import os import sys import wx import numpy as np import matplotlib matplotlib.interactive(False) #Use the WxAgg back end. The Wx one takes too long to render matplotlib.use('WXAgg') from sas.guiframe.local_perspectives.plotting.SimplePlot import PlotFrame #import matplotlib.pyplot as plt import matplotlib.image as mpimg import matplotlib.colors as colors from sas.guiframe.events import StatusEvent from sas.perspectives.calculator.calculator_widgets import InputTextCtrl from sas.dataloader.data_info import Data2D from sas.dataloader.data_info import Detector from sas.dataloader.manipulations import reader2D_converter from sas.guiframe.documentation_window import DocumentationWindow _BOX_WIDTH = 60 IS_WIN = True if sys.platform.count("win32") > 0: _DIALOG_WIDTH = 400 else: _DIALOG_WIDTH = 480 IS_WIN = False class ImageView: """ Open a file dialog to allow the user to select a given file. Display the loaded data if available. """ def __init__(self, parent=None): """ Init """ self.parent = parent def load(self): """ load image files """ parent = self.parent if parent == None: location = os.getcwd() else: location = parent._default_save_location path_list = self.choose_data_file(location=location) if path_list == None: return if len(path_list) >= 0 and not(path_list[0]is None): if parent != None: parent._default_save_location = os.path.dirname(path_list[0]) err_msg = '' for file_path in path_list: basename = os.path.basename(file_path) _, extension = os.path.splitext(basename) try: img = mpimg.imread(file_path) is_png = extension.lower() == '.png' plot_frame = ImageFrame(parent, -1, basename, img) plot_frame.Show(False) ax = plot_frame.plotpanel if not is_png: ax.subplot.set_ylim(ax.subplot.get_ylim()[::-1]) ax.subplot.set_xlabel('x [pixel]') ax.subplot.set_ylabel('y [pixel]') ax.figure.subplots_adjust(left=0.15, bottom=0.1, right=0.95, top=0.95) plot_frame.SetTitle('Picture -- %s --' % basename) plot_frame.Show(True) if parent != None: parent.put_icon(plot_frame) except: print "parent", parent err_msg += "Failed to load '%s'.\n" % basename if err_msg: if parent is not None: wx.PostEvent(parent, StatusEvent(status=err_msg, info="error")) else: print err_msg def choose_data_file(self, location=None): """ Open a file dialog to allow loading a file """ path = None if location == None: location = os.getcwd() dlg = wx.FileDialog(self.parent, "Image Viewer: Choose a image file", location, "", "", style=wx.FD_OPEN | wx.FD_MULTIPLE) if dlg.ShowModal() == wx.ID_OK: path = dlg.GetPaths() else: return None dlg.Destroy() return path class ImageFrame(PlotFrame): """ Frame for simple plot """ def __init__(self, parent, id, title, image=None, scale='log_{10}', size=wx.Size(550, 470)): """ comment :Param data: image array got from imread() of matplotlib [narray] :param parent: parent panel/container """ # Initialize the Frame object PlotFrame.__init__(self, parent, id, title, scale, size) self.parent = parent self.data = image self.file_name = title menu = wx.Menu() id = wx.NewId() item = wx.MenuItem(menu, id, "&Convert to Data") menu.AppendItem(item) wx.EVT_MENU(self, id, self.on_set_data) self.menu_bar.Append(menu, "&Image") menu_help = wx.Menu() id = wx.NewId() item = wx.MenuItem(menu_help, id, "&HowTo") menu_help.AppendItem(item) wx.EVT_MENU(self, id, self.on_help) self.menu_bar.Append(menu_help, "&Help") self.SetMenuBar(self.menu_bar) self.im_show(image) def on_set_data(self, event): """ Rescale the x y range, make 2D data and send it to data explore """ title = self.file_name self.panel = SetDialog(parent=self, title=title, image=self.data) self.panel.ShowModal() def on_help(self, event): """ Bring up Image Viewer Documentation from the image viewer window whenever the help menu item "how to" is clicked. Calls DocumentationWindow with the path of the location within the documentation tree (after /doc/ ....". :param evt: Triggers on clicking "how to" in help menu """ _TreeLocation = "user/perspectives/calculator/image_viewer_help.html" _doc_viewer = DocumentationWindow(self, -1, _TreeLocation, "", "Image Viewer Help") class SetDialog(wx.Dialog): """ Dialog for Data Set """ def __init__(self, parent, id= -1, title="Convert to Data", image=None, size=(_DIALOG_WIDTH, 270)): wx.Dialog.__init__(self, parent, id, title, size) # parent self.parent = parent self.base = parent.parent self.title = title self.image = np.array(image) self.z_ctrl = None self.xy_ctrls = [] self.is_png = self._get_is_png() self._build_layout() my_title = "Convert Image to Data - %s -" % self.title self.SetTitle(my_title) self.SetSize(size) def _get_is_png(self): """ Get if the image file is png """ _, extension = os.path.splitext(self.title) return extension.lower() == '.png' def _build_layout(self): """ Layout """ vbox = wx.BoxSizer(wx.VERTICAL) zbox = wx.BoxSizer(wx.HORIZONTAL) xbox = wx.BoxSizer(wx.HORIZONTAL) ybox = wx.BoxSizer(wx.HORIZONTAL) btnbox = wx.BoxSizer(wx.VERTICAL) sb_title = wx.StaticBox(self, -1, 'Transform Axes') boxsizer = wx.StaticBoxSizer(sb_title, wx.VERTICAL) z_title = wx.StaticText(self, -1, 'z values (range: 0 - 255) to:') ztime_title = wx.StaticText(self, -1, 'z *') x_title = wx.StaticText(self, -1, 'x values from pixel # to:') xmin_title = wx.StaticText(self, -1, 'xmin:') xmax_title = wx.StaticText(self, -1, 'xmax:') y_title = wx.StaticText(self, -1, 'y values from pixel # to:') ymin_title = wx.StaticText(self, -1, 'ymin: ') ymax_title = wx.StaticText(self, -1, 'ymax:') z_ctl = InputTextCtrl(self, -1, size=(_BOX_WIDTH , 20), style=wx.TE_PROCESS_ENTER) xmin_ctl = InputTextCtrl(self, -1, size=(_BOX_WIDTH, 20), style=wx.TE_PROCESS_ENTER) xmax_ctl = InputTextCtrl(self, -1, size=(_BOX_WIDTH, 20), style=wx.TE_PROCESS_ENTER) ymin_ctl = InputTextCtrl(self, -1, size=(_BOX_WIDTH, 20), style=wx.TE_PROCESS_ENTER) ymax_ctl = InputTextCtrl(self, -1, size=(_BOX_WIDTH, 20), style=wx.TE_PROCESS_ENTER) z_ctl.SetValue('1.0') xmin_ctl.SetValue('-0.3') xmax_ctl.SetValue('0.3') ymin_ctl.SetValue('-0.3') ymax_ctl.SetValue('0.3') z_ctl.Bind(wx.EVT_TEXT, self._on_z_enter) xmin_ctl.Bind(wx.EVT_TEXT, self._onparam) xmax_ctl.Bind(wx.EVT_TEXT, self._onparam) ymin_ctl.Bind(wx.EVT_TEXT, self._onparam) ymax_ctl.Bind(wx.EVT_TEXT, self._onparam) xbox.AddMany([(x_title , 0, wx.LEFT, 0), (xmin_title , 0, wx.LEFT, 10), (xmin_ctl , 0, wx.LEFT, 10), (xmax_title , 0, wx.LEFT, 10), (xmax_ctl , 0, wx.LEFT, 10)]) ybox.AddMany([(y_title , 0, wx.LEFT, 0), (ymin_title , 0, wx.LEFT, 10), (ymin_ctl , 0, wx.LEFT, 10), (ymax_title , 0, wx.LEFT, 10), (ymax_ctl , 0, wx.LEFT, 10)]) zbox.AddMany([(z_title , 0, wx.LEFT, 0), (ztime_title, 0, wx.LEFT, 10), (z_ctl , 0, wx.LEFT, 7), ]) msg = "The data rescaled will show up in the Data Explorer. \n" msg += "*Note: Recommend to use an image with 8 bit Grey \n" msg += " scale (and with No. of pixels < 300 x 300).\n" msg += " Otherwise, z = 0.299R + 0.587G + 0.114B." note_txt = wx.StaticText(self, -1, msg) note_txt.SetForegroundColour("black") hbox = wx.BoxSizer(wx.HORIZONTAL) okButton = wx.Button(self, -1, 'OK') okButton.Bind(wx.EVT_BUTTON, self.on_set) cancelButton = wx.Button(self, -1, 'Cancel') cancelButton.Bind(wx.EVT_BUTTON, self.OnClose) btnbox.Add(okButton, 0, wx.LEFT | wx.BOTTOM, 5) btnbox.Add(cancelButton, 0, wx.LEFT | wx.TOP, 5) hbox.Add(note_txt, 0, wx.LEFT, 5) hbox.Add(btnbox, 0, wx.LEFT, 15) vbox.Add((10, 15)) boxsizer.Add(xbox, 1, wx.LEFT | wx.BOTTOM, 5) boxsizer.Add(ybox, 1, wx.LEFT | wx.BOTTOM, 5) boxsizer.Add(zbox, 1, wx.LEFT | wx.BOTTOM, 5) vbox.Add(boxsizer, 0, wx.LEFT, 20) vbox.Add(hbox, 0, wx.LEFT | wx.TOP, 15) okButton.SetFocus() # set sizer self.SetSizer(vbox) #pos = self.parent.GetPosition() #self.SetPosition(pos) self.z_ctrl = z_ctl self.xy_ctrls = [[xmin_ctl, xmax_ctl], [ymin_ctl, ymax_ctl]] def _onparamEnter(self, event=None): """ By pass original txtcrl binding """ pass def _onparam(self, event=None): """ Set to default """ item = event.GetEventObject() self._check_ctrls(item) def _check_ctrls(self, item, is_button=False): """ """ flag = True item.SetBackgroundColour("white") try: val = float(item.GetValue()) if val < -10.0 or val > 10.0: item.SetBackgroundColour("pink") item.Refresh() flag = False except: item.SetBackgroundColour("pink") item.Refresh() flag = False if not flag and is_button: err_msg = "The allowed range of the min and max values are \n" err_msg += "between -10 and 10." if self.base is not None: wx.PostEvent(self.base, StatusEvent(status=err_msg, info="error")) else: print err_msg return flag def _on_z_enter(self, event=None): """ On z factor enter """ item = event.GetEventObject() self._check_z_ctrl(item) def _check_z_ctrl(self, item, is_button=False): """ """ flag = True item.SetBackgroundColour("white") try: val = float(item.GetValue()) if val <= 0: item.SetBackgroundColour("pink") item.Refresh() flag = False except: item.SetBackgroundColour("pink") item.Refresh() flag = False if not flag and is_button: err_msg = "The z scale value should be larger than 0." if self.base is not None: wx.PostEvent(self.base, StatusEvent(status=err_msg, info="error")) else: print err_msg return flag def on_set(self, event): """ Set image as data """ event.Skip() # Check the textctrl values for item_list in self.xy_ctrls: for item in item_list: if not self._check_ctrls(item, True): return if not self._check_z_ctrl(self.z_ctrl, True): return try: image = self.image xmin = float(self.xy_ctrls[0][0].GetValue()) xmax = float(self.xy_ctrls[0][1].GetValue()) ymin = float(self.xy_ctrls[1][0].GetValue()) ymax = float(self.xy_ctrls[1][1].GetValue()) zscale = float(self.z_ctrl.GetValue()) self.convert_image(image, xmin, xmax, ymin, ymax, zscale) except: err_msg = "Error occurred while converting Image to Data." if self.base is not None: wx.PostEvent(self.base, StatusEvent(status=err_msg, info="error")) else: print err_msg self.OnClose(event) def convert_image(self, rgb, xmin, xmax, ymin, ymax, zscale): """ Convert image to data2D """ x_len = len(rgb[0]) y_len = len(rgb) x_vals = np.linspace(xmin, xmax, num=x_len) y_vals = np.linspace(ymin, ymax, num=y_len) # Instantiate data object output = Data2D() output.filename = os.path.basename(self.title) output.id = output.filename detector = Detector() detector.pixel_size.x = None detector.pixel_size.y = None # Store the sample to detector distance detector.distance = None output.detector.append(detector) # Initiazed the output data object output.data = zscale * self.rgb2gray(rgb) output.err_data = np.zeros([x_len, y_len]) output.mask = np.ones([x_len, y_len], dtype=bool) output.xbins = x_len output.ybins = y_len output.x_bins = x_vals output.y_bins = y_vals output.qx_data = np.array(x_vals) output.qy_data = np.array(y_vals) output.xmin = xmin output.xmax = xmax output.ymin = ymin output.ymax = ymax output.xaxis('\\rm{Q_{x}}', '\AA^{-1}') output.yaxis('\\rm{Q_{y}}', '\AA^{-1}') # Store loading process information output.meta_data['loader'] = self.title.split('.')[-1] + "Reader" output.is_data = True output = reader2D_converter(output) if self.base != None: data = self.base.create_gui_data(output, self.title) self.base.add_data({data.id:data}) def rgb2gray(self, rgb): """ RGB to Grey """ if self.is_png: # png image limits: 0 to 1, others 0 to 255 #factor = 255.0 rgb = rgb[::-1] if rgb.ndim == 2: grey = np.rollaxis(rgb, axis=0) else: red, green, blue = np.rollaxis(rgb[..., :3], axis= -1) grey = 0.299 * red + 0.587 * green + 0.114 * blue max_i = rgb.max() factor = 255.0 / max_i grey *= factor return np.array(grey) def OnClose(self, event): """ Close event """ # clear event event.Skip() self.Destroy() if __name__ == "__main__": app = wx.App() ImageView(None).load() app.MainLoop()