gui.analyses.auto_model

1 ############################################################################### 2 # # 3 # Copyright (C) 2009 Michael Bieri # 4 # Copyright (C) 2010-2015 Edward d'Auvergne # 5 # Copyright (C) 2014 Troels E. Linnet # 6 # # 7 # This file is part of the program relax (http://www.nmr-relax.com). # 8 # # 9 # This program is free software: you can redistribute it and/or modify # 10 # it under the terms of the GNU General Public License as published by # 11 # the Free Software Foundation, either version 3 of the License, or # 12 # (at your option) any later version. # 13 # # 14 # This program is distributed in the hope that it will be useful, # 15 # but WITHOUT ANY WARRANTY; without even the implied warranty of # 16 # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # 17 # GNU General Public License for more details. # 18 # # 19 # You should have received a copy of the GNU General Public License # 20 # along with this program. If not, see <http://www.gnu.org/licenses/>. # 21 # # 22 ############################################################################### 23 24 # Module docstring. 25 """Module for the automatic model-free protocol frame.""" 26 27 # Python module imports. 28 from math import ceil 29 from os import sep 30 import wx 31 import wx.lib.buttons 32 import wx.lib.mixins.listctrl 33 34 # relax module imports. 35 from auto_analyses import dauvergne_protocol 36 from data_store import Relax_data_store; ds = Relax_data_store() 37 from graphics import ANALYSIS_IMAGE_PATH, IMAGE_PATH, fetch_icon 38 from gui.about import About_base 39 from gui.analyses.base import Base_analysis 40 from gui.analyses.elements.spin_element import Spin_ctrl 41 from gui.analyses.elements.text_element import Text_ctrl 42 from gui.analyses.execute import Execute 43 from gui.analyses.elements.model_list import Model_list 44 from gui.base_classes import Container 45 from gui.components.relax_data import Relax_data_list 46 from gui.filedialog import RelaxDirDialog 47 from gui.fonts import font 48 from gui.message import error_message, Missing_data 49 from gui.misc import add_border, bitmap_setup 50 from gui.string_conv import gui_to_int, gui_to_str, str_to_gui 51 from gui.uf_objects import Uf_storage; uf_store = Uf_storage() 52 from gui.wizards.wiz_objects import Wiz_window 53 from lib.physical_constants import NH_BOND_LENGTH 54 from lib.errors import RelaxError 55 from lib.text.gui import local_tm, rex, s2, s2f, te, tf, tm, ts 56 from lib.text.string import LIST, PARAGRAPH, SECTION, SUBSECTION, TITLE 57 from pipe_control.interatomic import interatomic_loop 58 from pipe_control.mol_res_spin import exists_mol_res_spin_data, return_spin, spin_loop 59 from pipe_control.pipes import has_bundle, has_pipe 60 from specific_analyses.api import return_api 61 from status import Status; status = Status() 62 63

64 -class About_window(About_base):

65 """The model-free about window.""" 66 67 # The relax background colour. 68 colour1 = '#e5feff' 69 colour2 = '#88cbff' 70 71 # Dimensions. 72 dim_x = 800 73 dim_y = 800 74 max_y = 2500 75 76 # Spacer size (px). 77 border = 10 78 79 # Window style. 80 style = wx.DEFAULT_DIALOG_STYLE 81 82 # Destroy on clicking. 83 DESTROY_ON_CLICK = False 84

85 - def __init__(self, parent):

86 """Set up the user function class.""" 87 88 # Execute the base class method. 89 super(About_window, self).__init__(parent, id=-1, title="Automatic model-free analysis about window")

90 91

92 - def build_widget(self):

93 """Build the dialog using the dauvergne_protocol docstring.""" 94 95 # A global Y offset for packing the elements together (initialise to the border position). 96 self.offset(self.border) 97 98 # Loop over the lines. 99 for i in range(len(dauvergne_protocol.doc)): 100 # The level and text. 101 level, text = dauvergne_protocol.doc[i] 102 103 # The title. 104 if level == TITLE: 105 self.draw_title(text, alt_font=font.roman_font_18) 106 107 # The section. 108 elif level == SECTION: 109 self.draw_title(text, alt_font=font.roman_font_14) 110 111 # The section. 112 elif level == SUBSECTION: 113 self.draw_title(text, alt_font=font.roman_font_12) 114 115 # Paragraphs. 116 elif level == PARAGRAPH: 117 self.draw_wrapped_text(text) 118 119 # Lists. 120 elif level == LIST: 121 # Start of list. 122 if i and dauvergne_protocol.doc[i-1][0] != LIST: 123 self.offset(10) 124 125 # The text. 126 self.draw_wrapped_text(" - %s" % text) 127 128 # End of list. 129 if i < len(dauvergne_protocol.doc) and dauvergne_protocol.doc[i+1][0] == PARAGRAPH: 130 self.offset(10) 131 132 # Add space to the bottom. 133 self.offset(self.border) 134 135 # Round the offset up to the nearest factor of the scroll inc (needed for all scrolling). 136 scroll_x, scroll_y = self.window.GetScrollPixelsPerUnit() 137 y = self.offset() 138 self.offset(-y) 139 y = int(ceil(y/float(scroll_y)) * scroll_y) 140 self.offset(y) 141 142 # Resize the window. 143 dim_x = self.dim_x 144 virt_y = self.offset() 145 self.SetSize((dim_x, self.dim_y)) 146 self.window.SetVirtualSize((dim_x, virt_y)) 147 self.window.EnableScrolling(x_scrolling=False, y_scrolling=True)

148 149 150

151 -class Auto_model_free(Base_analysis):

152 """The model-free auto-analysis GUI element.""" 153

154 - def __init__(self, parent, id=-1, pos=wx.Point(-1, -1), size=wx.Size(-1, -1), style=524288, name='scrolledpanel', gui=None, analysis_name=None, pipe_name=None, pipe_bundle=None, uf_exec=[], data_index=None):

155 """Build the automatic model-free protocol GUI element. 156 157 @param parent: The parent wx element. 158 @type parent: wx object 159 @keyword id: The unique ID number. 160 @type id: int 161 @keyword pos: The position. 162 @type pos: wx.Size object 163 @keyword size: The size. 164 @type size: wx.Size object 165 @keyword style: The style. 166 @type style: int 167 @keyword name: The name for the panel. 168 @type name: unicode 169 @keyword gui: The main GUI class. 170 @type gui: gui.relax_gui.Main instance 171 @keyword analysis_name: The name of the analysis (the name in the tab part of the notebook). 172 @type analysis_name: str 173 @keyword pipe_name: The name of the original data pipe for this analysis. 174 @type pipe_name: str 175 @keyword pipe_bundle: The name of the data pipe bundle associated with this analysis. 176 @type pipe_bundle: str 177 @keyword uf_exec: The list of user function on_execute methods returned from the new analysis wizard. 178 @type uf_exec: list of methods 179 @keyword data_index: The index of the analysis in the relax data store (set to None if no data currently exists). 180 @type data_index: None or int 181 """ 182 183 # Store the GUI main class. 184 self.gui = gui 185 186 # Init. 187 self.init_flag = True 188 189 # New data container. 190 if data_index == None: 191 # First create the data pipe if not already in existence. 192 if not has_pipe(pipe_name): 193 self.gui.interpreter.apply('pipe.create', pipe_name=pipe_name, pipe_type='mf', bundle=pipe_bundle) 194 195 # Create the data pipe bundle if needed. 196 if not has_bundle(pipe_bundle): 197 self.gui.interpreter.apply('pipe.bundle', bundle=pipe_bundle, pipe=pipe_name) 198 199 # Generate a storage container in the relax data store, and alias it for easy access. 200 data_index = ds.relax_gui.analyses.add('model-free') 201 202 # Store the analysis and pipe names. 203 ds.relax_gui.analyses[data_index].analysis_name = analysis_name 204 ds.relax_gui.analyses[data_index].pipe_name = pipe_name 205 ds.relax_gui.analyses[data_index].pipe_bundle = pipe_bundle 206 207 # Initialise the variables. 208 ds.relax_gui.analyses[data_index].grid_inc = None 209 ds.relax_gui.analyses[data_index].diff_tensor_grid_inc = {'sphere': 11, 'prolate': 11, 'oblate': 11, 'ellipsoid': 6} 210 ds.relax_gui.analyses[data_index].mc_sim_num = None 211 ds.relax_gui.analyses[data_index].save_dir = self.gui.launch_dir 212 ds.relax_gui.analyses[data_index].local_tm_models = ['tm0', 'tm1', 'tm2', 'tm3', 'tm4', 'tm5', 'tm6', 'tm7', 'tm8', 'tm9'] 213 ds.relax_gui.analyses[data_index].mf_models = ['m0', 'm1', 'm2', 'm3', 'm4', 'm5', 'm6', 'm7', 'm8', 'm9'] 214 ds.relax_gui.analyses[data_index].max_iter = 30 215 216 # Error checking. 217 if ds.relax_gui.analyses[data_index].pipe_bundle == None: 218 raise RelaxError("The pipe bundle must be supplied.") 219 220 # Alias the data. 221 self.data = ds.relax_gui.analyses[data_index] 222 self.data_index = data_index 223 224 # Backward compatibility. 225 if not hasattr(self.data, 'local_tm_models'): 226 self.data.local_tm_models = ['tm0', 'tm1', 'tm2', 'tm3', 'tm4', 'tm5', 'tm6', 'tm7', 'tm8', 'tm9'] 227 if not hasattr(self.data, 'mf_models'): 228 self.data.mf_models = ['m0', 'm1', 'm2', 'm3', 'm4', 'm5', 'm6', 'm7', 'm8', 'm9'] 229 230 # Initialise the mode selection window. 231 self.mode_win = Protocol_mode_sel_window() 232 233 # Register the method for updating the spin count for the completion of user functions. 234 self.observer_register() 235 236 # Execute the base class method to build the panel. 237 super(Auto_model_free, self).__init__(parent, id=id, pos=pos, size=size, style=style, name=name)

238 239

240 - def _about(self, event=None):

241 """The about window. 242 243 @keyword event: The wx event. 244 @type event: wx event 245 """ 246 247 # Initialise the dialog. 248 self.about_dialog = About_window(self) 249 250 # Show the dialog. 251 if status.show_gui: 252 self.about_dialog.Show()

253 254

255 - def activate(self):

256 """Activate or deactivate certain elements of the analysis in response to the execution lock.""" 257 258 # Flag for enabling or disabling the elements. 259 enable = False 260 if not status.exec_lock.locked(): 261 enable = True 262 263 # Activate or deactivate the elements. 264 wx.CallAfter(self.field_results_dir.Enable, enable) 265 wx.CallAfter(self.spin_systems.Enable, enable) 266 wx.CallAfter(self.relax_data.Enable, enable) 267 wx.CallAfter(self.button_dipole_pair.Enable, enable) 268 wx.CallAfter(self.button_csa.Enable, enable) 269 wx.CallAfter(self.button_isotope_heteronuc.Enable, enable) 270 wx.CallAfter(self.button_isotope_proton.Enable, enable) 271 wx.CallAfter(self.local_tm_model_field.Enable, enable) 272 wx.CallAfter(self.mf_model_field.Enable, enable) 273 wx.CallAfter(self.grid_inc.Enable, enable) 274 wx.CallAfter(self.mc_sim_num.Enable, enable) 275 wx.CallAfter(self.max_iter.Enable, enable) 276 wx.CallAfter(self.mode.Enable, enable) 277 wx.CallAfter(self.button_exec_relax.Enable, enable)

278 279

280 - def add_values(self, box):

281 """Create and add the value.set buttons for the model-free analysis. 282 283 @param box: The box element to pack the GUI element into. 284 @type box: wx.BoxSizer instance 285 """ 286 287 # Sizer. 288 sizer = wx.BoxSizer(wx.HORIZONTAL) 289 290 # Dipole-dipole relaxation setup button. 291 self.button_dipole_pair = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, " Dipolar relaxation") 292 self.button_dipole_pair.SetBitmapLabel(wx.Bitmap(fetch_icon("relax.dipole_pair", "22x22"), wx.BITMAP_TYPE_ANY)) 293 self.button_dipole_pair.SetFont(font.normal) 294 self.button_dipole_pair.SetSize((-1, 25)) 295 self.button_dipole_pair.SetToolTipString("Define the magnetic dipole-dipole relaxation mechanism.") 296 self.gui.Bind(wx.EVT_BUTTON, self.setup_dipole_pair, self.button_dipole_pair) 297 sizer.Add(self.button_dipole_pair, 1, wx.ALL|wx.EXPAND, 0) 298 299 # CSA button. 300 self.button_csa = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, " CSA relaxation") 301 self.button_csa.SetBitmapLabel(wx.Bitmap(fetch_icon("relax.align_tensor", "22x22"), wx.BITMAP_TYPE_ANY)) 302 self.button_csa.SetFont(font.normal) 303 self.button_csa.SetSize((-1, 25)) 304 self.button_csa.SetToolTipString("Define the Chemical Shift Anisotropy (CSA) relaxation mechanism via the value.set user function.") 305 self.gui.Bind(wx.EVT_BUTTON, self.value_set_csa, self.button_csa) 306 sizer.Add(self.button_csa, 1, wx.ALL|wx.EXPAND, 0) 307 308 # Isotope type button (heteronucleus). 309 self.button_isotope_heteronuc = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, " X isotope") 310 self.button_isotope_heteronuc.SetBitmapLabel(wx.Bitmap(fetch_icon("relax.nuclear_symbol", "22x22"), wx.BITMAP_TYPE_ANY)) 311 self.button_isotope_heteronuc.SetFont(font.normal) 312 self.button_isotope_heteronuc.SetSize((-1, 25)) 313 self.button_isotope_heteronuc.SetToolTipString("Set the nuclear isotope types of the heteronuclear spins via the spin.isotope user function.") 314 self.gui.Bind(wx.EVT_BUTTON, self.spin_isotope_heteronuc, self.button_isotope_heteronuc) 315 sizer.Add(self.button_isotope_heteronuc, 1, wx.ALL|wx.EXPAND, 0) 316 317 # Isotope type button (proton). 318 self.button_isotope_proton = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, " H isotope") 319 self.button_isotope_proton.SetBitmapLabel(wx.Bitmap(fetch_icon("relax.nuclear_symbol", "22x22"), wx.BITMAP_TYPE_ANY)) 320 self.button_isotope_proton.SetFont(font.normal) 321 self.button_isotope_proton.SetSize((-1, 25)) 322 self.button_isotope_proton.SetToolTipString("Set the nuclear isotope types of the proton spins via the spin.isotope user function.") 323 self.gui.Bind(wx.EVT_BUTTON, self.spin_isotope_proton, self.button_isotope_proton) 324 sizer.Add(self.button_isotope_proton, 1, wx.ALL|wx.EXPAND, 0) 325 326 # Add the element to the box. 327 box.Add(sizer, 0, wx.ALL|wx.EXPAND, 0)

328 329

330 - def assemble_data(self):

331 """Assemble the data required for the auto-analysis. 332 333 See the docstring for auto_analyses.dauvernge_protocol for details. All data is taken from the relax data store, so data upload from the GUI to there must have been previously performed. 334 335 @return: A container with all the data required for the auto-analysis. 336 @rtype: class instance, list of str 337 """ 338 339 # The data container. 340 data = Container() 341 missing = [] 342 343 # The pipe name and bundle. 344 data.pipe_name = self.data.pipe_name 345 data.pipe_bundle = self.data.pipe_bundle 346 347 # The model-free models (do not change these unless absolutely necessary). 348 data.local_tm_models = self.local_tm_model_field.GetValue() 349 data.mf_models = self.mf_model_field.GetValue() 350 351 # Automatic looping over all rounds until convergence (must be a boolean value of True or False). 352 data.conv_loop = True 353 354 # Increment size. 355 data.inc = gui_to_int(self.grid_inc.GetValue()) 356 if hasattr(self.data, 'diff_tensor_grid_inc'): 357 data.diff_tensor_grid_inc = self.data.diff_tensor_grid_inc 358 else: 359 data.diff_tensor_grid_inc = {'sphere': 11, 'prolate': 11, 'oblate': 11, 'ellipsoid': 6} 360 361 # The number of Monte Carlo simulations to be used for error analysis at the end of the analysis. 362 data.mc_sim_num = gui_to_int(self.mc_sim_num.GetValue()) 363 364 # Number of maximum iterations. 365 data.max_iter = self.data.max_iter 366 367 # Results directory. 368 data.save_dir = self.data.save_dir 369 370 # Check if sequence data is loaded 371 if not exists_mol_res_spin_data(): 372 missing.append("Sequence data") 373 374 # Relaxation data. 375 if not hasattr(cdp, 'ri_ids') or len(cdp.ri_ids) == 0: 376 missing.append("Relaxation data") 377 378 # Insufficient data. 379 if hasattr(cdp, 'ri_ids') and len(cdp.ri_ids) <= 3: 380 missing.append("Insufficient relaxation data, 4 or more data sets are essential for the execution of the dauvergne_protocol auto-analysis. Check that you have entered data for a least two spectrometer fields.") 381 382 # Interatomic data containers. 383 if not hasattr(cdp, 'interatomic') or len(cdp.interatomic) == 0: 384 missing.append("Interatomic data (for the dipole-dipole interaction)") 385 386 # Get the mode. 387 mode = gui_to_str(self.mode.GetValue()) 388 389 # Solve for all global models. 390 if mode == 'Fully automated': 391 # The global model list. 392 data.global_models = ['local_tm', 'sphere', 'prolate', 'oblate', 'ellipsoid', 'final'] 393 394 # Any global model selected. 395 else: 396 data.global_models = [mode] 397 398 # Check for vectors. 399 vector_check = False 400 if 'prolate' in data.global_models or 'oblate' in data.global_models or 'ellipsoid' in data.global_models: 401 vector_check = True 402 403 # Spin variables. 404 for spin, spin_id in spin_loop(return_id=True): 405 # Skip deselected spins. 406 if not spin.select: 407 continue 408 409 # The message skeleton. 410 msg = "Spin '%s' - %s (try the %s user function)." % (spin_id, "%s", "%s") 411 412 # Test if the nuclear isotope type has been set. 413 if not hasattr(spin, 'isotope') or spin.isotope == None: 414 missing.append(msg % ("nuclear isotope data", "spin.isotope")) 415 416 # Test if the CSA value has been set for the heteronuclei. 417 if (hasattr(spin, 'isotope') and spin.isotope in ['15N', '13C']) and (not hasattr(spin, 'csa') or spin.csa == None): 418 missing.append(msg % ("CSA data", "value.set")) 419 420 # Interatomic data container variables. 421 for interatom in interatomic_loop(): 422 # Get the spin containers. 423 spin1 = return_spin(interatom.spin_id1) 424 spin2 = return_spin(interatom.spin_id2) 425 426 # Skip deselected spins. 427 if not spin1.select: 428 continue 429 if not spin2.select: 430 continue 431 432 # The message skeleton. 433 msg = "Spin pair '%s' and '%s' - %s (try the %s user function)." % (interatom.spin_id1, interatom.spin_id2, "%s", "%s") 434 435 # Test if the interatomic distance has been set. 436 if not hasattr(interatom, 'r') or interatom.r == None: 437 missing.append(msg % ("bond length data", "value.set")) 438 439 # Test if the unit vectors have been loaded. 440 if vector_check and (not hasattr(interatom, 'vector') or interatom.vector == None): 441 missing.append(msg % ("unit vectors", "interatom.unit_vectors")) 442 443 # Return the container and list of missing data. 444 return data, missing

445 446

447 - def build_left_box(self):

448 """Construct the left hand box to pack into the main model-free box. 449 450 @return: The left hand box element containing the bitmap and about button to pack into the main model-free box. 451 @rtype: wx.BoxSizer instance 452 """ 453 454 # Build the left hand box. 455 left_box = wx.BoxSizer(wx.VERTICAL) 456 457 # The images. 458 bitmaps = [ANALYSIS_IMAGE_PATH+"model_free"+sep+"model_free_200x200.png", 459 IMAGE_PATH+'modelfree.png'] 460 461 # Add the model-free bitmap picture. 462 for i in range(len(bitmaps)): 463 # The bitmap. 464 bitmap = wx.StaticBitmap(self, -1, bitmap_setup(bitmaps[i])) 465 466 # Add it. 467 left_box.Add(bitmap, 0, wx.ALL, 0) 468 469 # A spacer. 470 left_box.AddStretchSpacer() 471 472 # A button sizer, with some initial spacing. 473 button_sizer = wx.BoxSizer(wx.HORIZONTAL) 474 475 # An about button. 476 button = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, "About") 477 button.SetBitmapLabel(wx.Bitmap(fetch_icon('oxygen.actions.help-about', "22x22"), wx.BITMAP_TYPE_ANY)) 478 button.SetFont(font.normal) 479 button.SetToolTipString("Information about this automatic analysis") 480 481 # Bind the click. 482 self.Bind(wx.EVT_BUTTON, self._about, button) 483 484 # A cursor for the button. 485 cursor = wx.StockCursor(wx.CURSOR_QUESTION_ARROW) 486 button.SetCursor(cursor) 487 488 # Pack the button. 489 button_sizer.Add(button, 0, 0, 0) 490 left_box.Add(button_sizer, 0, wx.ALL, 0) 491 492 # Return the packed box. 493 return left_box

494 495

496 - def build_right_box(self):

497 """Construct the right hand box to pack into the main model-free box. 498 499 @return: The right hand box element containing all model-free GUI elements (excluding the bitmap) to pack into the main model-free box. 500 @rtype: wx.BoxSizer instance 501 """ 502 503 # Use a vertical packing of elements. 504 box = wx.BoxSizer(wx.VERTICAL) 505 506 # Add the frame title. 507 self.add_title(box, "Model-free analysis") 508 509 # Display the data pipe. 510 Text_ctrl(box, self, text="The data pipe bundle:", default=self.data.pipe_bundle, tooltip="This is the data pipe bundle associated with this analysis.", editable=False, width_text=self.width_text, width_button=self.width_button, spacer=self.spacer_horizontal) 511 512 # Add the results directory GUI element. 513 self.field_results_dir = Text_ctrl(box, self, text="Results directory:", icon=fetch_icon('oxygen.actions.document-open-folder', "16x16"), default=self.data.save_dir, tooltip="The directory in which all automatically created files will be saved.", tooltip_button="Select the results directory.", fn=self.results_directory, button=True, width_text=self.width_text, width_button=self.width_button, spacer=self.spacer_horizontal) 514 515 # Add the spin GUI element. 516 self.add_spin_systems(box, self) 517 518 # Add the relaxation data list GUI element, with spacing. 519 box.AddSpacer(10) 520 self.relax_data = Relax_data_list(gui=self.gui, parent=self, box=box, id=str(self.data_index)) 521 box.AddSpacer(10) 522 523 # Add the value.set buttons. 524 self.add_values(box) 525 box.AddSpacer(10) 526 527 # Add the local tau_m models GUI element, with spacing. 528 self.local_tm_model_field = Local_tm_list(self, box) 529 self.local_tm_model_field.set_value(self.data.local_tm_models) 530 531 # Add the model-free models GUI element, with spacing. 532 self.mf_model_field = Mf_list(self, box) 533 self.mf_model_field.set_value(self.data.mf_models) 534 535 # The optimisation settings. 536 self.grid_inc = Spin_ctrl(box, self, text="Grid search increments:", default=11, min=1, max=100, tooltip="This is the number of increments per dimension of the grid search performed prior to numerical optimisation.", width_text=self.width_text, width_button=self.width_button, spacer=self.spacer_horizontal) 537 self.mc_sim_num = Spin_ctrl(box, self, text="Monte Carlo simulation number:", default=500, min=1, max=100000, tooltip="This is the number of Monte Carlo simulations performed for error propagation and analysis.", width_text=self.width_text, width_button=self.width_button, spacer=self.spacer_horizontal) 538 539 # Add maximum iteration selector. 540 self.max_iter = Spin_ctrl(box, self, text="Maximum iterations:", default=self.data.max_iter, tooltip="The maximum number of iterations for the protocol. This is the limit for the global looping over the optimisation of the model-free models, model elimination, model selection and then optimisation of the diffusion tensor.", min=25, max=100, width_text=self.width_text, width_button=self.width_button, spacer=self.spacer_horizontal) 541 542 # The calculation mode. 543 self.mode = Text_ctrl(box, self, text="Protocol mode:", default='Fully automated', tooltip="Select if the dauvergne_protocol analysis will be fully automated or whether the individual global models will be optimised separately.", tooltip_button="Open the protocol mode selection window.", icon=fetch_icon('oxygen.actions.system-run', "16x16"), fn=self.mode_dialog, editable=False, button=True, width_text=self.width_text, width_button=self.width_button, spacer=self.spacer_horizontal) 544 545 # Stretchable spacing (with a minimal space). 546 box.AddSpacer(30) 547 box.AddStretchSpacer() 548 549 # Add the execution GUI element. 550 self.button_exec_relax = self.add_execute_analysis(box, self.execute) 551 552 # Return the box. 553 return box

554 555

556 - def delete(self):

557 """Unregister the spin count from the user functions.""" 558 559 # Unregister the observer methods. 560 self.observer_register(remove=True) 561 562 # Clean up the relaxation data list object. 563 self.relax_data.delete() 564 565 # Destroy the dipole-dipole interaction wizard. 566 if hasattr(self, 'dipole_wizard'): 567 self.dipole_wizard.Destroy() 568 del self.dipole_wizard 569 570 # Destroy the mode selection window. 571 self.mode_win.Destroy() 572 del self.mode_win 573 574 # Destroy the model list windows. 575 self.local_tm_model_field.model_win.Destroy() 576 del self.local_tm_model_field 577 self.mf_model_field.model_win.Destroy() 578 del self.mf_model_field 579 580 # Destroy the missing data dialog, if present. 581 if hasattr(self, 'missing_data'): 582 self.missing_data.Destroy() 583 del self.missing_data

584 585

586 - def execute(self, event=None):

587 """Set up, execute, and process the automatic model-free protocol. 588 589 @keyword event: The wx event. 590 @type event: wx event 591 """ 592 593 # Flush the GUI interpreter internal queue to make sure all user functions are complete. 594 self.gui.interpreter.flush() 595 596 # relax execution lock. 597 if status.exec_lock.locked(): 598 error_message("relax is currently executing.", "relax execution lock") 599 event.Skip() 600 return 601 602 # User warning to close windows. 603 self.gui.close_windows() 604 605 # Synchronise the frame data to the relax data store. 606 self.sync_ds(upload=True) 607 608 # Assemble all the data needed for the auto-analysis. 609 data, missing = self.assemble_data() 610 611 # Missing data. 612 if len(missing): 613 self.missing_data = Missing_data(missing) 614 return 615 616 # Display the relax controller, and go to the end of the log window. 617 self.gui.show_controller(None) 618 self.gui.controller.log_panel.on_goto_end(None) 619 620 # Start the thread. 621 self.thread = Execute_mf(self.gui, data, self.data_index) 622 self.thread.start() 623 624 # Terminate the event. 625 event.Skip()

626 627

628 - def mode_dialog(self, event=None):

629 """The calculation mode selection. 630 631 @keyword event: The wx event. 632 @type event: wx event 633 """ 634 635 # Show the model selector window. 636 if status.show_gui: 637 self.mode_win.ShowModal() 638 639 # Set the model. 640 self.mode.SetValue(str_to_gui(self.mode_win.select))

641 642

643 - def observer_register(self, remove=False):

644 """Register and unregister methods with the observer objects. 645 646 @keyword remove: If set to True, then the methods will be unregistered. 647 @type remove: False 648 """ 649 650 # Register. 651 if not remove: 652 status.observers.gui_uf.register(self.data.pipe_bundle, self.update_spin_count, method_name='update_spin_count') 653 status.observers.exec_lock.register(self.data.pipe_bundle, self.activate, method_name='activate') 654 655 # Unregister. 656 else: 657 # The model-free methods. 658 status.observers.gui_uf.unregister(self.data.pipe_bundle) 659 status.observers.exec_lock.unregister(self.data.pipe_bundle) 660 661 # The embedded objects methods. 662 self.relax_data.observer_register(remove=True)

663 664

665 - def results_directory(self, event=None):

666 """The results directory selection. 667 668 @keyword event: The wx event. 669 @type event: wx event 670 """ 671 672 # The dialog. 673 dialog = RelaxDirDialog(parent=self, message='Select the results directory', defaultPath=self.field_results_dir.GetValue()) 674 675 # Show the dialog and catch if no file has been selected. 676 if status.show_gui and dialog.ShowModal() != wx.ID_OK: 677 # Don't do anything. 678 return 679 680 # The path (don't do anything if not set). 681 path = gui_to_str(dialog.get_path()) 682 if not path: 683 return 684 685 # Store the path. 686 self.data.save_dir = path 687 688 # Place the path in the text box. 689 self.field_results_dir.SetValue(str_to_gui(path))

690 691

692 - def setup_dipole_pair(self, event=None):

693 """Create the wizard for the dipole-dipole interaction. 694 695 @keyword event: The wx event. 696 @type event: wx event 697 """ 698 699 # Change the cursor to busy. 700 wx.BeginBusyCursor() 701 702 # Destroy the dipole-dipole interaction wizard, if it exists. 703 if hasattr(self, 'dipole_wizard'): 704 self.dipole_wizard.Destroy() 705 706 # Create the wizard. 707 self.dipole_wizard = Wiz_window(parent=self.gui, size_x=1000, size_y=750, title="Dipole-dipole interaction setup") 708 709 # Structural data. 710 if not hasattr(cdp, 'structure'): 711 # Create the PDB reading page. 712 page = uf_store['structure.read_pdb'].create_page(self.dipole_wizard, sync=True) 713 self.dipole_wizard.add_page(page, skip_button=True) 714 715 # Create the position reading page. 716 page = uf_store['structure.get_pos'].create_page(self.dipole_wizard, sync=True) 717 self.dipole_wizard.add_page(page, skip_button=True) 718 719 # Create the interatom.define page. 720 page = uf_store['interatom.define'].create_page(self.dipole_wizard, sync=True) 721 page.SetValue('spin_id1', '@N') 722 page.SetValue('spin_id2', '@H') 723 self.dipole_wizard.add_page(page) 724 725 # Create the interatom.set_dist page. 726 page = uf_store['interatom.set_dist'].create_page(self.dipole_wizard, sync=True) 727 page.SetValue('spin_id1', '@N*') 728 page.SetValue('spin_id2', '@H*') 729 page.SetValue('ave_dist', NH_BOND_LENGTH) 730 self.dipole_wizard.add_page(page) 731 732 # Create the interatom.unit_vectors page. 733 page = uf_store['interatom.unit_vectors'].create_page(self.dipole_wizard, sync=True) 734 self.dipole_wizard.add_page(page) 735 736 # Reset the cursor. 737 if wx.IsBusy(): 738 wx.EndBusyCursor() 739 740 # Execute the wizard. 741 self.dipole_wizard.run()

742 743

744 - def spin_isotope_heteronuc(self, event=None):

745 """Set the nuclear isotope types of the heteronuclear spins via the spin.isotope user function. 746 747 @keyword event: The wx event. 748 @type event: wx event 749 """ 750 751 # Call the user function. 752 uf_store['spin.isotope'](isotope='15N', spin_id='@N*')

753 754

755 - def spin_isotope_proton(self, event=None):

756 """Set the nuclear isotope types of the proton spins via the spin.isotope user function. 757 758 @keyword event: The wx event. 759 @type event: wx event 760 """ 761 762 # Call the user function. 763 uf_store['spin.isotope'](isotope='1H', spin_id='@H*')

764 765

766 - def sync_ds(self, upload=False):

767 """Synchronise the analysis frame and the relax data store, both ways. 768 769 This method allows the frame information to be uploaded into the relax data store, or for the information in the relax data store to be downloaded by the frame. 770 771 @keyword upload: A flag which if True will cause the frame to send data to the relax data store. If False, data will be downloaded from the relax data store to update the frame. 772 @type upload: bool 773 """ 774 775 # The local tau_m models to use. 776 if upload: 777 self.data.local_tm_models = self.local_tm_model_field.GetValue() 778 else: 779 self.local_tm_model_field.set_value(self.data.local_tm_models) 780 781 # The model-free models to use. 782 if upload: 783 self.data.mf_models = self.mf_model_field.GetValue() 784 else: 785 self.mf_model_field.set_value(self.data.mf_models) 786 787 # The grid incs. 788 if upload: 789 self.data.grid_inc = gui_to_int(self.grid_inc.GetValue()) 790 elif hasattr(self.data, 'grid_inc'): 791 self.grid_inc.SetValue(int(self.data.grid_inc)) 792 793 # The MC sim number. 794 if upload: 795 self.data.mc_sim_num = gui_to_int(self.mc_sim_num.GetValue()) 796 elif hasattr(self.data, 'mc_sim_num'): 797 self.mc_sim_num.SetValue(int(self.data.mc_sim_num)) 798 799 # The results directory. 800 if upload: 801 self.data.save_dir = str(self.field_results_dir.GetValue()) 802 else: 803 self.field_results_dir.SetValue(str_to_gui(self.data.save_dir)) 804 805 # Maximum iterations. 806 if upload: 807 self.data.max_iter = gui_to_int(self.max_iter.GetValue()) 808 else: 809 self.max_iter.SetValue(int(self.data.max_iter))

810 811

812 - def value_set_csa(self, event=None):

813 """Set the CSA via the value.set uf. 814 815 @keyword event: The wx event. 816 @type event: wx event 817 """ 818 819 # Get the default value. 820 api = return_api() 821 val = api.default_value('csa') 822 823 # Call the user function. 824 uf_store['value.set'](val=val, param='csa', spin_id='@N*')

825 826 827

828 -class Execute_mf(Execute):

829 """The model-free analysis execution object.""" 830

831 - def run_analysis(self):

832 """Execute the calculation.""" 833 834 # Start the protocol. 835 dauvergne_protocol.dAuvergne_protocol(pipe_name=self.data.pipe_name, pipe_bundle=self.data.pipe_bundle, results_dir=self.data.save_dir, diff_model=self.data.global_models, mf_models=self.data.mf_models, local_tm_models=self.data.local_tm_models, grid_inc=self.data.inc, diff_tensor_grid_inc=self.data.diff_tensor_grid_inc, mc_sim_num=self.data.mc_sim_num, max_iter=self.data.max_iter, conv_loop=self.data.conv_loop)

836 837 838

839 -class Local_tm_list(Model_list):

840 """The local model-free model list GUI element.""" 841 842 # Some class variables. 843 desc = "Local %s models:" % tm 844 model_desc = [ 845 "Model m0 with a local molecular correlation time (%s)." % tm, 846 "Model m1 with a local molecular correlation time (%s)." % tm, 847 "Model m2 with a local molecular correlation time (%s)." % tm, 848 "Model m3 with a local molecular correlation time (%s)." % tm, 849 "Model m4 with a local molecular correlation time (%s)." % tm, 850 "Model m5 with a local molecular correlation time (%s)." % tm, 851 "Model m6 with a local molecular correlation time (%s)." % tm, 852 "Model m7 with a local molecular correlation time (%s)." % tm, 853 "Model m8 with a local molecular correlation time (%s)." % tm, 854 "Model m9 with a local molecular correlation time (%s)." % tm 855 ] 856 models = [ 857 "tm0", 858 "tm1", 859 "tm2", 860 "tm3", 861 "tm4", 862 "tm5", 863 "tm6", 864 "tm7", 865 "tm8", 866 "tm9" 867 ] 868 params = [ 869 "{%s}" % local_tm, 870 "{%s, %s}" % (local_tm, s2), 871 "{%s, %s, %s}" % (local_tm, s2, te), 872 "{%s, %s, %s}" % (local_tm, s2, rex), 873 "{%s, %s, %s, %s}" % (local_tm, s2, te, rex), 874 "{%s, %s, %s, %s}" % (local_tm, s2, s2f, ts), 875 "{%s, %s, %s, %s, %s}" % (local_tm, s2, tf, s2f, ts), 876 "{%s, %s, %s, %s, %s}" % (local_tm, s2, s2f, ts, rex), 877 "{%s, %s, %s, %s, %s, %s}" % (local_tm, s2, tf, s2f, ts, rex), 878 "{%s, %s}" % (local_tm, rex) 879 ] 880 warning = "The model-free models used in dauvergne_protocol auto-analysis should almost never be changed! The consequences will be unpredictable. Please proceed only if you are sure of what you are doing. Would you like to modify the model-free model list?" 881 red_flag = True 882 size = wx.Size(680, 350) 883 tooltip = "The list model-free models with the %s parameter to optimise as the first step of the protocol (see the about window for details). This really should not be changed." % local_tm 884 tooltip_button = "Open the model list selector window."

885 886 887

888 -class Mf_list(Model_list):

889 """The model-free model list GUI element.""" 890 891 # Some class variables. 892 desc = "Model-free models:" 893 model_desc = [ 894 "No statistically significant internal motions.", 895 "The original model with a statistically insignificant %s." % te, 896 "The original Lipari and Szabo model.", 897 "The original model with chemical exchange relaxation but a statistically insignificant %s." % te, 898 "The original model with chemical exchange relaxation.", 899 "The extended model with a statistically insignificant %s." % tf, 900 "The Clore et al., 1991 extended model-free model.", 901 "The extended model with chemical exchange relaxation but a statistically insignificant %s." % tf, 902 "The extended model with chemical exchange relaxation.", 903 "No statistically significant internal motions but chemical exchange relaxation present." 904 ] 905 models = [ 906 "m0", 907 "m1", 908 "m2", 909 "m3", 910 "m4", 911 "m5", 912 "m6", 913 "m7", 914 "m8", 915 "m9" 916 ] 917 params = [ 918 "{}", 919 "{%s}" % s2, 920 "{%s, %s}" % (s2, te), 921 "{%s, %s}" % (s2, rex), 922 "{%s, %s, %s}" % (s2, te, rex), 923 "{%s, %s, %s}" % (s2, s2f, ts), 924 "{%s, %s, %s, %s}" % (s2, tf, s2f, ts), 925 "{%s, %s, %s, %s}" % (s2, s2f, ts, rex), 926 "{%s, %s, %s, %s, %s}" % (s2, tf, s2f, ts, rex), 927 "{%s}" % rex 928 ] 929 warning = "The model-free models used in dauvergne_protocol auto-analysis should almost never be changed! The consequences will be unpredictable. Please proceed only if you are sure of what you are doing. Would you like to modify the model-free model list?" 930 red_flag = True 931 size = wx.Size(850, 350) 932 tooltip = "The list model-free models to optimise as the iterative part of the protocol (see the about window for details). This really should not be changed." 933 tooltip_button = "Open the model list selector window."

934 935 936

937 -class Protocol_mode_sel_window(wx.Dialog):

938 """The protocol mode selector window object.""" 939

940 - def __init__(self):

941 """Set up the window.""" 942 943 # Set up the dialog. 944 wx.Dialog.__init__(self, None, id=-1, title="Protocol mode selection") 945 946 # Initialise some values 947 size_x = 600 948 size_y = 600 949 border = 10 950 self.select = 'Fully automated' 951 952 # Set the frame properties. 953 self.SetSize((size_x, size_y)) 954 self.Centre() 955 self.SetFont(font.normal) 956 957 # The main box sizer. 958 main_sizer = wx.BoxSizer(wx.VERTICAL) 959 960 # Pack the sizer into the frame. 961 self.SetSizer(main_sizer) 962 963 # Build the central sizer, with borders. 964 sizer = add_border(main_sizer, border=border, packing=wx.HORIZONTAL) 965 966 # Build the automatic part. 967 self.build_auto(sizer) 968 969 # Line separator. 970 sizer.Add(wx.StaticLine(self, -1, style=wx.LI_VERTICAL), 0, wx.EXPAND|wx.ALL, border) 971 972 # Build the manual part. 973 self.build_manual(sizer)

974 975

976 - def build_auto(self, sizer):

977 """Build the fully automated part of the window. 978 979 @param sizer: The sizer to pack the elements into. 980 @type sizer: wx.BoxSizer instance 981 """ 982 983 # Create a vertical sizer for the elements. 984 sub_sizer = wx.BoxSizer(wx.VERTICAL) 985 986 # The title. 987 title = wx.StaticText(self, -1, "Fully automated") 988 title.SetFont(font.subtitle) 989 sub_sizer.Add(title, 0, wx.ALIGN_CENTRE_HORIZONTAL, 0) 990 991 # Spacing. 992 sub_sizer.AddStretchSpacer() 993 994 # The button. 995 button = wx.BitmapButton(self, -1, wx.Bitmap(fetch_icon('oxygen.actions.go-bottom', "48x48"), wx.BITMAP_TYPE_ANY)) 996 button.SetMinSize((80, 80)) 997 button.SetToolTipString("Perform a fully automated analysis, looping over global models I to V and terminating with the final run. Please click on the 'About' button for more information.") 998 sub_sizer.Add(button, 3, wx.EXPAND, 0) 999 self.Bind(wx.EVT_BUTTON, self.select_full_analysis, button) 1000 1001 # Spacing. 1002 sub_sizer.AddStretchSpacer() 1003 1004 # Add the sub-sizer. 1005 sizer.Add(sub_sizer, 1, wx.ALL|wx.EXPAND, 0)

1006 1007

1008 - def build_manual(self, sizer):

1009 """Build the manual part of the window. 1010 1011 @param sizer: The sizer to pack the elements into. 1012 @type sizer: wx.BoxSizer instance 1013 """ 1014 1015 # Create a vertical sizer for the elements. 1016 sub_sizer = wx.BoxSizer(wx.VERTICAL) 1017 1018 # The title. 1019 title = wx.StaticText(self, -1, "Manual modes") 1020 title.SetFont(font.subtitle) 1021 sub_sizer.Add(title, 0, wx.ALIGN_CENTRE_HORIZONTAL, 0) 1022 1023 # Spacing. 1024 sub_sizer.AddSpacer(10) 1025 1026 # The local_tm button. 1027 button = wx.Button(self, -1, "Local %s" % tm) 1028 button.SetToolTipString("Optimise global model I, the %s models. Please click on the 'About' button for more information." % local_tm) 1029 button.SetFont(font.normal) 1030 sub_sizer.Add(button, 1, wx.EXPAND, 0) 1031 self.Bind(wx.EVT_BUTTON, self.select_local_tm, button) 1032 1033 # The sphere button. 1034 button = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, str_to_gui(" Sphere")) 1035 button.SetBitmapLabel(wx.Bitmap(IMAGE_PATH+'sphere.png', wx.BITMAP_TYPE_ANY)) 1036 button.SetFont(font.normal) 1037 button.SetToolTipString("Optimise global model II, the spherical diffusion model. Please click on the 'About' button for more information.") 1038 sub_sizer.Add(button, 1, wx.EXPAND, 0) 1039 self.Bind(wx.EVT_BUTTON, self.select_sphere, button) 1040 1041 # The prolate spheroid button. 1042 button = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, str_to_gui(" Prolate spheroid")) 1043 button.SetBitmapLabel(wx.Bitmap(IMAGE_PATH+'prolate.png', wx.BITMAP_TYPE_ANY)) 1044 button.SetFont(font.normal) 1045 button.SetToolTipString("Optimise global model III, the prolate spheroid diffusion model. Please click on the 'About' button for more information.") 1046 sub_sizer.Add(button, 1, wx.EXPAND, 0) 1047 self.Bind(wx.EVT_BUTTON, self.select_prolate, button) 1048 1049 # The oblate spheroid button. 1050 button = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, str_to_gui(" Oblate spheroid")) 1051 button.SetBitmapLabel(wx.Bitmap(IMAGE_PATH+'oblate.png', wx.BITMAP_TYPE_ANY)) 1052 button.SetFont(font.normal) 1053 button.SetToolTipString("Optimise global model IV, the oblate spheroid diffusion model. Please click on the 'About' button for more information.") 1054 sub_sizer.Add(button, 1, wx.EXPAND, 0) 1055 self.Bind(wx.EVT_BUTTON, self.select_oblate, button) 1056 1057 # The ellipsoid button. 1058 button = wx.lib.buttons.ThemedGenBitmapTextButton(self, -1, None, str_to_gui(" Ellipsoid")) 1059 button.SetBitmapLabel(wx.Bitmap(IMAGE_PATH+'ellipsoid.png', wx.BITMAP_TYPE_ANY)) 1060 button.SetFont(font.normal) 1061 button.SetToolTipString("Optimise global model V, the ellipsoid diffusion model. Please click on the 'About' button for more information.") 1062 sub_sizer.Add(button, 1, wx.EXPAND, 0) 1063 self.Bind(wx.EVT_BUTTON, self.select_ellipsoid, button) 1064 1065 # The final button. 1066 button = wx.Button(self, -1, str_to_gui("Final")) 1067 button.SetToolTipString("The final run of the protocol. Please click on the 'About' button for more information.") 1068 button.SetFont(font.normal) 1069 sub_sizer.Add(button, 1, wx.EXPAND, 0) 1070 self.Bind(wx.EVT_BUTTON, self.select_final, button) 1071 1072 # Add the sub-sizer. 1073 sizer.Add(sub_sizer, 1, wx.ALL|wx.EXPAND, 0)

1074 1075

1076 - def select_ellipsoid(self, event=None):

1077 """The ellipsoid global model has been selected. 1078 1079 @keyword event: The wx event. 1080 @type event: wx event 1081 """ 1082 1083 # Set the value. 1084 self.select = 'ellipsoid' 1085 1086 # Close the dialog. 1087 self.Close()

1088 1089

1090 - def select_final(self, event=None):

1091 """The final stage of the protocol has been selected. 1092 1093 @keyword event: The wx event. 1094 @type event: wx event 1095 """ 1096 1097 # Set the value. 1098 self.select = 'final' 1099 1100 # Close the dialog. 1101 self.Close()

1102 1103

1104 - def select_full_analysis(self, event=None):

1105 """The full analysis has been selected. 1106 1107 @keyword event: The wx event. 1108 @type event: wx event 1109 """ 1110 1111 # Set the value. 1112 self.select = 'Fully automated' 1113 1114 # Close the dialog. 1115 self.Close()

1116 1117

1118 - def select_local_tm(self, event=None):

1119 """The local_tm global model has been selected. 1120 1121 @keyword event: The wx event. 1122 @type event: wx event 1123 """ 1124 1125 # Set the value. 1126 self.select = 'local_tm' 1127 1128 # Close the dialog. 1129 self.Close()

1130 1131

1132 - def select_prolate(self, event=None):

1133 """The prolate global model has been selected. 1134 1135 @keyword event: The wx event. 1136 @type event: wx event 1137 """ 1138 1139 # Set the value. 1140 self.select = 'prolate' 1141 1142 # Close the dialog. 1143 self.Close()

1144 1145

1146 - def select_oblate(self, event=None):

1147 """The oblate global model has been selected. 1148 1149 @keyword event: The wx event. 1150 @type event: wx event 1151 """ 1152 1153 # Set the value. 1154 self.select = 'oblate' 1155 1156 # Close the dialog. 1157 self.Close()

1158 1159

1160 - def select_sphere(self, event=None):

1161 """The sphere global model has been selected. 1162 1163 @keyword event: The wx event. 1164 @type event: wx event 1165 """ 1166 1167 # Set the value. 1168 self.select = 'sphere' 1169 1170 # Close the dialog. 1171 self.Close()

1172

Source Code for Module gui.analyses.auto_model_free