].axvspan(msks[i][0],msks[i][1],facecolor='yellow')) |
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| 324 | self.p._plotter.canvas.draw() |
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| 325 | |
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| 326 | def finish_selection(self, callback=None): |
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| 327 | """ |
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| 328 | Execute callback function, reset or close plotter window as |
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| 329 | necessary. |
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| 330 | |
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| 331 | Parameters: |
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| 332 | callback: The post processing function to run after |
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| 333 | the mask selections are completed. |
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| 334 | Specifying the callback function here will overwrite |
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| 335 | the one set by set_callback(func) |
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| 336 | |
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| 337 | Note this function is automatically called at the end of |
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| 338 | select_mask() if once=True. |
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| 339 | """ |
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| 340 | if callback: self.callback=callback |
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| 341 | if self.callback: self.callback() |
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| 342 | if not self.event: |
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| 343 | try: self.p._plotter.register('button_press',None) |
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| 344 | except: pass # plotter window is closed by X button. |
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| 345 | # Finish the plot |
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| 346 | if not self.newplot: |
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| 347 | self.clear_polygon() |
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| 348 | else: |
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| 349 | #self.p._plotter.unmap() |
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| 350 | self.p._plotter.quit() |
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| 351 | self.p._plotter = None |
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| 352 | del self.p |
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| 353 | self.p = None |
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| 354 | self._polygons = [] |
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| 355 | |
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| 356 | |
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| 357 | def clear_polygon(self): |
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| 358 | """ |
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| 359 | Erase masks plots from the plotter. |
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| 360 | """ |
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| 361 | if len(self._polygons) > 0: |
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| 362 | # Remove old polygons |
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| 363 | for polygon in self._polygons: polygon.remove() |
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| 364 | self.p._plotter.show() |
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| 365 | self._polygons = [] |
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| 366 | |
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| 367 | |
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| 368 | def get_mask(self): |
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| 369 | """ |
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| 370 | Get the interactively selected channel mask. |
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| 371 | Returns: |
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| 372 | A list of channel mask. |
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| 373 | """ |
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| 374 | return self.mask |
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